{
  "month": "2026-09",
  "window": [
    "2026-09-01",
    "2026-09-30"
  ],
  "scanned_through": "2026-09-30",
  "status": "complete",
  "updated": "2026-10-20T18:33:28+00:00",
  "triage_model": "deepseek-flash",
  "prompt_version": "1",
  "triage_pending": 433,
  "discovery_errors": 0,
  "note": "Machine-triaged discovery leads. Not verified evidence: each needs a primary-source evidence check before it can enter a newsletter.",
  "leads": [
    {
      "id": "news:61b863a15c35c4f3",
      "doi": null,
      "source_type": "news",
      "title": "Avantium Completes FDCA Plant Commissioning, Eyes First Production - ChemAnalyst",
      "venue": "ChemAnalyst",
      "authors": "",
      "published_date": "2026-09-10",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMipAFBVV95cUxPWnAzZWdnUTRXSzl5bE0wdncwbHROYy1OWnB3aDJybS1EWkN4X0FpUjZGdVF4cUNnLVg0NXh3TWlJWDhBUEVla0VfSk16NU1lRk50eWFQT0pxc0RfR0lMVXhCYWRNSjhvNG5VR1U5aWdod3lRczVyVHlzcVhjWEFRdjJNSGFNY0lsOXdTVmkzOURKMzl2NmF4UE1BRGNDbFVodVdkTw?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.9,
      "signal_type": "scale-up",
      "region": "not stated",
      "summary": "Avantium completed commissioning of its FDCA plant and is preparing for first production, according to the report.",
      "quote": "Avantium Completes FDCA Plant Commissioning, Eyes First Production",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.iecr.6c03874",
      "doi": "10.1021/acs.iecr.6c03874",
      "source_type": "journal",
      "title": "Simultaneous Compatibilization and Toughening of Renewable PLA/PA11 Blend via Core-Shell Biobased Nanosilica-Filled Elastomer",
      "venue": "Industrial & Engineering Chemistry Research",
      "authors": "Wang, Zhao, Cheng et al.",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.iecr.6c03874",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.9,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study compatibilizes and toughens a renewable PLA/PA11 blend using a biobased amino-functionalized nanosilica/epoxy elastomer hybrid.",
      "quote": "Simultaneous Compatibilization and Toughening of Renewable PLA/PA11 Blend via Core-Shell Biobased Nanosilica-Filled Elastomer",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:0d419f66b6646320",
      "doi": null,
      "source_type": "news",
      "title": "Avantium announces the start-up of its Flagship Plant, with the first batch of FDCA produced - Avantium Newsroom",
      "venue": "Avantium Newsroom",
      "authors": "",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMivwFBVV95cUxPc0NwZUNXY3FlWmdIbWhEMG5zc1d3YUU5WnNMY2FFZDlWQkx5WjZvSzRNUDRJQjdYSUtjTWJJa2h3Y3dKNmMxMTNrNGdlZHlwMUsxOTJ3QmNkZF9zYjdMZUFTMW1jcjA0TFRid0VRLXBJUHlrbVVrQzlHRHpGaWRHZ2hfSVZjRWNnMHFKb2Eyc285aUxSV2swNHFob3Zja2xUQ0RtUWx2dmI1UUxkRXZxa3Q0SXA1dkRLUDU3VjZSdw?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.9,
      "signal_type": "scale-up",
      "region": "Netherlands",
      "summary": "Avantium announced start-up of its flagship plant and production of a first batch of FDCA.",
      "quote": "start-up of its Flagship Plant, with the first batch of FDCA produced",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:9b16b0323592a743",
      "doi": null,
      "source_type": "news",
      "title": "Avantium produces first FDCA batch at world’s first commercial-scale plant in Delfzijl - Indian Chemical News",
      "venue": "Indian Chemical News",
      "authors": "",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://news.google.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?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.9,
      "signal_type": "scale-up",
      "region": "Netherlands",
      "summary": "Avantium produced its first FDCA batch at a commercial-scale plant in Delfzijl, the report says.",
      "quote": "Avantium produces first FDCA batch at world’s first commercial-scale plant in Delfzijl",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:48+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10965-026-05104-0",
      "doi": "10.1007/s10965-026-05104-0",
      "source_type": "journal",
      "title": "Sustainable flame-retardant polyamide compounds? Combining bio-based matrices with glass fiber reinforcement for aviation applications",
      "venue": "Journal of Polymer Research",
      "authors": "Eloo, Blömer",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10965-026-05104-0",
      "language": "en",
      "via": "crossref",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A bio-based polyamide compound (PA1010) with halogen-free flame retardants and glass-fibre reinforcement is developed for aircraft cabin components made by robot-assisted additive manufacturing.",
      "quote": "The final PA1010-based compound meets all defined requirements and achieves a tensile strength of 102 MPa",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.178499",
      "doi": "10.1016/j.cej.2026.178499",
      "source_type": "journal",
      "title": "Non-isocyanate polyurethanes from bio-based isosorbide with enhanced thermal, mechanical and adhesive properties",
      "venue": "Chemical Engineering Journal",
      "authors": "Song, Zhang, Li et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.178499",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Non-isocyanate polyurethanes are prepared from bio-based isosorbide, with the title reporting enhanced thermal, mechanical and adhesive properties.",
      "quote": "Non-isocyanate polyurethanes from bio-based isosorbide with enhanced thermal, mechanical and adhesive properties",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153379",
      "doi": "10.1016/j.ijbiomac.2026.153379",
      "source_type": "journal",
      "title": "Engineering crystalline architecture in PLA/PBAT-based blend films through PDLA and talc for high-performance sustainable packaging",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Bharathan, Guthige, Kumar et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153379",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA/PBAT-based blend films were engineered with PDLA and talc to control crystalline architecture for sustainable packaging.",
      "quote": "Engineering crystalline architecture in PLA/PBAT-based blend films through PDLA and talc",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153504",
      "doi": "10.1016/j.ijbiomac.2026.153504",
      "source_type": "journal",
      "title": "Enhancing 3-hydroxyvalerate concentration in poly(3-hydroxybutyrate-co-3-hydroxyvalerate) by Pseudomonas aeruginosa strain 78B using volatile fatty acids with papermill effluent blackliquor",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Kumar, Lohith Kumar, Choudhury",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153504",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Pseudomonas aeruginosa strain 78B was used with volatile fatty acids and papermill effluent black liquor to raise 3-hydroxyvalerate content in PHBV.",
      "quote": "Enhancing 3-hydroxyvalerate concentration in poly(3-hydroxybutyrate-co-3-hydroxyvalerate) by Pseudomonas aeruginosa strain 78B",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.susmat.2026.e02234",
      "doi": "10.1016/j.susmat.2026.e02234",
      "source_type": "journal",
      "title": "Reprocessable, high-performance, and degradable bio-based polyhydroxyurethane vitrimers from a Musk T diamide dicyclocarbonate and a vanillin-glycerol epoxy adduct",
      "venue": "Sustainable materials and technologies",
      "authors": "Wang, Wu, Zhao",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.susmat.2026.e02234",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Title describes reprocessable and degradable bio-based polyhydroxyurethane vitrimers based on a Musk T diamide dicyclocarbonate and a vanillin-glycerol epoxy adduct.",
      "quote": "bio-based polyhydroxyurethane vitrimers from a Musk T diamide dicyclocarbonate and a vanillin-glycerol epoxy adduct",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:23+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.macromol.6c00833",
      "doi": "10.1021/acs.macromol.6c00833",
      "source_type": "journal",
      "title": "Fully Recyclable Triblock Polyester with Tunable Performance Constructed from Biobased δ-Valerolactones",
      "venue": "Macromolecules",
      "authors": "Ma, Xu",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.macromol.6c00833",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Triblock polyesters with hard and soft segments were made by living ring-opening polymerization of biobased delta-valerolactones and depolymerized back to monomers for closed-loop recycling.",
      "quote": "chemically recyclable polyesters with varied mechanical properties from elastomers to thermoplastics",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pola.70326",
      "doi": "10.1002/pola.70326",
      "source_type": "journal",
      "title": "Synthesis, Curing Behavior, and Performance of a Novel Equol‐Based Benzoxazine Resin",
      "venue": "Journal of Polymer Science",
      "authors": "Liu, Zu, Dong et al.",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pola.70326",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A partially bio-based benzoxazine monomer was synthesised from renewable equol, furfurylamine and paraformaldehyde, and the resulting thermoset was evaluated for thermal stability and flammability.",
      "quote": "This work provides a facile route to a novel partially bio‐based benzoxazine from renewable building blocks",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.macromol.6c01535",
      "doi": "10.1021/acs.macromol.6c01535",
      "source_type": "journal",
      "title": "Biodegradable Superabsorbent Polymer from CO2-Based Polycarbonate",
      "venue": "Macromolecules",
      "authors": "Pei, Liu, Yan et al.",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.macromol.6c01535",
      "language": "en",
      "via": "crossref",
      "route": "polycarbonates",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A lightly cross-linked poly(vinyl cyclohexene carbonate) network from CO2-based polycarbonate is reported as a biodegradable superabsorbent, with swelling and biodegradation data presented.",
      "quote": "Here, we demonstrate CO2-based polycarbonates derived from functional epoxides as a programmable platform for high-performance biodegradable SAPs.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.5281/zenodo.22269491",
      "doi": "10.5281/zenodo.22269491",
      "source_type": "preprint",
      "title": "COMPARATIVE STUDY OF ALICYCLIC AND HETEROCYCLIC AMINE REACTANTS OF CARDANOL-BASED POLYBENZOXAZINE",
      "venue": "Zenodo (CERN European Organization for Nuclear Research)",
      "authors": "Harsanti, Zulfia, Thaha",
      "published_date": "2026-09-03",
      "date_precision": "day",
      "url": "https://doi.org/10.5281/zenodo.22269491",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cardanol-based benzoxazine thermosets were synthesised with bio-based isophoronediamine and furfurylamine amines; the furfurylamine monomer showed lower polymerisation temperature and higher UV protection.",
      "quote": "The bio-based benzoxazine thermosetting resins were synthesized using cardanol as a natural phenol",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biombioe.2026.110049",
      "doi": "10.1016/j.biombioe.2026.110049",
      "source_type": "journal",
      "title": "Sustainable production of poly(3-hydroxybutyrate) by Bacillus megaterium ATCC 14581: Kinetic and stoichiometric parameters of fed-batch production, ultrasound-assisted recovery, and characterization",
      "venue": "Biomass and Bioenergy",
      "authors": "Melo, Nascimento, Polloni et al.",
      "published_date": "2026-09-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.biombioe.2026.110049",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bacillus megaterium produced P(3HB) in fed-batch from rice parboiling wastewater and confectionery effluent, with ultrasound-assisted solvent recovery and full characterisation.",
      "quote": "agro-industrial residues can be successfully valorized as low-cost substrates for P(3HB) production",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:33+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:4fc0390169ba7084",
      "doi": null,
      "source_type": "news",
      "title": "Avantium clears major hurdle as furandicarboxylic acid plant moves toward first production - Indian Chemical News",
      "venue": "Indian Chemical News",
      "authors": "",
      "published_date": "2026-09-07",
      "date_precision": "day",
      "url": "https://news.google.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?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "Netherlands",
      "summary": "Avantium says its furandicarboxylic acid plant has cleared a major hurdle and is moving toward first production.",
      "quote": "Avantium clears major hurdle as furandicarboxylic acid plant moves toward first production",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:5cb3e5b849c3f3db",
      "doi": null,
      "source_type": "news",
      "title": "Avantium Completes Commissioning of Purification Unit at FDCA Flagship Plant - Avantium Newsroom",
      "venue": "Avantium Newsroom",
      "authors": "",
      "published_date": "2026-09-07",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiqwFBVV95cUxObHZtMmxMV1dsYUdkUjE2RkpOQ2pFbmNhb2N4eEd0WHlXVnNmbTlTUzB2aGtocGI3aGdCWDhCUDU1ZnVqSlJ2UVB2dWVWX1NFUHZaZjZiNTVrTjEwMTlwOVBYeHlVQzhxMHVZZmo5OV8xb3VtVkd3Q1JjdFgyMkxjazVLYmtMV196OU9hY2VrdHhRZ1lOX0JRaWxRUWJxYmgzMUx0ZnhDem5BQzA?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "Netherlands",
      "summary": "Avantium reports completing commissioning of the purification unit at its FDCA flagship plant.",
      "quote": "Avantium Completes Commissioning of Purification Unit at FDCA Flagship Plant",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115075",
      "doi": "10.1016/j.eurpolymj.2026.115075",
      "source_type": "journal",
      "title": "Entropically driven enzymatic ring-opening polymerization of biobased poly(alkylene furanoate)s and ω-pentadecalactone-based copolyesters",
      "venue": "European Polymer Journal",
      "authors": "Odoardo, Ragno, Ilarduya",
      "published_date": "2026-09-08",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115075",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Enzymatic ring-opening polymerization of cyclic alkylene furanoate oligomers gives high-molecular-weight biobased furan polyesters and random copolyesters with ω-pentadecalactone.",
      "quote": "yielding high-molecular-weight semicrystalline poly(alkylene furanoate)s with excellent thermal stability",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15008674/v1",
      "doi": "10.26434/chemrxiv.15008674/v1",
      "source_type": "preprint",
      "title": "Semicrystalline Polyesters Made by Stereoselective Polymerization of a Biobased Bicyclic Lactone",
      "venue": "American Chemical Society (ACS)",
      "authors": "Dumas, Lui, Zhang et al.",
      "published_date": "2026-09-10",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15008674/v1",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Stereoselective ring-opening polymerization of the biobased bicyclic lactone ODO yields isotactic and syndiotactic semicrystalline polyesters whose tacticity tunes ductility, strength, modulus and gas barrier.",
      "quote": "stereoselective ring-opening polymerization of the biobased bicyclic lactone",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:36+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/macromol6030075",
      "doi": "10.3390/macromol6030075",
      "source_type": "journal",
      "title": "Effect of Methyl Ester End Group Concentration on Solid-State Polycondensation of Poly(ethylene furandicarboxylate)",
      "venue": "Macromol",
      "authors": "Li, Wu, Huang et al.",
      "published_date": "2026-09-11",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/macromol6030075",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines how methyl ester end-group concentration affects solid-state polycondensation rate and intrinsic viscosity of PEF prepolymers.",
      "quote": "the effect of Cm on the SSP rate of PEF was investigated.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:03+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:527c81f219a9c7d7",
      "doi": null,
      "source_type": "news",
      "title": "Avantium and Klöckner Pentaplast advance next-generation food packaging with PEF capacity reservation agreement - Avantium",
      "venue": "Avantium",
      "authors": "",
      "published_date": "2026-09-14",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMi2wFBVV95cUxQZlU5RllpVE14U0hWVmp4MW5aSkNVbUVvUS12RFhkdGU5VGNLY0o0dVN2UVNBZTd3VjdpOG1oOEZXVGlmajlISEVfSEkyd2JINXd3VVVIWE9MWE5XTVQwNFZvRjJIS2NEMVMwRmwtSjBkeHBUSll6bm5SeFJnVmgxUHE2Y3lVeE9DS3VPUnZGZHlZMWc3TjBXdXY3eVU2NHM3YmViX2tFNGcxUG1JUUdkaThpR0pLS0pTQmpJNV9qeVNxTXk1QlNhNWRlVVU5OUlvMkFteUJSTXUycVk?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "supply",
      "region": "not stated",
      "summary": "Avantium and Klöckner Pentaplast announced a PEF capacity reservation agreement aimed at next-generation food packaging.",
      "quote": "PEF capacity reservation agreement",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.64898/2026.09.14.748363",
      "doi": "10.64898/2026.09.14.748363",
      "source_type": "preprint",
      "title": "Bioplastic Production from simulated 100% in situ Mars resources",
      "venue": "bioRxiv",
      "authors": "Martin FR, Schubert MG, Greene H, Pederson T, Hicks ND, Mancuso JE, Isaev K, Spens A, Liu J, Sukarto E, Nattermann U, St",
      "published_date": "2026-09-16",
      "date_precision": "day",
      "url": "https://doi.org/10.64898/2026.09.14.748363",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PHA was produced from simulated Martian regolith nutrients, electrochemically fixed acetate and water using evolved Cupriavidus necator, giving over three-fold higher titre.",
      "quote": "produced more than three-fold higher PHA titer under simulated Mars conditions compared to its parent strain",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115098",
      "doi": "10.1016/j.eurpolymj.2026.115098",
      "source_type": "journal",
      "title": "Biobased N,O-acetal covalent adaptable networks with enhanced thermomechanical properties and flame-retardancy",
      "venue": "European Polymer Journal",
      "authors": "Levron, Delliere, Sonnier et al.",
      "published_date": "2026-09-18",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115098",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Two fluorinated N,O-acetal covalent adaptable networks were made from HMF and diamines; the difurfurylamine-based network was reprocessable, chemically recyclable and hydrolytically stable.",
      "quote": "N,O–DFDA was prepared from difurfurylamine (DFDA), a bio–based diamine",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.21203/rs.3.rs-10949752/v1",
      "doi": "10.21203/rs.3.rs-10949752/v1",
      "source_type": "preprint",
      "title": "Enhancing Toughness of Poly(L-lactic acid) for 3D-Printing Applications by Utilizing Long-chain Branching",
      "venue": "Springer Science and Business Media LLC",
      "authors": "Zhang, Sattler, Runge et al.",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://doi.org/10.21203/rs.3.rs-10949752/v1",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Long-chain branching in PLLA is studied for crystallization and mechanical properties of 3D-printed single strands, with increased ductility and toughness reported.",
      "quote": "Enhancing Toughness of Poly(L-lactic acid) for 3D-Printing Applications by Utilizing Long-chain Branching",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15009249/v1",
      "doi": "10.26434/chemrxiv.15009249/v1",
      "source_type": "preprint",
      "title": "Suberin-Cutin inspired copolyester films as bio-based packaging materials",
      "venue": "ChemRxiv",
      "authors": "Maghazeh, Perrotta, Jonasson et al.",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15009249/v1",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Suberin monomers from birch bark combined with cutin-type monomers gave cross-linked semi-crystalline copolyester films by melt polycondensation, with barrier properties reported comparable to PLA and PCL.",
      "quote": "we extracted suberin monomers from birch bark and combined them with two building-blocks monomers found in cutin",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:b9949e45f79cc61e",
      "doi": null,
      "source_type": "news",
      "title": "China’s Largest Single-Unit L‑Lactide Line Starts Production with Key Tower Internals from SuTong - EIN News",
      "venue": "EIN News",
      "authors": "",
      "published_date": "2026-09-23",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMi1gFBVV95cUxNc3lwRmZuei1vWXUzQTJILXoyVE9rNEVrZVdmaGFSTFVOWXhCaDFWbG1rcXVIX3ppOTJQbjlQX3V1QWcybVo4Q3NlTUhIN1JMYzhncmlnS3poZVhTMVZ5MERjbzhqbWMtUmhicXZvcjNvcG4wZjVDbnR4NTlfQmwwWlVUcENPNlpvSE1adDFJemRqcDRnOEFENDJCWlZINGlOeFlzN2JSUE5TVnktR3AxTzhJNkVuZFdkMlEwbzFvMC1HR3VvTVRYZktBOWF2Nk54WURRaG5B?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "China",
      "summary": "A single-unit L-lactide line, described as China's largest, has started production using tower internals supplied by SuTong.",
      "quote": "Starts Production with Key Tower Internals from SuTong",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:2176ad6e417b159c",
      "doi": null,
      "source_type": "news",
      "title": "Avantium produces first batch of FDCA at Delfzijl plant - Plastics News",
      "venue": "Plastics News",
      "authors": "",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiqgFBVV95cUxQNTB4TnNxYkt2OHpFS0RBSm1wbzR4Z2R0MGlpeHVxaERwYlg5UndYZFlvaURxTUs5Tk5fX2xvdnF4dXFkb3N3MzgtVjRVazZEaUxpcGZ4SURJQzlCbTVaS1V4dlM3ZFY1RTZKWk5hYnZDTVlpdTVwYnhFUllnQ09MWEszb1ZObWZhaWZzY1ZyeTlpcVZMeGtMcEFBUVBybHNZNS1ZU2JNemJkdw?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "Netherlands",
      "summary": "Avantium produced its first batch of FDCA at its Delfzijl plant, according to the report.",
      "quote": "Avantium produces first batch of FDCA at Delfzijl plant",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:5fb4f4a91a3476d9",
      "doi": null,
      "source_type": "news",
      "title": "Avantium produces its first FDCA at Delfzijl, sales expected end of 2026 - Ideal Investisseur",
      "venue": "Ideal Investisseur",
      "authors": "",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiygFBVV95cUxNVGNuYVBteHRTZjVCZXk1N0p4dGItbzNMOGZSSVpkOGNrMFgzVTd3RFNLUFZkUWJRN19wTW1kdXBDV1plMFpCTDctMUhoNUx4MEFoaHlmVmN6ZDF5VGxMX1QtUllneUk1VS0zUnB0TjRmel9FNXlHb3VEc0F2ZTdKRG1jeUlJR0xUdi1zc1dZak9TTXRkUHFFZTdhLXZVcEdNNlNPUFpWUVFpX0FTbW1iaGotYnJRcGNZTmxfUGNYa3M1R3hISFdUc1pn?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "Netherlands",
      "summary": "Avantium produced its first FDCA at Delfzijl, with sales expected at the end of 2026, per the report.",
      "quote": "sales expected end of 2026",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:5c5a487dd607a120",
      "doi": null,
      "source_type": "news",
      "title": "Avantium Produces First FDCA Batch at Commercial-Scale Plant - ChemAnalyst",
      "venue": "ChemAnalyst",
      "authors": "",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiswFBVV95cUxPMUJTZ09ZY2FNXzlLUW5YRWtmb0twdXBCbkVwRE5xS1hfTllfbko3bHljbHFRejM2Nm1NUi1nVkRMdUdvUVFueGVkLVB2dndEdF9BY2M0UGdjRm9UXy01MlEwMDhkNUctcFNMNTFwMjlpVlJwNGJxa0tSSlNSdTV2NU5UYkZjcEpTWWpKd0pJX25yQ2JPTmpDbzdPZWlaU3VISUt0YTFVSkVibUw0T3pLRHJoTQ?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "not stated",
      "summary": "Avantium has produced the first FDCA batch at a commercial-scale plant, according to the report.",
      "quote": "Avantium Produces First FDCA Batch at Commercial-Scale Plant",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:48+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:fb1868416724f881",
      "doi": null,
      "source_type": "news",
      "title": "Avantium's first commercial furandicarboxylic acid plant globally has produced its first batch of products - ChemNet News",
      "venue": "ChemNet News",
      "authors": "",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiUkFVX3lxTE5YZlVoTU5vNFRtX2VzLVRWRHVtcXI0Zl9IR1o2d2gxOHhCX2dKS0d1U0JtWklHa09NOWd1ZmRBeFZSTmlyanNUQ1YyYUg0MGE5bVE?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "not stated",
      "summary": "Avantium's first commercial furandicarboxylic acid plant has produced its first batch of products.",
      "quote": "Avantium's first commercial furandicarboxylic acid plant globally has produced its first batch of products",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:48+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:860e0469a3dbd725",
      "doi": null,
      "source_type": "news",
      "title": "Balrampur Sugar builds India’s first sugar-based PLA plant in Lakhimpur Kheri - ChiniMandi",
      "venue": "ChiniMandi",
      "authors": "",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMipwFBVV95cUxNTVdCaHlkel9oNnI0b05jME5jQnlOeE40clFrSEpNSTBqTGpxX0dDU1ZNVjZpTXFFVWhFbDBfOEVLVVNwbFJsOG5RVHdQQ0hoU0VfMVVsUnRXLVJYTW53TlNKaEUyNnd0S09RUE5XeW1jMVZaenNEaTNmd2Z2cEV3dnZKUXVjVHZURkNxNi10R2tYYmdDMGVyRzc1SUNLbHhFZVhZSGE1UQ?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "India",
      "summary": "Balrampur Sugar is building what the report calls India's first sugar-based PLA plant in Lakhimpur Kheri.",
      "quote": "Balrampur Sugar builds India’s first sugar-based PLA plant in Lakhimpur Kheri",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1039/d6ra03720h",
      "doi": "10.1039/d6ra03720h",
      "source_type": "journal",
      "title": "Multiphase PHA/PBAT/bacterial cellulose/starch biopolymer films: balancing high-temperature stability and controlled compostability.",
      "venue": "RSC advances",
      "authors": "Hung DV, Diep NN, Hien HH, Hoang PH.",
      "published_date": "2026-09-14",
      "date_precision": "day",
      "url": "https://doi.org/10.1039/d6ra03720h",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.82,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Melt-blended PHA/PBAT/starch/bacterial cellulose films without compatibilizers were characterized; biofillers raised stiffness and thermal stability while accelerating composting degradation.",
      "quote": "the quaternary formulation retained 28.7% of its initial elongation after thermal aging at 100 °C",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.135753",
      "doi": "10.1016/j.biortech.2026.135753",
      "source_type": "journal",
      "title": "Metabolic energy distribution drives concurrent selective microbial growth and polyhydroxyalkanoate (PHA) storage in municipal activated sludge",
      "venue": "Bioresource Technology",
      "authors": "Xing, Stoumpou, Loosdrecht et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.biortech.2026.135753",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Feeding butyrate rather than acetate to municipal waste activated sludge raised PHA accumulation from 0.48 to 0.61 gPHA/gVSS and doubled volumetric productivity.",
      "quote": "boosting progressively the accumulation outcomes from 0.48 gPHA/gVSS for acetate to 0.61 gPHA/gVSS for butyrate feeding",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:35+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.178664",
      "doi": "10.1016/j.cej.2026.178664",
      "source_type": "journal",
      "title": "Mechanically robust, environment resistant, and reprocessable lignin-derived polyurethane vitrimer enabled by multi-dynamic crosslinking strategy",
      "venue": "Chemical Engineering Journal",
      "authors": "Luo, Wang, Zhao et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.178664",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A lignin-derived polyurethane vitrimer is reported as mechanically robust, environment resistant and reprocessable through a multi-dynamic crosslinking strategy.",
      "quote": "Mechanically robust, environment resistant, and reprocessable lignin-derived polyurethane vitrimer",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.182596",
      "doi": "10.1016/j.cej.2026.182596",
      "source_type": "journal",
      "title": "Sustainable water-based synthesis of CO₂-derived β-hydroxy urethanes toward tough isocyanate-free epoxy materials",
      "venue": "Chemical Engineering Journal",
      "authors": "Nayal, Sharma, Sangmuanliana et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.182596",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title reports a water-based synthesis of CO2-derived β-hydroxy urethanes intended for tough isocyanate-free epoxy materials.",
      "quote": "Sustainable water-based synthesis of CO₂-derived β-hydroxy urethanes toward tough isocyanate-free epoxy materials",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.114960",
      "doi": "10.1016/j.eurpolymj.2026.114960",
      "source_type": "journal",
      "title": "Structure-property relationships in bio-based polybenzoxazines: a comparative study of lignin-derived and flavonoid-based polymers",
      "venue": "European Polymer Journal",
      "authors": "Perez, Mija",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.114960",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study compares structure-property relationships of bio-based polybenzoxazines derived from lignin and flavonoids.",
      "quote": "Structure-property relationships in bio-based polybenzoxazines: a comparative study of lignin-derived and flavonoid-based polymers",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijlmm.2026.01.004",
      "doi": "10.1016/j.ijlmm.2026.01.004",
      "source_type": "journal",
      "title": "The toughened and heat-resistant composites for additive manufacturing applications: The use of poly(lactic acid)/poly(butylene succinate) blends modified with natural fillers",
      "venue": "International Journal of Lightweight Materials and Manufacture",
      "authors": "Andrzejewski, Zdanowicz, Piasecki et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijlmm.2026.01.004",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA/poly(butylene succinate) blends modified with natural fillers were investigated as toughened and heat-resistant composites for additive manufacturing.",
      "quote": "The use of poly(lactic acid)/poly(butylene succinate) blends modified with natural fillers",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124155",
      "doi": "10.1016/j.indcrop.2026.124155",
      "source_type": "journal",
      "title": "Interfacial enhancement of bamboo flour/poly(3-hydroxybutyrate-co-3-hydroxyvalerate) biocomposites enabled by synergistic treatment via delignification and PHBV-based coupling agent impregnation",
      "venue": "Industrial Crops and Products",
      "authors": "Lu, Ou, Lin et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124155",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bamboo flour/PHBV biocomposites were treated by delignification combined with a PHBV-based coupling agent to improve interfacial adhesion.",
      "quote": "Interfacial enhancement of bamboo flour/poly(3-hydroxybutyrate-co-3-hydroxyvalerate) biocomposites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112228",
      "doi": "10.1016/j.polymdegradstab.2026.112228",
      "source_type": "journal",
      "title": "Lignin-derived epoxy covalent adaptable networks with dynamic silyl ether exchange for recyclable glass adhesion and photothermal repair",
      "venue": "Polymer Degradation and Stability",
      "authors": "Jiang, Yang, Jin et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112228",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Describes lignin-derived epoxy covalent adaptable networks with dynamic silyl ether exchange for recyclable glass adhesion and photothermal repair.",
      "quote": "Lignin-derived epoxy covalent adaptable networks with dynamic silyl ether exchange",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112259",
      "doi": "10.1016/j.polymdegradstab.2026.112259",
      "source_type": "journal",
      "title": "Breaking the trade-off between thermal properties and degradability in CO₂-based polycarbonates via a bio-based rigid cyclic ethers",
      "venue": "Polymer Degradation and Stability",
      "authors": "Cai, Wu, Tan et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112259",
      "language": "en",
      "via": "crossref",
      "route": "polycarbonates",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Uses bio-based rigid cyclic ethers in CO2-based polycarbonates to address the trade-off between thermal properties and degradability.",
      "quote": "Breaking the trade-off between thermal properties and degradability in CO₂-based polycarbonates via a bio-based rigid cyclic ethers",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.supmat.2026.100143",
      "doi": "10.1016/j.supmat.2026.100143",
      "source_type": "journal",
      "title": "CO2-Derived Dynamic Covalent Networks via Transesterification-mediated Backbone Functionalization",
      "venue": "Supramolecular Materials",
      "authors": "Chen, Zou, Liu et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.supmat.2026.100143",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A CO2-derived dynamic covalent network was made by copolymerising trimethylene carbonate with a thiol-Michael adduct and crosslinking it via Diels-Alder chemistry.",
      "quote": "we propose a design strategy that combines a CO 2 -derived dynamic covalent network (DCN) with efficient physical recyclability",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:07+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.inorgchem.6c02993",
      "doi": "10.1021/acs.inorgchem.6c02993",
      "source_type": "journal",
      "title": "Dinuclear Nickel Complexes Containing Imidazole-Based Bis(iminophenolate) Derivatives: Highly Active Catalysts for Ring-Opening Copolymerization of Carbon Dioxide with Alicyclic Epoxides",
      "venue": "Inorganic Chemistry",
      "authors": "Chen, Liu, Ko",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.inorgchem.6c02993",
      "language": "en",
      "via": "openalex",
      "route": "polycarbonates",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Dinuclear nickel complexes catalyzed alternating CO2/cyclohexene oxide copolymerization with TOFs above 2000 per hour and TONs over 9000, and enabled terpolymerization with functional alicyclic epoxides.",
      "quote": "achieving turnover frequencies (TOFs) exceeding 2000 h-1 and turnover numbers (TONs) over 9000",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:23+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsapm.6c01061",
      "doi": "10.1021/acsapm.6c01061",
      "source_type": "journal",
      "title": "Study of Transesterification Reaction in Copolymers of Poly(ethylene terephthalate) and Poly(ethylene furanoate) Using Reactive Extrusion",
      "venue": "ACS Applied Polymer Materials",
      "authors": "Suryawanshi, Kadiyala, Stuen et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsapm.6c01061",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Reactive extrusion produced PET/PEF copolymers with 10 and 30 wt% PEF; zinc acetate accelerated transesterification and oriented 30% PETF films showed improved oxygen barrier.",
      "quote": "PETF copolymers containing 10 and 30 wt % poly(ethylene furanoate) (PEF) were produced via reactive extrusion",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.36306/konjes.1771866",
      "doi": "10.36306/konjes.1771866",
      "source_type": "journal",
      "title": "ENHANCING THE MECHANICAL PROPERTIES OF BIO-BASED FILMS FOR FOOD PACKAGING",
      "venue": "Konya Journal of Engineering Sciences",
      "authors": "Irak, Toksoy",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.36306/konjes.1771866",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA films blended with Mater-Bi at several ratios were characterized; increasing Mater-Bi enhanced flexibility and elongation but reduced tensile strength, puncture resistance and transparency.",
      "quote": "increasing Mater-Bi content enhanced film flexibility and elongation but reduced tensile strength and puncture resistance",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.nxmate.2026.103326",
      "doi": "10.1016/j.nxmate.2026.103326",
      "source_type": "journal",
      "title": "Compostable biocomposite PLA/PBSA cast films with TPS and lignin: Properties, biodegradation and ecotoxicity assessment",
      "venue": "Next Materials",
      "authors": "Snowdon, Ghanbari, Kolbauer et al.",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.nxmate.2026.103326",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA/PBSA films with thermoplastic starch and lignin were assessed for biodegradation, ecotoxicity, mechanical and thermal properties as potential mulch films; lignin and TPS lowered strength and thermal stability.",
      "quote": "Compostable biocomposite PLA/PBSA cast films with TPS and lignin: Properties, biodegradation and ecotoxicity assessment",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acssuschemeng.6c08419",
      "doi": "10.1021/acssuschemeng.6c08419",
      "source_type": "journal",
      "title": "Ring-Opening Copolymerization Synthesis of Tailored Biobased Block Polyesters and Their Application as Biocompatible Additives within Tire Rubber Formulations",
      "venue": "ACS Sustainable Chemistry & Engineering",
      "authors": "Esposito, D’Amato, Buonerba et al.",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acssuschemeng.6c08419",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Biobased block polyesters were made by ring-opening copolymerisation of fatty-acid and terpenoid epoxides with phthalic anhydride, and proposed as biocompatible additives to replace harmful additives in tire rubber.",
      "quote": "Ring-Opening Copolymerization Synthesis of Tailored Biobased Block Polyesters",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mseb.2026.119774",
      "doi": "10.1016/j.mseb.2026.119774",
      "source_type": "journal",
      "title": "Functional bio-based polyurethanes from lignin oligomer-initiated ring-opening polymerization of cyclic esters",
      "venue": "Materials Science and Engineering B",
      "authors": "Terreni, Remoli, Zhang et al.",
      "published_date": "2026-09-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.mseb.2026.119774",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based polyurethanes prepared by lignin oligomer-initiated ring-opening polymerization of cyclic esters.",
      "quote": "Functional bio-based polyurethanes from lignin oligomer-initiated ring-opening polymerization of cyclic esters",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:33+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/pr14172852",
      "doi": "10.3390/pr14172852",
      "source_type": "journal",
      "title": "Tailored Nutrient Feeding Strategies for mcl-PHA Production and Molecular Weight Regulation in Pseudomonas putida",
      "venue": "Processes",
      "authors": "Penloglou, Pavlou, Foka et al.",
      "published_date": "2026-09-05",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/pr14172852",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Nutrient feeding strategies in Pseudomonas putida KT2442 fed-batch cultures raised biomass and regulated molecular weight of medium-chain-length PHO.",
      "quote": "Continuous feeding of carbon and nitrogen sources in a fed-batch bioreactor increased biomass concentration to approximately 20 g/L",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:33+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ceja.2026.101457",
      "doi": "10.1016/j.ceja.2026.101457",
      "source_type": "journal",
      "title": "A two-tier architecture governs monomer incorporation and granule morphology in polyhydroxyalkanoate synthases: implications for bioplastic production",
      "venue": "Chemical Engineering Journal Advances",
      "authors": "Fan, Tan, Chen et al.",
      "published_date": "2026-09-08",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.ceja.2026.101457",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Chimeric PHA synthase variants reveal a two-tier architecture governing monomer incorporation and granule morphology, which the authors link to bioplastic production.",
      "quote": "A two-tier architecture governs monomer incorporation and granule morphology in polyhydroxyalkanoate synthases",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15004728/v2",
      "doi": "10.26434/chemrxiv.15004728/v2",
      "source_type": "preprint",
      "title": "The Role of In Situ Crosslinked Polysiloxane/Polylactide Micro-Networks on the PLA Brittle-Ductile Transition",
      "venue": "American Chemical Society (ACS)",
      "authors": "Głowacka, Konieczna, Pakuła et al.",
      "published_date": "2026-09-09",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15004728/v2",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA was reactively modified with two functional polysiloxanes of different architectures to form crosslinked micro-networks, with the study reporting markedly improved mechanical performance.",
      "quote": "thermally activated reactive modification of PLA with two functional polysiloxanes of varying molecular architectures",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:0210c3e715386f5b",
      "doi": null,
      "source_type": "news",
      "title": "Netherlands' Avantium partners Sojitz Pla-Net for Japan PEF push - ALCHEMPro",
      "venue": "ALCHEMPro",
      "authors": "",
      "published_date": "2026-09-09",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMizAFBVV95cUxPNXVpUFBIakVEQ2ZkeXlQUDlLc2ZrRjI5VFZIYWRpdE1RbW44NUUzc0VZeTFjaEpPNFZHWXRKTEcxdl9aMXhfSWpUYXlxSkF0RXRzcVVLQllDOW1xeW9fb3VXYmtlMWU1WmZIV09MU3A0aktEcFlaR1JUZmxobUJKNEl0Y2hWNzI0Zy1iZm9MUE9RYW5acXhEVmFWczdkUUdMTGhlQ1ZaMklSR05aZUF3WmdoZ2ktbFFGSFVFd19QVnJUUy1ReDJsb042TzU?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.8,
      "signal_type": "supply",
      "region": "Japan",
      "summary": "Netherlands-based Avantium partners with Sojitz Pla-Net to push PEF in Japan.",
      "quote": "Avantium partners Sojitz Pla-Net for Japan PEF push",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/eom2.70098",
      "doi": "10.1002/eom2.70098",
      "source_type": "journal",
      "title": "Polyhydroxyalkanoate as Next Generation Bioplastics for Sustainability and Circular Energy Management",
      "venue": "EcoMat",
      "authors": "Ahmad, Alshoaibi, Alhawti et al.",
      "published_date": "2026-09-10",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/eom2.70098",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review assesses producing PHA bioplastics from wastewater sludge, covering metabolic engineering of mixed cultures, scalability, downstream processing and life-cycle emissions.",
      "quote": "produce polyhydroxyalkanoate (PHA) bioplastics using wastewater sludge (WWS) as a primary feedstock",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124256",
      "doi": "10.1016/j.indcrop.2026.124256",
      "source_type": "journal",
      "title": "Assessing supply chain resilience and scale-up economics of Kenaf-PLA biocomposites for China automotive markets",
      "venue": "Industrial Crops and Products",
      "authors": "Gong, Lin, Li",
      "published_date": "2026-09-10",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124256",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "China",
      "summary": "Study assesses the kenaf fibre-PLA biocomposite supply chain in China, reporting automotive-standard mechanical properties and cost competitiveness above 50,000 units per annum.",
      "quote": "Scale-up cost analysis indicates price competitiveness with glass fiber/polypropylene panels at > 50,000 units per annum",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:539f3cf9c56bca85",
      "doi": null,
      "source_type": "news",
      "title": "UC Davis, Mango Materials Partner to Advance Affordable Bioplastics from Methane - UC Davis College of Engineering",
      "venue": "UC Davis College of Engineering",
      "authors": "",
      "published_date": "2026-09-10",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMirAFBVV95cUxPMDMxRzNuZllwcXE2enBfS0JTbWJQcjNZQW04YS1FQkREZnk3alJ2U3FtU1hESk5ldmhtNWRyWEJxdnpKTkgyNDNwbHBmYll5TmJ5cUtpTnozRXR2RGkwNlN1T2otem5hcVBhcUFURTgxN1VWNW1EREdHQUg1UEJwbFYyRE5FM0VXRDREM0Z0R25rVlNCX0FCWUNVX0ZESlVLTG9PQXhacE4zLXla?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "UC Davis and Mango Materials announced a partnership to advance affordable bioplastics produced from methane.",
      "quote": "Mango Materials Partner to Advance Affordable Bioplastics from Methane",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:aa6f08ccec25b5e1",
      "doi": null,
      "source_type": "news",
      "title": "Avantium and kp films sign capacity reservation deal for plant-based polymer - Packaging Gateway",
      "venue": "Packaging Gateway",
      "authors": "",
      "published_date": "2026-09-15",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiigFBVV95cUxOVmR4N1N5VVl1QVNRLW5MQmhEc1dFXzBkWjVNUS1wMVVBRHBma3BnQTZ3ZW1naFBvOVFpLWxOTVpzU1RvVkZoTjJlYVc1RFBDcWRKQ0lTQ09VLXR4dGFSZWljNnFJSHZvaHdVczVQbUYtZldtSDlOdlVBOG1kMGRxSDhfZ2lYekhVMWc?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.8,
      "signal_type": "supply",
      "region": "not stated",
      "summary": "Avantium and kp films signed a capacity reservation deal for the plant-based polymer PEF, per the report.",
      "quote": "Avantium and kp films sign capacity reservation deal for plant-based polymer",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jcou.2026.103575",
      "doi": "10.1016/j.jcou.2026.103575",
      "source_type": "journal",
      "title": "Demand-driven dual carbon delivery strategy for maximizing CO2 utilization in poly(3-hydroxybutyrate) biosynthesis by Cupriavidus necator H16",
      "venue": "Journal of CO2 Utilization",
      "authors": "Jun, Lee, Kim et al.",
      "published_date": "2026-09-16",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.jcou.2026.103575",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A demand-driven dual carbon delivery strategy using CO2 pulsing and sodium bicarbonate priming reached 76.1% apparent carbon recovery in PHB production by Cupriavidus necator H16.",
      "quote": "the system achieved a reactor-level apparent carbon recovery efficiency of 76.1%",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:43+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.micres.2026.128731",
      "doi": "10.1016/j.micres.2026.128731",
      "source_type": "journal",
      "title": "Ethanol-driven biosynthesis of polyhydroxyalkanoates by a newly isolated wild-type Cupriavidus strain",
      "venue": "Microbiological Research",
      "authors": "Zhang, She, Li",
      "published_date": "2026-09-16",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.micres.2026.128731",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "China",
      "summary": "A newly isolated wild-type Cupriavidus sp. ZWJ01 produced 5.07 g/L PHB from ethanol and, by co-feeding, PHBV and P34HB copolymers.",
      "quote": "this unengineered strain produced 5.07 g/L poly(3-hydroxybutyrate) (PHB) with a conversion yield of 0.51 g/g ethanol",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:43+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:2ad9fd4c8f1ca376",
      "doi": null,
      "source_type": "news",
      "title": "Avantium partners with kp films to advance PEF pack - Packaging Insights",
      "venue": "Packaging Insights",
      "authors": "",
      "published_date": "2026-09-18",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMigAFBVV95cUxQV0NrZExvNlh4WmpGcmx4b3RJRjNtcVQ5RDYwRWQ0MjNjOHVxdjg0dHhZalEza19jZzNIbEc5TC1JOE4yQ19idG85LVlmc21nSWd5c1ZkeXBPSnVEUFdYQXBIMGlQYzdGVFdZYUZCVWdXWU80TDFTeFloZFlnX05HUA?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.8,
      "signal_type": "supply",
      "region": "not stated",
      "summary": "Avantium partnered with kp films to advance PEF packaging, according to the report.",
      "quote": "Avantium partners with kp films to advance PEF pack",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18182297",
      "doi": "10.3390/polym18182297",
      "source_type": "journal",
      "title": "Toughening PLA via Diisocyanate-Induced Dynamic Vulcanization of Carboxylated Oleic Acid: Role of Crosslinked Network Topology",
      "venue": "Polymers",
      "authors": "Xie, Li, Cai et al.",
      "published_date": "2026-09-19",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18182297",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Carboxylated oleic acid diacids were dynamically vulcanized with HDI to toughen PLA; the NCOA-derived blend reached a notched impact strength of 131.0 kJ/m2.",
      "quote": "NCOA yielded a PLA blend with a remarkably higher impact toughness (131.0 kJ/m2)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pola.70342",
      "doi": "10.1002/pola.70342",
      "source_type": "journal",
      "title": "Bio‐Based Aliphatic‐Aromatic Random Copolyesters Derived From 2,5‐Furandicarboxylic Acid: From Crystalline Thermoplastics to High‐Elongation Flexible Plastics",
      "venue": "Journal of Polymer Science",
      "authors": "Cai, Wang, Gao et al.",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pola.70342",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "FDCA, neopentyl glycol and glutaric acid were melt-polycondensed into random furanoate copolyesters whose behaviour shifts from rigid thermoplastics to flexible plastics with up to 917% elongation.",
      "quote": "the maximum elongation at break reaching 917% (PNGF20)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10118-026-3769-4",
      "doi": "10.1007/s10118-026-3769-4",
      "source_type": "journal",
      "title": "Fabrication of Transparent Poly(lactic acid) Composites with Balanced Stiffness-Toughness via In situ Crosslinking of Segmented Copolymer",
      "venue": "Chinese Journal of Polymer Science",
      "authors": "Wang, Dong, Xu et al.",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10118-026-3769-4",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Title describes transparent poly(lactic acid) composites with balanced stiffness and toughness obtained by in situ crosslinking of a segmented copolymer.",
      "quote": "Fabrication of Transparent Poly(lactic acid) Composites with Balanced Stiffness-Toughness via In situ Crosslinking of Segmented Copolymer",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130848",
      "doi": "10.1016/j.polymer.2026.130848",
      "source_type": "journal",
      "title": "Versatile route to reactive poly-(R)-3-hydroxybutyrate oligomers using mono- and polysubstituted amines",
      "venue": "Polymer",
      "authors": "Jayaprakash, Garnier, Haritos",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130848",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Reactive PHB oligomers bearing amine, hydroxyl and aromatic end groups were produced by reacting high-molecular-weight PHB with various amines under catalyst- and solvent-free conditions.",
      "quote": "producing reactive PHB oligomers directly from high molecular weight PHB under mild, catalyst- and solvent-free conditions",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.64898/2026.09.18.752759",
      "doi": "10.64898/2026.09.18.752759",
      "source_type": "preprint",
      "title": "Characterisation of PHA synthase (PhaC) from the thermophilic bacterium Caldimonas thermodepolymerans DSM15344",
      "venue": "bioRxiv",
      "authors": "Majerová H, Benešík M, Krouská J, Sedláček P, Dvořák P.",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.64898/2026.09.18.752759",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study reports the first biochemical characterisation of PHA synthase (PhaC) from the thermophilic bacterium Caldimonas thermodepolymerans DSM15344, including optimal pH, temperature and predicted structure.",
      "quote": "This study represents the first biochemical characterisation of PHA synthase from C. thermodepolymerans",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:85c93f23fd99bc02",
      "doi": null,
      "source_type": "news",
      "title": "Balrampur Chini gets ₹75 crore BioE3 grant for PLA R&D facility - scanx.trade",
      "venue": "scanx.trade",
      "authors": "",
      "published_date": "2026-09-23",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMivwFBVV95cUxNOU0tQWRWVnVzWmdkSG94eWt6VUxmZDhGWWF3YUplSFNHZWIxdk0yZThrRjdhWm5QNGJzcEJfcVMtTWZBaTIzVGREbF95OUxPOUNHenAzd01NOVcxUmVqTkNVdldKT1hHQ0p0V3NURnViYzBVdm1Zcmh0azdKSFBVSERyejlDbzFUVXlpMndXRFNJR3RwVWFvcEdiTlFKNFRGdG1wQ2xISkpobGl0ajRCRjRxd0s5TmtRUkdIN3VmUQ?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.8,
      "signal_type": "policy",
      "region": "India",
      "summary": "Balrampur Chini receives a ₹75 crore BioE3 grant for a PLA R&D facility.",
      "quote": "Balrampur Chini gets ₹75 crore BioE3 grant for PLA R&D facility",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:37e6360fec31d9d5",
      "doi": null,
      "source_type": "news",
      "title": "Centre approves ₹75 cr grant for Balrampur Chini to set up bioplastic R&D unit - TradingView",
      "venue": "TradingView",
      "authors": "",
      "published_date": "2026-09-24",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMizwFBVV95cUxNVTNpLWVuMG1EYnc5UDVoZmczSDhTcFR1MjlxOUNPZWYzNzdBcDZORkYyTW5PRjl1VXZSQjVKaVBBR3dvTnN4b2JpVFlTMi02YVVpUkE0YVN2dlRINFBqbTRkcFBjeUJhQXdyZmJuOVZpdGZMQ0VHSVFSZG4zWWpma3JlU1dPX0FFcEw2eE1WZEh4NTNwcmRQRnpFN0h1ZTQzSGJyVEk4YVZyNjk2ZllWQW4xMkU4YmprX2tjemZyTGZuaW1uN09zZXJsZFl0N2M?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.8,
      "signal_type": "policy",
      "region": "India",
      "summary": "The Centre approves a ₹75 crore grant for Balrampur Chini to set up a bioplastic R&D unit.",
      "quote": "Centre approves ₹75 cr grant for Balrampur Chini to set up bioplastic R&D unit",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:4a0aae47a98f11ef",
      "doi": null,
      "source_type": "news",
      "title": "Balrampur Chini gets Rs 75 cr grant from Centre to set up bioplastic R&D plant in UP - ThePrint",
      "venue": "ThePrint",
      "authors": "",
      "published_date": "2026-09-24",
      "date_precision": "day",
      "url": "https://news.google.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?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.8,
      "signal_type": "policy",
      "region": "India",
      "summary": "Balrampur Chini receives a Rs 75 crore central government grant to set up a bioplastic R&D plant in Uttar Pradesh.",
      "quote": "Balrampur Chini gets Rs 75 cr grant from Centre to set up bioplastic R&D plant in UP",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/adma.75136",
      "doi": "10.1002/adma.75136",
      "source_type": "journal",
      "title": "A Thermoreversible Gelation Pathway to Plant Cuticle‐Inspired Biopolymer Aerogel Monoliths Based on Network‐Spherulitic Crystal Assemblies",
      "venue": "Advanced Materials",
      "authors": "Tuccitto, Rejeb, Aguiar et al.",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/adma.75136",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Stereocomplexed PLA aerogels were made by thermoreversible gelation and sequential crystallization, giving hierarchically porous monoliths used for continuous oil–water separation.",
      "quote": "yields hierarchically macro-/meso-porous aerogels",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10118-026-3808-1",
      "doi": "10.1007/s10118-026-3808-1",
      "source_type": "journal",
      "title": "Mechanical Toughening of Telechelic Copolymer to Poly(lactic acid) Blends: Perspectives of Microstructural Comparison and Molecular Simulation",
      "venue": "Chinese Journal of Polymer Science",
      "authors": "Hong, Tao, Yu et al.",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10118-026-3808-1",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study reports toughening of poly(lactic acid) blends with a telechelic copolymer, using microstructural comparison and molecular simulation.",
      "quote": "Mechanical Toughening of Telechelic Copolymer to Poly(lactic acid) Blends",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10118-026-3840-1",
      "doi": "10.1007/s10118-026-3840-1",
      "source_type": "journal",
      "title": "Beyond Lattice Matching: Steric Confinement Enables Enhanced Nucleation of Poly(L-lactide) on Nanotalc",
      "venue": "Chinese Journal of Polymer Science",
      "authors": "Li, Zhang, Deng et al.",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10118-026-3840-1",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study reports that steric confinement, beyond lattice matching, enables enhanced nucleation of poly(L-lactide) on nanotalc.",
      "quote": "Steric Confinement Enables Enhanced Nucleation of Poly(L-lactide) on Nanotalc",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10532-026-10377-9",
      "doi": "10.1007/s10532-026-10377-9",
      "source_type": "journal",
      "title": "A kinetic model for polyhydroxyalkanoates production by Cupriavidus necator using dark fermentation effluents",
      "venue": "Biodegradation",
      "authors": "Caro, Romero‐Vargas, Díaz et al.",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10532-026-10377-9",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A nine-parameter Monod-based kinetic model incorporating pH inhibition and alkaline polymer degradation is proposed for PHA production by Cupriavidus necator on dark fermentation effluents.",
      "quote": "Thus, a novel kinetic model is proposed, based on the Monod equation",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:37+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/cssc.70975",
      "doi": "10.1002/cssc.70975",
      "source_type": "journal",
      "title": "A Solvent-Free Approach for the Mechanochemical Upcycling of Bio- and Fossil-Based Polyesters Into Value-Added Chemicals and Bio-Based Plasticizers.",
      "venue": "ChemSusChem",
      "authors": "Jain D, Jannsen N, Siewert R, Zaitsau D, Drexler HJ, Beweries T.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/cssc.70975",
      "language": "en",
      "via": "europepmc",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A solvent-free mechanochemical method with sodium methoxide converted PEF, PBF, PLA and PET into transesterification and amidation products, and converted PEF into furanate plasticizers.",
      "quote": "PEF was converted into bio-based plasticizers, including diethylhexyl furanate (DEHF) and diisoamyl furanoate (DIAF) in excellent yields",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.compositesb.2026.113878",
      "doi": "10.1016/j.compositesb.2026.113878",
      "source_type": "journal",
      "title": "A bio-based approach to high-performance flame-retardant rigid polyurethane foams with integrated strength and thermal insulation",
      "venue": "Composites Part B: Engineering",
      "authors": "Liu, Guo, Zhu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.compositesb.2026.113878",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes a bio-based approach to flame-retardant rigid polyurethane foams combining strength and thermal insulation.",
      "quote": "A bio-based approach to high-performance flame-retardant rigid polyurethane foams with integrated strength and thermal insulation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.114971",
      "doi": "10.1016/j.eurpolymj.2026.114971",
      "source_type": "journal",
      "title": "Sustainable lignin-derived elastomers with exceptional UV shielding, photothermal conversion, and power generation properties",
      "venue": "European Polymer Journal",
      "authors": "Zheng, Yang, Pei et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.114971",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-chemistry",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study reports lignin-derived elastomers with UV shielding, photothermal conversion and power generation properties.",
      "quote": "Sustainable lignin-derived elastomers with exceptional UV shielding, photothermal conversion, and power generation properties",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153447",
      "doi": "10.1016/j.ijbiomac.2026.153447",
      "source_type": "journal",
      "title": "Lignin-based waterborne polyurethane for sustainable wood adhesives with enhanced strength and anti-aging properties",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Sun, Qiu, Liu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153447",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper reports a lignin-based waterborne polyurethane developed as a wood adhesive with enhanced strength and anti-aging properties.",
      "quote": "Lignin-based waterborne polyurethane for sustainable wood adhesives with enhanced strength and anti-aging properties",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijlmm.2026.01.005",
      "doi": "10.1016/j.ijlmm.2026.01.005",
      "source_type": "journal",
      "title": "Load rate sensitivity and printability metrics of bio-derived polyhydroxyalkanoate (PHA) in material extrusion additive manufacturing",
      "venue": "International Journal of Lightweight Materials and Manufacture",
      "authors": "Vidakis, Spyridaki, Mountakis et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijlmm.2026.01.005",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study reports load rate sensitivity and printability metrics of bio-derived PHA processed by material extrusion additive manufacturing.",
      "quote": "Load rate sensitivity and printability metrics of bio-derived polyhydroxyalkanoate (PHA) in material extrusion additive manufacturing",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112219",
      "doi": "10.1016/j.polymdegradstab.2026.112219",
      "source_type": "journal",
      "title": "CO2-fixing transforms sustainable source to non-isocyanate polyurethane with ultrahigh fire safety, strength, ductility and adhesion",
      "venue": "Polymer Degradation and Stability",
      "authors": "Yang, Wang, Song et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112219",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Reports a CO2-fixing route converting a sustainable source into a non-isocyanate polyurethane, with claimed fire safety, strength, ductility and adhesion.",
      "quote": "CO2-fixing transforms sustainable source to non-isocyanate polyurethane",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130483",
      "doi": "10.1016/j.polymer.2026.130483",
      "source_type": "journal",
      "title": "CO2/propylene oxide copolymerization catalyzed by monoimidazole-modified cobaltoporphyrins: structure-driven dual selectivity and mechanistic insights",
      "venue": "Polymer",
      "authors": "Jiang, Jiang, Xie et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130483",
      "language": "en",
      "via": "crossref",
      "route": "polycarbonates",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Monoimidazole-modified cobaltoporphyrins catalyse CO2/propylene oxide copolymerisation, with structure-driven dual selectivity and mechanistic insights reported.",
      "quote": "CO2/propylene oxide copolymerization catalyzed by monoimidazole-modified cobaltoporphyrins",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.recm.2026.100233",
      "doi": "10.1016/j.recm.2026.100233",
      "source_type": "journal",
      "title": "Recent advances in thermocatalytic conversion of 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid",
      "venue": "Resources Chemicals and Materials",
      "authors": "Baihaqi, Rizkiana, Chaerusani et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.recm.2026.100233",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review covers thermocatalytic oxidation of HMF to FDCA, the monomer for PEF and PTF polyesters, including catalysts, mechanisms and progress toward industrial implementation.",
      "quote": "a key monomer for production of next-generation polyesters such as poly(ethylene furanoate) (PEF)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.5658/wood.2026.54.5.619",
      "doi": "10.5658/wood.2026.54.5.619",
      "source_type": "journal",
      "title": "Impact Strength and Morphological Properties of Plant-Derived Polylactic Acid/Polyamide 1010 Biocomposites Prepared Using Fused Deposition Modeling 3D Printing: Effect of Printing Speed and Raster Angle",
      "venue": "Journal of the Korean Wood Science and Technology",
      "authors": "PARK, Kim",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.5658/wood.2026.54.5.619",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA/PA1010 biocomposites were 3D-printed at two speeds and raster angles; fast printing and 0° raster gave higher impact strength via in-situ PA1010 microfibrillation.",
      "quote": "biocomposites printed unidirectionally at a raster angle of 0° showed considerably higher impact strength",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:5019f83ac9e654b4",
      "doi": null,
      "source_type": "news",
      "title": "ReBioCycle demonstrates PLA closed-loop chemical recycling from mixed plastic waste - Plastics News",
      "venue": "Plastics News",
      "authors": "",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMirAFBVV95cUxOemxYQVdtdmdzVjVmWEZXNEMzMTI1YVhXaFZqVmpKWmRncjIzTVNab0lLZFltNmpuU3NaYmJ4WGhROVBwc0VSM3hsSW1nTFFyYndoOWdOYy0zeFFrTjdKTEtGcUNXdnNkSXdmbktXV0JDQnIwTWRFUzJJWWcwWnROWjlScmtuWHBEMmc4a3J6dHZHQUV0Ri0xVTdVRFF2aTlhWjEwOE9vNVRyWHdv?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "scale-up",
      "region": "not stated",
      "summary": "Plastics News reports that ReBioCycle demonstrated closed-loop chemical recycling of PLA from mixed plastic waste.",
      "quote": "ReBioCycle demonstrates PLA closed-loop chemical recycling from mixed plastic waste",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:52+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jbiotec.2026.08.012",
      "doi": "10.1016/j.jbiotec.2026.08.012",
      "source_type": "journal",
      "title": "Light-enhanced polyhydroxyalkanoate accumulation in the aerobic anoxygenic phototroph Roseibium alexandrii MAR44",
      "venue": "Journal of Biotechnology",
      "authors": "Garcı́a, Jaureguí, Gozalbo et al.",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.jbiotec.2026.08.012",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "Mediterranean",
      "summary": "Marine aerobic anoxygenic phototroph Roseibium alexandrii MAR44 accumulated PHA up to about 50% of cell dry weight, with illumination roughly doubling glucose-induced accumulation.",
      "quote": "intracellular polymer contents of up to approximately 50% of cell dry weight",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pola.70336",
      "doi": "10.1002/pola.70336",
      "source_type": "journal",
      "title": "Promotion of Stereocomplex Crystallization by Oligomeric Lactic Acid in PLLA/PDLA Blends Under Static and Stretching Conditions",
      "venue": "Journal of Polymer Science",
      "authors": "Wu, Zhou, Chen",
      "published_date": "2026-09-11",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pola.70336",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Adding non-crystallizable oligomeric lactic acid to equimolar PLLA/PDLA accelerates crystallization and shifts static crystallization from homocrystal to stereocomplex dominance, while reducing modulus and strength.",
      "quote": "Blending with a flexible second component promotes stereocomplexation",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:36+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pat.70741",
      "doi": "10.1002/pat.70741",
      "source_type": "journal",
      "title": "Optimization of Fabrication Process of Polylactide Microparticles Tailored for Surface‐Selective Laser Sintering",
      "venue": "Polymers for Advanced Technologies",
      "authors": "Popyrina, Minaeva, Minaev et al.",
      "published_date": "2026-09-13",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pat.70741",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Polylactide microparticles stabilized with alkylated chitosan were optimized for surface-selective laser sintering into 3D structures.",
      "quote": "polylactide microparticles stabilized with alkylated chitosan were prepared via an oil‐in‐water emulsion solvent evaporation method",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:7599c90046d629f6",
      "doi": null,
      "source_type": "news",
      "title": "Emballages : Klockner Pentaplast veut utiliser du PEF pour produire ses barquettes thermoformées - L'Usine Nouvelle",
      "venue": "L'Usine Nouvelle",
      "authors": "",
      "published_date": "2026-09-16",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMi-gFBVV95cUxQR0x2MXM0ckFXMXFlaU5SdUhWS0VMWEFtWlFNcEZsdTlnbGIwWldabUQxSUNQdzdyampXQ05sUjFjbXhyWi11NkRvQ2NlRkhkc2o5bTRRM0d6bWpBWUxQd0dETTVMMkhFcTVtSG1YNFBNcVJvSVRUaU43ajFaam9mMFBvMmZicnF3NDJYY0UzQ3dXRVlkQ2w3TUxXMGxFQm9Mb3ItWmQyREI1dnR6RUlDMUJ4eVNuVDB5aHhqM3lXOW0yX0pQbEs4MWNFRjNEWnVLb1JOcE14dmVqdDFCbG9YY2M5dUg0WlM1b0pJY1MtVGdoTmRSMHVnckFB?oc=5",
      "language": "fr",
      "via": "google-news:fr",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "other",
      "region": "not stated",
      "summary": "Klöckner Pentaplast reportedly intends to use PEF to produce its thermoformed packaging trays.",
      "quote": "Klockner Pentaplast veut utiliser du PEF pour produire ses barquettes thermoformées",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:055979e54bcd390e",
      "doi": null,
      "source_type": "news",
      "title": "Pflanzliches Polymer PEF soll Haltbarkeit in starren Lebensmittelverpackungen verlängern - Chemie.de",
      "venue": "Chemie.de",
      "authors": "",
      "published_date": "2026-09-17",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiyAFBVV95cUxNU2ltT0lHQjVGd2MyYV9xaG41eUJGV3RpQkRXTjJ0dVNmNVd1QzcwRm16Ymw5NmtZQm5OTEIwUjhzMkdSOFpYcGI0bmZubW5UdmFZNEtvWVV1V1pJUWd2OE1BNjNPMnBzRlFZcWVWUjZCdFBNMEtiV3k5QVZUYUZmdDRHZktYeFNwVEVtOWhwSjBsdUYwT2hTV3RUVEF3cmhLRFU1a0hLcXVvNlNuai1LVnMzSUM3Um5XRUlSckZvcjNqY3FHMnY0Nw?oc=5",
      "language": "de",
      "via": "google-news:de",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "other",
      "region": "not stated",
      "summary": "A report states that the plant-based polymer PEF is intended to extend shelf life in rigid food packaging.",
      "quote": "Pflanzliches Polymer PEF soll Haltbarkeit in starren Lebensmittelverpackungen verlängern",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:9f444e5d88746dbd",
      "doi": null,
      "source_type": "news",
      "title": "Lasts 7 to 10 Years and Decomposes in the End! The Technology Behind How Bioworks Overcame PLA's \"Weaknesses\" - fashion tech news",
      "venue": "fashion tech news",
      "authors": "",
      "published_date": "2026-09-18",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiXkFVX3lxTFBKWnpfNXdwRG5PZHdES0N6SnEtZGtURjhsWHFHd3N6eW9lTXVVNFN3dFV1Mk5tZ1JVTGlRRGJEc25OMnZjT08zRER2akNoNHlhOUp2V0hwQ3B0RDlTOGc?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Report describes Bioworks technology it says overcomes PLA weaknesses, with products lasting 7 to 10 years before decomposing.",
      "quote": "Lasts 7 to 10 Years and Decomposes in the End!",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.procbio.2026.09.013",
      "doi": "10.1016/j.procbio.2026.09.013",
      "source_type": "journal",
      "title": "Non-model microorganisms for polyhydroxyalkanoates production: Diversity, industrial readiness, and future engineering strategies",
      "venue": "Process Biochemistry",
      "authors": "Lee, Cabulong, Kim",
      "published_date": "2026-09-19",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.procbio.2026.09.013",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review proposes a Chassis Maturity Framework to compare non-model PHA-producing microorganisms by biological, engineering, process, economic, environmental and scalability criteria, and discusses CRISPR and AI/ML engineering.",
      "quote": "this review proposes a Chassis Maturity Framework (CMF) that systematically evaluates non-model PHA-producing microorganisms",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s13399-026-07280-x",
      "doi": "10.1007/s13399-026-07280-x",
      "source_type": "journal",
      "title": "Organic acid–based hemicellulose fractionation and xylose-to-poly(3-hydroxybutyrate) production via Priestia megaterium fermentation",
      "venue": "Biomass Conversion and Biorefinery",
      "authors": "Pila, Perezlindo, Dagnino",
      "published_date": "2026-09-25",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s13399-026-07280-x",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study couples organic acid-based hemicellulose fractionation with xylose conversion to poly(3-hydroxybutyrate) by fermentation with Priestia megaterium.",
      "quote": "Organic acid–based hemicellulose fractionation and xylose-to-poly(3-hydroxybutyrate) production via Priestia megaterium fermentation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:37+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:928f062ed832d1f6",
      "doi": null,
      "source_type": "news",
      "title": "Avantium stock surges 7.5% following first FDCA production at Delfzijl plant - Idéal Investisseur",
      "venue": "Idéal Investisseur",
      "authors": "",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMizwFBVV95cUxORWZvb1B0WlhSbVJxUDZSTnJDQ04tczVRTXlCOVp6NG9lRWJuMWZkQ3FGYWtNaVpWVVZaT0xXSW1uSmphclYxQ01XQWJLYWtmdDVGbUIyNE9jZldmWlN6Wmhzc0JPLVRLTEZZMU9BdGYtbUZ5UUhsX01qcHpHT24zMU9aQXY5bDZMamJMMDVDdmdNcW9JbHpxSHhmYmVPQmdqQWtEeW5OeDM4blBROWc3a1g4WUZzRWJpZGFyd09qYk1odkx3SzlnVmRIT2M5Sms?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.75,
      "signal_type": "market",
      "region": "Netherlands",
      "summary": "The report says Avantium shares rose 7.5% after first FDCA production at its Delfzijl plant.",
      "quote": "Avantium stock surges 7.5% following first FDCA production",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "epmc:PMC:PMC13666614",
      "doi": null,
      "source_type": "journal",
      "title": "Effect of Graft Development in PLLA-Functionalized Cellulose Nanocrystals on Dispersibility, Transparency, and Mechanical Reinforcement in PLA Nanocomposites",
      "venue": "Polymers",
      "authors": "",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://europepmc.org/article/PMC/PMC13666614",
      "language": "en",
      "via": "europepmc",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLLA-functionalized cellulose nanocrystals were studied for how graft development affects dispersibility, transparency and mechanical reinforcement in PLA nanocomposites.",
      "quote": "Effect of Graft Development in PLLA-Functionalized Cellulose Nanocrystals on Dispersibility, Transparency, and Mechanical Reinforcement in PLA Nanocomposites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:37+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:824ed9da11440ef1",
      "doi": null,
      "source_type": "news",
      "title": "CJ Biomaterials Secures BPI, TÜV AUSTRIA Certifications for New PHACT™ All-PHA Compound Designed for Home Compostable Cutlery - markets.businessinsider.com",
      "venue": "markets.businessinsider.com",
      "authors": "",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMijwJBVV95cUxOOUR1RlFMakpHVVIzeWdjVld4NFlXeHB3WXVlWWx2WWtDMHFXM1ZwTi1vWklGbkNncU1LelJyUXEyS1pMYksxaWFKRHRCbWxVa1laQW9EUmt5S3JIV1ZSREVtNlBpb0E5dG4tdmpnSmpmYkkxNHZVU0QwODRvTktGUURyZVFUQS0xbnZ1UlY3b2xxWHloaXowRnc5SUl2bnU2a2ttRnhpUm9sUFJxUEtjVE9JM3hZTE1KNkYwcmxFa0xpdUVvLVh4UW1KQVZCSjJPNkdhR0ZQOGMydG5WaElYbDlJR0R1NmZHMGpWb2phLWZOZnVNaUdZdHl5N3BOV2Q3OHh0Mnp6eTZmSnVuRGhV?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "other",
      "region": "not stated",
      "summary": "CJ Biomaterials says its new PHACT all-PHA compound for home compostable cutlery has received BPI and TÜV AUSTRIA certifications.",
      "quote": "New PHACT™ All-PHA Compound Designed for Home Compostable Cutlery",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biteb.2026.102969",
      "doi": "10.1016/j.biteb.2026.102969",
      "source_type": "journal",
      "title": "Mixed-carbon co-feeding of formate, acetate, and propionate enables tunable polyhydroxyalkanoate biosynthesis",
      "venue": "Bioresource Technology Reports",
      "authors": "Peng, He, Deng et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.biteb.2026.102969",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Mixed-carbon co-feeding of formate, acetate and propionate is reported to enable tunable polyhydroxyalkanoate biosynthesis.",
      "quote": "Mixed-carbon co-feeding of formate, acetate, and propionate enables tunable polyhydroxyalkanoate biosynthesis",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:35+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.179159",
      "doi": "10.1016/j.cej.2026.179159",
      "source_type": "journal",
      "title": "Filler-free, small-molecule-induced hydrogen-bond reconstruction enables enhanced piezoelectric performance in polyamide 11",
      "venue": "Chemical Engineering Journal",
      "authors": "Ge, Li, Jiang et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.179159",
      "language": "en",
      "via": "crossref",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title reports that filler-free, small-molecule-induced hydrogen-bond reconstruction enhances piezoelectric performance in polyamide 11.",
      "quote": "Filler-free, small-molecule-induced hydrogen-bond reconstruction enables enhanced piezoelectric performance in polyamide 11",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.5109/7442748",
      "doi": "10.5109/7442748",
      "source_type": "journal",
      "title": "Synthesis of Cellulose Acetate-graft-Poly(propylene carbonate) from CO₂-based Polycarbonate and Cellulose Acetate",
      "venue": "Evergreen",
      "authors": "Shiobara, 彩乃, Nakano",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.5109/7442748",
      "language": "en",
      "via": "openalex",
      "route": "polycarbonates",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Researchers synthesised cellulose acetate-graft-poly(propylene carbonate) by grafting alkyne-terminated CO2-based PPC onto cellulose acetate via CuAAC; graft copolymers showed higher thermal decomposition temperature than PPC.",
      "quote": "The resulting graft copolymers exhibit higher thermal decomposition temperature compared with PPC.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/polymscitech.6c00055",
      "doi": "10.1021/polymscitech.6c00055",
      "source_type": "journal",
      "title": "Stereocomplex-Enhanced Shear Viscosity of PLA-PEG-PLA Amphiphilic Triblock Copolymers",
      "venue": "Polymer Science & Technology",
      "authors": "Deng, Roshandel, Zhou et al.",
      "published_date": "2026-09-15",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/polymscitech.6c00055",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Biodegradable PLLA-PEG-PLLA and PDLA-PEG-PDLA triblock copolymers and their stereocomplexes were synthesized and their shear viscosity in brine measured for drag-reduction use.",
      "quote": "we synthesized a series of biodegradable copolymers, PLLA-PEG-PLLA and PDLA-PEG-PDLA, and prepared their stereocomplexes",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biombioe.2026.110088",
      "doi": "10.1016/j.biombioe.2026.110088",
      "source_type": "journal",
      "title": "Exogenous inhibition for remediation and prevention of sludge bulking in mixed culture polyhydroxyalkanoates systems: Performance, microbial response and life cycle assessment",
      "venue": "Biomass and Bioenergy",
      "authors": "Liu, Wang, Liu et al.",
      "published_date": "2026-09-17",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.biombioe.2026.110088",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "N-acetylcysteine and tetracycline inhibition strategies controlled sludge bulking in mixed-culture PHA production and, per the authors, cut environmental loads by 30%–45%.",
      "quote": "NAC and TC strategies cut environmental loads by 30%–45%",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/mame.70353",
      "doi": "10.1002/mame.70353",
      "source_type": "journal",
      "title": "Amino Acid‐Based Thermoplastic Polyurethanes for Pelvic Floor Tissue Scaffolds",
      "venue": "Macromolecular Materials and Engineering",
      "authors": "Bateman, Fulton, Lundy et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/mame.70353",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A biodegradable thermoplastic polyurethane made with an amino acid-based diisocyanate, polycaprolactone diol and PEG was processed into porous scaffolds for pelvic floor tissue.",
      "quote": "A biodegradable thermoplastic polyurethane (TPU) was synthesized using an amino acid-based diisocyanate",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:18+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.bcab.2026.104257",
      "doi": "10.1016/j.bcab.2026.104257",
      "source_type": "journal",
      "title": "Enhanced Poly(3-hydroxybutyrate) (PHB) production by Chlorella miniata via a two-stage nitrogen starvation strategy",
      "venue": "Biocatalysis and Agricultural Biotechnology",
      "authors": "Han, Jang, Eom et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.bcab.2026.104257",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A two-stage nitrogen starvation strategy is applied to the microalga Chlorella miniata to enhance poly(3-hydroxybutyrate) production.",
      "quote": "Enhanced Poly(3-hydroxybutyrate) (PHB) production by Chlorella miniata via a two-stage nitrogen starvation strategy",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:35+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.134758",
      "doi": "10.1016/j.biortech.2026.134758",
      "source_type": "journal",
      "title": "Dual valorization of rice and potato byproducts into nanostructured additives and starch matrices for thermoplastic starch bioplastics",
      "venue": "Bioresource Technology",
      "authors": "Brites, Benito-González, López-Rubio et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.biortech.2026.134758",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Rice and potato byproducts are converted into nanostructured additives and starch matrices for thermoplastic starch bioplastics.",
      "quote": "Dual valorization of rice and potato byproducts into nanostructured additives and starch matrices for thermoplastic starch bioplastics",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.179236",
      "doi": "10.1016/j.cej.2026.179236",
      "source_type": "journal",
      "title": "Synergistic plasticization and crosslinking via deep eutectic solvent and epoxidized soybean oil for high-performance lignocellulosic bioplastics from Ginkgo Biloba leaves",
      "venue": "Chemical Engineering Journal",
      "authors": "Xi, Lin, Cao et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.179236",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes plasticization and crosslinking, using a deep eutectic solvent and epoxidized soybean oil, to make lignocellulosic bioplastics from Ginkgo biloba leaves.",
      "quote": "high-performance lignocellulosic bioplastics from Ginkgo Biloba leaves",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.conbuildmat.2026.147606",
      "doi": "10.1016/j.conbuildmat.2026.147606",
      "source_type": "journal",
      "title": "Cardanol-curing-enabled interfacial stabilization: Defect confinement and barrier retention in a partially bio-derived epoxy clear coating",
      "venue": "Construction and Building Materials",
      "authors": "He, Wang, Liu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.conbuildmat.2026.147606",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study investigates cardanol curing for interfacial stabilization in a partially bio-derived epoxy clear coating.",
      "quote": "Cardanol-curing-enabled interfacial stabilization",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.114978",
      "doi": "10.1016/j.eurpolymj.2026.114978",
      "source_type": "journal",
      "title": "Highly active tetranuclear sodium Salan complexes for the ring-opening polymerization of L-lactide and tert-butyl glycidyl ether to form poly(L-lactide)-b-poly(tert-butyl glycidyl ether)",
      "venue": "European Polymer Journal",
      "authors": "Teja, Liu, Chuang et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.114978",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Tetranuclear sodium Salan complexes catalyse ring-opening polymerization of L-lactide and tert-butyl glycidyl ether to give a poly(L-lactide) block copolymer.",
      "quote": "Highly active tetranuclear sodium Salan complexes for the ring-opening polymerization of L-lactide",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115019",
      "doi": "10.1016/j.eurpolymj.2026.115019",
      "source_type": "journal",
      "title": "Furan molecular architecture regulates the pyrolysis behavior and flame retardancy of bio-based DOPO-Derived epoxy thermosets",
      "venue": "European Polymer Journal",
      "authors": "Liu, Song, Guo et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115019",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper examines how furan molecular architecture in bio-based DOPO-derived epoxy thermosets influences pyrolysis behaviour and flame retardancy.",
      "quote": "Furan molecular architecture regulates the pyrolysis behavior and flame retardancy of bio-based DOPO-Derived epoxy thermosets",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.fbp.2026.06.022",
      "doi": "10.1016/j.fbp.2026.06.022",
      "source_type": "journal",
      "title": "Examining the potential of aquatic plant duckweed biomass as a sustainable feedstock for bioplastics: Effect of duckweed species and loading content on properties of PHBV/PBAT/plasticized duckweed biomass blends",
      "venue": "Food and Bioproducts Processing",
      "authors": "Dang, Yoksan, Matsumoto et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.fbp.2026.06.022",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Blends of PHBV, PBAT and plasticized duckweed biomass were prepared and their properties examined as a function of duckweed species and loading.",
      "quote": "PHBV/PBAT/plasticized duckweed biomass blends",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153503",
      "doi": "10.1016/j.ijbiomac.2026.153503",
      "source_type": "journal",
      "title": "Preparation and properties of poly (butylene succinate-co-butylene terephthalate)/poly (L-lactic acid) composite films reinforced with coal gangue as a functional filler",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Li, Liu, Li et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153503",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Composite films of poly(butylene succinate-co-butylene terephthalate) and poly(L-lactic acid) reinforced with coal gangue filler were prepared and their properties characterised.",
      "quote": "poly (butylene succinate-co-butylene terephthalate)/poly (L-lactic acid) composite films reinforced with coal gangue",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153522",
      "doi": "10.1016/j.ijbiomac.2026.153522",
      "source_type": "journal",
      "title": "Strength-toughness balanced, high UV-shielding PBAT/PLA-based films by incorporating biodegradable epoxy-based terpolymer and acetylated lignin",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Yuan, Zhu, Liu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153522",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study prepares PBAT/PLA-based films incorporating a biodegradable epoxy-based terpolymer and acetylated lignin, targeting balanced strength-toughness and high UV shielding.",
      "quote": "Strength-toughness balanced, high UV-shielding PBAT/PLA-based films",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:32+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jcis.2026.140402",
      "doi": "10.1016/j.jcis.2026.140402",
      "source_type": "journal",
      "title": "Tuning mesoporous architecture in Au-CoOx/m-CeO2 catalysts for enhanced aerobic oxidation of 5-Hydroxymethylfurfural to 2,5-Furandicarboxylic acid",
      "venue": "Journal of Colloid and Interface Science",
      "authors": "Li, Zhou, Yao et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.jcis.2026.140402",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper tunes mesoporous Au-CoOx/m-CeO2 catalysts for aerobic oxidation of 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid.",
      "quote": "Tuning mesoporous architecture in Au-CoOx/m-CeO2 catalysts for enhanced aerobic oxidation of 5-Hydroxymethylfurfural to 2,5-Furandicarboxylic acid",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130471",
      "doi": "10.1016/j.polymer.2026.130471",
      "source_type": "journal",
      "title": "Castor oil-based hyperbranched epoxy resins for simultaneous reinforcing and toughening of DGEBA thermosets",
      "venue": "Polymer",
      "authors": "Wei, Li, Zeng et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130471",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Castor oil-based hyperbranched epoxy resins are examined for simultaneous reinforcing and toughening of DGEBA thermosets.",
      "quote": "Castor oil-based hyperbranched epoxy resins for simultaneous reinforcing and toughening of DGEBA thermosets",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130501",
      "doi": "10.1016/j.polymer.2026.130501",
      "source_type": "journal",
      "title": "Nucleation-driven self-reinforcement of Poly(lactic acid) via stereocomplexation: Mechanical and rheological properties",
      "venue": "Polymer",
      "authors": "Trofin, Borůvka, Kaineder et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130501",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The paper reports nucleation-driven self-reinforcement of poly(lactic acid) through stereocomplexation and characterises mechanical and rheological properties.",
      "quote": "Nucleation-driven self-reinforcement of Poly(lactic acid) via stereocomplexation: Mechanical and rheological properties",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:17+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130511",
      "doi": "10.1016/j.polymer.2026.130511",
      "source_type": "journal",
      "title": "Phthalonitrile resins with benzoxazine moieties from bio-based monophenols: synthesis, curing and properties",
      "venue": "Polymer",
      "authors": "Rao, Lu, Jiang et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130511",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Phthalonitrile resins bearing benzoxazine moieties were synthesised from bio-based monophenols, with curing behaviour and properties reported.",
      "quote": "Phthalonitrile resins with benzoxazine moieties from bio-based monophenols: synthesis, curing and properties",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:07+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130536",
      "doi": "10.1016/j.polymer.2026.130536",
      "source_type": "journal",
      "title": "Aggregate structure evolution of poly(lactic acid) fibers: Synergistically enhancing strength, toughness, and heat resistance via long-chain branching–heterogeneous nucleation coupling",
      "venue": "Polymer",
      "authors": "Zhang, Guo, Yu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130536",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The paper reports poly(lactic acid) fibres whose strength, toughness and heat resistance are enhanced by coupling long-chain branching with heterogeneous nucleation.",
      "quote": "Aggregate structure evolution of poly(lactic acid) fibers: Synergistically enhancing strength, toughness, and heat resistance via long-chain branching–heterogeneous nucleation coupling",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:17+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.seppur.2026.139866",
      "doi": "10.1016/j.seppur.2026.139866",
      "source_type": "journal",
      "title": "Guiding the selection of PHA extraction methods through environmental, techno-economic, and physicochemical characterization",
      "venue": "Separation and Purification Technology",
      "authors": "Vázquez-Vázquez, Martínez-Rey, Río et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.seppur.2026.139866",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study combines LCA, life cycle costing and physicochemical characterization to screen nine PHA recovery routes from used cooking oil biomass, finding NaOH and H2O2 digestion most promising.",
      "quote": "Polyhydroxyalkanoates (PHAs) produced from used cooking oil (UCO) are promising alternatives",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1186/s40643-026-01119-z",
      "doi": "10.1186/s40643-026-01119-z",
      "source_type": "journal",
      "title": "Polyhydroxybutyrate (PHB) production from halophiles: a comprehensive review.",
      "venue": "Bioresources and bioprocessing",
      "authors": "Ganapathy NRV, Singh S, Ranawat S, Hada N, Sankaranarayanan M, Parthipan P.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1186/s40643-026-01119-z",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review covers PHB production by halophilic bacteria, including metabolic pathways, waste-derived feedstocks, green extraction and remaining commercialisation barriers.",
      "quote": "This review provides a comprehensive overview of recent improvements in PHB production by halophilic bacteria",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.56042/ijftr.v51i3.20383",
      "doi": "10.56042/ijftr.v51i3.20383",
      "source_type": "journal",
      "title": "Development of Hemp/PLA based sustainable headliner for automotive interiors",
      "venue": "Indian Journal of Fibre & Textile Research",
      "authors": "",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.56042/ijftr.v51i3.20383",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Title reports development of a hemp/PLA-based sustainable headliner for automotive interiors; no abstract was provided.",
      "quote": "Development of Hemp/PLA based sustainable headliner for automotive interiors",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.20944/preprints202609.0150.v1",
      "doi": "10.20944/preprints202609.0150.v1",
      "source_type": "preprint",
      "title": "Polyhydroxyurethanes as Emerging Non-Isocyanate Tougheners for PLA/PHA Blends: Chemistry, Morphology, Reprocessability, and End-of-Life Design",
      "venue": "Preprints.org",
      "authors": "Nakib, Menceloǵlu",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.20944/preprints202609.0150.v1",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review proposes design rules for polyhydroxyurethane tougheners and interfacial modifiers in PLA/PHA blends, noting that direct evidence for ternary PLA/PHA/PHU systems remains scarce.",
      "quote": "direct evidence for ternary PLA/PHA/PHU systems remains scarce",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:11+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acspolymersau.6c00111",
      "doi": "10.1021/acspolymersau.6c00111",
      "source_type": "journal",
      "title": "From Byproduct to Platform: Can Kraft Lignin Outcompete Lignosulfonates?",
      "venue": "ACS Polymers Au",
      "authors": "Rodrigues, Freitas, Dutta et al.",
      "published_date": "2026-09-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acspolymersau.6c00111",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Perspective argues fractionated and functionalised kraft lignin could compete with lignosulfonates as dispersants, noting heterogeneity, process complexity, scalability and cost challenges.",
      "quote": "kraft lignin (KL) is produced at multimillion-tonne levels annually and is now being acknowledged as a renewable aromatic polymer",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.5281/zenodo.22299174",
      "doi": "10.5281/zenodo.22299174",
      "source_type": "journal",
      "title": "Ring-Expansion Polymerization of L-Lactide with substituted SDOL catalysts",
      "venue": "Zenodo (CERN European Organization for Nuclear Research)",
      "authors": "Weidner, Kricheldorf, Tretow",
      "published_date": "2026-09-04",
      "date_precision": "day",
      "url": "https://doi.org/10.5281/zenodo.22299174",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Dataset on ring-expansion polymerization of L-lactide with substituted catalysts, where bulkier substituents favour cyclic polylactides and extended-ring crystallites.",
      "quote": "the influence of different catalysts on the ring-expansion polymerization (REP) of L-lactide",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:22+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15008380/v1",
      "doi": "10.26434/chemrxiv.15008380/v1",
      "source_type": "preprint",
      "title": "Decoupling additive manufacturing from virgin resource consumption through recyclable bio-composites",
      "venue": "ChemRxiv",
      "authors": "Hsieh, Alfuraydi, Hassan et al.",
      "published_date": "2026-09-06",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15008380/v1",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A fully bio-derived composite platform for direct ink writing uses dynamic lipoic acid networks with renewable fillers and can be thermally recycled back into printable ink; an LCA is reported.",
      "quote": "our lipoate matrix enables printed objects to be thermally recycled directly back into their original printable ink",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:33:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s13399-026-07264-x",
      "doi": "10.1007/s13399-026-07264-x",
      "source_type": "journal",
      "title": "Molecular docking- Guided metabolic redirection approach to design potential media for production of polyhydroxyalkanoate in Bacillus cereus MTCC25697",
      "venue": "Biomass Conversion and Biorefinery",
      "authors": "Kankonkar, Khandeparker",
      "published_date": "2026-09-08",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s13399-026-07264-x",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study uses a molecular docking-guided metabolic redirection approach to design media for polyhydroxyalkanoate production in Bacillus cereus MTCC25697.",
      "quote": "Molecular docking- Guided metabolic redirection approach to design potential media for production of polyhydroxyalkanoate in Bacillus cereus MTCC25697",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:23:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:51c2d5012f9b58a0",
      "doi": null,
      "source_type": "news",
      "title": "ReBioCycle Demonstrates Closed-Loop Recycling of PLA Bioplastics from Mixed Plastic Waste - Plastics Technology",
      "venue": "Plastics Technology",
      "authors": "",
      "published_date": "2026-09-10",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiuwFBVV95cUxQcl9nNjZrSlREZGlzWkJlWXhiNHctc3A1OFZrdjBNU2czVUxVR0V4R0NqcGQ1Sk5FSGg3a0o4dVpIbEpHaE5RMFRVYXlMLVVjSDNiVks2cDR6S052MGF4dURlZnVvcHFESlNsbnl5dnJsbEh1SHBScVMtcWdiVUZjRlQ3OXRvalhPbTZVSW0zV2JWVktkLVRRa1ZoZnNHQThZeEZFWGV3eEhnX1Bvc2t3UlRESndyRjZFQjBV?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The ReBioCycle project reports demonstrating closed-loop recycling of PLA bioplastics recovered from mixed plastic waste.",
      "quote": "Closed-Loop Recycling of PLA Bioplastics from Mixed Plastic Waste",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.wasman.2026.115847",
      "doi": "10.1016/j.wasman.2026.115847",
      "source_type": "journal",
      "title": "Integrating life cycle assessment and environmental life cycle costing to evaluate used cooking oil valorisation routes.",
      "venue": "Waste management (New York, N.Y.)",
      "authors": "Vázquez-Vázquez B, Del Río ÁV, Mosquera-Corral A, Hospido A.",
      "published_date": "2026-09-12",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.wasman.2026.115847",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Life-cycle and cost assessment compares five used cooking oil valorisation routes, including two PHA-based bioplastic process configurations.",
      "quote": "polyhydroxyalkanoate (PHA)-based bioplastics (two process configurations)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:03+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1039/d6ra05823j",
      "doi": "10.1039/d6ra05823j",
      "source_type": "journal",
      "title": "Poly(lactic acid) hybrid nanocomposites with synergistic cellulose nanocrystal-carbon reinforcement for sustainable packaging and multifunctional applications.",
      "venue": "RSC advances",
      "authors": "Verma K, Siddiki SH, Maity CK, Balasubramaniam B, Singh A, Tiyasha T, Bhagat SK, Mehta A, Bahadur J.",
      "published_date": "2026-09-16",
      "date_precision": "day",
      "url": "https://doi.org/10.1039/d6ra05823j",
      "language": "en",
      "via": "europepmc",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA nanocomposites reinforced with cellulose nanocrystals plus carbon nanotubes and reduced graphene oxide showed changed crystallinity, barrier, surface and enzymatic degradation properties.",
      "quote": "novel bio-nanocomposites based on poly(lactic acid) (PLA) that are reinforced in a combined way with cellulose nanocrystals (CNC)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:43+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsapm.6c02704",
      "doi": "10.1021/acsapm.6c02704",
      "source_type": "journal",
      "title": "Monomaterial Self-Reinforced PHB Copolymer Fibers via Core–Shell Electrospinning and Selective Thermal Coalescence",
      "venue": "ACS Applied Polymer Materials",
      "authors": "Heidarian, Halley, McNally et al.",
      "published_date": "2026-09-17",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsapm.6c02704",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Core–shell electrospinning of PHBV core and PHBH shell fibers followed by annealing produced self-reinforced PHB copolymer mats with higher toughness than neat PHBV mats.",
      "quote": "a self-reinforcement strategy based on PHB copolymers",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:10+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15009113/v1",
      "doi": "10.26434/chemrxiv.15009113/v1",
      "source_type": "preprint",
      "title": "Dynamic Coordination Enables Moisture-Tolerant Organoaluminum Catalysis for Controlled Ring-Opening Polymerization",
      "venue": "American Chemical Society (ACS)",
      "authors": "Yan, Ge, Wang et al.",
      "published_date": "2026-09-20",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15009113/v1",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A dynamic-ligand organoaluminium catalyst enables controlled ring-opening polymerization of lactide and lactones in air, reaching a turnover frequency of 8400 h-1 for bulk L-lactide.",
      "quote": "a high turnover frequency (TOF) of 8400 h-1 for the bulk ROP of l-lactide conducted at 180 °C in air",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pen.70874",
      "doi": "10.1002/pen.70874",
      "source_type": "journal",
      "title": "Tailoring Aliphatic–Aromatic PBAT Copolyesters for Melt‐Blown Biodegradable Nonwovens",
      "venue": "Polymer Engineering and Science",
      "authors": "He, Zhang, Yu et al.",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pen.70874",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Aliphatic–aromatic PBAT copolyesters with varied terephthalic-to-adipic acid ratios were pilot melt-blown into biodegradable nonwovens, with the 7:3 grade giving uniform 22.31 μm fibres.",
      "quote": "PBAT 7:3 achieved the optimal viscoelastic balance, yielding uniform fibers (22.31 μm)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1186/s44316-026-00063-4",
      "doi": "10.1186/s44316-026-00063-4",
      "source_type": "journal",
      "title": "Microbial polyhydroxyalkanoates: advances, omics-driven insights and industrial applications with a focus on Streptomyces sp.",
      "venue": "Biotechnology for Sustainable Materials",
      "authors": "Giri, Kabiraj, Ray",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://doi.org/10.1186/s44316-026-00063-4",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review covers PHA production by Streptomyces, including metabolic pathways, omics insights and bioprocess optimization, and notes barriers to industrial scale.",
      "quote": "Streptomyces species have gained attention as promising yet underexplored candidates for PHA production",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1134/s207511332670098x",
      "doi": "10.1134/s207511332670098x",
      "source_type": "journal",
      "title": "Investigation of the Effect of Calcium Phosphates on the Structure and Properties of Poly(-3-Hydroxybutyrate-4-Hydroxybutyrate)",
      "venue": "Inorganic Materials: Applied Research",
      "authors": "Fedotov, Tyubaeva, Baranov et al.",
      "published_date": "2026-09-23",
      "date_precision": "day",
      "url": "https://doi.org/10.1134/s207511332670098x",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study investigates how calcium phosphates affect the structure and properties of poly(3-hydroxybutyrate-4-hydroxybutyrate).",
      "quote": "Investigation of the Effect of Calcium Phosphates on the Structure and Properties of Poly(-3-Hydroxybutyrate-4-Hydroxybutyrate)",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18192324",
      "doi": "10.3390/polym18192324",
      "source_type": "journal",
      "title": "Tribological Performance of FFF-Printed PLA and PLA-Wood Parts: The Effects of Infill Architecture, Heat Treatment, and Water Absorption",
      "venue": "Polymers",
      "authors": "Ergene, Yıldız",
      "published_date": "2026-09-23",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18192324",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study evaluates tribological performance of FFF-printed PLA and PLA-wood parts, considering infill architecture, heat treatment and subsequent water absorption.",
      "quote": "reducing volumetric wear loss from 17.97 to 14.32 mm3 (approximately 20%)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s12223-026-01590-3",
      "doi": "10.1007/s12223-026-01590-3",
      "source_type": "journal",
      "title": "Phylogenetic characterization and optimization of waste-valorizing Priestia megaterium GASCKPHA2 for sustainable polyhydroxyalkanoate production",
      "venue": "Folia Microbiologica",
      "authors": "M, Prasannakumar, I et al.",
      "published_date": "2026-09-24",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s12223-026-01590-3",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Priestia megaterium GASCKPHA2 was identified and culture conditions optimised for PHA production from low-cost renewable substrates, with banana peel extract supporting high production.",
      "quote": "Among all substrates, banana peel extract was found to support high PHA production.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pc.71654",
      "doi": "10.1002/pc.71654",
      "source_type": "journal",
      "title": "Nanosilica Driven Structure–Property Behavior in Poly(3‐Hydroxybutyrate‐Co‐3‐Hydroxyvalerate)/Bamboo Biocomposites for Sustainable Packaging",
      "venue": "Polymer Composites",
      "authors": "Bairwan, Zulkifli, Asniza et al.",
      "published_date": "2026-09-26",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pc.71654",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PHBV/bamboo/silica-nanoparticle biocomposites were melt compounded; 2 wt% nanosilica gave the highest tensile strength (21.28 MPa), lowest water absorption and improved flame retardancy.",
      "quote": "The SNP 2% composite exhibited the highest tensile strength (21.28 MPa)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:53+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s40436-026-00622-y",
      "doi": "10.1007/s40436-026-00622-y",
      "source_type": "journal",
      "title": "Additive manufacturing of PHBH and PBAT biopolymers via fused filament fabrication: a comparison between thermal and thermo-mechanical properties",
      "venue": "Advances in Manufacturing",
      "authors": "Colucci, Fontana, Coser et al.",
      "published_date": "2026-09-26",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s40436-026-00622-y",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PHBH and PBAT were extruded into filaments and 3D printed; PHBH stayed stiff but brittle, while PBAT retained thermal stability and flexibility.",
      "quote": "PHBH retains high stiffness and strength but remains brittle",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:53+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s00396-026-05732-4",
      "doi": "10.1007/s00396-026-05732-4",
      "source_type": "journal",
      "title": "Effect of cellulose acetate butyrate on flow-induced crystallization of poly(3-hydroxybutyrate-co-3-hydroxyhexanoate)",
      "venue": "Colloid & Polymer Science",
      "authors": "Tassakarn, Yamaguchi, Sunagawa",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s00396-026-05732-4",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Blending PHBHHx with cellulose acetate butyrate slowed quiescent crystallization but enhanced flow-induced crystallization, which the authors link to broader processing windows.",
      "quote": "flow-induced crystallization of PHBHHx was enhanced",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s11696-026-05550-6",
      "doi": "10.1007/s11696-026-05550-6",
      "source_type": "journal",
      "title": "Metal-center effects of Ce-, Fe-, and Co-Salen complexes in the melt ring-opening polymerization of rac-lactide",
      "venue": "Chemical Papers",
      "authors": "Chen, Sheng, Liu et al.",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s11696-026-05550-6",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The paper compares cerium, iron and cobalt Salen complexes as catalysts in the melt ring-opening polymerization of rac-lactide.",
      "quote": "Metal-center effects of Ce-, Fe-, and Co-Salen complexes",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.est.2026.124743",
      "doi": "10.1016/j.est.2026.124743",
      "source_type": "journal",
      "title": "Poly(lactic acid) - PLA as sustainable building block to enhance structural stability and performance of PEO-based electrolytes",
      "venue": "Journal of Energy Storage",
      "authors": "Jouve, Balducci, Gastaldi et al.",
      "published_date": "2026-09-29",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.est.2026.124743",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLLA-PEO-PLLA and PDLA-PEO-PDLA triblock copolymers, including stereocomplex PLA, were dry-blended into PEO/LiTFSI solid polymer electrolytes and tested in lithium metal cells.",
      "quote": "introducing PLA and, particularly, stereocomplex PLA in the UV-cured SPEs, led to improved electrochemical stability",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:def8dc5fa026c6a6",
      "doi": null,
      "source_type": "news",
      "title": "Grüner Wasserstoff und Bio-Plastik: Startup Furanova baut in Burgkirchen - Innsalzach24",
      "venue": "Innsalzach24",
      "authors": "",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiiwJBVV95cUxOX3d1RjlCOXZVRzhHQ1NCM2lfdkR5SHRyVmxiTUlFZmhaQ0xVWlF5ejRtbVBPR0xNbmp4NDJHYUZQWWVsX1I5OGdDRWdMOEtEUnUzR1BjUFg0RWFqRnB1ZzVOSWJKcmtETG5JMmcteEhUQ1RTSmREcTBqTEJzUXptY2JmeHNIbFNBN0Qza1BnRE44R2lYMER4VFJaeWhRekh0TENDMWJWd2VwNFVrakduRlh3cUc4N2NoMXlUQUtGZTFJMGFYY3lnY1VDcU1FU282TmhyQ0VHSlZZSUpKZ2lzVDBBWXU1by1maTlVcnZQUWxycllCZEZoaHJGTnJxcFR5S2pNei13bENTYzQ?oc=5",
      "language": "de",
      "via": "google-news:de",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.7,
      "signal_type": "scale-up",
      "region": "Germany",
      "summary": "The report says startup Furanova is building a bio-plastics production site in Burgkirchen linked to green hydrogen.",
      "quote": "Grüner Wasserstoff und Bio-Plastik: Startup Furanova baut in Burgkirchen",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biombioe.2026.109273",
      "doi": "10.1016/j.biombioe.2026.109273",
      "source_type": "journal",
      "title": "Formaldehyde-free lignin-phenol glyoxal adhesives from coconut-shell Kraft lignin for plywood bonding",
      "venue": "Biomass and Bioenergy",
      "authors": "Sharulnizam, Osman, Idris et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.biombioe.2026.109273",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study reports formaldehyde-free lignin-phenol glyoxal adhesives made from coconut-shell Kraft lignin for plywood bonding.",
      "quote": "Formaldehyde-free lignin-phenol glyoxal adhesives from coconut-shell Kraft lignin for plywood bonding",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.carpta.2026.101198",
      "doi": "10.1016/j.carpta.2026.101198",
      "source_type": "journal",
      "title": "Plasticization of extruded thermoplastic starch via xylitol–glycerol low transition temperature mixtures: synergistic effects compared to conventional polyol systems",
      "venue": "Carbohydrate Polymer Technologies and Applications",
      "authors": "Martínez-Pérez, Dominici, García-Quesada et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.carpta.2026.101198",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Extruded thermoplastic starch is plasticized with xylitol-glycerol low transition temperature mixtures, with synergistic effects reported versus conventional polyol systems.",
      "quote": "Plasticization of extruded thermoplastic starch via xylitol–glycerol low transition temperature mixtures: synergistic effects compared to conventional polyol systems",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.enzmictec.2026.110931",
      "doi": "10.1016/j.enzmictec.2026.110931",
      "source_type": "journal",
      "title": "Conversion of Poly(3-hydroxybutyrate) (PHB) bioplastics to short-chain fatty acids by acidogenic fermentation: Effect of inoculum to substrate ratio, PHB pre-treatment and operating temperature",
      "venue": "Enzyme and Microbial Technology",
      "authors": "Mukherjee, Wang, Venkiteshwaran et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.enzmictec.2026.110931",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Acidogenic fermentation converts poly(3-hydroxybutyrate) bioplastics to short-chain fatty acids, testing inoculum-to-substrate ratio, PHB pre-treatment and operating temperature.",
      "quote": "Conversion of Poly(3-hydroxybutyrate) (PHB) bioplastics to short-chain fatty acids by acidogenic fermentation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:35+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.114988",
      "doi": "10.1016/j.eurpolymj.2026.114988",
      "source_type": "journal",
      "title": "Highly flexible polyester macroinitiator enabled strength-retaining toughening of PLGA",
      "venue": "European Polymer Journal",
      "authors": "Qi, Zhang, Ren et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.114988",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A flexible polyester macroinitiator is used to toughen PLGA while retaining its strength, according to the title.",
      "quote": "Highly flexible polyester macroinitiator enabled strength-retaining toughening of PLGA",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115004",
      "doi": "10.1016/j.eurpolymj.2026.115004",
      "source_type": "journal",
      "title": "Sustainable CO2-based Non-Isocyanate Polyurethanes: Performance optimization strategies and future Perspectives",
      "venue": "European Polymer Journal",
      "authors": "Shi, Jia, He et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115004",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review discusses performance optimization strategies and future perspectives for CO2-based non-isocyanate polyurethanes.",
      "quote": "Sustainable CO2-based Non-Isocyanate Polyurethanes: Performance optimization strategies and future Perspectives",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:12+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124121",
      "doi": "10.1016/j.indcrop.2026.124121",
      "source_type": "journal",
      "title": "Wholly bio-based hyperbranched waterborne polyurethane coatings reinforced with surface-engineered cellulose nanofibers for sustainable wood protection",
      "venue": "Industrial Crops and Products",
      "authors": "Qi, Li, Song et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124121",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The work describes wholly bio-based hyperbranched waterborne polyurethane coatings reinforced with surface-engineered cellulose nanofibers for wood protection.",
      "quote": "Wholly bio-based hyperbranched waterborne polyurethane coatings reinforced with surface-engineered cellulose nanofibers",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:32+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mtcomm.2026.115993",
      "doi": "10.1016/j.mtcomm.2026.115993",
      "source_type": "journal",
      "title": "Micropore formation during hydrolytic degradation of PLA/IA and PLA/PIA blends: The role of leaching processes, water absorption, and hydrolysis",
      "venue": "Materials Today Communications",
      "authors": "Carrasco-Fernández, Campos-Venegas, Estrada-Moreno et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.mtcomm.2026.115993",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines micropore formation during hydrolytic degradation of PLA/IA and PLA/PIA blends, focusing on leaching, water absorption and hydrolysis.",
      "quote": "Micropore formation during hydrolytic degradation of PLA/IA and PLA/PIA blends",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112260",
      "doi": "10.1016/j.polymdegradstab.2026.112260",
      "source_type": "journal",
      "title": "Comparative enzymatic degradation of poly(diethylene furanoate)-based block copolymers with polylactide or polycaprolactone",
      "venue": "Polymer Degradation and Stability",
      "authors": "Molnár, Hsu, Uyama",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112260",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study compares enzymatic degradation of poly(diethylene furanoate)-based block copolymers containing polylactide or polycaprolactone blocks.",
      "quote": "Comparative enzymatic degradation of poly(diethylene furanoate)-based block copolymers with polylactide or polycaprolactone",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:17+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.tibtech.2026.08.017",
      "doi": "10.1016/j.tibtech.2026.08.017",
      "source_type": "journal",
      "title": "Engineering Pseudomonas putida KT2440 for open-loop upcycling of mixed plastics",
      "venue": "Trends in biotechnology",
      "authors": "Meng, Karmainski, Ammar et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.tibtech.2026.08.017",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Engineered Pseudomonas putida KT2440 co-utilized five plastic-derived monomers and produced 0.70 g l -1 (R)-3-hydroxybutyrate directly from enzymatic hydrolysates of blended PET, PBAT and thermoplastic PU.",
      "quote": "0.70 g l -1 R-3HB was produced directly from enzymatic hydrolysates of blended PET, PBAT, and thermoplastic PU",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:23+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1111/jfpe.70773",
      "doi": "10.1111/jfpe.70773",
      "source_type": "journal",
      "title": "Valorization of Durian Rind Into Functional Cellulose–Chitosan Films for Sustainable Food Packaging",
      "venue": "Journal of Food Process Engineering",
      "authors": "Wonoputri, Evelyn, Elizabeth et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1111/jfpe.70773",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cellulose–chitosan films using durian rind cellulose were prepared and characterized; all films fully disintegrated within 10 days in soil burial and were tested for sponge cake packaging.",
      "quote": "All films fully disintegrated within 10 days under soil burial conditions",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18172156",
      "doi": "10.3390/polym18172156",
      "source_type": "journal",
      "title": "Natural Fiber-Reinforced Polylactic Acid Composites: 3D Printing, Life Cycle Assessment, and Applications.",
      "venue": "Polymers",
      "authors": "Motloung MP, Dhlamini KS, Ncube P, Malebo NJ, Mochane MJ.",
      "published_date": "2026-09-03",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18172156",
      "language": "en",
      "via": "europepmc",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review of FDM-printed natural fiber-reinforced PLA composites covering mechanical and tribological properties, life cycle assessment, printability and interfacial adhesion challenges.",
      "quote": "FDM printing of natural fiber-reinforced PLA composites (NFRPCs) has emerged",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:22+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/cssc.71022",
      "doi": "10.1002/cssc.71022",
      "source_type": "journal",
      "title": "From Furfural to Reprocessable Thermosets: Diels–Alder Monomers for Dynamic Polyurethane Networks",
      "venue": "ChemSusChem",
      "authors": "Galkin, Ananikov",
      "published_date": "2026-09-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/cssc.71022",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review of furfural-derived furan-maleimide Diels-Alder adducts used as preformed monomers for reprocessable polyurethane covalent adaptable networks, plus remaining challenges.",
      "quote": "functionalized furan-maleimide Diels-Alder adducts, derived from furfural, as preformed monomers",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:22+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.carpta.2026.101223",
      "doi": "10.1016/j.carpta.2026.101223",
      "source_type": "journal",
      "title": "Development of active gellan gum/microfibrillated cellulose films as sustainable alternatives to plastics for primary food packaging",
      "venue": "Carbohydrate Polymer Technologies and Applications",
      "authors": "Muzio, Sergi, Cairone et al.",
      "published_date": "2026-09-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.carpta.2026.101223",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Gellan gum, glycerol and microfibrillated cellulose films with pomegranate peel extract were optimised and tested for food packaging, including dry foods.",
      "quote": "films based on gellan gum (GG), glycerol (Gly), and micro-fibrillated cellulose (C) were produced through a solvent casting approach",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18172173",
      "doi": "10.3390/polym18172173",
      "source_type": "journal",
      "title": "Compressive Deformation, Damage Evolution, and Energy Absorption of 3D-Printed PLA and Short-Carbon-Fiber-Reinforced PLA Auxetic Metamaterials",
      "venue": "Polymers",
      "authors": "Luo, Qiu, Li et al.",
      "published_date": "2026-09-06",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18172173",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA and 10 wt% short-carbon-fibre-reinforced PLA auxetic metamaterials were 3D-printed; fibre addition raised tensile modulus and plateau stress but promoted stress localisation at hinges.",
      "quote": "Adding 10 wt% short carbon fibers increased the tensile modulus from 2.33 to 3.72 GPa",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:45+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/molecules31173131",
      "doi": "10.3390/molecules31173131",
      "source_type": "journal",
      "title": "Kombucha-Derived Bacterial Cellulose for Active and Biodegradable Food Packaging: Production, Modification, Performance, and Current Challenges.",
      "venue": "Molecules (Basel, Switzerland)",
      "authors": "Jasińska JM, Jamróz E.",
      "published_date": "2026-09-07",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/molecules31173131",
      "language": "en",
      "via": "europepmc",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review examines kombucha-derived bacterial cellulose production, purification and modification for food packaging, noting moisture sensitivity and limited migration and pilot-scale data.",
      "quote": "Purified KBC provides a continuous nanofibrillar network and can exhibit good mechanical and oxygen-barrier properties under dry conditions",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:45+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/app.71502",
      "doi": "10.1002/app.71502",
      "source_type": "journal",
      "title": "Visualizing Crystallization and Phase‐Separated Morphology in PBAT / PLA Blends Using an AIE Fluorescent Probe",
      "venue": "Journal of Applied Polymer Science",
      "authors": "Yang, Luo, Bai et al.",
      "published_date": "2026-09-08",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/app.71502",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "An AIE fluorescent probe was used to visualise crystallisation and phase separation in immiscible PLA/PBAT blends, showing probe enrichment at the interface.",
      "quote": "Fluorescence microscopy confirms TPE preferentially accumulates in the PLA phase and enriches at the PLA/PBAT interface",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:45+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s44509-026-00038-8",
      "doi": "10.1007/s44509-026-00038-8",
      "source_type": "journal",
      "title": "Research progress in the preparation of lactic acid from biomass by chemical catalytic process",
      "venue": "Discover Green Chemistry",
      "authors": "Tang, Sun, Shi et al.",
      "published_date": "2026-09-18",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s44509-026-00038-8",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review of chemo-catalytic routes producing lactic acid from biomass sugars, glycerol and lignocellulosic feedstocks using alkaline, acid and photocatalytic systems.",
      "quote": "the chemo-catalytic conversion of renewable biomass-especially non-edible lignocellulosic feedstocks-has emerged as a promising alternative",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:10+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18182310",
      "doi": "10.3390/polym18182310",
      "source_type": "journal",
      "title": "Raman Evaluation of the Crystallinity Degree of Star-Shaped Lactide Oligomers: An Influence of the Number, Length and Enantiomeric Composition of the Arms",
      "venue": "Polymers",
      "authors": "Bortsova, Kozlova, Kuznetsov et al.",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18182310",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Raman spectroscopy is applied to star-shaped L-lactide and D,L-lactide oligomers to evaluate crystallinity as a function of arm number, length and enantiomeric composition.",
      "quote": "Raman Evaluation of the Crystallinity Degree of Star-Shaped Lactide Oligomers: An Influence of the Number, Length and Enantiomeric Composition of the Arms",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:3d5a92ebb3a1b3c0",
      "doi": null,
      "source_type": "news",
      "title": "金丹科技连续三日涨幅偏离值累计超30% 称未接收聚乳酸订单 - 观点网",
      "venue": "观点网",
      "authors": "",
      "published_date": "2026-09-21",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiTkFVX3lxTE1CR1B4aTVUZ05PQ2RQT2w4NTZNXzdlb2ZnLXVjX0M5U3RqRGZnWEt4eDJoQzBCaXlsRTdVTXZfVmtRbC1TTlVxTzhPbmJ1UQ?oc=5",
      "language": "zh",
      "via": "google-news:zh",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.65,
      "signal_type": "supply",
      "region": "China",
      "summary": "Chinese report says Jindan Technology's shares rose over three days and the company stated it has not received polylactic acid orders.",
      "quote": "称未接收聚乳酸订单",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.54503/0321-1339-2026.126.2-7",
      "doi": "10.54503/0321-1339-2026.126.2-7",
      "source_type": "journal",
      "title": "Green Furanics after the 5-(Hydroxymethyl)furfural Bottleneck: Carbon-Efficient Transformations of Biomass into Molecular Complexity, Functional Materials and Circular Chemical Platforms",
      "venue": "Reports of NAS RA",
      "authors": "Valentine, Konstantin",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.54503/0321-1339-2026.126.2-7",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review covers carbon-efficient catalytic conversion of carbohydrates through HMF to furanic monomers including FDCA, and discusses PEF scale-up and circular furan-based materials.",
      "quote": "encompassing HMF electrooxidation, paired electrolysis, PEF scale-up, earth-abundant catalysis, furan-core editing, and circular materials",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:039196f7fd05635d",
      "doi": null,
      "source_type": "news",
      "title": "Household Recycling Rejects Strengthen Compostable PLLA Composites - AZoM",
      "venue": "AZoM",
      "authors": "",
      "published_date": "2026-09-28",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiVkFVX3lxTE03Rm9zdldIN0NJQkRESEpDemRLYzZwWjNPWWZaUUFEZzI4QXZ1dS0yOXFsUUhfaW0wYmJYWC1ZRzVzaHdKanNwa29qNEtsMlJNeTBlNmhn?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A report describes using household recycling rejects as fillers to strengthen compostable PLLA composites.",
      "quote": "Household Recycling Rejects Strengthen Compostable PLLA Composites",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.biomac.6c01387",
      "doi": "10.1021/acs.biomac.6c01387",
      "source_type": "journal",
      "title": "Antibiotic-Loaded Fibers of Polyhydroxyalkanoate Blends: Morphological Evolutions and Strain-Induced Micromechanics",
      "venue": "Biomacromolecules",
      "authors": "Hosseinnezhad, Elumalai, Khalaji",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.biomac.6c01387",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Electrospun PHA/PCL and PHA/PBS fibers loaded with linezolid were examined for morphology, crystallization and strain-induced deformation micromechanics.",
      "quote": "Electrospun fibers of polyhydroxyalkanoate (PHA), blended with PCL or PBS, were loaded with linezolid (LIN)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:37+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1038/s41598-026-73732-z",
      "doi": "10.1038/s41598-026-73732-z",
      "source_type": "journal",
      "title": "Combined effects of wood flour and thermoplastic starch on the physical, thermal, and weight loss properties of polylactic acid biocomposites",
      "venue": "Scientific Reports",
      "authors": "Rizi, Zebarjad, Sherafat",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://doi.org/10.1038/s41598-026-73732-z",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA biocomposites with wood flour and a starch-based compound, made without compatibilizers, showed wood flour acting as a nucleating agent and raising crystallinity from 49.50% to 73.15%.",
      "quote": "DSC revealed WF as a potent nucleating agent, increasing PLA crystallinity from 49.50 to 73.15%",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:52+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:1439754965cc7c50",
      "doi": null,
      "source_type": "news",
      "title": "【100％植物由来・生分解性バイオプラ】日精樹脂工業、「LignoForm（リグノフォーム）」開発・販売開始 - www.ctiweb.co.jp",
      "venue": "www.ctiweb.co.jp",
      "authors": "",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMizgJBVV95cUxOSkc5dHdITVR2NW12VmFsNmRTMnNZaVhLVk5zSldNVGtiRlZ0YXg1NkJxVjEyRlp5N0REMVZnN3AtOUNvdUoyVnRKd2twWlJEcjg3clFUVjJyOC1jekI0UGk1c2FBSTczVm9acW9RNkpjRnR3bmVMaHI0X0xrSGNtNmZjSnhkd01mU3BXaFJ1RXFvSk4zeDUwYlFzTGw2Yy1aS0tuMU1yOWptWVgxbnpzcFpjMG8zUmxqbzJqcy1SbDVWRFlqaWVhd0dUbW5tcnB6RWtQVy1HNmpvNUtrWjlCYjNzeU0xbHhQa1NUX3k2UWJ2c1FzVTRlZ2JMZzM5QXUtbDV0M0dVaEYxNFpxRGt2Zkw5MHl1c0hYcG9DUjcxZjFuclpaLUk0Wi1vVUIyd3VqN1JNaXc5MUt3MHc3ZWs1ZUNUbXpHT1RjSERxZnpB?oc=5",
      "language": "ja",
      "via": "google-news:ja",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "other",
      "region": "Japan",
      "summary": "Nissei Plastic Industrial has developed and started selling LignoForm, described as a 100% plant-derived biodegradable bioplastic.",
      "quote": "【100％植物由来・生分解性バイオプラ】日精樹脂工業、「LignoForm（リグノフォーム）」開発・販売開始",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:28:48+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.colsurfa.2026.140651",
      "doi": "10.1016/j.colsurfa.2026.140651",
      "source_type": "journal",
      "title": "Chitosan-templated enzymatic oxidative polymerization of phenolic pigments on bio-based polyamide 5,10",
      "venue": "Colloids and Surfaces A: Physicochemical and Engineering Aspects",
      "authors": "Baek, Lee",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.colsurfa.2026.140651",
      "language": "en",
      "via": "crossref",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.62,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title reports chitosan-templated enzymatic oxidative polymerization of phenolic pigments on bio-based polyamide 5,10.",
      "quote": "Chitosan-templated enzymatic oxidative polymerization of phenolic pigments on bio-based polyamide 5,10",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.56042/ijftr.v51i3.24186",
      "doi": "10.56042/ijftr.v51i3.24186",
      "source_type": "journal",
      "title": "Reinforcement of tapioca/glucomannan/poly(lactic acid) biothermoplastic composite using cellulose derivatives",
      "venue": "Indian Journal of Fibre & Textile Research",
      "authors": "",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.56042/ijftr.v51i3.24186",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.62,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cellulose-derived nanofillers were tested in a tapioca/glucomannan/PLA biocomposite; 2.5% nanocrystalline cellulose gave the best mechanical and barrier properties, the authors report.",
      "quote": "the TP/GM/PLA biothermoplastic composite with 2.5% NCC produced the best characteristics",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/fsn3.72322",
      "doi": "10.1002/fsn3.72322",
      "source_type": "journal",
      "title": "Development of Biodegradable Chewing Gum Using Plasticized Poly(Lactic Acid)/ Pistacia atlantica Gum Blend: A Novel Gum Base Elastomer for Sustainable Formulation",
      "venue": "Food Science & Nutrition",
      "authors": "Kaveh, Yeganehzad, Hesarinejad",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/fsn3.72322",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A biodegradable chewing gum base was formulated from plasticized PLA blended with Pistacia atlantica gum and optimised for texture and sensory properties.",
      "quote": "39.40% plasticized poly(lactic acid)/Saqqez gum blend, 30.59% xylitol, 20.00% glycerin, and 10.00% calcium carbonate",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:18+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/mabi.70250",
      "doi": "10.1002/mabi.70250",
      "source_type": "journal",
      "title": "Lignin-Based Fluorescent Polymers: From Aggregation-Induced Emission Mechanism to Intelligent Bone Regeneration.",
      "venue": "Macromolecular bioscience",
      "authors": "Shi F, Tang S, Wang Y, Feng X, Jiang L.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/mabi.70250",
      "language": "en",
      "via": "europepmc",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review integrates lignin-based fluorescent polymers, describing aggregation-induced emission from phenylpropanoid clustering and proposed uses in scaffold tracing and bone regeneration.",
      "quote": "clustering of phenylpropanoid units transforms concentration quenching into a luminescent design advantage",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:20:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.clay.2026.108276",
      "doi": "10.1016/j.clay.2026.108276",
      "source_type": "journal",
      "title": "Transparent ultraviolet-protective moisture barrier films derived from clay mineral/mica and lignin––A plant-based aromatic polymer",
      "venue": "Applied Clay Science",
      "authors": "Suzuki, Watanabe, Otsuka et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.clay.2026.108276",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes transparent ultraviolet-protective moisture barrier films derived from clay mineral/mica and lignin, described as a plant-based aromatic polymer.",
      "quote": "Transparent ultraviolet-protective moisture barrier films derived from clay mineral/mica and lignin",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.foodchem.2026.150300",
      "doi": "10.1016/j.foodchem.2026.150300",
      "source_type": "journal",
      "title": "Preparation of pea protein-chitosan composite film based on ultrasonic treatment and application to preserve perishable products",
      "venue": "Food Chemistry",
      "authors": "Hu, Li, Wang et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.foodchem.2026.150300",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study prepares a pea protein-chitosan composite film using ultrasonic treatment and applies it to preserve perishable products.",
      "quote": "Preparation of pea protein-chitosan composite film based on ultrasonic treatment and application to preserve perishable products",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.foodres.2026.119511",
      "doi": "10.1016/j.foodres.2026.119511",
      "source_type": "journal",
      "title": "Spectroscopic insights and comparative kinetic analysis of citral release from thermoplastic starch–PBAT films",
      "venue": "Food Research International",
      "authors": "Laorenza, Sablani, Harnkarnsujarit",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.foodres.2026.119511",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study uses spectroscopy and kinetic analysis to compare citral release from thermoplastic starch–PBAT films.",
      "quote": "Spectroscopic insights and comparative kinetic analysis of citral release from thermoplastic starch–PBAT films",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.fpsl.2026.101820",
      "doi": "10.1016/j.fpsl.2026.101820",
      "source_type": "journal",
      "title": "Construction of starch/PBAT food packaging based on rigidity-affinity driven multidentate hydrogen bonding of tannic acid",
      "venue": "Food Packaging and Shelf Life",
      "authors": "Gao, Zhang, Hou et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.fpsl.2026.101820",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper describes starch/PBAT food packaging built on rigidity-affinity driven multidentate hydrogen bonding of tannic acid.",
      "quote": "Construction of starch/PBAT food packaging based on rigidity-affinity driven multidentate hydrogen bonding of tannic acid",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153475",
      "doi": "10.1016/j.ijbiomac.2026.153475",
      "source_type": "journal",
      "title": "Lignin-reinforced film of curcumin-conjugated chitosan as photodynamically active antibacterial food packaging",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Vu, Aleem, Hadinoto",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153475",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The paper reports a lignin-reinforced chitosan film conjugated with curcumin, described as photodynamically active antibacterial packaging for food.",
      "quote": "Lignin-reinforced film of curcumin-conjugated chitosan as photodynamically active antibacterial food packaging",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:32+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124237",
      "doi": "10.1016/j.indcrop.2026.124237",
      "source_type": "journal",
      "title": "Polycaprolactone polyol/castor oil composite polyol-based polyurethane-coated urea: Nitrogen release characteristics, coating degradation behavior, and field performance on rubber tree yield",
      "venue": "Industrial Crops and Products",
      "authors": "Liu, Lei, Yang et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124237",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study evaluates polyurethane coatings from polycaprolactone polyol and castor oil composite polyol for coated urea, covering nitrogen release, degradation and rubber tree yield.",
      "quote": "Polycaprolactone polyol/castor oil composite polyol-based polyurethane-coated urea",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:32+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124250",
      "doi": "10.1016/j.indcrop.2026.124250",
      "source_type": "journal",
      "title": "Reaction-byproduct-enabled pore engineering in bio-based cork composites using a solvent-free epoxidized soybean oil-citric acid adhesive",
      "venue": "Industrial Crops and Products",
      "authors": "Wang, Wei, Zhu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124250",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study uses a solvent-free epoxidized soybean oil-citric acid adhesive to engineer pores in bio-based cork composites, exploiting a reaction byproduct.",
      "quote": "Reaction-byproduct-enabled pore engineering in bio-based cork composites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:32+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jenvman.2026.130888",
      "doi": "10.1016/j.jenvman.2026.130888",
      "source_type": "journal",
      "title": "Life cycle assessment of biodegradable mulch films in strawberry production under alternative end-of-life scenarios",
      "venue": "Journal of Environmental Management",
      "authors": "Dada, Wang, Liyanage et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.jenvman.2026.130888",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "United States",
      "summary": "A cradle-to-grave life cycle assessment compares PBAT/PLA and PBAT/thermoplastic starch mulch films in California strawberry production across soil biodegradation, composting and anaerobic digestion scenarios.",
      "quote": "This study conducted a cradle-to-grave life cycle assessment of poly(butylene adipate-co-terephthalate)/poly(lactic acid) (PBAT/PLA; PPLA)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:32+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mtcomm.2026.116140",
      "doi": "10.1016/j.mtcomm.2026.116140",
      "source_type": "journal",
      "title": "Processing route-dependent interfacial structure and functional performance of active pullulan coatings on PLA– poly (L-lactide-co-ethylene adipate) packaging films",
      "venue": "Materials Today Communications",
      "authors": "John, Črešnar, Retko et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.mtcomm.2026.116140",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study finds the moulding route of PLA–pLEA films changes pullulan coating structure, antibacterial activity, UV barrier and migration in active packaging.",
      "quote": "Films produced by injection moulding (IM) and compression moulding (CM) were air-plasma-treated and dip-coated under identical conditions.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mtcomm.2026.116244",
      "doi": "10.1016/j.mtcomm.2026.116244",
      "source_type": "journal",
      "title": "Pseudo-piezoelectric properties of solvent-free melt-electrospun poly(l-lactic acid) fiber mats",
      "venue": "Materials Today Communications",
      "authors": "Umeda, Yang, Xu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.mtcomm.2026.116244",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper reports pseudo-piezoelectric properties of solvent-free melt-electrospun poly(L-lactic acid) fiber mats.",
      "quote": "Pseudo-piezoelectric properties of solvent-free melt-electrospun poly(l-lactic acid) fiber mats",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112232",
      "doi": "10.1016/j.polymdegradstab.2026.112232",
      "source_type": "journal",
      "title": "Mussel-inspired copper-catechol coordination network enabled fire-retardant polylactide composites with excellent electromagnetic shielding and antibacterial properties",
      "venue": "Polymer Degradation and Stability",
      "authors": "Wang, Zhu, Gao et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112232",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper reports mussel-inspired copper-catechol coordination networks giving fire-retardant polylactide composites with electromagnetic shielding and antibacterial properties.",
      "quote": "Mussel-inspired copper-catechol coordination network enabled fire-retardant polylactide composites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130472",
      "doi": "10.1016/j.polymer.2026.130472",
      "source_type": "journal",
      "title": "Preparation of functional flexible polyvinyl chloride plastic by incorporating core-shell star copolymer Lignin-PCL",
      "venue": "Polymer",
      "authors": "Liu, Li, Wu et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130472",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Prepares a core-shell star copolymer of lignin and PCL and incorporates it into flexible polyvinyl chloride plastic.",
      "quote": "Preparation of functional flexible polyvinyl chloride plastic by incorporating core-shell star copolymer Lignin-PCL",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:30:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.scenv.2026.100331",
      "doi": "10.1016/j.scenv.2026.100331",
      "source_type": "journal",
      "title": "Residual lignin-based poly(butylene succinate) composites for sustainable packaging",
      "venue": "Sustainable Chemistry for the Environment",
      "authors": "De Micco, Mondal, Rameshkumar et al.",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.scenv.2026.100331",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Residual lignin was used to prepare poly(butylene succinate) composites proposed for sustainable packaging.",
      "quote": "Residual lignin-based poly(butylene succinate) composites for sustainable packaging",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:07+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1111/1541-4337.70631",
      "doi": "10.1111/1541-4337.70631",
      "source_type": "journal",
      "title": "Shrimp Processing By-Product as Sustainable Resources for Biodegradable and Active Food Packaging Films: A Review.",
      "venue": "Comprehensive reviews in food science and food safety",
      "authors": "Teseme WB, Liu S, Zhang J, Wei S, Kumar A.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1111/1541-4337.70631",
      "language": "en",
      "via": "europepmc",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review covers extraction of chitin, protein and astaxanthin from shrimp processing waste and their use in biodegradable active food packaging films, noting scale-up barriers.",
      "quote": "shrimp-processing waste, including shells, heads, and tails, represents a particularly valuable biomass",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:31:31+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/inorganics14090231",
      "doi": "10.3390/inorganics14090231",
      "source_type": "journal",
      "title": "Gallium and Indium Complexes with Bulky Pyridine-Bis(phenolate) Ligands: Synthesis, Structure, and Activity in Ring-Opening Polymerization of Cyclic Esters",
      "venue": "Inorganics",
      "authors": "Serova, Mankaev, Teplova et al.",
      "published_date": "2026-09-01",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/inorganics14090231",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Gallium and indium pyridine-bis(phenolate) complexes were tested as ring-opening polymerisation initiators for ε-caprolactone, L-lactide and rac-lactide.",
      "quote": "All complexes were tested as initiators for ring-opening polymerization (ROP) of ε-caprolactone, L-lactide, and rac-lactide",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.65161/recqerxgiemoxxhfe",
      "doi": "10.65161/recqerxgiemoxxhfe",
      "source_type": "journal",
      "title": "Replacing Polystyrene Bread Tags with Polyhydroxyalkanoate",
      "venue": "The Oxford Journal of Student Scholarship",
      "authors": "Katakam",
      "published_date": "2026-09-01",
      "date_precision": "month",
      "url": "https://doi.org/10.65161/recqerxgiemoxxhfe",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Literature-based analysis assesses whether PHA could replace polystyrene in bread tags, covering mechanical properties, processing fit and cost, and proposes a hinged-closure design.",
      "quote": "This study examines whether polyhydroxyalkanoate can be an appropriate substitute for polystyrene in the production of bread tags",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:21:56+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.21203/rs.3.rs-10772273/v1",
      "doi": "10.21203/rs.3.rs-10772273/v1",
      "source_type": "preprint",
      "title": "Polyhydroxybutyrate-Polybutylene Succinate/Chitosan-Coated Macadamia Nutshell Composite Filaments with Antibacterial Functionality for Material Extrusion 3D Printing",
      "venue": "Research Square",
      "authors": "Le, Kanabenja, Vo et al.",
      "published_date": "2026-09-02",
      "date_precision": "day",
      "url": "https://doi.org/10.21203/rs.3.rs-10772273/v1",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Record describes PHB-PBS filaments filled with chitosan-coated macadamia nutshell, reported for material extrusion 3D printing with antibacterial functionality.",
      "quote": "Polyhydroxybutyrate-Polybutylene Succinate/Chitosan-Coated Macadamia Nutshell Composite Filaments",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:11+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s44509-026-00033-z",
      "doi": "10.1007/s44509-026-00033-z",
      "source_type": "journal",
      "title": "Recent advances and future prospects of sugarcane bagasse-derived cellulosic films for sustainable packaging",
      "venue": "Discover Green Chemistry",
      "authors": "Pathak, Kumar, Naik et al.",
      "published_date": "2026-09-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s44509-026-00033-z",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review examines extraction, processing and packaging use of cellulose and cellulose nanomaterials from sugarcane bagasse, comparing them with PLA and seaweed films.",
      "quote": "bagasse-derived cellulosic films offer a biodegradable, compostable, and low-carbon solution",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:14+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1177/07316844261484671",
      "doi": "10.1177/07316844261484671",
      "source_type": "journal",
      "title": "Birefringence characteristics of PET-based copolymers in an injection molded specimen",
      "venue": "Journal of Reinforced Plastics and Composites",
      "authors": "Jeoung, Lyu",
      "published_date": "2026-09-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1177/07316844261484671",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Birefringence and retardation of injection-molded PET-based copolyesters, including a biomass-derived isosorbide copolymer, were measured and related to composition and molding conditions.",
      "quote": "including a biomass-derived PET copolymer",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/coatings16091042",
      "doi": "10.3390/coatings16091042",
      "source_type": "journal",
      "title": "Bio-Based Self-Healing Polyurethane Coatings for Electronic Skin: From Dynamic Network Design to Embodied Intelligent Applications",
      "venue": "Coatings",
      "authors": "Zhou, Yan, Wang et al.",
      "published_date": "2026-09-03",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/coatings16091042",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review covers bio-based self-healing polyurethane coatings using castor oil, nanocellulose, lignin, chitosan, tannic acid and vanillin for electronic skin layers.",
      "quote": "Bio-based self-healing polyurethane, leveraging tunable soft–hard segment structures",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s11694-026-04884-9",
      "doi": "10.1007/s11694-026-04884-9",
      "source_type": "journal",
      "title": "Preparation of Chitosan-Maillard reaction products (CS-MRPs) composite film and its application in blueberry preservation",
      "venue": "Journal of Food Measurement and Characterization",
      "authors": "Lu, Li, Liu et al.",
      "published_date": "2026-09-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s11694-026-04884-9",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Chitosan-Maillard reaction product composite film was prepared and applied to blueberry preservation.",
      "quote": "Preparation of Chitosan-Maillard reaction products (CS-MRPs) composite film and its application in blueberry preservation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:32:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.135776",
      "doi": "10.1016/j.biortech.2026.135776",
      "source_type": "journal",
      "title": "Low-carbon cork agglomerated materials via chitosan/blocked isocyanate adhesive: Cross-linking mechanism, high performance, and life cycle assessment",
      "venue": "Bioresource Technology",
      "authors": "Zhang, Li, Li et al.",
      "published_date": "2026-09-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.biortech.2026.135776",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Chitosan crosslinked with blocked isocyanate served as a composite adhesive for cork agglomerated materials, with an LCA reporting lower environmental loads than commercial isocyanate adhesives.",
      "quote": "Chitosan (CS) as the raw material, Blocked Isocyanate (BI) as the efficient crosslinking agent",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:33:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/f17091061",
      "doi": "10.3390/f17091061",
      "source_type": "journal",
      "title": "Valorization of Oil Press Residues in Starch-Based Biocomposites for Sustainable Wood Substitution",
      "venue": "Forests",
      "authors": "Lipska, Betlej, Boruszewski",
      "published_date": "2026-09-05",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/f17091061",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Nigella, rapeseed and evening primrose oil press residues were tested as lignocellulosic fillers replacing wood in modified thermoplastic starch composites.",
      "quote": "replacing wood particles with nigella, rapeseed, and evening primrose pomace residues in modified thermoplastic starch (MS)-based composites",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:33:02+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.135766",
      "doi": "10.1016/j.biortech.2026.135766",
      "source_type": "journal",
      "title": "Biotic and abiotic degradation of PHAs: mechanisms, environments, and potential applications of degradation products.",
      "venue": "Bioresource technology",
      "authors": "Vilchez A, Sepúlveda M, Seeger M, Acevedo F, Navia R.",
      "published_date": "2026-09-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.biortech.2026.135766",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review of biotic and abiotic PHA degradation over 20 years, covering crystallinity and molecular weight effects, environments, enzymes and uses of degradation products.",
      "quote": "This review seeks to compile Polyhydroxyalkanoates (PHAs) degradation studies published over the past 20 years.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:22:33+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/smll.75642",
      "doi": "10.1002/smll.75642",
      "source_type": "journal",
      "title": "Eco‐Friendly, Multifunctional Antibacterial Chitosan/Covalent Organic Framework Composite Films via Molecular Weaving for Fruit Preservation",
      "venue": "Small",
      "authors": "Zhang, Jayan, Yin et al.",
      "published_date": "2026-09-07",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/smll.75642",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A chitosan/TpPa-SO3H covalent organic framework composite film made by molecular weaving is reported to raise elongation at break and tensile strength and to extend fruit shelf life.",
      "quote": "Chitosan/TpPa‐SO 3 H film was formed through a molecular weaving strategy",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:33:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.nwnano.2026.100238",
      "doi": "10.1016/j.nwnano.2026.100238",
      "source_type": "journal",
      "title": "Enhancing thermo-mechanical performance of bio-based polymer composites through maleic anhydride compatibilization of cellulose nanocrystal reinforcements",
      "venue": "Nano Trends",
      "authors": "Raeisi, Bajwa, Cox et al.",
      "published_date": "2026-09-07",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.nwnano.2026.100238",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cellulose nanocrystals were melt-compounded into PLA, PHB and a starch-based polymer with maleic anhydride compatibilization, improving dispersion and raising storage modulus in DMA.",
      "quote": "Overall, MA-compatibilization improved CNCs dispersion, resulting in enhanced thermomechanical performance of biopolymers.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:33:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.29103/jtku.v15i1.26908",
      "doi": "10.29103/jtku.v15i1.26908",
      "source_type": "journal",
      "title": "Sintesis, Karakterisasi, dan Aplikasi Polylactic Acid (PLA) sebagai Bioplastik Biodegradable: A Review",
      "venue": "Jurnal Teknologi Kimia Unimal",
      "authors": "Muslim, Salsabila, Sulistiawati et al.",
      "published_date": "2026-09-11",
      "date_precision": "day",
      "url": "https://doi.org/10.29103/jtku.v15i1.26908",
      "language": "id",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review of 45 publications from 2016–2026 on PLA synthesis by polycondensation and ring-opening polymerization, characterization, fillers, and packaging, medical, textile, and agricultural uses.",
      "quote": "Artikel ini mengkaji sintesis, karakterisasi, dan aplikasi PLA melalui analisis 45 publikasi ilmiah periode 2016–2026.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:03+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s13399-026-07268-7",
      "doi": "10.1007/s13399-026-07268-7",
      "source_type": "journal",
      "title": "Effects of organosolv lignin on the physical and functional properties of polyhydroxyalkanoate films",
      "venue": "Biomass Conversion and Biorefinery",
      "authors": "Singhapan, Yoopensuk, Napatorn et al.",
      "published_date": "2026-09-14",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s13399-026-07268-7",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study examines how organosolv lignin affects the physical and functional properties of polyhydroxyalkanoate films.",
      "quote": "Effects of organosolv lignin on the physical and functional properties of polyhydroxyalkanoate films",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:14+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s13205-026-05050-0",
      "doi": "10.1007/s13205-026-05050-0",
      "source_type": "journal",
      "title": "The role of microbial metabolic engineering for circular plastics economy.",
      "venue": "3 Biotech",
      "authors": "Rizki WOS, Pangestu R, Trinugroho JP, Helianti I.",
      "published_date": "2026-09-15",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s13205-026-05050-0",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review covers metabolic engineering of microorganisms for PHA synthesis and enzymatic PET degradation, citing pilot-scale PET depolymerisation and remaining challenges in enzyme stability and economic scalability.",
      "quote": "Metabolic engineering strategies have enabled enhanced yield, altered polymer composition, and reduced process costs",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130807",
      "doi": "10.1016/j.polymer.2026.130807",
      "source_type": "journal",
      "title": "Functional modification of electrospun polylactide scaffolds using polymaleates – l-cysteine conjugates",
      "venue": "Polymer",
      "authors": "Chrószcz-Porębska, Polak, Gołofit et al.",
      "published_date": "2026-09-17",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130807",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Electrospun PLA scaffolds admixed with polymaleate–cysteine conjugates became hydrophilic with higher water sorption, but showed lower tensile strength and modulus.",
      "quote": "WS up to 5-fold higher than the PLA scaffold",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:24:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.iecr.6c03418",
      "doi": "10.1021/acs.iecr.6c03418",
      "source_type": "journal",
      "title": "Nitrogen-Assisted Foam Injection Molding of Polylactide with Carbon Fibers and PTFE Nanofibrils",
      "venue": "Industrial & Engineering Chemistry Research",
      "authors": "George Raju, Volpe, Salomone et al.",
      "published_date": "2026-09-17",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.iecr.6c03418",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA foams reinforced with in situ fibrillated PTFE and carbon fibers were made by nitrogen-assisted foam injection molding, giving finer cells and higher compressive strength than pure PLA foam.",
      "quote": "The foam density of composites lowered 15% compared with pure PLA foam.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:10+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acssuschemeng.6c06380",
      "doi": "10.1021/acssuschemeng.6c06380",
      "source_type": "journal",
      "title": "Thermoplasticization of Bamboo Fibers via Solvent-Free Heterogeneous Esterification with Long-Chain Fatty Acids: Effect of Lignin Removal and Carbon Chain Length",
      "venue": "ACS Sustainable Chemistry & Engineering",
      "authors": "Ou, Zhong, Lu et al.",
      "published_date": "2026-09-17",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acssuschemeng.6c06380",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bamboo fibers were thermoplasticized by solvent-free heterogeneous esterification with C10–C18 fatty acids after controlled delignification, yielding hot-pressable, UV-blocking films.",
      "quote": "a solvent-free strategy was proposed to fabricate thermoplasticized bamboo fibers (TBF) via heterogeneous esterification",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:10+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.progpolymsci.2026.102179",
      "doi": "10.1016/j.progpolymsci.2026.102179",
      "source_type": "journal",
      "title": "Toughening of Poly(lactic acid): Strategies and Tradeoffs",
      "venue": "Progress in Polymer Science",
      "authors": "Koh, Muiruri, Yeo et al.",
      "published_date": "2026-09-18",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.progpolymsci.2026.102179",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review article covers strategies and tradeoffs for toughening poly(lactic acid).",
      "quote": "Toughening of Poly(lactic acid): Strategies and Tradeoffs",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3775/jie.105.218",
      "doi": "10.3775/jie.105.218",
      "source_type": "journal",
      "title": "Nickel-Cobalt Based Electrocatalyst Supported on Copper Foam for Electrooxidation of 5-Hydroxymethylfurfural to 2,5-Furandicarboxylic Acid",
      "venue": "Journal of the Japan Institute of Energy",
      "authors": "BAIHAQI, RAMLI, THADEO et al.",
      "published_date": "2026-09-20",
      "date_precision": "day",
      "url": "https://doi.org/10.3775/jie.105.218",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes a nickel–cobalt electrocatalyst on copper foam used for electrooxidation of 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid.",
      "quote": "Nickel-Cobalt Based Electrocatalyst Supported on Copper Foam for Electrooxidation of 5-Hydroxymethylfurfural to 2,5-Furandicarboxylic Acid",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:25:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124421",
      "doi": "10.1016/j.indcrop.2026.124421",
      "source_type": "journal",
      "title": "From straw waste to circular composites: A systematic comparison of untreated fillers in PBS, PBAT and their blends through performance, morphology and sustainability assessment",
      "venue": "Industrial Crops and Products",
      "authors": "Tirillò, Bavasso, Palazzi et al.",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124421",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Wheat and rice straw fillers up to 30 wt% were compounded into maleic anhydride grafted PBS, PBAT and blends; stiffness increased while PBAT thermal stability declined at higher loadings.",
      "quote": "wheat straw (WS) and rice straw (RS) were added up to 30 wt% in maleic anhydride grafted polybutylene succinate (PBS)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.wasman.2026.115848",
      "doi": "10.1016/j.wasman.2026.115848",
      "source_type": "journal",
      "title": "Microbial-driven circular bioeconomy approaches for sustainable bioplastics management.",
      "venue": "Waste management (New York, N.Y.)",
      "authors": "Oyewole OA, Job OS, Abass KS, Maddela NR.",
      "published_date": "2026-09-22",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.wasman.2026.115848",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review argues microorganisms and their enzymes can depolymerize and upcycle PHA, PLA and starch-based bioplastics within circular economy systems.",
      "quote": "This review argues that microorganisms and their enzymatic machineries are the biological catalysts that are needed to make this circular vision of bioplastics a reality.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:26:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.biomac.6c01709",
      "doi": "10.1021/acs.biomac.6c01709",
      "source_type": "journal",
      "title": "A FRET-Based Fluorometric Assay for Tracking the Enzymatic Degradation of Poly- l -Lactic Acid",
      "venue": "Biomacromolecules",
      "authors": "Ullah, Cannon, Reynolds et al.",
      "published_date": "2026-09-27",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.biomac.6c01709",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A FRET-based oligo-l-lactate substrate was designed to track enzymatic hydrolysis of poly-l-lactic acid in real time, as an alternative to endpoint lactate assays.",
      "quote": "capable of monitoring real-time PLLA degradation",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:27:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    },
    {
      "id": "news:f45d573475113d6d",
      "doi": null,
      "source_type": "news",
      "title": "Avantium: its Releaf plant-based polymer wins award at Formes de Luxe Awards 2026 - Idéal Investisseur",
      "venue": "Idéal Investisseur",
      "authors": "",
      "published_date": "2026-09-30",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMi1gFBVV95cUxNcVZzMkVzY09welpNMmlaOUtlejJ6ZkNXYVEzajBySEN2bF93d3VSRGhEOXVuMGwtLVhxTmprdnZIMnpidlpmcTM4NElqN3ZidzJ6SkF5Nkdvems4MlNhOXYzcF9hRlZNclAtaTUxV2VHWWZnX1EwcFVYbENNdC1QRWF0Z3BjT0liN1VVMEQ4akM4eWp1c3ZBdXp2QVV1TC1ZWm1GMnFRajd2dFJYamhVS0VfRzJxVTdDZG0wTkVSNmVqWHhVVC1vYXA0bGFseHRmRWg1YUF3?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "other",
      "region": "not stated",
      "summary": "Avantium says its Releaf plant-based polymer won an award at the Formes de Luxe Awards 2026.",
      "quote": "its Releaf plant-based polymer wins award at Formes de Luxe Awards 2026",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:29:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-09-20261020T181820Z-c05f31",
      "prompt_version": "1"
    }
  ]
}