{
  "month": "2026-10",
  "window": [
    "2026-10-01",
    "2026-10-31"
  ],
  "scanned_through": "2026-10-20",
  "status": "in-progress",
  "updated": "2026-10-20T18:48:40+00:00",
  "triage_model": "deepseek-flash",
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  "triage_pending": 292,
  "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": "doi:10.1016/j.polymdegradstab.2026.112270",
      "doi": "10.1016/j.polymdegradstab.2026.112270",
      "source_type": "journal",
      "title": "Fully renewable and chemically recyclable copolyesters derived from 2,5-furandicarboxylic acid and 2,5-tetrahydrofurandimethanol with enhanced mechanical, gas barrier and UV-shielding properties",
      "venue": "Polymer Degradation and Stability",
      "authors": "Li, Wang, Sun et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112270",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-chemistry",
      "relevance": 0.9,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The record reports fully renewable, chemically recyclable copolyesters derived from 2,5-furandicarboxylic acid and 2,5-tetrahydrofurandimethanol.",
      "quote": "Fully renewable and chemically recyclable copolyesters derived from 2,5-furandicarboxylic acid and 2,5-tetrahydrofurandimethanol",
      "quote_location": "title",
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        "title-only"
      ],
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      "triaged_at": "2026-10-20T18:37:04+00:00",
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      "prompt_version": "1"
    },
    {
      "id": "news:036a31e5441c6df0",
      "doi": null,
      "source_type": "news",
      "title": "Biodegradable Plastics Market Gains Momentum as NatureWorks Opens 75,000-Ton PLA Facility in Thailand - openPR.com",
      "venue": "openPR.com",
      "authors": "",
      "published_date": "2026-10-07",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMimwFBVV95cUxPMnhLN0JaeXlFQ1NBMG42LTNRWngxTHBoMUJzR2U3TEdzbEpuMU1aWmxtYlk4UHBCOVVxY3RtQk8tbDdraHZ3ZXlpM3JqTnRWdHYzY05lVWJKUUhzektURE1OMl85MVktOWpXOXFoenRVZVVMeVp0Umg0azRyd1FJdzd1UEJOZXdxTlM5Rzlobm5TS3ZnWXBNMG9Raw?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.9,
      "signal_type": "scale-up",
      "region": "Thailand",
      "summary": "NatureWorks has opened a 75,000-ton PLA facility in Thailand, according to the report.",
      "quote": "NatureWorks Opens 75,000-Ton PLA Facility in Thailand",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:01+00:00",
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      "run_id": "2026-10-20261020T183350Z-d30b0f",
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    {
      "id": "news:f1a5a628c2b06065",
      "doi": null,
      "source_type": "news",
      "title": "Avantium produces first batch of furandicarboxylic acid at Delfzijl plant - Interplas Insights",
      "venue": "Interplas Insights",
      "authors": "",
      "published_date": "2026-10-15",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMixgFBVV95cUxQcnVJYU02TU9Dd2VBN2g3YVVlNU5reWlJVWh2MW5ZQmJNNi1RR2psd3N1OUJ2SHNha0tzbzNqVElQZEpReHV6dlhBWlFIMU82d0FBNW8xQ2hWcmY3U1d4OW9BVTVZSmVzZTJPOUVNTjhjcFpoX1ZBM1I3YmdYeHZEREk3MjQ2SjZXNGNsdW56ZFZjeHd5a0VmU1JaUm9QU1lkMmtZd0EyTno0WG5aVjhyX0FCcnU1MjIzMm1PeVNBMEtkYkhWNkE?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 has produced the first batch of furandicarboxylic acid at its Delfzijl plant.",
      "quote": "Avantium produces first batch of furandicarboxylic acid at Delfzijl plant",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:16+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
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    },
    {
      "id": "doi:10.1007/s10965-026-05146-4",
      "doi": "10.1007/s10965-026-05146-4",
      "source_type": "journal",
      "title": "Development and characterization of high-toughness biodegradable PLA/PBSA blends",
      "venue": "Journal of Polymer Research",
      "authors": "Karaca, Barletta",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10965-026-05146-4",
      "language": "en",
      "via": "openalex",
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      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Compatibilized PLA/PBSA blends with a chain extender were prepared and characterized, with the PLA20 blend reaching 225.7% elongation at break and improved notched impact strength.",
      "quote": "The PLA20 blend achieves an optimal balance of properties, combining improved notched impact strength with elongation at break of 225.7%",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.compositesb.2026.114006",
      "doi": "10.1016/j.compositesb.2026.114006",
      "source_type": "journal",
      "title": "Closed-loop recyclability of bio-based epoxy vitrimer with high strength via phase separation strategy for advanced carbon fiber-reinforced composites",
      "venue": "Composites Part B: Engineering",
      "authors": "Zhang, Sun, Qiang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.compositesb.2026.114006",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A phase-separation strategy is reported for a high-strength bio-based epoxy vitrimer with closed-loop recyclability in carbon fiber-reinforced composites.",
      "quote": "Closed-loop recyclability of bio-based epoxy vitrimer with high strength via phase separation strategy for advanced carbon fiber-reinforced composites",
      "quote_location": "title",
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        "title-only"
      ],
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      "triaged_at": "2026-10-20T18:43:18+00:00",
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      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jtice.2026.106695",
      "doi": "10.1016/j.jtice.2026.106695",
      "source_type": "journal",
      "title": "Engineering of Escherichia coli for high production of poly(3-hydroxybutyrate) from a glycerol-xylose mixture",
      "venue": "Journal of the Taiwan Institute of Chemical Engineers",
      "authors": "Luu, Ta, Chiang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.jtice.2026.106695",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Engineered Escherichia coli is reported to produce high levels of poly(3-hydroxybutyrate) from a glycerol-xylose mixture.",
      "quote": "Engineering of Escherichia coli for high production of poly(3-hydroxybutyrate) from a glycerol-xylose mixture",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pola.70361",
      "doi": "10.1002/pola.70361",
      "source_type": "journal",
      "title": "Synthesis and Characterization of Bio‐Based Poly(Butylene Succinate‐Co‐Sebacate): A Sustainable Alternative to Petroleum‐Based Polyesters",
      "venue": "Journal of Polymer Science",
      "authors": "Park, Park, Choi et al.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pola.70361",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based poly(butylene succinate-co-sebacate) copolyesters were made by melt polycondensation at varied succinic/sebacic ratios; the 20 mol% sebacic acid grade showed higher tensile strength and elongation than PBSA.",
      "quote": "PBSSe with 20 mol% of sebacic acid exhibits 37% higher tensile strength",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.21203/rs.3.rs-11122985/v1",
      "doi": "10.21203/rs.3.rs-11122985/v1",
      "source_type": "preprint",
      "title": "Engineering Cupriavidus necator for medium-chain-length polyhydroxyalkanoate production under two-stage fed-batch fermentation",
      "venue": "Springer Science and Business Media LLC",
      "authors": "Ketsakhon, Panthong, Chantasingh et al.",
      "published_date": "2026-10-08",
      "date_precision": "day",
      "url": "https://doi.org/10.21203/rs.3.rs-11122985/v1",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Recombinant Cupriavidus necator expressing a P. putida PHA synthase accumulated up to 13 g/L of scl-co-mcl PHA copolymers in two-stage fed-batch fermentation on molasses and palm oil.",
      "quote": "mcl-C19 could accumulate up to 13 g/l and 49.6% content of scl-co-mcl PHA copolymers",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:33+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
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    {
      "id": "news:dca32307c9ad7fc1",
      "doi": null,
      "source_type": "news",
      "title": "Furanova: Pilotanlage für PEF-Vorprodukt zieht nach Gendorf - KunststoffWeb",
      "venue": "KunststoffWeb",
      "authors": "",
      "published_date": "2026-10-08",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMirwFBVV95cUxNYUhmdDRLWnozRGhmbml5aDBZSDZodkZmdEd6ekd4MUtvNEFFUGgxTGg0UWxqdDZwY2RFRnR3ODk5aUw5OVg3Yms0NHJvMVpsaWRQeXJjWDVJSXdQdHhXTDZ6R2JwcGdtcC1CV0lNR2lCeHJMNmlZTFdid3UwT2RBVHZIanBuaFg5S2stVzVORnZuN2ZyUEN3T1ItWUJhSmVZS2RFVjBpOTZJalpOMk9n?oc=5",
      "language": "de",
      "via": "google-news:de",
      "route": "pef",
      "novelty_type": "scale-or-supply",
      "relevance": 0.85,
      "signal_type": "scale-up",
      "region": "Gendorf",
      "summary": "Furanova is moving its pilot plant for a PEF precursor to Gendorf, according to the report.",
      "quote": "Furanova: Pilotanlage für PEF-Vorprodukt zieht nach Gendorf",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:01+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/cssc.71014",
      "doi": "10.1002/cssc.71014",
      "source_type": "journal",
      "title": "Synthesis and Polymerization of a Lactone Building Block Derived From Cashew Nut Shells",
      "venue": "ChemSusChem",
      "authors": "Wohlfahrt, Hüber, Elsinghorst et al.",
      "published_date": "2026-10-12",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/cssc.71014",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cardanol from cashew nut shells was converted to a pentadecylcaprolactone monomer and polymerized, giving a homopolymer and statistical copolyesters with caprolactone of reduced crystallinity.",
      "quote": "The biorenewable feedstock cardanol, a phenol compound substituted with an unsaturated C15 hydrocarbon chain",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:40:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsmacrolett.6c00423",
      "doi": "10.1021/acsmacrolett.6c00423",
      "source_type": "journal",
      "title": "Stereodefect Strategy Enables Thermally Resilient, Rapidly Crystallizable, High-Performance Aliphatic Polyester Thermoplastic Elastomers",
      "venue": "ACS Macro Letters",
      "authors": "Kumler, Hillmyer",
      "published_date": "2026-10-13",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsmacrolett.6c00423",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Star aliphatic polyester thermoplastic elastomers with stereodefective poly(lactide) end diblocks were synthesized in a one-pot, one-catalyst route, trading a modest melting-point drop for melt processing below decomposition.",
      "quote": "the synthesis of APTPE stars containing stereodefective poly(lactide) end diblocks",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:40:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130972",
      "doi": "10.1016/j.polymer.2026.130972",
      "source_type": "journal",
      "title": "Internal plasticization of poly(ethylene 2,5-furandicarboxylate) by a bio-based 1,12-dodecanediol: tuning a brittle furanoate polyester into a ductile, high-barrier material",
      "venue": "Polymer",
      "authors": "Fang, Feng, Zhu et al.",
      "published_date": "2026-10-15",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130972",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A bio-based 1,12-dodecanediol is used to internally plasticize poly(ethylene 2,5-furandicarboxylate), reported as turning a brittle furanoate polyester into a ductile, high-barrier material.",
      "quote": "Internal plasticization of poly(ethylene 2,5-furandicarboxylate) by a bio-based 1,12-dodecanediol",
      "quote_location": "title",
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        "title-only"
      ],
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      "triaged_at": "2026-10-20T18:41:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acspolymersau.6c00173",
      "doi": "10.1021/acspolymersau.6c00173",
      "source_type": "journal",
      "title": "Performance Beyond Molecular Perfection: Scalable, Recyclable PLA-Based Thermoplastic Elastomers and Toughened Polylactide",
      "venue": "ACS Polymers Au",
      "authors": "Lamparelli, Gaeta, Gentile et al.",
      "published_date": "2026-10-15",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acspolymersau.6c00173",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "ABA triblock copolyesters with poly(L-lactide) hard blocks and a caprolactone-lactide soft midblock were made by solution and one-pot bulk routes and tested as PLA toughening agents.",
      "quote": "Performance Beyond Molecular Perfection: Scalable, Recyclable PLA-Based Thermoplastic Elastomers and Toughened Polylactide",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
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    {
      "id": "news:033f345b04081b46",
      "doi": null,
      "source_type": "news",
      "title": "Balrampur Chini to set up India's first large-scale sugarcane-based biopolymer plant in Uttar Pradesh - ChiniMandi",
      "venue": "ChiniMandi",
      "authors": "",
      "published_date": "2026-10-16",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMixwFBVV95cUxPZEpDV3RnbU04Q215SDQ1TXNZdi1Wd2MtNjloZktGYUl5cDIxbmVDeDI0aWxPMXVqa3ZYVUJGVTI2ZEs5Q09TYzVMTll6QTU2MXhrVzFDV3FLQXJvSGNsMkpiTm53dVJHQjhtZUwyRVdyb0liOHlWU1Y3d3h1OHdRZUJlX0o1al9FQVBmUkVNVjV0TTFsMmo3UVVoX01SWlNkQy10OUh6b3p3M0lVUlY2WEV0X2hPVHhaX1hUdjBHcEJMNUpycnBF?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 Chini plans to set up India's first large-scale sugarcane-based biopolymer plant in Uttar Pradesh.",
      "quote": "Balrampur Chini to set up India's first large-scale sugarcane-based biopolymer plant in Uttar Pradesh",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:16+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsappcat.6c00056",
      "doi": "10.1021/acsappcat.6c00056",
      "source_type": "journal",
      "title": "Selected PHA Synthases Exhibit Nonstrict Stereospecificity and Produce Stereoirregular Poly(3-hydroxybutyrate) In Vitro",
      "venue": "ACS Applied Catalysis",
      "authors": "Mayer, Helberg, Hupfeld et al.",
      "published_date": "2026-10-20",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsappcat.6c00056",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-chemistry",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study finds PHA synthases from Allochromatium vinosum and Chromobacterium sp. USM2 are not strictly stereospecific and can produce stereoirregular poly(3-hydroxybutyrate) in vitro.",
      "quote": "they demonstrate the capability of producing stereoirregular P3HB in vitro",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/ma19204406",
      "doi": "10.3390/ma19204406",
      "source_type": "journal",
      "title": "Modification of Poly(3-hydroxybutyrate-co-3-hydroxyvalerate)/Poly(lactic acid) Blends by In-Situ Reactive Melt Processing for Sustainable Packaging Application",
      "venue": "Materials",
      "authors": "Abbasi, Coats, McDonald",
      "published_date": "2026-10-20",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/ma19204406",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.85,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PHBV biosynthesised from fermented dairy manure was blended with PLA and reactive melt-processed with TAIC, Joncryl and talc, then injection moulded and compared with commercial blends.",
      "quote": "Blends of the purified PHBV with poly(lactic acid) (PLA) were reactive melt-processed with triallyl isocyanurate",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130603",
      "doi": "10.1016/j.polymer.2026.130603",
      "source_type": "journal",
      "title": "Significantly enhanced crystallization of poly(ethylene 2,5-furandicarboxylate) by talc: crystallization kinetics, nucleation effect and crystal microstructure",
      "venue": "Polymer",
      "authors": "Yang, Luo, Long et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130603",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.82,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study examines talc-enhanced crystallization of poly(ethylene 2,5-furandicarboxylate), including kinetics, nucleation and crystal microstructure.",
      "quote": "Significantly enhanced crystallization of poly(ethylene 2,5-furandicarboxylate) by talc: crystallization kinetics, nucleation effect and crystal microstructure",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/cplu.70261",
      "doi": "10.1002/cplu.70261",
      "source_type": "journal",
      "title": "Chemical Upcycling of Poly(Lactic Acid) Waste Into Lactyl‐Based Diols for the Synthesis of New Polyesters",
      "venue": "ChemPlusChem",
      "authors": "Santulli, Annunziata, D’Angelo et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/cplu.70261",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Titanium alkoxide and zinc complex catalysts convert PLA waste by alcoholysis into lactyl-based diols that are polycondensed with adipic acid into new copolyesters.",
      "quote": "selective alcoholysis of PLA promoted by a commercial titanium alkoxide",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.aiepr.2026.100288",
      "doi": "10.1016/j.aiepr.2026.100288",
      "source_type": "journal",
      "title": "Energy Absorption of PLA/PBAT and PLA/PBS Biodegradable Polymer Blends: Phase Morphology and Microsphere-Based Foaming",
      "venue": "Advanced Industrial and Engineering Polymer Research",
      "authors": "Tomin, Litauszki, Kunsági et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.aiepr.2026.100288",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines energy absorption of PLA/PBAT and PLA/PBS biodegradable blends in relation to phase morphology and microsphere-based foaming.",
      "quote": "Energy Absorption of PLA/PBAT and PLA/PBS Biodegradable Polymer Blends",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.134989",
      "doi": "10.1016/j.biortech.2026.134989",
      "source_type": "journal",
      "title": "Multi-dimensional metabolic engineering and enzyme engineering in Escherichia coli for highly efficient biosynthesis of 2,5-furandicarboxylic acid",
      "venue": "Bioresource Technology",
      "authors": "Cui, Zhang, Miao et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.biortech.2026.134989",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Metabolic and enzyme engineering in Escherichia coli is applied for biosynthesis of the furan monomer 2,5-furandicarboxylic acid.",
      "quote": "highly efficient biosynthesis of 2,5-furandicarboxylic acid",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.178662",
      "doi": "10.1016/j.cej.2026.178662",
      "source_type": "journal",
      "title": "Strong, tough, and recyclable polyurethane elastomers from pine kraft lignin enabled by phenolic–carbamate dual crosslinking",
      "venue": "Chemical Engineering Journal",
      "authors": "Zhong, Hu, Zhou et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.178662",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Pine kraft lignin-based polyurethane elastomers with phenolic–carbamate dual crosslinking are reported as strong, tough and recyclable.",
      "quote": "Strong, tough, and recyclable polyurethane elastomers from pine kraft lignin enabled by phenolic–carbamate dual crosslinking",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.compositesa.2026.110034",
      "doi": "10.1016/j.compositesa.2026.110034",
      "source_type": "journal",
      "title": "Developing fully bio-based poly(lactic acid) composites with enhanced toughness, heat resistance and flame retardancy via solvent-free reactive blending",
      "venue": "Composites Part A: Applied Science and Manufacturing",
      "authors": "Ye, Zhang, Wang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.compositesa.2026.110034",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Fully bio-based poly(lactic acid) composites were developed by solvent-free reactive blending for enhanced toughness, heat resistance and flame retardancy.",
      "quote": "Developing fully bio-based poly(lactic acid) composites with enhanced toughness, heat resistance and flame retardancy via solvent-free reactive blending",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:11+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.154969",
      "doi": "10.1016/j.ijbiomac.2026.154969",
      "source_type": "journal",
      "title": "Non-equimolar stereocomplex polylactide fibers strengthen and toughen poly(L-lactic acid) via interfacial stereocomplexation while retaining transparency",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Sun, Wang, Zhang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.154969",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Non-equimolar stereocomplex polylactide fibers are reported to strengthen and toughen poly(L-lactic acid) via interfacial stereocomplexation while retaining transparency.",
      "quote": "Non-equimolar stereocomplex polylactide fibers strengthen and toughen poly(L-lactic acid) via interfacial stereocomplexation while retaining transparency",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jbiosc.2026.06.005",
      "doi": "10.1016/j.jbiosc.2026.06.005",
      "source_type": "journal",
      "title": "Heterologous polyhydroxyalkanoate synthase expression enables poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) production from fatty acids in Rhodobacter capsulatus",
      "venue": "Journal of Bioscience and Bioengineering",
      "authors": "Miura, Shimizu, Hasunuma et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.jbiosc.2026.06.005",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Heterologous polyhydroxyalkanoate synthase expression in Rhodobacter capsulatus is reported to enable poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) production from fatty acids.",
      "quote": "Heterologous polyhydroxyalkanoate synthase expression enables poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) production from fatty acids in Rhodobacter capsulatus",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.micres.2026.128785",
      "doi": "10.1016/j.micres.2026.128785",
      "source_type": "journal",
      "title": "Complete genome and phenotypic characterization of Zobellella denitrificans MW1 reveal carbon source preferences and a phosphate-associated shift in polyhydroxybutyrate accumulation",
      "venue": "Microbiological Research",
      "authors": "Guzik, Prajsnar, Faruga et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.micres.2026.128785",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Complete genome and cultivation data for Zobellella denitrificans MW1 show PHB production from sucrose and beet molasses, reaching 76% PHB of cell dry weight in flasks.",
      "quote": "sucrose yielding up to 76% PHB of cell dry weight (CDW) in flasks",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130663",
      "doi": "10.1016/j.polymer.2026.130663",
      "source_type": "journal",
      "title": "ESO-assisted interfacial regulation of PLA containing a bio-based P/N flame retardant: Phase dispersion, fire safety, and UV shielding",
      "venue": "Polymer",
      "authors": "Feng, Wang, Chai et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130663",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Epoxidised soybean oil regulates interfacial phase dispersion in PLA containing a bio-based phosphorus/nitrogen flame retardant, targeting fire safety and UV shielding.",
      "quote": "ESO-assisted interfacial regulation of PLA containing a bio-based P/N flame retardant",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130902",
      "doi": "10.1016/j.polymer.2026.130902",
      "source_type": "journal",
      "title": "Plasticized PLA with carboxylic acid esters: effect of chemical structure and reactive extrusion on mechanical and thermal properties",
      "venue": "Polymer",
      "authors": "Vicente-Vinas, Lazaro‐Hdez, Quiles‐Carrillo et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130902",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PLA was plasticized with bio-based dibutyl succinate, fumarate and maleate and reactively extruded with dicumyl peroxide; elongation at break rose above 220% for plasticized systems.",
      "quote": "increasing elongation at break from 4.9% for neat PLA to values above 220% for all plasticized systems",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:13+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15009898/v1",
      "doi": "10.26434/chemrxiv.15009898/v1",
      "source_type": "preprint",
      "title": "Overcoming the Density Limitation of Polyhydroxyurethane Self-Blown Foams through Sol–Gel Chemistry",
      "venue": "ChemRxiv",
      "authors": "Makarov, Urbanczyk, Bourguignon et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15009898/v1",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Alkoxysilane additives yield non-isocyanate polyhydroxyurethane foams with low density and humidity-responsive rebound resilience, the authors report.",
      "quote": "This work demonstrates a simple and versatile alkoxysilane-assisted self-co-blowing strategy toward low-density NIPU cellular materials",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.154787",
      "doi": "10.1016/j.ijbiomac.2026.154787",
      "source_type": "journal",
      "title": "A PHA depolymerase from Cellulosimicrobium funkei: Discovery, biochemical characterisation and plastic degradation.",
      "venue": "International journal of biological macromolecules",
      "authors": "Salini A, Piccoli E, Pirone L, Filocaso M, Pedone E, Riedel SL, Grimm T, Grabowski M, Zaccone C, Cannella D, Fusco S.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.154787",
      "language": "en",
      "via": "europepmc",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A newly identified extracellular PHA depolymerase, Cf PhaZ, was characterised and degraded industrially relevant bioplastic films up to 40% conversion into soluble monomers.",
      "quote": "Cf PhaZ efficiently degraded industrially relevant bioplastic films, reaching up to 40% conversion into soluble monomers",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:52+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130943",
      "doi": "10.1016/j.polymer.2026.130943",
      "source_type": "journal",
      "title": "Acid-etched TiO2 nanoparticles for catalytic synthesis of high-quality bio-based PECF copolyesters",
      "venue": "Polymer",
      "authors": "Ning, Gan, Cai et al.",
      "published_date": "2026-10-07",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130943",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Acid-etched nano-TiO2 was used as catalyst to synthesise bio-based poly(ethylene-co-cyclohexanedimethylene furanoate) copolyesters with higher molecular weight and reduced yellowing than a conventional catalyst.",
      "quote": "nano-TiO 2 catalysts with different loadings and HCl etching conditions were employed for the catalytic synthesis of PECF copolyesters",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:07+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.5071/34theubce2026-idv.3.35",
      "doi": "10.5071/34theubce2026-idv.3.35",
      "source_type": "journal",
      "title": "From Agri-food Residues to High-performance Sustainable Polymers: The POLYMERS-5B Pathway Toward Circular Bioplastics",
      "venue": "ETA Florence",
      "authors": "Fonseca, Varotto, Jester",
      "published_date": "2026-10-07",
      "date_precision": "day",
      "url": "https://doi.org/10.5071/34theubce2026-idv.3.35",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-route",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "Europe",
      "summary": "The POLYMERS-5B project reports pilot-scale lipase-catalysed polyesters from tomato and olive pomace with about 2 GPa modulus and Tg of at least 80 degrees Celsius.",
      "quote": "polyesters with an elastic modulus of approximately 2 GPa and a glass transition temperature of at least 80 degrees Celsius",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:19+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acs.macromol.6c01662",
      "doi": "10.1021/acs.macromol.6c01662",
      "source_type": "journal",
      "title": "Sequence-Controlled Copolymerization of 6-/7-Membered Cyclic Carbonates with l -Lactide: Wide-Range Regulation of Copolymer Properties",
      "venue": "Macromolecules",
      "authors": "Dai, Wang, Ding et al.",
      "published_date": "2026-10-12",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acs.macromol.6c01662",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Aluminum phenolate catalysts enabled melt ring-opening copolymerization of L-lactide with six- and seven-membered cyclic carbonates, giving sequence-controlled poly(lactide-carbonate) copolymers with tunable thermal and mechanical properties.",
      "quote": "sequence-controlled poly(lactide-carbonate) copolymers via ring-opening copolymerization (ROCOP)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:40:15+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:01d97a08549e5282",
      "doi": null,
      "source_type": "news",
      "title": "Dongsung Chemical and CJ Biomaterials Introduce First PHA-Based ECOVIVA® Hotmelt Adhesive Available in the US Market - GlobeNewswire",
      "venue": "GlobeNewswire",
      "authors": "",
      "published_date": "2026-10-14",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMilgJBVV95cUxOQ0sxNklwS2dwa09qeW1QdVNLTzl4SHhxUEtWdndFeWRNdkk3TWRkamVBYWhqazJqT3V4WDlUbFZVTjB4NmI1RHpqZ2hZRDloSV9YNUhvQUQycnN1d21KVlFMd2NjX3Z0X2gxV1lESHg2cHpaX2ZHZ05ncEVfWkliQ003RDRBSHlxcHZOOWk1a2ZHYXpyeFEzREZaaUtCeHpRVlpORlR5ZGMtNUFpel9MOTlzeWN0VUw1bTg1OGh6NzQ5aTZYTnBzYzRpZmF2bmNhMVFSUTlQby01ZTZTSGZUSTh2TFdRX1RJX2lfRXhZcjZxd3V5enV1Wl9KLW10NjNhOW9DQW1heGxGdnRBeldnZ3U3d2VKQQ?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "other",
      "region": "United States",
      "summary": "Dongsung Chemical and CJ Biomaterials introduce a PHA-based ECOVIVA hotmelt adhesive for the US market.",
      "quote": "First PHA-Based ECOVIVA® Hotmelt Adhesive Available in the US Market",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:16+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10924-026-03971-8",
      "doi": "10.1007/s10924-026-03971-8",
      "source_type": "journal",
      "title": "DOE-Driven Synthesis of Bio-based Itaconate Polyester: A Solvent-Free and Catalyst-Free Approach",
      "venue": "Journal of Polymers and the Environment",
      "authors": "Miętus, Gołofit, Gadomska‐Gajadhur",
      "published_date": "2026-10-16",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10924-026-03971-8",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A bio-based poly(dodecamethylene-co-hexamethylene itaconate) prepolymer was synthesized by catalyst-free, solvent-free polycondensation and optimized with a Box-Behnken design for future UV-curable formulations.",
      "quote": "no other examples of the synthesis of such a binary polyester have been reported",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1122/8.0001229",
      "doi": "10.1122/8.0001229",
      "source_type": "journal",
      "title": "Morphological, thermal, and rheological behavior of poly( l -lactide) and poly( meso- lactide) blends",
      "venue": "Journal of Rheology",
      "authors": "Sicotte-Brisson, Moraille, Randall et al.",
      "published_date": "2026-10-20",
      "date_precision": "day",
      "url": "https://doi.org/10.1122/8.0001229",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Blends of poly(l-lactide) and poly(meso-lactide) were characterised by DSC, rheology and AFM, with results indicating the two polylactides are largely immiscible.",
      "quote": "These results suggest that PMLA and PLLA are largely immiscible.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:7d8d5191e443a689",
      "doi": null,
      "source_type": "news",
      "title": "Dual dynamic bonds yield strong, self-healing bio-based epoxy vitrimers - Bioengineer.org",
      "venue": "Bioengineer.org",
      "authors": "",
      "published_date": "2026-10-20",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMimwFBVV95cUxNaDR1c1ZSdGctVnhnWDVfOE8yelp2cEZlWFFTM081VGFPYmNMcHVZcTRlcmxWY3RlcUZidU1FMUtnRXhaaVF2Y2QxUGlNbXo4LUJBN21qbEE0Yy1EaWl0RjhuLTNoWEg2TEh5Yl9DNHFMOHprSmFvbTc3ZjJUdnNsdktkQ2REbl9zd3Q5MFRHQjBobkVwZVRPT3NUWQ?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.8,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A study reports bio-based epoxy vitrimers using dual dynamic bonds that the authors describe as strong and self-healing.",
      "quote": "Dual dynamic bonds yield strong, self-healing bio-based epoxy vitrimers",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130538",
      "doi": "10.1016/j.polymer.2026.130538",
      "source_type": "journal",
      "title": "Combined effects of miscible blending with PMMA and shear flow on stereocomplex crystallization in poly(l-lactic acid)/poly(d-lactic acid) racemic blends",
      "venue": "Polymer",
      "authors": "Ahmadi, Anderson, Cardinaels",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130538",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.78,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study examines combined effects of PMMA blending and shear flow on stereocomplex crystallization in PLLA/PDLA racemic blends.",
      "quote": "Combined effects of miscible blending with PMMA and shear flow on stereocomplex crystallization in poly(l-lactic acid)/poly(d-lactic acid) racemic blends",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130595",
      "doi": "10.1016/j.polymer.2026.130595",
      "source_type": "journal",
      "title": "UV-curable bio-based castor oil-modified poly(l-lactide) with excellent adhesion and ductility",
      "venue": "Polymer",
      "authors": "Chen, Zhou, Wang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130595",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.78,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The record reports UV-curable bio-based castor oil-modified poly(L-lactide) with adhesion and ductility.",
      "quote": "UV-curable bio-based castor oil-modified poly(l-lactide) with excellent adhesion and ductility",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130624",
      "doi": "10.1016/j.polymer.2026.130624",
      "source_type": "journal",
      "title": "Effect of tall oil-based bio-polyol content on the physico-chemical and morphological properties of viscoelastic polyurethane foams",
      "venue": "Polymer",
      "authors": "Grzęda, Węgrzyk, Szczepkowski et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130624",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.78,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study reports how varying tall oil-based bio-polyol content changes the physico-chemical and morphological properties of viscoelastic polyurethane foams.",
      "quote": "tall oil-based bio-polyol content",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/star.70309",
      "doi": "10.1002/star.70309",
      "source_type": "journal",
      "title": "Accelerated Weathering Performance and Biodegradation of Polyhydroxybutyrate Modified With PHB‐g‐MA",
      "venue": "Starch - Stärke",
      "authors": "Al, Aydemir, Altuntaş et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/star.70309",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PHB blended with PHB-g-MA made by microwave or extruder grafting was characterised after accelerated weathering; the additive increased biological decomposition of the blends.",
      "quote": "Accelerated Weathering Performance and Biodegradation of Polyhydroxybutyrate",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.134979",
      "doi": "10.1016/j.biortech.2026.134979",
      "source_type": "journal",
      "title": "Yeast bioaugmentation fosters medium-chain carboxylates and polyhydroxyalkanoates production from cheese whey",
      "venue": "Bioresource Technology",
      "authors": "Luo, Vecchione, Aponte et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.biortech.2026.134979",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Yeast bioaugmentation is used to promote medium-chain carboxylate and polyhydroxyalkanoate production from cheese whey.",
      "quote": "Yeast bioaugmentation fosters medium-chain carboxylates and polyhydroxyalkanoates production from cheese whey",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.178498",
      "doi": "10.1016/j.cej.2026.178498",
      "source_type": "journal",
      "title": "Cardanol-derived photocurable epoxy acrylate resins by bioinspired rigid-flexible alternating structures for advanced solder mask",
      "venue": "Chemical Engineering Journal",
      "authors": "Yang, Zhao, Chen et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.178498",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cardanol-derived photocurable epoxy acrylate resins with bioinspired rigid-flexible alternating structures are developed for advanced solder mask use.",
      "quote": "Cardanol-derived photocurable epoxy acrylate resins by bioinspired rigid-flexible alternating structures for advanced solder mask",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115094",
      "doi": "10.1016/j.eurpolymj.2026.115094",
      "source_type": "journal",
      "title": "Vanillin-Based epoxy vitrimers regulated by dual dynamic covalent bonds",
      "venue": "European Polymer Journal",
      "authors": "Zhou, Cao, Yu et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115094",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Vanillin-based epoxy vitrimers are reported, regulated by two different dynamic covalent bonds.",
      "quote": "Vanillin-Based epoxy vitrimers regulated by dual dynamic covalent bonds",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:43:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153972",
      "doi": "10.1016/j.ijbiomac.2026.153972",
      "source_type": "journal",
      "title": "Dual-feedstock bio-based polyurethane elastomers from lignin polyol and PHB-diol with enhanced mechanical and thermal performance",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Utami, Kim, Saha et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153972",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based polyurethane elastomers are prepared from lignin polyol and PHB-diol as dual feedstocks, with the title reporting enhanced mechanical and thermal performance.",
      "quote": "Dual-feedstock bio-based polyurethane elastomers from lignin polyol and PHB-diol",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:17+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.indcrop.2026.124433",
      "doi": "10.1016/j.indcrop.2026.124433",
      "source_type": "journal",
      "title": "Enzyme–deep eutectic solvent synergistic enabled bamboo fiber interfacial engineering to construct lignin-regenerated high-performance bio-based polyurethane foam",
      "venue": "Industrial Crops and Products",
      "authors": "Yin, Tan, Huang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.indcrop.2026.124433",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "An enzyme–deep eutectic solvent treatment of bamboo fibre is used in interfacial engineering to construct lignin-regenerated bio-based polyurethane foam.",
      "quote": "construct lignin-regenerated high-performance bio-based polyurethane foam",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:17+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jcat.2026.117097",
      "doi": "10.1016/j.jcat.2026.117097",
      "source_type": "journal",
      "title": "Atomically dispersed Mn atoms anchored on nitrogen-doped carbon as an efficient catalyst for converting 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid",
      "venue": "Journal of Catalysis",
      "authors": "Wang, Zhang, Lei et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.jcat.2026.117097",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Atomically dispersed Mn atoms on nitrogen-doped carbon are reported as an efficient catalyst for converting 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid.",
      "quote": "Atomically dispersed Mn atoms anchored on nitrogen-doped carbon as an efficient catalyst for converting 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.jiec.2026.04.031",
      "doi": "10.1016/j.jiec.2026.04.031",
      "source_type": "journal",
      "title": "Tailoring polyol blends for Efficient lignin oxyalkylation toward High-Performance Soy-Lignin polyurethane flexible foams",
      "venue": "Journal of Industrial and Engineering Chemistry",
      "authors": "Acquah, Yakubison, Schenck et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.jiec.2026.04.031",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Polyol blends are tailored for lignin oxyalkylation to produce soy-lignin-based polyurethane flexible foams.",
      "quote": "Tailoring polyol blends for Efficient lignin oxyalkylation toward High-Performance Soy-Lignin polyurethane flexible foams",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.materresbull.2026.114215",
      "doi": "10.1016/j.materresbull.2026.114215",
      "source_type": "journal",
      "title": "Decoupling reinforcement mechanisms in bio-based rigid polyurethane foams derived from castor oil and Tetraclinis articulata lignin: A comparative study with upcycled graphite fillers",
      "venue": "Materials Research Bulletin",
      "authors": "Bennesser, Bakiri",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.materresbull.2026.114215",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Reinforcement mechanisms are compared in bio-based rigid polyurethane foams made from castor oil and Tetraclinis articulata lignin with upcycled graphite fillers.",
      "quote": "bio-based rigid polyurethane foams derived from castor oil and Tetraclinis articulata lignin",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.matlet.2026.141022",
      "doi": "10.1016/j.matlet.2026.141022",
      "source_type": "journal",
      "title": "Poly(lactic acid) stereocomplexation with enhanced toughness and on-demand regulated degradation enabled by citrate-based polymers",
      "venue": "Materials Letters",
      "authors": "Liao, Duan, Luo et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.matlet.2026.141022",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Citrate-based polymers are used to form poly(lactic acid) stereocomplexes with enhanced toughness and on-demand regulated degradation, according to the title.",
      "quote": "Poly(lactic acid) stereocomplexation with enhanced toughness and on-demand regulated degradation enabled by citrate-based polymers",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.nxmate.2026.103499",
      "doi": "10.1016/j.nxmate.2026.103499",
      "source_type": "journal",
      "title": "Mechanical and thermal property enhancement of an isosorbide-based bio-epoxy resin using interface-engineered silica nanoparticles",
      "venue": "Next Materials",
      "authors": "Cheon, Hong, Kim",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.nxmate.2026.103499",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title reports mechanical and thermal property enhancement of an isosorbide-based bio-epoxy resin using interface-engineered silica nanoparticles.",
      "quote": "Mechanical and thermal property enhancement of an isosorbide-based bio-epoxy resin",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.nxmate.2026.103722",
      "doi": "10.1016/j.nxmate.2026.103722",
      "source_type": "journal",
      "title": "Exploring the potential of lignin-derived monomers in sustainable polyurethane development",
      "venue": "Next Materials",
      "authors": "Pandey, Ganvit, Sharma",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.nxmate.2026.103722",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review examines lignin-derived monomers as bio-based substitutes for conventional polyols in polyurethane synthesis.",
      "quote": "lignin is well-suited to substitute conventional polyols in polyurethane synthesis",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130984",
      "doi": "10.1016/j.polymer.2026.130984",
      "source_type": "journal",
      "title": "Enhanced Lactide Ring-Opening Polymerization by Cooperative Dinuclear Aluminum Complexes Supported by Thio-Schiff Base Ligands",
      "venue": "Polymer",
      "authors": "Lee, Teja, Yang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130984",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The work reports dinuclear aluminum complexes with thio-Schiff base ligands that enhance lactide ring-opening polymerization.",
      "quote": "Enhanced Lactide Ring-Opening Polymerization by Cooperative Dinuclear Aluminum Complexes Supported by Thio-Schiff Base Ligands",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:13+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.porgcoat.2026.110349",
      "doi": "10.1016/j.porgcoat.2026.110349",
      "source_type": "journal",
      "title": "Bio-based polyurethane coatings from sugarcane bagasse acetosolv lignin with enhanced anticorrosive performance",
      "venue": "Progress in Organic Coatings",
      "authors": "Fernandes, Tieppo, Ferreira et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.porgcoat.2026.110349",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based polyurethane coatings are prepared from sugarcane bagasse acetosolv lignin and reported to show enhanced anticorrosive performance.",
      "quote": "Bio-based polyurethane coatings from sugarcane bagasse acetosolv lignin with enhanced anticorrosive performance",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsapm.6c03053",
      "doi": "10.1021/acsapm.6c03053",
      "source_type": "journal",
      "title": "Molecular Dynamics Simulation Insight into the Aggregate Structure–Mechanical Property Relationship of Double-Crosslinked Epoxidized Natural Rubber/Polylactic Acid Composites",
      "venue": "ACS Applied Polymer Materials",
      "authors": "Zhang, Wang, Chu et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsapm.6c03053",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Coarse-grained molecular dynamics simulations probe how ENR chain length and dual crosslinking networks affect mechanical behaviour of PLA/epoxidized natural rubber blends.",
      "quote": "coarse-grained molecular dynamics simulations were employed to investigate PLA/ENR blends with different ENR chain lengths and dual crosslinking networks",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsmacrolett.6c00434",
      "doi": "10.1021/acsmacrolett.6c00434",
      "source_type": "journal",
      "title": "Interplay between Thermal Denaturation and Dynamic Covalent Chemistry Generates High-Performance Recyclable Protein Plastics",
      "venue": "ACS Macro Letters",
      "authors": "Ma, Stellacci",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsmacrolett.6c00434",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bovine serum albumin cross-linked with dynamic vinylogous urethane bonds and thermally denatured is reported to give recyclable protein plastics with tensile strengths up to 35 MPa.",
      "quote": "Cross-linking a priori brittle bovine serum albumin (BSA) with dynamic vinylogous urethane (VU) linkages produces robust plastics with tensile strengths of up to 35 MPa.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115127",
      "doi": "10.1016/j.eurpolymj.2026.115127",
      "source_type": "journal",
      "title": "Bio-sourced polyurethane foams through oxidative decarboxylation of oxamic acids under off-stoichiometric conditions",
      "venue": "European Polymer Journal",
      "authors": "Akacha, Robert, Vidil et al.",
      "published_date": "2026-10-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115127",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based polyurethane foams were made from unmodified castor oil using oxidative decarboxylation of bis-oxamic acids as a masked-isocyanate, self-blowing approach requiring excess oxamic acid.",
      "quote": "Bio-based polyurethane foams were synthesized from unmodified castor oil using a masked-isocyanate strategy",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.fpsl.2026.101856",
      "doi": "10.1016/j.fpsl.2026.101856",
      "source_type": "journal",
      "title": "Effect of ethylene glycol-based plasticizers on the properties of zein-based biopolymers processed by extrusion and injection molding",
      "venue": "Food Packaging and Shelf Life",
      "authors": "Peñafiel-Alvarado, Martínez, Gomez-Caturla et al.",
      "published_date": "2026-10-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.fpsl.2026.101856",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Ethylene glycol plasticizers of differing chain length were used in zein biopolymers processed by extrusion and injection molding, tuning ductility, strength and hydrophobicity while retaining compostability.",
      "quote": "Ethylene glycol (1EG), diethylene glycol (2EG), triethylene glycol (3EG), and tetraethylene glycol (4EG) were introduced as plasticizers.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:51+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mtcomm.2026.116292",
      "doi": "10.1016/j.mtcomm.2026.116292",
      "source_type": "journal",
      "title": "Tailoring bacterial cellulose membranes via plastic-derived carbon sources: A structural and performance characterization",
      "venue": "Materials Today Communications",
      "authors": "Gil, Torres, Esmail et al.",
      "published_date": "2026-10-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.mtcomm.2026.116292",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Komagataeibacter xylinus produced bacterial cellulose from lactic acid and terephthalic acid, including a mixed feed mimicking depolymerised PET/PLA waste, with carbon source controlling membrane properties.",
      "quote": "the first report of BC synthesis by K. xylinus from LA as sole carbon source under static cultivation",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:51+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pen.70915",
      "doi": "10.1002/pen.70915",
      "source_type": "journal",
      "title": "2,5‐Furandicarboxylic Acid‐Modified PBAT Copolyesters: Enhanced Mechanical Properties, Gas Barrier Performance, and UV Aging Resistance",
      "venue": "Polymer Engineering & Science",
      "authors": "Yang, Xie, Luo et al.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pen.70915",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A PBAT copolyester (PBAFT) was made by replacing part of the terephthalic acid with bio-based FDCA, reporting higher tensile strength and lower water vapour and oxygen permeability.",
      "quote": "PBAFT containing 10 mol% FDCA substitution exhibited a tensile strength of 32.5 MPa",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:41+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:b4b343fee303b566",
      "doi": null,
      "source_type": "news",
      "title": "CJ Biomaterials Secures BPI, TÜV AUSTRIA Certifications for New PHACT™ All-PHA Compound Designed for Home Compostable Cutlery - Sustainable Packaging News",
      "venue": "Sustainable Packaging News",
      "authors": "",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiVkFVX3lxTFBwWUtqbklibm1BM0RyWmtqbHN1WEFNdVYzVlZNRGo4VldIS0NYWVJSRERBeDdnSlRGdHhkWVo3VzlsSDY4Qy1MXzdQU0s0dFJNTzJqQ1F30gFgQVVfeXFMTkFoZGJNSjk2NW9SZE95dzBSTW1fb0pGMmtUMi1HSm5xV0lWYTBiUGprRHZ0SFo0MkJYeV9CU0tJQThDdGJmMTJBSkJoUmhkc19Pb3Bxd0xDZC0zb0Z2LXJD?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 reports BPI and TÜV AUSTRIA certifications for a new PHACT all-PHA compound aimed at home-compostable cutlery.",
      "quote": "CJ Biomaterials Secures BPI, TÜV AUSTRIA Certifications for New PHACT™ All-PHA Compound",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:01+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/marc.70451",
      "doi": "10.1002/marc.70451",
      "source_type": "journal",
      "title": "Thioctic Acid‐Derived Reversibly Cross‐Linked Plastics and Carbon Fiber‐Reinforced Polymer Composites With High Mechanical Robustness and Excellent Chemical Recyclability",
      "venue": "Macromolecular Rapid Communications",
      "authors": "Sun, Xie, Pan et al.",
      "published_date": "2026-10-07",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/marc.70451",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Thioctic acid and aromatic epoxy monomers were cross-linked through dynamic imine, disulfide and hydrogen bonds to form recyclable plastics and carbon-fibre composites, the authors report.",
      "quote": "cross-linking thioctic acid and aromatic petroleum-derived epoxy monomers through dynamic imine, disulfide, and hydrogen bonds",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:07+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.25073/2588-1140/vnunst.5942",
      "doi": "10.25073/2588-1140/vnunst.5942",
      "source_type": "journal",
      "title": "Biosynthesis of polyhydroxyalkanoate copolymer by Cupriavidus necator H16 using γ-butyrolactone and sodium propionate as precursors",
      "venue": "VNU Journal of Science: Natural Sciences and Technology",
      "authors": "Bùi Thị",
      "published_date": "2026-10-14",
      "date_precision": "day",
      "url": "https://doi.org/10.25073/2588-1140/vnunst.5942",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cupriavidus necator H16 produced P(3HB-co-4HB) and P(3HB-co-3HV) copolymers from crude fish oil and waste cooking oil with γ-butyrolactone or sodium propionate precursors.",
      "quote": "Poly(3-hydroxybutyrate-co-4-hydroxybutyrate) [P(3HB-co-4HB)] was synthesized when γ-butyrolactone was added as a precursor",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:40:48+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s11356-026-38285-8",
      "doi": "10.1007/s11356-026-38285-8",
      "source_type": "journal",
      "title": "Optimized production of polyhydroxyalkanoates from Priestia megaterium using sugar beet molasses: a cost-effective approach for eco-friendly bioplastics",
      "venue": "Environmental Science and Pollution Research",
      "authors": "Khattab, Esmael, Elkhouly et al.",
      "published_date": "2026-10-16",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s11356-026-38285-8",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.75,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Polyhydroxyalkanoates were produced from sugar beet molasses using Priestia megaterium, presented in the title as a cost-effective approach for eco-friendly bioplastics.",
      "quote": "Optimized production of polyhydroxyalkanoates from Priestia megaterium using sugar beet molasses: a cost-effective approach for eco-friendly bioplastics",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115095",
      "doi": "10.1016/j.eurpolymj.2026.115095",
      "source_type": "journal",
      "title": "DBU-catalyzed reactive compatibilization for bio-based PA11 and acrylate-natural rubber blends: towards a new strategy for sustainable thermoplastic elastomer",
      "venue": "European Polymer Journal",
      "authors": "Salaeh, Saiwari, Thongnuanchan et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115095",
      "language": "en",
      "via": "crossref",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "DBU-catalyzed reactive compatibilization is applied to blends of bio-based PA11 and acrylate-natural rubber, targeting a sustainable thermoplastic elastomer.",
      "quote": "DBU-catalyzed reactive compatibilization for bio-based PA11 and acrylate-natural rubber blends",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:43:49+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112342",
      "doi": "10.1016/j.polymdegradstab.2026.112342",
      "source_type": "journal",
      "title": "Relationship between structure and biodegradability in immiscible Poly(butylene adipate-co-terephthalate)/Poly[(R)-3-hydroxybutyrate-co-(R)-3-hydroxyhexanoate] blend films",
      "venue": "Polymer Degradation and Stability",
      "authors": "Ishida, Kabe, Kasuya et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112342",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The record studies structure–biodegradability relationships in immiscible PBAT/PHBHHx blend films.",
      "quote": "Relationship between structure and biodegradability in immiscible Poly(butylene adipate-co-terephthalate)/Poly[(R)-3-hydroxybutyrate-co-(R)-3-hydroxyhexanoate] blend films",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130545",
      "doi": "10.1016/j.polymer.2026.130545",
      "source_type": "journal",
      "title": "A novel stretching method for enhancing the toughness of PHBV films",
      "venue": "Polymer",
      "authors": "Gallet--Pandellé, Chaléat, Colwell et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130545",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The record reports a stretching method for enhancing the toughness of PHBV films.",
      "quote": "A novel stretching method for enhancing the toughness of PHBV films",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130662",
      "doi": "10.1016/j.polymer.2026.130662",
      "source_type": "journal",
      "title": "Bio-based polyol-assisted glycolysis and synthesis of rigid polyurethane foams: A closed-loop approach",
      "venue": "Polymer",
      "authors": "Thorbole, Sahu, Bodhak et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130662",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-route",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A closed-loop approach uses a bio-based polyol for glycolysis and the synthesis of rigid polyurethane foams.",
      "quote": "Bio-based polyol-assisted glycolysis and synthesis of rigid polyurethane foams",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:79e8a4604d4e1970",
      "doi": null,
      "source_type": "news",
      "title": "Low-voltage, membrane-free electrolysis produces hydrogen and FDCA - ChemEngOnline",
      "venue": "ChemEngOnline",
      "authors": "",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMinAFBVV95cUxQbTB4Zk9lQmRuZlpPRVVLOEx5dTY4UWFHX0ZIb3RhQjFGaFVXbzZwYkZiRVVET01LOWF3NzRndG1xN2k2OV93cVVnZzFpZkZxMzNoZkZ3aWVQN2x5QkNidnQ1cW5HbWhqenBJakpwNy13VkxUbTBKZ215NnEtdnI4RGRhcmpzUElpaEdvTXdwRXRzZ3UxbENCREV6cGk?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.72,
      "signal_type": "research",
      "region": "not stated",
      "summary": "News report states that low-voltage, membrane-free electrolysis produces hydrogen and FDCA.",
      "quote": "Low-voltage, membrane-free electrolysis produces hydrogen and FDCA",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/slct.74840",
      "doi": "10.1002/slct.74840",
      "source_type": "journal",
      "title": "Sustainable Multi‐Functional Pigment Printing of Cotton Fabric Using Palm Oil‐Derived Polyurethane–Acrylic Hybrid Latexes",
      "venue": "ChemistrySelect",
      "authors": "Sun, Guo, Qi et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/slct.74840",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Palm oil-derived diethanolamide was copolymerised into silicone-grafted polyurethane-acrylic hybrid latexes and applied as pigment-printing binder on cotton fabric.",
      "quote": "high bio‐based content polyurethane–acrylic hybrid latexes with grafting silicone (Si‐POPUA)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:36+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.biortech.2026.135023",
      "doi": "10.1016/j.biortech.2026.135023",
      "source_type": "journal",
      "title": "A techno-economic assessment of an integrated photovoltaic system, Chlor-Alkali and oxidation process for 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid",
      "venue": "Bioresource Technology",
      "authors": "Chen, Zhang, Li et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.biortech.2026.135023",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "scale-up",
      "region": "not stated",
      "summary": "A techno-economic assessment covers an integrated photovoltaic, chlor-alkali and oxidation process converting 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid.",
      "quote": "5-hydroxymethylfurfural to 2,5-furandicarboxylic acid",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.carbpol.2026.125756",
      "doi": "10.1016/j.carbpol.2026.125756",
      "source_type": "journal",
      "title": "Cellulose-based nanohybrids enabling flame retardancy with mechanical reinforcement in poly(lactide) composites",
      "venue": "Carbohydrate Polymers",
      "authors": "Ali, Park, Kim et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.carbpol.2026.125756",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cellulose-based nanohybrids are described as providing flame retardancy together with mechanical reinforcement in poly(lactide) composites.",
      "quote": "Cellulose-based nanohybrids enabling flame retardancy with mechanical reinforcement in poly(lactide) composites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.180045",
      "doi": "10.1016/j.cej.2026.180045",
      "source_type": "journal",
      "title": "Famine-end settling enables granulation without loss of PHA enrichment in integrated nutrient-decoupled PHA production",
      "venue": "Chemical Engineering Journal",
      "authors": "Heo, Liu, Webb",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.180045",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A famine-end settling step is reported to enable granulation without loss of PHA enrichment in integrated nutrient-decoupled PHA production.",
      "quote": "Famine-end settling enables granulation without loss of PHA enrichment in integrated nutrient-decoupled PHA production",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:11+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.compositesa.2026.109990",
      "doi": "10.1016/j.compositesa.2026.109990",
      "source_type": "journal",
      "title": "Monolayer and multilayer biodegradable biocomposite blown films: Effect of poly (3-hydroxybutyrate-co-3-hydroxyvalerate) and talc on mechanical and barrier properties",
      "venue": "Composites Part A: Applied Science and Manufacturing",
      "authors": "Pesaranhajiabbas, Mohanty, Misra",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.compositesa.2026.109990",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Monolayer and multilayer biodegradable biocomposite blown films were studied for how PHBV and talc affect mechanical and barrier properties.",
      "quote": "Effect of poly (3-hydroxybutyrate-co-3-hydroxyvalerate) and talc on mechanical and barrier properties",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:11+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115037",
      "doi": "10.1016/j.eurpolymj.2026.115037",
      "source_type": "journal",
      "title": "Bio-based high-thermal-conductivity non-isocyanate polyurethane composites with flame-retardant and self-healing capabilities: design and performance regulation",
      "venue": "European Polymer Journal",
      "authors": "Sha, Li, Sun et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115037",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based non-isocyanate polyurethane composites are designed for high thermal conductivity together with flame retardancy and self-healing capability.",
      "quote": "Bio-based high-thermal-conductivity non-isocyanate polyurethane composites with flame-retardant and self-healing capabilities",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:43:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115052",
      "doi": "10.1016/j.eurpolymj.2026.115052",
      "source_type": "journal",
      "title": "High performance, water resistant and antimicrobial bioadhesives by epoxidized lignin-polylysine networks",
      "venue": "European Polymer Journal",
      "authors": "Liu, Pizzi, Wang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115052",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bioadhesives based on epoxidized lignin-polylysine networks are reported, described as high performance, water resistant and antimicrobial.",
      "quote": "antimicrobial bioadhesives by epoxidized lignin-polylysine networks",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:43:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mtcomm.2026.116450",
      "doi": "10.1016/j.mtcomm.2026.116450",
      "source_type": "journal",
      "title": "Decoupled toughening and stiffening in FDM-printed PLA/PHB biocomposites reinforced with spray-dried cellulose nanocrystals",
      "venue": "Materials Today Communications",
      "authors": "Alshihabi, Bisbee, Deiab",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.mtcomm.2026.116450",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "FDM-printed PLA/PHB biocomposites reinforced with spray-dried cellulose nanocrystals are reported to show decoupled toughening and stiffening.",
      "quote": "Decoupled toughening and stiffening in FDM-printed PLA/PHB biocomposites reinforced with spray-dried cellulose nanocrystals",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130593",
      "doi": "10.1016/j.polymer.2026.130593",
      "source_type": "journal",
      "title": "Biobased benzoxazine monomers with low melting point: incorporation of hydroxyethyl and ethynyl groups to achieve excellent thermal stability and flame retardancy",
      "venue": "Polymer",
      "authors": "Lu, Liang, Li et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130593",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based benzoxazine monomers bearing hydroxyethyl and ethynyl groups are reported to give low melting points, thermal stability and flame retardancy.",
      "quote": "Biobased benzoxazine monomers with low melting point: incorporation of hydroxyethyl and ethynyl groups to achieve excellent thermal stability and flame retardancy",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:18+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130673",
      "doi": "10.1016/j.polymer.2026.130673",
      "source_type": "journal",
      "title": "Thermal degradation, combustion behavior, and mechanical properties of epoxy thermosets Co-modified with a bio-based hyperbranched phosphorus polymer and red mud",
      "venue": "Polymer",
      "authors": "Xie, Long, Qin et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130673",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Epoxy thermosets co-modified with a bio-based hyperbranched phosphorus polymer and red mud are studied for thermal degradation, combustion behaviour and mechanical properties.",
      "quote": "epoxy thermosets Co-modified with a bio-based hyperbranched phosphorus polymer and red mud",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:28+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130986",
      "doi": "10.1016/j.polymer.2026.130986",
      "source_type": "journal",
      "title": "Construction of Poly(lactic acid)-g-poly(ethylene oxide) Branched Polymer Fibers Enables Superior Low-temperature Dyeability",
      "venue": "Polymer",
      "authors": "Liu, Zhao, Ye",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130986",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Branched PLA-g-poly(ethylene oxide) polymer fibers were constructed and reported to enable low-temperature dyeability.",
      "quote": "Construction of Poly(lactic acid)-g-poly(ethylene oxide) Branched Polymer Fibers Enables Superior Low-temperature Dyeability",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:13+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.porgcoat.2026.110336",
      "doi": "10.1016/j.porgcoat.2026.110336",
      "source_type": "journal",
      "title": "Bio-based waterborne polyurethane coatings with superior seawater intrusion resistance for marine PET ropes",
      "venue": "Progress in Organic Coatings",
      "authors": "Luo, Gan, Zhang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.porgcoat.2026.110336",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based waterborne polyurethane coatings are developed for marine PET ropes with resistance to seawater intrusion, according to the title.",
      "quote": "Bio-based waterborne polyurethane coatings with superior seawater intrusion resistance for marine PET ropes",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.reactfunctpolym.2026.106858",
      "doi": "10.1016/j.reactfunctpolym.2026.106858",
      "source_type": "journal",
      "title": "Hierarchical structure in lignins and their influence in bio-based thermoset production: Case study of carboxylated lignins and epoxidized oil",
      "venue": "Reactive and Functional Polymers",
      "authors": "Andriani, Brandt, Roth et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.reactfunctpolym.2026.106858",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines how lignin hierarchical structure, using carboxylated lignins with epoxidized oil, influences bio-based thermoset production.",
      "quote": "Hierarchical structure in lignins and their influence in bio-based thermoset production",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:49+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.susmat.2026.e02145",
      "doi": "10.1016/j.susmat.2026.e02145",
      "source_type": "journal",
      "title": "Vegetable oil-based non-isocyanate urethane methacrylate resins for greener vat photopolymerization 3D printing",
      "venue": "Sustainable Materials and Technologies",
      "authors": "dos Santos, Gaglieri, Alarcon et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.susmat.2026.e02145",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Vegetable oil-based non-isocyanate urethane methacrylate resins are developed for vat photopolymerization 3D printing.",
      "quote": "Vegetable oil-based non-isocyanate urethane methacrylate resins",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:49+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.wasman.2026.115852",
      "doi": "10.1016/j.wasman.2026.115852",
      "source_type": "journal",
      "title": "Effects of composting conditions on rigid PLA/PBAT composite degradation: mechanistic insights from kinetic screening to micro-residue chemistry",
      "venue": "Waste Management",
      "authors": "Ajmal, Asad, Yuchao et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.wasman.2026.115852",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines how composting conditions affect degradation of rigid PLA/PBAT composites, linking kinetic screening to micro-residue chemistry.",
      "quote": "Effects of composting conditions on rigid PLA/PBAT composite degradation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1038/s41529-026-00891-9",
      "doi": "10.1038/s41529-026-00891-9",
      "source_type": "journal",
      "title": "Influence of biochar on the physico-mechanical properties and biodegradation of PLA films",
      "venue": "npj Materials Degradation",
      "authors": "Brdlik, Gómez-Caturla, Borůvka et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1038/s41529-026-00891-9",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines how walnut-shell biochar pyrolysis temperature and loading affect crystallinity, thermal stability and composting biodegradation of PLA films.",
      "quote": "This study investigated how pyrolysis temperature and walnut-shell biochar content affect the structural, thermal and biodegradation behaviour of polylactic acid (PLA) films.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1038/s41579-026-01370-3",
      "doi": "10.1038/s41579-026-01370-3",
      "source_type": "journal",
      "title": "Microbial synthesis and degradation of bio-based biodegradable plastics",
      "venue": "Nature Reviews Microbiology",
      "authors": "Bruch, Narančić, Orimaco et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1038/s41579-026-01370-3",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review discusses microbial synthesis and biodegradation of PHA, bacterial nanocellulose and PLA/PEF monomers, noting productivity, carbon efficiency and end-of-life constraints.",
      "quote": "focusing on polyhydroxyalkanoates, bacterial nanocellulose, and the monomers of polylactic acid and polyethylene furanoate",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1186/s40538-026-01069-w",
      "doi": "10.1186/s40538-026-01069-w",
      "source_type": "journal",
      "title": "Utilizing in-situ extracted nano-SiO₂ from rice straw to coordinate polyol quality and sustained nutrient release of bio-based polyurethane coating for controlled-release fertilizer",
      "venue": "Chemical and Biological Technologies in Agriculture",
      "authors": "Liu, Cao, Zhao",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1186/s40538-026-01069-w",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Rice straw was liquefied after steam explosion and desilication, and the recovered nano-SiO₂ was used in a straw-based polyurethane coating that extended nitrogen release to 77 days.",
      "quote": "extending the nitrogen (N) release period from 49 to 77 days",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1186/s42825-026-00263-8",
      "doi": "10.1186/s42825-026-00263-8",
      "source_type": "journal",
      "title": "Bio-hydrophilic chain extenders with amphiphilic character for waterborne polyurethane derived from castor oil/tea seed oil: separation, synthesis, and application",
      "venue": "Collagen and Leather",
      "authors": "Li, Zhang, Li et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1186/s42825-026-00263-8",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Castor oil and tea seed oil were converted via thiol-ene click chemistry into amphiphilic chain extenders, which were used to prepare waterborne polyurethane emulsions and films.",
      "quote": "castor oil (CO) and tea seed oil (TSO) were selected as feedstocks to fabricate bio-based hydrophilic chain extenders (HCEs) for water-based polyurethane (WPU)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.10002026/v3",
      "doi": "10.26434/chemrxiv.10002026/v3",
      "source_type": "preprint",
      "title": "Bio-based furan- and bifuran-containing dilinoleic dimethacrylates: synthesis, photocuring, and network properties",
      "venue": "ChemRxiv",
      "authors": "Sadiq, Goszczyńska, Fray",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.10002026/v3",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Two dilinoleic dimethacrylates with furan or bifuran cores were synthesised from furandicarboxylate diesters and photocured into crosslinked networks, with cell viability measured.",
      "quote": "two bio-based photocurable dilinoleic derivatives incorporating either a furan or bifuran core were synthesized and comparatively evaluated",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:5b9e16b774917dbd",
      "doi": null,
      "source_type": "news",
      "title": "Cobalt-Nitrogen Carbon Catalyst Turns Plant-Derived HMF into Plastic Building Block with 93.4% Yield - Bioengineer.org",
      "venue": "Bioengineer.org",
      "authors": "",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiwgFBVV95cUxNdmEtOHhXUFBnMUZGbGNMTVRwQkpCNDhLQloySkh1YTlPTXdOMWxoRnMxT1lma3ZFM2otUURrZVdqZWZNcGRQUGZUc0lsOVdKNFpYazhWWmIzZHNUQXN3X2puSzFEOW5YZzJBTURkSTBKakhwLVotQWNKSTJtTzZRUHkyNmVGSnEyek9YaF9YaGdUbzAxb0ZTWW1oQkdMbkJYcC03Y204VXd0Sm1wT1RXRlZVOEVKaTVyVDM0eFYza3FfUQ?oc=5",
      "language": "en",
      "via": "google-news:en",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "News report states a cobalt-nitrogen carbon catalyst converts plant-derived HMF into a plastic building block with 93.4% yield.",
      "quote": "Cobalt-Nitrogen Carbon Catalyst Turns Plant-Derived HMF into Plastic Building Block with 93.4% Yield",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:46+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pc.71686",
      "doi": "10.1002/pc.71686",
      "source_type": "journal",
      "title": "Eugenol‐Derived Siloxane Epoxy Toughener for High‐Performance Diglycidyl Ether of Bisphenol A and Basalt Fiber Composites",
      "venue": "Polymer Composites",
      "authors": "Li, Kang, Zhou et al.",
      "published_date": "2026-10-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pc.71686",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Eugenol-derived siloxane epoxy toughener EPMOPTSi was synthesized and used to modify DGEBA resin; the study reports tensile, thermal and basalt-fibre composite property values.",
      "quote": "was synthesized from eugenol through hydrosilylation followed by epoxidation",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:52+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10924-026-03977-2",
      "doi": "10.1007/s10924-026-03977-2",
      "source_type": "journal",
      "title": "Modulation of Polyhydroxyalkanoate Crystallinity by Combined NaCl and Citrate Stress in Burkholderia sacchari",
      "venue": "Journal of Polymers and the Environment",
      "authors": "Kim, Wu, Kim et al.",
      "published_date": "2026-10-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10924-026-03977-2",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Title reports modulation of polyhydroxyalkanoate crystallinity in Burkholderia sacchari under combined NaCl and citrate stress; no abstract provided.",
      "quote": "Modulation of Polyhydroxyalkanoate Crystallinity by Combined NaCl and Citrate Stress in Burkholderia sacchari",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s13399-026-07296-3",
      "doi": "10.1007/s13399-026-07296-3",
      "source_type": "journal",
      "title": "Poly(3-hydroxybutyrate) production from agro-industrial wastes by moderately halophilic Bacillus strains and development of AgNP-PHB antimicrobial films",
      "venue": "Biomass Conversion and Biorefinery",
      "authors": "Fetahović, Yılmaz, Danış et al.",
      "published_date": "2026-10-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s13399-026-07296-3",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Moderately halophilic Bacillus strains produce poly(3-hydroxybutyrate) from agro-industrial wastes, and AgNP-PHB antimicrobial films are developed, per the title.",
      "quote": "Poly(3-hydroxybutyrate) production from agro-industrial wastes by moderately halophilic Bacillus strains",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112512",
      "doi": "10.1016/j.polymdegradstab.2026.112512",
      "source_type": "journal",
      "title": "Starch-based thermoreversible Diels-Alder networks: Thermally processable thermoplastic starch with retarded retrogradation",
      "venue": "Polymer Degradation and Stability",
      "authors": "Pilasen, Maneechot, Chirachanchai",
      "published_date": "2026-10-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112512",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes starch-based thermoreversible Diels–Alder networks as thermally processable thermoplastic starch with retarded retrogradation.",
      "quote": "Thermally processable thermoplastic starch with retarded retrogradation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:31+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/cssc.71132",
      "doi": "10.1002/cssc.71132",
      "source_type": "journal",
      "title": "Emerging Applications of CO 2 ‐Based Polyurethanes: Bridging Material Sustainability and High‐Performance Engineering",
      "venue": "ChemSusChem",
      "authors": "Sung, Jang",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/cssc.71132",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Review maps applications of CO2-polyol-based polyurethanes in adhesives, coatings, shape-memory materials, waterborne systems, battery binders and foams, discussing carbonate content effects.",
      "quote": "synthesized via the copolymerization of CO 2 with epoxides",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pen.70920",
      "doi": "10.1002/pen.70920",
      "source_type": "journal",
      "title": "Tuning Degradation of Polylactic Acid via Size‐Controlled Silica Nanoparticles",
      "venue": "Polymer Engineering and Science",
      "authors": "Zhu, Hempenius, Gojżewski et al.",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pen.70920",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Silica nanoparticles of different sizes were used to regulate alkaline hydrolysis and composting disintegration of amorphous PLA and semicrystalline PLLA nanocomposites.",
      "quote": "the influence of nanoparticle size on degradation pathways has not been systematically investigated",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10570-026-07232-8",
      "doi": "10.1007/s10570-026-07232-8",
      "source_type": "journal",
      "title": "Blepharis maderaspatensis microcrystalline cellulose in PLA/PBAT blends: 3D-printable biodegradable composites",
      "venue": "Cellulose",
      "authors": "Priyadharshini, Sivanantham, Makeshkumar et al.",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10570-026-07232-8",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Microcrystalline cellulose from Blepharis maderaspatensis is incorporated into PLA/PBAT blends to make 3D-printable biodegradable composites.",
      "quote": "Blepharis maderaspatensis microcrystalline cellulose in PLA/PBAT blends: 3D-printable biodegradable composites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:59+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130905",
      "doi": "10.1016/j.polymer.2026.130905",
      "source_type": "journal",
      "title": "Engineering bio-based ternary synergistic flame-retardant rigid polyurethane foam composites: Fish scale protein/phytic acid/silane coupling agent for simultaneous fire safety and mechanical enhancement",
      "venue": "Polymer",
      "authors": "Xie, Li, Sun et al.",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130905",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study describes bio-based rigid polyurethane foam composites using fish scale protein, phytic acid and a silane coupling agent for flame retardancy and mechanical reinforcement.",
      "quote": "Engineering bio-based ternary synergistic flame-retardant rigid polyurethane foam composites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:59+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pen.70936",
      "doi": "10.1002/pen.70936",
      "source_type": "journal",
      "title": "Fatty Acid Esterification of Bamboo Flour Toward Thermoplastic Biomass‐Based Toughening of Polylactic Acid",
      "venue": "Polymer Engineering and Science",
      "authors": "Wu, Liu, Zhang et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pen.70936",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Fatty-acid-esterified, thermoplasticized bamboo flour served as a biomass-derived deformable modifier that toughened PLA blends without forming new covalent bonds.",
      "quote": "These results demonstrate the potential of thermoplasticized bamboo flour as a deformable biomass modifier for toughening PLA.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/smll.75955",
      "doi": "10.1002/smll.75955",
      "source_type": "journal",
      "title": "Circular 4D Printing of Multi‐Functional Polymers",
      "venue": "Small",
      "authors": "Liu, Sha, Hu et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/smll.75955",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-chemistry",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cardanol-based polyurethane acrylate networks with dynamic hindered urea bonds are designed for 4D printing, showing shape memory, thermochromism and closed-loop chemical recovery.",
      "quote": "programmable cardanol-based polyurethane acrylates with dynamic hindered urea bonds",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:13+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.182719",
      "doi": "10.1016/j.cej.2026.182719",
      "source_type": "journal",
      "title": "Sustainable non-isocyanate polyurethane resins derived from food waste: An innovative approach to fatty acid upcycling",
      "venue": "Chemical Engineering Journal",
      "authors": "Wu, Rezayan, Kirpļuks et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.cej.2026.182719",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title reports non-isocyanate polyurethane resins made from food waste as a route to upcycling fatty acids.",
      "quote": "Sustainable non-isocyanate polyurethane resins derived from food waste: An innovative approach to fatty acid upcycling",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:13+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.154746",
      "doi": "10.1016/j.ijbiomac.2026.154746",
      "source_type": "journal",
      "title": "Photothermal dual-curing cellulose/castor oil-derived thermosetting resin with enhanced mechanical performance, structural stability, and reparability for 3D printing",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "Lu, Xu, Wang et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.154746",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A castor oil-derived acrylate monomer with hindered urea bonds is blended with ethyl cellulose for photothermal dual-curing 3D printing resins with reported reparability.",
      "quote": "A castor oil-derived monomer bearing both acrylate groups and hindered urea bonds",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:13+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mtcomm.2026.116309",
      "doi": "10.1016/j.mtcomm.2026.116309",
      "source_type": "journal",
      "title": "Spectral-architectural tuning of Au–Pd nanocatalysts for on-demand photocatalytic HMF oxidation",
      "venue": "Materials Today Communications",
      "authors": "Pieretti, Agnolon, Reymond et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.mtcomm.2026.116309",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Zirconia-supported Au–Pd alloy and core–shell nanocatalysts were compared for photo-assisted oxidation of HMF, showing wavelength-dependent selectivity toward FDCA.",
      "quote": "The selective oxidation of biomass-derived 5-hydroxymethylfurfural (HMF) into high-value intermediates and 2,5-furandicarboxylic acid (FDCA)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.surfin.2026.110873",
      "doi": "10.1016/j.surfin.2026.110873",
      "source_type": "journal",
      "title": "Asymmetric fiber films based on chemically bonded polylactic acid and chitosan for antibacterial applications",
      "venue": "Surfaces and Interfaces",
      "authors": "Wu, Zou, Du et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.surfin.2026.110873",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Asymmetric fiber films made from chemically bonded polylactic acid and chitosan are reported for antibacterial applications.",
      "quote": "Asymmetric fiber films based on chemically bonded polylactic acid and chitosan for antibacterial applications",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acssuschemeng.6c08214",
      "doi": "10.1021/acssuschemeng.6c08214",
      "source_type": "journal",
      "title": "Stabilized 5-Hydroxymethylfurfural Oxidase and Kinetics-Guided Feeding Mitigate Substrate Inhibition in Resting-Cell 2,5-Furandicarboxylic Acid Production",
      "venue": "ACS Sustainable Chemistry & Engineering",
      "authors": "Wu, Wang, Jin et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acssuschemeng.6c08214",
      "language": "en",
      "via": "crossref",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Stabilized HMF oxidase variants plus kinetics-guided feeding relieved substrate inhibition and gave high-yield FDCA production from HMF in a 3 L reactor.",
      "quote": "converted 231.5 mM cumulative HMF input to 214.8 mM FDCA in a 3 L stirred-tank reactor over 72 h, giving a 92.8% molar yield",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1038/s41467-026-78220-6",
      "doi": "10.1038/s41467-026-78220-6",
      "source_type": "journal",
      "title": "Coordination ring-opening transamidation copolymerization of cyclic lactones and lactams towards circular and biodegradable poly(ester amide) adhesives",
      "venue": "Nature Communications",
      "authors": "Shi, Huang, Jiang et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1038/s41467-026-78220-6",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A titanium-catalysed coordination ring-opening transamidation copolymerization of caprolactone and caprolactam yielded poly(ester amide)s that recycle chemically and degrade in composting.",
      "quote": "coordination ring-opening transamidation copolymerization (CROTCP) mediated by a tetranuclear titanium catalyst",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.182827",
      "doi": "10.1016/j.cej.2026.182827",
      "source_type": "journal",
      "title": "Ultra-strong multifunctional itaconic acid-based vitrimers by tailored confined phase separation for superior adhesion and environmental tolerance",
      "venue": "Chemical Engineering Journal",
      "authors": "Qi, Ou, Huang et al.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.cej.2026.182827",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Itaconic acid-based vitrimers with tailored confined phase separation are reported to give strong adhesion and environmental tolerance.",
      "quote": "Ultra-strong multifunctional itaconic acid-based vitrimers by tailored confined phase separation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18192438",
      "doi": "10.3390/polym18192438",
      "source_type": "journal",
      "title": "Composition–Structure–Property Relationships in PLA-nHA-Mg Hybrid Biocomposites: Effect of Ceramic–Metallic Reinforcement Ratio on Mechanical and Physicochemical Performance",
      "venue": "Polymers",
      "authors": "Hariharan, Reddy, Sundeep et al.",
      "published_date": "2026-10-07",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18192438",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Ternary PLA hybrids with 10 wt.% magnesium and nano-hydroxyapatite at three ratios were compared for tensile, compressive and flexural response.",
      "quote": "three ternary hybrids containing a constant 10 wt.% total reinforcement at Mg:nHA ratios of 1:1, 3:1, and 1:3",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:19+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.13140/rg.2.2.22113.47204",
      "doi": "10.13140/rg.2.2.22113.47204",
      "source_type": "journal",
      "title": "Physicochemical and Compositional Characterization of P(3HB-co-3HHx) Synthesized by Burkholderia sacchari: Influence of 3-Hydroxyhexanoate Content on Polymer Properties",
      "venue": "",
      "authors": "Gonçalves, Silva",
      "published_date": "2026-10-10",
      "date_precision": "day",
      "url": "https://doi.org/10.13140/rg.2.2.22113.47204",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study characterises poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) produced by Burkholderia sacchari and how 3-hydroxyhexanoate content affects polymer properties.",
      "quote": "Physicochemical and Compositional Characterization of P(3HB-co-3HHx) Synthesized by Burkholderia sacchari",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:7580cc454df83493",
      "doi": null,
      "source_type": "news",
      "title": "3D打印需求拉动聚乳酸价格走高，海正生材净利增超5倍、联泓新科翻倍 - 新浪财经",
      "venue": "新浪财经",
      "authors": "",
      "published_date": "2026-10-11",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMibkFVX3lxTFA3WHg3UWEyWHkwVVI0cHNkbXhIOUpVQWZ5RDJ6UnVIeHg3TUhuTnBIamtWRkJSRXdaQ2NVZFMtYjhLN2xhYUZEYThDUmtOTEVZdFpVY2lQRkxWRUdRNElrRVRIZHVFMUtfOENEV0Zn?oc=5",
      "language": "zh",
      "via": "google-news:zh",
      "route": "pla",
      "novelty_type": "scale-or-supply",
      "relevance": 0.7,
      "signal_type": "market",
      "region": "not stated",
      "summary": "The report says 3D printing demand pushed PLA prices higher, with Hisun Biomaterials' net profit up more than fivefold and Levima doubling.",
      "quote": "3D打印需求拉动聚乳酸价格走高，海正生材净利增超5倍、联泓新科翻倍",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:01+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:297947038a76a39e",
      "doi": null,
      "source_type": "news",
      "title": "日精樹脂工業、PLAに木粉配合の植物由来・生分解性バイオプラを開発・販売開始（2026.9） - 株式会社グリーンプロダクション",
      "venue": "株式会社グリーンプロダクション",
      "authors": "",
      "published_date": "2026-10-12",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiV0FVX3lxTE5peXlLRFlsb0RBa2hVenJESDk2QU92NkZpVFRGOENBNWRFRXZ4X1hrRDdiZmVDQ1Z1R3ZDTjFxVHM3bWhYcWNULVJ0YmFsRUxna1EyTGJVQQ?oc=5",
      "language": "ja",
      "via": "google-news:ja",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.7,
      "signal_type": "other",
      "region": "not stated",
      "summary": "Nissei Plastic Industrial has developed and begun selling a plant-derived biodegradable bioplastic that compounds wood flour into PLA.",
      "quote": "日精樹脂工業、PLAに木粉配合の植物由来・生分解性バイオプラを開発・販売開始",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:01+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s44347-026-00070-8",
      "doi": "10.1007/s44347-026-00070-8",
      "source_type": "journal",
      "title": "Polymerization of rac-lactide and copolymerization with ε-caprolactone catalyzed by a cyclopentadienyl-silsesquioxane titanium complex",
      "venue": "Discover Polymers.",
      "authors": "Anwar, Vinueza, Impemba et al.",
      "published_date": "2026-10-15",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s44347-026-00070-8",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A cyclopentadienyl-silsesquioxane titanium complex catalyzes rac-lactide ring-opening polymerization with heterotactic enrichment and L-lactide/ε-caprolactone copolymerization into tapered copolymers.",
      "quote": "The catalytic application of a cyclopentadienyl-silsesquioxane titanium complex",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:40:48+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:e3d720b1314b7c6a",
      "doi": null,
      "source_type": "news",
      "title": "Zobellella denitrificans MW1全基因组解析与碳源偏好及低磷驱动的聚羟基丁酸酯积累机制研究 - 生物通",
      "venue": "生物通",
      "authors": "",
      "published_date": "2026-10-20",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMibkFVX3lxTE93eUxmTjVEMmhBTTVxU3lubXNuclphWHc3MmowQWJHS3JjdmxmU1FNUkhFYjQ5YlgtOXF4S203RjNMSVVuWXN1QmUteXlka2tTMkhjYkRrbW54bEl3TWFsRXMtUGVLY3lfR2VJT21n?oc=5",
      "language": "zh",
      "via": "google-news:zh",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.7,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study analyses the Zobellella denitrificans MW1 genome, its carbon-source preferences and low-phosphate-driven polyhydroxybutyrate accumulation.",
      "quote": "Zobellella denitrificans MW1全基因组解析与碳源偏好及低磷驱动的聚羟基丁酸酯积累机制研究",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.26434/chemrxiv.15009729/v1",
      "doi": "10.26434/chemrxiv.15009729/v1",
      "source_type": "preprint",
      "title": "On the enzymatic synthesis of ketone-containing oligomers and their processing into sustainable crosslinked materials",
      "venue": "ChemRxiv",
      "authors": "Dăescu, Jourdainne, Vigo et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.26434/chemrxiv.15009729/v1",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.68,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Lipase-catalysed solventless polymerisation of two ketone-containing diesters gave pre-polyesters that were crosslinked with Priamine into amorphous, thermally more stable networks.",
      "quote": "two ketone-containing pre-polyesters based on dimethyl 2-oxoglutarate (pDMOG) and dimethyl 1,3-acetonedicarboxylate (pDADC), were obtained via a solventless polymerization reaction",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/slct.74750",
      "doi": "10.1002/slct.74750",
      "source_type": "journal",
      "title": "Effect of Metal Oxide Nanoparticles on the Mechanical, Thermal, Barrier, and Antimicrobial Properties of Thermomechanically Plasticized Chitosan",
      "venue": "ChemistrySelect",
      "authors": "Satapathy, Palanisamy, Das et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/slct.74750",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Thermomechanically processed chitosan with propylene carbonate plasticizer and ZnO, CuO or TiO2 nanoparticles showed improved tensile strength, barrier and antimicrobial properties.",
      "quote": "Chitosan nanocomposites containing metal oxide nanoparticles",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:44+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.179503",
      "doi": "10.1016/j.cej.2026.179503",
      "source_type": "journal",
      "title": "Fiber-saturation-point-guided microfibrillation of hemp hurd enabling concurrent performance enhancement of thermoplastic starch/polybutylene adipate terephthalate",
      "venue": "Chemical Engineering Journal",
      "authors": "Jo, Kim, Yoo et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.179503",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Fiber-saturation-point-guided microfibrillation of hemp hurd is used to enhance thermoplastic starch/polybutylene adipate terephthalate composites.",
      "quote": "Fiber-saturation-point-guided microfibrillation of hemp hurd enabling concurrent performance enhancement of thermoplastic starch/polybutylene adipate terephthalate",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.180278",
      "doi": "10.1016/j.cej.2026.180278",
      "source_type": "journal",
      "title": "Rapid photothermal self-healing bio-based waterborne polyurethane enabled by oxime-urethane and quadruple hydrogen bonds with h-BN",
      "venue": "Chemical Engineering Journal",
      "authors": "Song, Liu, Zhang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.180278",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Reports a bio-based waterborne polyurethane combining oxime-urethane, quadruple hydrogen bonds and h-BN for rapid photothermal self-healing.",
      "quote": "Rapid photothermal self-healing bio-based waterborne polyurethane",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.nxmate.2026.102634",
      "doi": "10.1016/j.nxmate.2026.102634",
      "source_type": "journal",
      "title": "Sustainable utilization of mechanochemically modified ceramic filter press waste as a functional filler for the development of bio-based rigid polyurethane foams",
      "venue": "Next Materials",
      "authors": "Ercioglu-Akdogan, Sonmez, Akdogan",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.nxmate.2026.102634",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes using mechanochemically modified ceramic filter press waste as a functional filler in bio-based rigid polyurethane foams.",
      "quote": "mechanochemically modified ceramic filter press waste as a functional filler",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112312",
      "doi": "10.1016/j.polymdegradstab.2026.112312",
      "source_type": "journal",
      "title": "Improvement of biodegradability of poly(ethylene succinate) melt-spun fibers by enzyme embedding",
      "venue": "Polymer Degradation and Stability",
      "authors": "Ishida, Kabe, Huang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112312",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study embeds enzymes in melt-spun poly(ethylene succinate) fibers to improve biodegradability.",
      "quote": "Improvement of biodegradability of poly(ethylene succinate) melt-spun fibers by enzyme embedding",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130606",
      "doi": "10.1016/j.polymer.2026.130606",
      "source_type": "journal",
      "title": "Simultaneous enhancement of toughness and adhesion in epoxy systems via partial substitution with cardanol-based amine curing agents",
      "venue": "Polymer",
      "authors": "Kim, Choe, Yu et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymer.2026.130606",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Partial substitution with cardanol-based amine curing agents is reported to enhance both toughness and adhesion in epoxy systems.",
      "quote": "Simultaneous enhancement of toughness and adhesion in epoxy systems via partial substitution with cardanol-based amine curing agents",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:18+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymertesting.2026.109366",
      "doi": "10.1016/j.polymertesting.2026.109366",
      "source_type": "journal",
      "title": "Cure-dependent thermal-mechanical and mode I fracture behavior of a low-Tg bio-based epoxy",
      "venue": "Polymer Testing",
      "authors": "Xu, Lorenz, Tao et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymertesting.2026.109366",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study examines how curing affects thermal-mechanical properties and mode I fracture behaviour of a low-glass-transition bio-based epoxy.",
      "quote": "Cure-dependent thermal-mechanical and mode I fracture behavior of a low-Tg bio-based epoxy",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymertesting.2026.109394",
      "doi": "10.1016/j.polymertesting.2026.109394",
      "source_type": "journal",
      "title": "Understanding anisotropic fracture behavior of laser sintered polyamide 11 through pore architecture",
      "venue": "Polymer Testing",
      "authors": "Avegnon, Troubadis, Vacandare et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymertesting.2026.109394",
      "language": "en",
      "via": "openalex",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "X-ray CT shows that pore morphology and banded distribution, rather than total porosity, govern crack initiation and fracture toughness in laser-sintered bio-based PA11.",
      "quote": "the fracture behavior of SLS-manufactured PA11 is better explained by the pore morphology and spatial distribution",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.susmat.2026.e02142",
      "doi": "10.1016/j.susmat.2026.e02142",
      "source_type": "journal",
      "title": "Formaldehyde-free Cardanol-sourced Mannich polyol based polyurethane/ODTMS grafted Nano silica self-cleaning coatings with anti-fouling and anti-icing properties",
      "venue": "Sustainable Materials and Technologies",
      "authors": "John, Sahoo",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.susmat.2026.e02142",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Formaldehyde-free cardanol-sourced Mannich polyol is used in polyurethane/nano-silica self-cleaning coatings with anti-fouling and anti-icing properties.",
      "quote": "Formaldehyde-free Cardanol-sourced Mannich polyol based polyurethane",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:49+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pen.70927",
      "doi": "10.1002/pen.70927",
      "source_type": "journal",
      "title": "Parameter Optimization of HDI ‐Mediated Chain Extension for High‐Performance PBAT : A Superior Alternative to Conventional Melt Polycondensation",
      "venue": "Polymer Engineering and Science",
      "authors": "Ma, Long, Huang et al.",
      "published_date": "2026-10-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pen.70927",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-route",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study optimizes HDI-mediated reactive melt-mixing chain extension of PBAT, reporting higher molecular weight and tensile strength than prolonged melt polycondensation while shortening reaction time.",
      "quote": "chain extension of PBAT with hexamethylene diisocyanate (HDI) via reactive melt-mixing",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsomega.6c06950",
      "doi": "10.1021/acsomega.6c06950",
      "source_type": "journal",
      "title": "Tailoring Thermoplastic Whey Protein with Polyethylene Glycol and Calcium Stearate: A Systematic Design of Experiments Investigation of Structure, Thermal Behavior, and Rheology",
      "venue": "ACS Omega",
      "authors": "Blumrich, Meirelles, Barbosa et al.",
      "published_date": "2026-10-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsomega.6c06950",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Thermoplastic whey protein isolate was modified with calcium stearate and PEG in a design-of-experiments study of structure, rheology and thermal behaviour; plasticization appeared incomplete.",
      "quote": "Tailoring Thermoplastic Whey Protein with Polyethylene Glycol and Calcium Stearate",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:31+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pola.70358",
      "doi": "10.1002/pola.70358",
      "source_type": "journal",
      "title": "Phase Transition and Crystallization of Comb‐Like Materials Based on Poly(Vinyl Cyclohexene Carbonate) and Mercaptan via Thiol‐Ene Click Reaction",
      "venue": "Journal of Polymer Science",
      "authors": "Tian, Hai, Song et al.",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pola.70358",
      "language": "en",
      "via": "crossref",
      "route": "polycarbonates",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Poly(vinyl cyclohexene carbonate) made from CO2 was grafted with alkyl thiols via thiol-ene click, tuning phase-change temperature and enthalpy for thermal energy storage.",
      "quote": "synthesized through PVCHC and different chain lengths of thiol",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10570-026-07240-8",
      "doi": "10.1007/s10570-026-07240-8",
      "source_type": "journal",
      "title": "Plasticizer compatibility with amorphous (low-ordered) cellulose and dialcohol cellulose",
      "venue": "Cellulose",
      "authors": "Elf, Kaarto, Paajanen et al.",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10570-026-07240-8",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Molecular dynamics simulations and experiments compare eleven plasticizers in dialcohol and low-ordered cellulose, with glycerol and sorbitol showing the strongest plasticizing effects.",
      "quote": "Among the tested additives, glycerol and sorbitol showed the strongest plasticizing effects.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:59+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.12913/22998624/224885",
      "doi": "10.12913/22998624/224885",
      "source_type": "journal",
      "title": "Waste-derived natural fillers in poly(3-hydroxybutyrate-co-3-hydroxyvalerate)-based biocomposites for short-lifespan products: A route toward fully compostable materials",
      "venue": "Advances in Science and Technology – Research Journal",
      "authors": "Mazur, Kuciel, Pieszczek",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.12913/22998624/224885",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Waste-derived walnut shell, cellulose and wood fillers were incorporated into PHBV; fillers increased stiffness, reduced tensile strength and altered hydrolytic degradation behaviour.",
      "quote": "natural waste-derived fillers, such as walnut shell (WS), cellulose (CEL), and wood filler (WF) were incorporated into PHBV matrices",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsapm.6c02724",
      "doi": "10.1021/acsapm.6c02724",
      "source_type": "journal",
      "title": "Bonding Properties and Antifungal and Flame-Retardant Performances of Soy Protein Adhesive Modified by Vanillin Grafting and Iron–Dopamine Synergy",
      "venue": "ACS Applied Polymer Materials",
      "authors": "Wu, Cao, Xu et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsapm.6c02724",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A vanillin-derived trifunctional aldehyde with Fe@polydopamine crosslinks soy protein isolate adhesive, raising dry and wet shear strength versus pure SPI.",
      "quote": "the dry and wet shear strengths of the SPI-10TAM-5Fe@PDA adhesive reached 2.45 and 1.28 MPa",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:27+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1186/s12934-026-03135-2",
      "doi": "10.1186/s12934-026-03135-2",
      "source_type": "journal",
      "title": "Increasing pH leads to more efficient production of polyhydroxyalkanoates from volatile fatty acids using Cupriavidus necator H16",
      "venue": "Microbial Cell Factories",
      "authors": "Leonhardt, Achenbach, Tamang et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1186/s12934-026-03135-2",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Fed-batch experiments with Cupriavidus necator H16 grown on volatile fatty acids showed pH-dependent growth and PHA production, with best PHA production at pH 8.0.",
      "quote": "In contrast, optimal PHA production was observed at pH 8.0",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10965-026-05140-w",
      "doi": "10.1007/s10965-026-05140-w",
      "source_type": "journal",
      "title": "Green energy storage films derived from sustainable bio-based materials based on PLA, zein, corn-oil-derived epoxidized fatty acid amide",
      "venue": "Journal of Polymer Research",
      "authors": "Demirbilek, Yiğit, Oktay et al.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10965-026-05140-w",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Energy storage films are described as derived from PLA, zein and a corn-oil-derived epoxidized fatty acid amide.",
      "quote": "Green energy storage films derived from sustainable bio-based materials based on PLA, zein",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.21203/rs.3.rs-11047802/v1",
      "doi": "10.21203/rs.3.rs-11047802/v1",
      "source_type": "preprint",
      "title": "Achieving simultaneous flame retardancy and mechanical reinforcement in PLA via PAPP/La 2 O 3 synergistic catalysis and uniaxial pre-stretching",
      "venue": "Research Square",
      "authors": "Yang, Han, Ma et al.",
      "published_date": "2026-10-16",
      "date_precision": "day",
      "url": "https://doi.org/10.21203/rs.3.rs-11047802/v1",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Preprint title reports a PLA system using PAPP/La2O3 synergistic catalysis and uniaxial pre-stretching intended to give simultaneous flame retardancy and mechanical reinforcement.",
      "quote": "Achieving simultaneous flame retardancy and mechanical reinforcement in PLA via PAPP/La 2 O 3 synergistic catalysis and uniaxial pre-stretching",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:16+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "news:69040f29debf351c",
      "doi": null,
      "source_type": "news",
      "title": "日精樹脂、ＰＬＡベースに開発 バイオプラ「リグノフォーム」 - ゴムタイムス",
      "venue": "ゴムタイムス",
      "authors": "",
      "published_date": "2026-10-19",
      "date_precision": "day",
      "url": "https://news.google.com/rss/articles/CBMiTkFVX3lxTE9IS2xLRG1CeExsZzlYdTRsMlNmR3A5UFFsUnhINlR2NGRVTXk3X18zNHFQQmFmbzBQdUFGZHVqU3FLTzJzaVd5VE9Ud0hYQQ?oc=5",
      "language": "ja",
      "via": "google-news:ja",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.65,
      "signal_type": "research",
      "region": "Japan",
      "summary": "Nissei Jushi has developed a PLA-based bioplastic named Lignoform, according to the report.",
      "quote": "日精樹脂、ＰＬＡベースに開発 バイオプラ「リグノフォーム」",
      "quote_location": "title",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:24+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymdegradstab.2026.112276",
      "doi": "10.1016/j.polymdegradstab.2026.112276",
      "source_type": "journal",
      "title": "Effect of heat temperature on molecular weight and thermal properties of poly(3-hydroxybutyrate-co-3hydroxyvalerate) with different comonomer contents",
      "venue": "Polymer Degradation and Stability",
      "authors": "Mathel, Dulac, Gauthier et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.polymdegradstab.2026.112276",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.62,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study examines how heat temperature affects molecular weight and thermal properties of PHBV with different comonomer contents.",
      "quote": "Effect of heat temperature on molecular weight and thermal properties of poly(3-hydroxybutyrate-co-3hydroxyvalerate) with different comonomer contents",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:04+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.12913/22998624/224930",
      "doi": "10.12913/22998624/224930",
      "source_type": "journal",
      "title": "The influence of natural fillers on the mechanical properties of polylactide-based composites produced by fused filament fabrication 3D printing",
      "venue": "Advances in Science and Technology Research Journal",
      "authors": "Stelmachowicz, Mazur, Lonkwic et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.12913/22998624/224930",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.62,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Polylactide-based composites containing natural fillers were produced by fused filament fabrication 3D printing and their mechanical properties were assessed.",
      "quote": "The influence of natural fillers on the mechanical properties of polylactide-based composites produced by fused filament fabrication 3D printing",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/macp.70348",
      "doi": "10.1002/macp.70348",
      "source_type": "journal",
      "title": "Sustainable Polyurethanes: From Renewable Building Blocks to Circular Materials",
      "venue": "Macromolecular Chemistry and Physics",
      "authors": "Caillol, Bakkali‐Hassani, Dong et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/macp.70348",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "A review on sustainable polyurethanes built from renewable building blocks and designed for circularity; no abstract was supplied.",
      "quote": "Sustainable Polyurethanes: From Renewable Building Blocks to Circular Materials",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:36+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s42247-026-01551-z",
      "doi": "10.1007/s42247-026-01551-z",
      "source_type": "journal",
      "title": "Exploring renewable resources for sustainable epoxy resins: An overview",
      "venue": "Emergent Materials",
      "authors": "V, Saithalavi, P",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s42247-026-01551-z",
      "language": "en",
      "via": "openalex",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Overview article on renewable resource feedstocks for sustainable epoxy resins.",
      "quote": "Exploring renewable resources for sustainable epoxy resins: An overview",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.bioorg.2026.110431",
      "doi": "10.1016/j.bioorg.2026.110431",
      "source_type": "journal",
      "title": "Short chain length polyhydroxyalkanoate (scl-PHA) produced by the marine bacterium Pseudomonas sputi MaRe06 inhibits Staphylococcus aureus biofilm formation",
      "venue": "Bioorganic Chemistry",
      "authors": "García Maza, Da Rosa, Beys-da-Silva et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.bioorg.2026.110431",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Short-chain-length PHA produced by the marine bacterium Pseudomonas sputi MaRe06 is reported to inhibit Staphylococcus aureus biofilm formation.",
      "quote": "inhibits Staphylococcus aureus biofilm formation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:35:57+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.carbpol.2026.125651",
      "doi": "10.1016/j.carbpol.2026.125651",
      "source_type": "journal",
      "title": "Knoevenagel condensation for malonate-grafted dialdehyde cellulose: Tuning mechanical and swelling properties of poly(acrylic acid-co-itaconic acid) bio-SAPs",
      "venue": "Carbohydrate Polymers",
      "authors": "Bezbiz, Boussif, Aitbella et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.carbpol.2026.125651",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Malonate-grafted dialdehyde cellulose prepared by Knoevenagel condensation tunes mechanical and swelling properties of poly(acrylic acid-co-itaconic acid) bio-superabsorbents.",
      "quote": "Knoevenagel condensation for malonate-grafted dialdehyde cellulose",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.179908",
      "doi": "10.1016/j.cej.2026.179908",
      "source_type": "journal",
      "title": "Unraveling the multi-scale pyrolysis mechanism in the melt-pyrolysis coupling process of polyamide 4: A high-melting bio-based plastic with green chemical recycling potential",
      "venue": "Chemical Engineering Journal",
      "authors": "Si, Wang, Lyu et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.179908",
      "language": "en",
      "via": "crossref",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines the multi-scale pyrolysis mechanism of bio-based polyamide 4 in a melt-pyrolysis coupling process, framed as a chemical recycling route.",
      "quote": "multi-scale pyrolysis mechanism in the melt-pyrolysis coupling process of polyamide 4",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.182631",
      "doi": "10.1016/j.cej.2026.182631",
      "source_type": "journal",
      "title": "Three-dimensional π–π stacking meets covalent cross-linking: Molecular engineering of renewable castor oil-based waterborne polyurethane protective coatings for oak wood",
      "venue": "Chemical Engineering Journal",
      "authors": "Song, Li, Wu et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.cej.2026.182631",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Describes renewable castor oil-based waterborne polyurethane protective coatings for oak wood, combining π–π stacking with covalent cross-linking.",
      "quote": "renewable castor oil-based waterborne polyurethane protective coatings for oak wood",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.182837",
      "doi": "10.1016/j.cej.2026.182837",
      "source_type": "journal",
      "title": "Bio-based polyurethane with hierarchical supramolecular-covalent dynamic networks for room-temperature self-healing and sustainable triboelectric motion monitoring",
      "venue": "Chemical Engineering Journal",
      "authors": "Xu, Zhu, Liu et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.182837",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Reports a bio-based polyurethane with hierarchical supramolecular-covalent dynamic networks for room-temperature self-healing and triboelectric motion monitoring.",
      "quote": "Bio-based polyurethane with hierarchical supramolecular-covalent dynamic networks",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.183247",
      "doi": "10.1016/j.cej.2026.183247",
      "source_type": "journal",
      "title": "Lignin valorization in bioplastics: Toward circular polymer composites",
      "venue": "Chemical Engineering Journal",
      "authors": "Covinich, Clauser, Boada et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.cej.2026.183247",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Covers lignin valorisation in bioplastics with an aim toward circular polymer composites.",
      "quote": "Lignin valorization in bioplastics: Toward circular polymer composites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:42:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.colsurfa.2026.140940",
      "doi": "10.1016/j.colsurfa.2026.140940",
      "source_type": "journal",
      "title": "Interfacial engineering of carbon nanotube-reinforced cellulose ester nanocomposites for enhanced mechanical performance, thermal energy storage, and electromagnetic attenuation",
      "venue": "Colloids and Surfaces A: Physicochemical and Engineering Aspects",
      "authors": "Huang, Zhang, Chen et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.colsurfa.2026.140940",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Carbon nanotube-reinforced cellulose ester nanocomposites are studied for mechanical performance, thermal energy storage, and electromagnetic attenuation.",
      "quote": "Interfacial engineering of carbon nanotube-reinforced cellulose ester nanocomposites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:43:18+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.eurpolymj.2026.115039",
      "doi": "10.1016/j.eurpolymj.2026.115039",
      "source_type": "journal",
      "title": "Effect of triple dynamic imine, disulfide, and phenol-carbamate bonds on the thermal, mechanical, and self-healing properties of polylactide networks",
      "venue": "European Polymer Journal",
      "authors": "Kuroiwa, Sugane, Shibata",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.eurpolymj.2026.115039",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The effect of combined imine, disulfide and phenol-carbamate dynamic bonds on thermal, mechanical and self-healing properties of polylactide networks was examined.",
      "quote": "Effect of triple dynamic imine, disulfide, and phenol-carbamate bonds on the thermal, mechanical, and self-healing properties of polylactide networks",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:11+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.grets.2026.100451",
      "doi": "10.1016/j.grets.2026.100451",
      "source_type": "journal",
      "title": "Hard segment-tuned polyurethane prepolymers boost interfacial compatibility of high-content starch/poly (butylene adipate-co-terephthalate) biodegradable composite films",
      "venue": "Green Technologies and Sustainability",
      "authors": "Chen, Liu, Zhang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.grets.2026.100451",
      "language": "en",
      "via": "crossref",
      "route": "bio-polyesters",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper reports hard-segment-tuned polyurethane prepolymers used to improve interfacial compatibility in high-content starch/PBAT biodegradable composite films.",
      "quote": "Hard segment-tuned polyurethane prepolymers boost interfacial compatibility of high-content starch/poly (butylene adipate-co-terephthalate) biodegradable composite films",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijadhadh.2026.104504",
      "doi": "10.1016/j.ijadhadh.2026.104504",
      "source_type": "journal",
      "title": "Sustainable high-performance polyurethane modified asphalt via chemically recycled polyethylene terephthalate and castor oil: synthesis, optimization, and performance evaluation",
      "venue": "International Journal of Adhesion and Adhesives",
      "authors": "Sun, Siwainao, Kelomae et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.ijadhadh.2026.104504",
      "language": "en",
      "via": "openalex",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study synthesises polyurethane modified asphalt from chemically recycled PET and castor oil, reporting synthesis, optimisation and performance evaluation.",
      "quote": "Sustainable high-performance polyurethane modified asphalt via chemically recycled polyethylene terephthalate and castor oil: synthesis, optimization, and performance evaluation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.ijbiomac.2026.153437",
      "doi": "10.1016/j.ijbiomac.2026.153437",
      "source_type": "journal",
      "title": "Chitosan nanoparticle-reinforced thermoplastic starch films for controlled release of NPK fertilizers and enhanced plant performance",
      "venue": "International Journal of Biological Macromolecules",
      "authors": "de Freitas, Franco, Merklein et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.ijbiomac.2026.153437",
      "language": "en",
      "via": "crossref",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Paper reports chitosan nanoparticle-reinforced thermoplastic starch films for controlled release of NPK fertilizers and enhanced plant performance.",
      "quote": "Chitosan nanoparticle-reinforced thermoplastic starch films for controlled release of NPK fertilizers and enhanced plant performance",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:44:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.mimet.2026.107642",
      "doi": "10.1016/j.mimet.2026.107642",
      "source_type": "journal",
      "title": "Solvent extraction and analytical characterization of polyhydroxyalkanoate inclusions produced by the microeukaryote Paramecium jenningsi",
      "venue": "Journal of Microbiological Methods",
      "authors": "Nawaz, Zahra, Liaqat et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.mimet.2026.107642",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "PHA inclusions produced by the microeukaryote Paramecium jenningsi are solvent-extracted and analytically characterized.",
      "quote": "Solvent extraction and analytical characterization of polyhydroxyalkanoate inclusions produced by the microeukaryote Paramecium jenningsi",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:36:34+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.susmat.2026.e02188",
      "doi": "10.1016/j.susmat.2026.e02188",
      "source_type": "journal",
      "title": "A fully bio-based sandwich coatings for simultaneous flame retardancy, smoke suppression, and thermal insulation of flexible polyurethane foam",
      "venue": "Sustainable Materials and Technologies",
      "authors": "Zheng, Li, Zhang et al.",
      "published_date": "2026-10-01",
      "date_precision": "month",
      "url": "https://doi.org/10.1016/j.susmat.2026.e02188",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Fully bio-based sandwich coatings are applied to flexible polyurethane foam for flame retardancy, smoke suppression and thermal insulation.",
      "quote": "A fully bio-based sandwich coatings for simultaneous flame retardancy",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:45:49+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.12913/22998624/222712",
      "doi": "10.12913/22998624/222712",
      "source_type": "journal",
      "title": "Prediction of tensile strength of PHBV-sunflower husk biocomposites: Challenges and limitations of linear regression models",
      "venue": "Advances in Science and Technology Research Journal",
      "authors": "Janowski, Olech, Frącz et al.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.12913/22998624/222712",
      "language": "en",
      "via": "crossref",
      "route": "pha",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The study applies linear regression models to predict tensile strength of PHBV biocomposites filled with sunflower husk and discusses the models' limitations.",
      "quote": "Prediction of tensile strength of PHBV-sunflower husk biocomposites",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/su181910047",
      "doi": "10.3390/su181910047",
      "source_type": "journal",
      "title": "PLA/PCL/SiO2 Composite Printing Plates: Towards More Sustainable Embellishment Printing Applications",
      "venue": "Sustainability",
      "authors": "Mahović Poljaček, Tomašegović, Priselac",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/su181910047",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Laser-engraved PLA/PCL/SiO2 nanocomposite plates were produced and evaluated for relief printing and foil stamping, with SiO2 increasing thermal stability and stiffness.",
      "quote": "biodegradable printing plates based on polylactic acid (PLA), polycaprolactone (PCL), and silicon dioxide (SiO2) nanoparticles were produced for embellishment printing applications",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:37:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.38124/ijisrt/26sep825",
      "doi": "10.38124/ijisrt/26sep825",
      "source_type": "journal",
      "title": "Dynamic Mechanical Analysis of Degradable Starch (Potato-Corn) - Clay Composite Polymer Films",
      "venue": "International Journal of Innovative Science and Research Technology (IJISRT)",
      "authors": "Odhiambo, Akou",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://doi.org/10.38124/ijisrt/26sep825",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Potato and corn starch films reinforced with montmorillonite clay were cast and characterised by dynamic mechanical analysis.",
      "quote": "biodegradable starch-clay composite films produced from potato and corn starches reinforced with montmorillonite clay",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:39+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "epmc:PMC:PMC13667272",
      "doi": null,
      "source_type": "journal",
      "title": "Preliminary Synthesis and Basic Performance Characterization of Bio-Based Composite Materials Using Starch and Gelatin as Representative Matrix Phases: Exploratory Conceptual Design for Sustainable Toy Scenarios",
      "venue": "Polymers",
      "authors": "Mao L, Gong Y, Liu C, Li Z.",
      "published_date": "2026-10-01",
      "date_precision": "day",
      "url": "https://europepmc.org/article/PMC/PMC13667272",
      "language": "en",
      "via": "europepmc",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Exploratory work synthesizes and characterizes bio-based composite materials using starch and gelatin as representative matrix phases for sustainable toy scenarios.",
      "quote": "Bio-Based Composite Materials Using Starch and Gelatin as Representative Matrix Phases",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:46:52+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1021/acsapm.6c03715",
      "doi": "10.1021/acsapm.6c03715",
      "source_type": "journal",
      "title": "Sequential Postpolymerization Modification of CO2-Based Polycarbonates via Click Chemistry and Kabachnik–Fields Reaction",
      "venue": "ACS Applied Polymer Materials",
      "authors": "Sun, Wang, Wang et al.",
      "published_date": "2026-10-02",
      "date_precision": "day",
      "url": "https://doi.org/10.1021/acsapm.6c03715",
      "language": "en",
      "via": "openalex",
      "route": "polycarbonates",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "CO2-based polycarbonates were sequentially modified via click chemistry and the Kabachnik–Fields reaction to add bio-based pendants, with the authors reporting improved strength, flame retardancy and fluorescence.",
      "quote": "combined click chemistry with the Kabachnik–Fields reaction for sequential postpolymerization modification of CO2-based polycarbonates",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:08+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.polymer.2026.130917",
      "doi": "10.1016/j.polymer.2026.130917",
      "source_type": "journal",
      "title": "Biodegradable starch/polyester laminates incorporating almond skin and its phenolic-rich extracts",
      "venue": "Polymer",
      "authors": "Martín-Pérez, Atarés, Chiralt et al.",
      "published_date": "2026-10-03",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.polymer.2026.130917",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "The title describes biodegradable starch/polyester laminates incorporating almond skin and its phenolic-rich extracts.",
      "quote": "Biodegradable starch/polyester laminates incorporating almond skin and its phenolic-rich extracts",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:31+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/ange.3998761",
      "doi": "10.1002/ange.3998761",
      "source_type": "journal",
      "title": "Bio‐Based Solution for Polyolefin Synthesis Enabled by Carbonate Solvent and Comonomer",
      "venue": "Angewandte Chemie",
      "authors": "Xu, Wang, Niu et al.",
      "published_date": "2026-10-04",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/ange.3998761",
      "language": "en",
      "via": "openalex",
      "route": "scope-review",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Phosphinephenolato nickel(II) complexes use bio-based dimethyl carbonate as polymerisation medium for high-density polyethylene, and carbonate comonomers give polar polyethylene.",
      "quote": "practically efficient production of high-density polyethylene (HDPE)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:47+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/admi.70683",
      "doi": "10.1002/admi.70683",
      "source_type": "journal",
      "title": "Amphiphilic Non‐Isocyanate Polyurethane Coatings With Tunable Antifouling and Fouling‐Release Performance: A Log‐Ratio Assessment Framework",
      "venue": "Advanced Materials Interfaces",
      "authors": "Shahzadeh, Stafslien, VanderWal et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/admi.70683",
      "language": "en",
      "via": "crossref",
      "route": "polyurethanes",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Amphiphilic non-isocyanate polyurethane coatings with PDMS and MPEG prepolymers were tuned and tested for marine antifouling and fouling-release performance against several organisms.",
      "quote": "amphiphilic non‐isocyanate polyurethane (NIPU) coatings containing reactive hydrophobic poly(dimethylsiloxane)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:47:59+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1134/s1062359026602892",
      "doi": "10.1134/s1062359026602892",
      "source_type": "journal",
      "title": "Using Agro-Industrial Waste for the Bacterial Biosynthesis of Polyhydroxyalkanoates: A Sustainable Approach for the Production of Biodegradable Plastics",
      "venue": "Biology Bulletin",
      "authors": "Saleem, Rasul, Javed et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.1134/s1062359026602892",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Potato and banana peel extracts and dairy industry effluent were tested as low-cost carbon sources for PHA biosynthesis by four bacterial strains.",
      "quote": "utilizing cost-effective carbon substrates derived from Agro-Industrial waste for PHA biosynthesis",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:21+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.64898/2026.09.29.755274",
      "doi": "10.64898/2026.09.29.755274",
      "source_type": "preprint",
      "title": "Iterative computational bioprospecting of hydroxymethylfurfural oxidases combining molecular simulation and machine learning",
      "venue": "bioRxiv (Cold Spring Harbor Laboratory)",
      "authors": "Muñoz‐Tafalla, Martinez-Sugrañes, Carro et al.",
      "published_date": "2026-10-05",
      "date_precision": "day",
      "url": "https://doi.org/10.64898/2026.09.29.755274",
      "language": "en",
      "via": "openalex",
      "route": "pef",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Computational bioprospecting across four rounds identified natural hydroxymethylfurfural oxidases with improved activity for oxidising FFCA to FDCA, a PEF monomer step.",
      "quote": "The enzymatic oxidation of 5-hydroxymethylfurfural (HMF) to 2,5-furandicarboxylic acid (FDCA) is a key step in the sustainable production of polyethylene furanoate (PEF)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:38:41+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/pat.70763",
      "doi": "10.1002/pat.70763",
      "source_type": "journal",
      "title": "Synthesis and Characterization of Polyvinyl Alcohol Cross‐Linked Mercaptosuccinic Acid Pendant Cardanol‐Based Polybenzoxazines Incorporating ZrO 2 Nanoparticles for Proton Exchange Membranes",
      "venue": "Polymers for Advanced Technologies",
      "authors": "Jayakumar, Theerthagiri, Chinnakkannu et al.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/pat.70763",
      "language": "en",
      "via": "crossref",
      "route": "thermosets",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Cardanol-based polybenzoxazine cross-linked with polyvinyl alcohol and filled with ZrO2 nanoparticles was prepared and tested as a proton exchange membrane for fuel cells.",
      "quote": "for proton transport membrane fuel cell (PEMFC) applications",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1016/j.cej.2026.182814",
      "doi": "10.1016/j.cej.2026.182814",
      "source_type": "journal",
      "title": "Synergistic electromechanical enhancement of biobased PA511 and 3D-printed biomimetic architectures for wearable real-time cardiac monitoring with ultra-low force sensitivity",
      "venue": "Chemical Engineering Journal",
      "authors": "Zhang, Guo, Su et al.",
      "published_date": "2026-10-06",
      "date_precision": "day",
      "url": "https://doi.org/10.1016/j.cej.2026.182814",
      "language": "en",
      "via": "openalex",
      "route": "polyamides",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bio-based PA511 combined with 3D-printed biomimetic architectures is reported for wearable real-time cardiac monitoring with ultra-low force sensitivity.",
      "quote": "Synergistic electromechanical enhancement of biobased PA511 and 3D-printed biomimetic architectures",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:48:40+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.5071/34theubce2026-6cv.9.17",
      "doi": "10.5071/34theubce2026-6cv.9.17",
      "source_type": "journal",
      "title": "Optimization for Polyhydroxyalkanoate Production from Various Carbon Sources and C:N Ratios by Bacillus sp. under Nitrogen Limitation",
      "venue": "ETA Florence",
      "authors": "UYANIKER, Sar&#305;kaya, Sar&#305;çay&#305;r et al.",
      "published_date": "2026-10-07",
      "date_precision": "day",
      "url": "https://doi.org/10.5071/34theubce2026-6cv.9.17",
      "language": "en",
      "via": "openalex",
      "route": "pha",
      "novelty_type": "new-route",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Bacillus sp. under nitrogen limitation reached 82.9% PHA per cell dry weight with glucose at a C:N ratio of 38:1.",
      "quote": "supporting a maximum PHA content of 82.9% of cell dry weight at a C:N ratio of 38:1 after 48 h",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:19+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.3390/polym18192449",
      "doi": "10.3390/polym18192449",
      "source_type": "journal",
      "title": "Investigation of Piezoresistive Behaviors in TPMS Lattice Structures Produced with MWCNT-Reinforced PLA Filament",
      "venue": "Polymers",
      "authors": "Gündüz, Bahçe",
      "published_date": "2026-10-08",
      "date_precision": "day",
      "url": "https://doi.org/10.3390/polym18192449",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study compares mechanical, thermal, electrical and piezoresistive behaviour of MWCNT/PLA TPMS lattice structures produced by fused filament fabrication.",
      "quote": "2 wt.% multi-walled carbon nanotube (MWCNT)-reinforced polylactic acid (PLA) composite filament",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:49+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/advs.78210",
      "doi": "10.1002/advs.78210",
      "source_type": "journal",
      "title": "Sequence‐Controlled Copolymers Through Selective Ring‐Opening Polymerization of Multiunit Macrolactones",
      "venue": "Advanced Science",
      "authors": "Nieboer, Giambattista, Olsén et al.",
      "published_date": "2026-10-11",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/advs.78210",
      "language": "en",
      "via": "openalex",
      "route": "bio-polyesters",
      "novelty_type": "new-chemistry",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Glycolate units adjacent to esters in multiunit macrolactones increase reactivity, enabling sequence-controlled polyesters by selective ring-opening polymerisation with transesterification catalysts.",
      "quote": "A new strategy for the synthesis of sequence-controlled polymers (SCP)",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1007/s10924-026-03964-7",
      "doi": "10.1007/s10924-026-03964-7",
      "source_type": "journal",
      "title": "Effect of Polylactide Structural Parameters on its Hydrolytic Degradation and Resulting Chemical, Thermal, Surface and Mechanical Properties",
      "venue": "Journal of Polymers and the Environment",
      "authors": "Masarra, Ylla, Chantegraille et al.",
      "published_date": "2026-10-11",
      "date_precision": "day",
      "url": "https://doi.org/10.1007/s10924-026-03964-7",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study examines how polylactide structural parameters affect hydrolytic degradation and the resulting chemical, thermal, surface and mechanical properties.",
      "quote": "Effect of Polylactide Structural Parameters on its Hydrolytic Degradation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:39:58+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1002/tqem.70481",
      "doi": "10.1002/tqem.70481",
      "source_type": "journal",
      "title": "The Production, Characterization, and Biodegradation Kinetics of Bioplastics From Starch Extracted From Ipomoea batatas and Manihot esculenta Tubers",
      "venue": "Environmental Quality Management",
      "authors": "Ogbodo, Okechukwu‐Okoro, Joshua et al.",
      "published_date": "2026-10-14",
      "date_precision": "day",
      "url": "https://doi.org/10.1002/tqem.70481",
      "language": "en",
      "via": "openalex",
      "route": "natural-polymers",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Starch from sweet potato and cassava tubers was reacted with ethanoic, methanoic and propanoic acids plus glycerol to form bioplastics, with mechanical properties and biodegradation kinetics reported.",
      "quote": "production of biodegradable bioplastics using starch extracted from Ipomoea batatas and Manihot esculenta tubers",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:40:38+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.32710/tekstilvekonfeksiyon.1680999",
      "doi": "10.32710/tekstilvekonfeksiyon.1680999",
      "source_type": "journal",
      "title": "Production and Characterization of Poly Lactic Acid (Pla) Meltblown Nonwovens For Air Filtration",
      "venue": "TEKSTİL VE KONFEKSİYON",
      "authors": "Ertoğrul, Kaya",
      "published_date": "2026-10-15",
      "date_precision": "day",
      "url": "https://doi.org/10.32710/tekstilvekonfeksiyon.1680999",
      "language": "en",
      "via": "openalex",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Meltblown PLA nonwovens for air filtration were produced and the effects of collector drum speed, die-to-collector distance and die hole diameter on fibre and filtration properties were studied.",
      "quote": "PLA meltblowns prepared in this study had an average fiber diameter of 2.17 to 3.11 micrometers.",
      "quote_location": "abstract",
      "flags": [],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:05+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    },
    {
      "id": "doi:10.1038/s41598-026-72667-9",
      "doi": "10.1038/s41598-026-72667-9",
      "source_type": "journal",
      "title": "PLA nanocomposites reinforced with green synthesized AgNPs: its physico-mechanical investigation",
      "venue": "Scientific Reports",
      "authors": "Peidaei Mahmodabad, Ahari, Moslemi et al.",
      "published_date": "2026-10-19",
      "date_precision": "day",
      "url": "https://doi.org/10.1038/s41598-026-72667-9",
      "language": "en",
      "via": "crossref",
      "route": "pla",
      "novelty_type": "new-formulation-or-application",
      "relevance": 0.6,
      "signal_type": "research",
      "region": "not stated",
      "summary": "Study reporting physico-mechanical investigation of PLA nanocomposites reinforced with green-synthesized silver nanoparticles.",
      "quote": "PLA nanocomposites reinforced with green synthesized AgNPs: its physico-mechanical investigation",
      "quote_location": "title",
      "flags": [
        "title-only"
      ],
      "hidden": false,
      "triaged_at": "2026-10-20T18:41:29+00:00",
      "model": "deepseek-flash",
      "run_id": "2026-10-20261020T183350Z-d30b0f",
      "prompt_version": "1"
    }
  ]
}