{"id":"W4414621853","doi":"10.1002/app.57973","title":"Green Composites From Plasticized Cellulose Acetate Filled With Inorganic Fillers and Natural Fiber for Rigid Packaging Applications: Effect of Low Acetyl Content and Bio‐Based Plasticizer","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Marine Corps University; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Talc; Plasticizer; Ultimate tensile strength; Cellulose acetate; Microcrystalline cellulose; Extrusion; Composite number; Cellulose; Molding (decorative)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005623054,0.0002318824,0.0005431814,0.0002368026,0.0002830541,0.0001571508,0.0003939554,0.00005343482,0.00004150091],"category_scores_gemma":[0.00003036644,0.0001376278,0.00005521613,0.0003405336,0.0009999158,0.000222927,0.0001004091,0.0001294551,0.000002214612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094706,"about_ca_system_score_gemma":0.0001914442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009088802,"about_ca_topic_score_gemma":0.000008733509,"domain_scores_codex":[0.9984766,0.00004511065,0.0004735479,0.0003407303,0.0003635068,0.0003005287],"domain_scores_gemma":[0.9979229,0.001156373,0.0004556482,0.0001898699,0.0001470168,0.0001281941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00200761,0.00003311677,0.0003542406,0.0001401206,0.00004511788,7.928253e-7,0.0002120024,0.000005092988,0.9878752,0.000107047,0.00002578606,0.009193907],"study_design_scores_gemma":[0.002463503,0.0002928723,0.0005598282,0.0002543203,0.0001672941,0.000006193643,0.0001131058,0.001890011,0.9939952,0.00003252696,0.00005838186,0.000166741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852824,0.01185465,0.001847164,0.0003401103,0.0001357579,0.0004040903,0.00004437803,0.00001442745,0.00007706859],"genre_scores_gemma":[0.9961364,0.00002289039,0.003523418,0.0001363397,0.00003020417,0.0000386437,0.00000175303,0.00001136773,0.00009901048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183176,"threshold_uncertainty_score":0.5612299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008129885863707395,"score_gpt":0.2124992671269014,"score_spread":0.204369381263194,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}