{"id":"W4413781470","doi":"10.1002/pls2.70020","title":"Material Extrusion of <scp>PLA</scp> /Recycled Short Flax Fiber Biocomposites","year":2025,"lang":"en","type":"article","venue":"SPE Polymers","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; AS Composite (Canada)","funders":"Centre Sève; Canada Research Chairs; McGill University","keywords":"Extrusion; Fiber; Materials science; Composite material; Biocomposite; Food science; Chemistry; Composite number","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226559,0.000293485,0.0001333768,0.0002455867,0.0001224496,0.0002098901,0.0001445181,0.0002521596,0.001331469],"category_scores_gemma":[0.0001359826,0.0001345452,0.0002141951,0.0001936512,0.000111011,0.0002643943,0.0001123748,0.0002429394,0.0003548461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747082,"about_ca_system_score_gemma":0.0000778691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004087308,"about_ca_topic_score_gemma":0.001083693,"domain_scores_codex":[0.9998887,0.000008987658,0.00000993222,0.0000321342,0.00004249392,0.00001771253],"domain_scores_gemma":[0.9998677,0.00002403981,0.00005962146,0.0000138065,0.00002437004,0.00001056937],"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":[0.00002948236,0.000006572903,0.00008180434,0.00001885847,0.000002567433,0.00004557385,0.000008943146,0.00008896891,0.9984832,0.0000144435,0.00001797058,0.001201568],"study_design_scores_gemma":[9.388704e-7,0.00004171635,0.0008943803,0.000002361623,0.000002543173,0.00002490472,0.000004696353,0.0002856001,0.9982671,0.000003189562,0.0004708985,0.000001676766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941244,0.0002867268,0.003734894,0.00001911584,0.00001795993,0.00001328374,0.0001607924,0.0001602792,0.001482492],"genre_scores_gemma":[0.9919151,0.0001798944,0.004854452,0.00002317313,0.000004609462,0.00001779654,0.000222587,0.0000542642,0.002728179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331469,"threshold_uncertainty_score":0.004454255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00758744754725966,"score_gpt":0.2445008667879472,"score_spread":0.2369134192406876,"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."}}