{"id":"W4409094411","doi":"10.3390/recycling10020059","title":"Mechanical and Thermal Properties of Recycled Fishing Net-Derived Polyamide 6/Switchgrass Fiber Composites for Automotive Applications","year":2025,"lang":"en","type":"article","venue":"Recycling","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Mitacs","keywords":"Composite material; Polyamide; Materials science; Automotive industry; Fiber; Thermal; Engineering","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":[0.0001892654,0.0004128182,0.0001369161,0.000366779,0.0001525215,0.0002292847,0.0001450108,0.0002777398,0.001402576],"category_scores_gemma":[0.0001861409,0.0001756573,0.0002682498,0.0002448647,0.0001088568,0.0002440973,0.0001109377,0.0004197853,0.0003148723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409485,"about_ca_system_score_gemma":0.0001031238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008305463,"about_ca_topic_score_gemma":0.002804165,"domain_scores_codex":[0.9998838,0.000008083181,0.000008758425,0.00001994385,0.000056302,0.00002324097],"domain_scores_gemma":[0.9998916,0.00001807691,0.00002490828,0.000005597423,0.00003789308,0.00002182514],"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":[0.00004249877,0.0000118661,0.0003048296,0.00004997898,0.000005710036,0.00005533578,0.00002213901,0.0002875025,0.9975491,0.0000182457,0.0000243009,0.001628463],"study_design_scores_gemma":[0.000003451209,0.0003109323,0.01288853,0.00001316413,0.00002707136,0.0001312547,0.00008637492,0.001870744,0.9833632,0.00002318822,0.001263616,0.00001857523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973406,0.0007428765,0.0008725433,0.00001561183,0.00001883973,0.000006471878,0.0001579492,0.00002447834,0.0008206583],"genre_scores_gemma":[0.997015,0.0004767798,0.001076971,0.00001616901,0.000005316709,0.00001261333,0.000191594,0.00001541351,0.001190204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001402576,"threshold_uncertainty_score":0.004692137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608559823890191,"score_gpt":0.2591872954004945,"score_spread":0.2431016971615926,"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."}}