{"id":"W2869399124","doi":"10.1002/pc.24967","title":"Mechanical properties prediction of polypropylene/short coir fibers composites using a self‐consistent approach","year":2018,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centre National pour la Recherche Scientifique et Technique","keywords":"Materials science; Composite material; Polypropylene; Ultimate tensile strength; Composite number; Izod impact strength test; Plastics extrusion; Modulus; Young's modulus; Extrusion; Compression molding; Molding (decorative); Fiber","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002880432,0.0004723051,0.0006529517,0.0002662612,0.0003462276,0.0001678287,0.0006915604,0.0002049728,0.0001405361],"category_scores_gemma":[0.00002069453,0.0003879869,0.0002348664,0.0004491038,0.0005876981,0.000496643,0.0004264176,0.0002298162,0.0001137465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418731,"about_ca_system_score_gemma":0.0001088258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002962071,"about_ca_topic_score_gemma":0.000003251853,"domain_scores_codex":[0.9967968,0.0002062729,0.0008730321,0.0007052462,0.0007487347,0.0006699501],"domain_scores_gemma":[0.9983461,0.000113309,0.0002683664,0.0006925659,0.0003477467,0.0002319443],"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":[0.0002360853,0.0001982427,0.0008456986,0.0001218761,0.0001206815,0.000002733178,0.000675906,0.0001091515,0.9966608,0.0008105675,0.0001221171,0.00009614626],"study_design_scores_gemma":[0.0004005335,0.0004546135,0.0002423788,0.0001454273,0.0002137027,0.0001631069,0.00007905172,0.04313848,0.9546638,0.00004942465,0.0000698581,0.0003796842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925329,0.002310176,0.002050555,0.0001339085,0.0005495928,0.0006290256,0.00007826024,0.0003991993,0.001316373],"genre_scores_gemma":[0.9622418,0.000008419136,0.03696748,0.0001910764,0.0003299707,0.00001880083,0.00003550205,0.00005823178,0.0001486989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04302933,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327339756828943,"score_gpt":0.2397450800454087,"score_spread":0.2064716824771193,"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."}}