{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000304955,0.0003333782,0.0002515789,0.000322144,0.0001604748,0.0001905966,0.0003180098,0.0004318056,0.0004167258],"category_scores_gemma":[0.0003496987,0.0002294019,0.0003803868,0.0001396835,0.0001835118,0.0002350538,0.0001041916,0.000216162,0.0000947186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621578,"about_ca_system_score_gemma":0.000388957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995504,"about_ca_topic_score_gemma":0.002793018,"domain_scores_codex":[0.9999411,0.00001273464,0.000003901554,0.00001297411,0.00002310286,0.000006167849],"domain_scores_gemma":[0.9997885,0.000108496,0.00004155625,0.00001950085,0.0000341333,0.000007854777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007179732,0.0001665926,0.003172018,0.00006953243,0.00002045671,0.0001266138,0.00004206557,0.8621327,0.1191081,0.0007886634,0.00006675399,0.01423471],"study_design_scores_gemma":[0.000003476185,0.00002053822,0.0004889733,0.000001113385,0.000002761439,0.000005641835,0.000003291126,0.9905986,0.008786525,0.00004714768,0.00003928145,0.000002656795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8310819,0.0001577211,0.1664907,0.0000454384,0.000008783595,0.00004114326,0.00007171591,0.0001694733,0.001933096],"genre_scores_gemma":[0.9758778,0.0000581595,0.0234342,0.000006429653,0.000002750743,0.00003613265,0.00005270674,0.000015454,0.0005162434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995504,"threshold_uncertainty_score":0.003967762,"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."}}