{"id":"W2021757576","doi":"10.1002/pc.22834","title":"Injection molded self‐hybrid composites based on polypropylene and natural fibers","year":2013,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; Absorption of water; Polypropylene; Natural fiber; Ultimate tensile strength; Fiber; Flexural strength; Izod impact strength test; Molding (decorative); Thermoplastic; Flexural modulus; Synthetic 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":[0.0001256884,0.0005046179,0.0004358844,0.0003274512,0.0004371019,0.0005255585,0.0004585614,0.0001040592,0.0004631634],"category_scores_gemma":[0.00002058108,0.0004275292,0.0001325497,0.0003016032,0.0001838417,0.0006832894,0.0001917264,0.0003450645,0.0006732323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073952,"about_ca_system_score_gemma":0.0000380092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006285193,"about_ca_topic_score_gemma":0.000003794399,"domain_scores_codex":[0.9974834,0.0001609451,0.000456591,0.0006958578,0.0005365384,0.0006666866],"domain_scores_gemma":[0.9984023,0.000445428,0.0001981288,0.0005442351,0.0001343529,0.0002755697],"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":[0.0001064942,0.00007895619,0.001560383,0.0000417662,0.00002790339,0.000007522535,0.00009870501,0.0003223745,0.995912,0.0003613433,0.0006655789,0.0008169566],"study_design_scores_gemma":[0.0007621149,0.0003853575,0.003201416,0.00008119189,0.00004828083,0.00008445724,0.00001364106,0.04500563,0.9496248,0.0001741432,0.00008132424,0.0005376285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937551,0.002103915,0.0001662272,0.001057888,0.000648498,0.0006257113,0.0000231795,0.0006888637,0.0009306193],"genre_scores_gemma":[0.9915499,0.000006825962,0.006093099,0.001569399,0.0001681931,0.00006849554,0.00006605031,0.00005691877,0.0004211102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04628721,"threshold_uncertainty_score":0.9998177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005011401994867658,"score_gpt":0.2059677088489878,"score_spread":0.2009563068541201,"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."}}