{"id":"W4292184082","doi":"10.18280/i2m.210304","title":"Study of Polymeric Composite Reinforced with Natural Particles: Measurement and Evaluation","year":2022,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Izod impact strength test; Ultimate tensile strength; Flexural strength; Shore durometer; Composite number; Epoxy; Filler (materials); Polyester resin; Polyester","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131048,0.0001525499,0.0002130096,0.0001184635,0.0002933271,0.00004978615,0.0002051286,0.00002036168,0.0001160796],"category_scores_gemma":[0.00003447924,0.0001236575,0.00002487714,0.000304843,0.00007424418,0.0002824351,0.0001509882,0.000144254,0.00000332861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886157,"about_ca_system_score_gemma":0.00008052708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001122728,"about_ca_topic_score_gemma":0.00001362553,"domain_scores_codex":[0.997237,0.0004693076,0.0003786697,0.0002880032,0.001412966,0.0002140979],"domain_scores_gemma":[0.999151,0.00006423875,0.0003116787,0.0002296988,0.0001980016,0.00004538413],"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":[0.0006787951,0.00007137906,0.009316337,0.00001197477,0.00005345081,0.000004607355,0.001938144,0.02036802,0.9629586,0.0001051191,0.0000206644,0.004472937],"study_design_scores_gemma":[0.00847634,0.005118508,0.08195587,0.00001914687,0.0003209465,0.00007954271,0.008467937,0.01238183,0.8825551,0.0001812826,0.0000189144,0.000424572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981652,0.0002590741,0.00007504549,0.000169877,0.0002241405,0.0009664789,0.000006516751,0.00007198867,0.00006167613],"genre_scores_gemma":[0.9986271,0.000001752419,0.001019865,0.0001095331,0.00001269627,0.000190349,0.00001755547,0.00001037575,0.00001074504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08040346,"threshold_uncertainty_score":0.5042608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085324370764694,"score_gpt":0.2950478705056125,"score_spread":0.2541946267979656,"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."}}