{"id":"W2604979943","doi":"10.3166/rcma.26.231-264","title":"Modélisation et définition d’une cellule élémentaire statistiquement représentative. Application à un composite renforcé en fibres courtes unidirectionnelles","year":2016,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Composite number; Humanities; Materials science; Art; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001927431,0.0006576382,0.0009618779,0.0008845566,0.000760858,0.002323351,0.001112701,0.002203897,0.002910807],"category_scores_gemma":[0.005012472,0.0007494032,0.001496067,0.0009824305,0.001324536,0.001508991,0.000672078,0.001893683,0.0006915211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775113,"about_ca_system_score_gemma":0.00170539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133517,"about_ca_topic_score_gemma":0.01466009,"domain_scores_codex":[0.9991773,0.0002269951,0.00004829364,0.0002212332,0.0002763403,0.00004988817],"domain_scores_gemma":[0.9973574,0.001719093,0.0001782059,0.0002613954,0.0004362726,0.00004755374],"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":[0.00004385411,0.00003076,0.0009557471,0.00003829736,0.00002167777,0.00006076155,0.0001129993,0.9705931,0.005471115,0.01225939,0.0002452935,0.01016704],"study_design_scores_gemma":[0.000004622375,0.00001115782,0.0003175476,0.000007363142,0.000004163839,0.00002194577,0.00001797092,0.9941041,0.002174555,0.00231548,0.001014524,0.000006659026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0331088,0.0001073951,0.9637162,0.0001474921,0.00002764107,0.0000379521,0.0002126707,0.0003114095,0.002330373],"genre_scores_gemma":[0.5619975,0.0003653304,0.4241586,0.0001016218,0.00005499414,0.0004583234,0.001110315,0.0004399667,0.0113134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02133517,"threshold_uncertainty_score":0.04242194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04346125286797369,"score_gpt":0.3254112337682719,"score_spread":0.2819499809002982,"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."}}