{"id":"W2008383991","doi":"10.3166/rcma.17.71-82","title":"Modèles numériques pour le crash de structures composites complexes","year":2007,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite material; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190823,0.001866492,0.002183496,0.002055961,0.001894927,0.003061418,0.0025492,0.007750816,0.01104367],"category_scores_gemma":[0.007794943,0.001273345,0.001823948,0.001451276,0.002370909,0.001943007,0.00142588,0.003808615,0.001345106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188229,"about_ca_system_score_gemma":0.001711074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04716018,"about_ca_topic_score_gemma":0.01978655,"domain_scores_codex":[0.9993795,0.0002275118,0.00002866089,0.00009589797,0.0001778597,0.00009051486],"domain_scores_gemma":[0.9954675,0.003329413,0.000233593,0.0001501533,0.0006241744,0.0001950797],"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":[0.0000261992,0.00003294135,0.0002051459,0.00003150332,0.00001241174,0.00005437968,0.00004065899,0.9882026,0.0002986581,0.009621317,0.0004694642,0.001004728],"study_design_scores_gemma":[0.000009378768,0.000002905407,0.00004128146,0.000003124004,0.000001801299,0.000004248775,0.000009891547,0.9984643,0.00006209391,0.001195462,0.0002021735,0.000003283459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2690694,0.002173606,0.6272854,0.004190889,0.001232941,0.0003834787,0.00204471,0.001276808,0.09234281],"genre_scores_gemma":[0.901992,0.001206948,0.04217523,0.0004740933,0.0004896019,0.0006875526,0.001156297,0.0008686896,0.05094963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04716018,"threshold_uncertainty_score":0.09377134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467244998244381,"score_gpt":0.2697660282317493,"score_spread":0.2350935782493055,"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."}}