{"id":"W4405144353","doi":"","title":"Outils CAO pour le calcul de l'homogénéisation des matériaux composites et des polycristaux","year":2019,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Composite Material Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Composite material; Materials science","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":[0.003385279,0.0004425074,0.0004446634,0.0001998894,0.0004566193,0.0007120818,0.0008415661,0.000292186,0.0006674969],"category_scores_gemma":[0.0004667127,0.0005598837,0.0001975049,0.0004382924,0.0002426851,0.0005081312,0.0004467833,0.0004128106,0.0007083514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577711,"about_ca_system_score_gemma":0.0003874056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350343,"about_ca_topic_score_gemma":0.003677186,"domain_scores_codex":[0.9941517,0.003583868,0.0006011753,0.000554795,0.0003363379,0.0007720895],"domain_scores_gemma":[0.9958826,0.001119067,0.0002211998,0.001338805,0.001127322,0.0003110499],"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":[0.00003461566,0.0005859592,0.004073118,0.0008679082,0.000147384,0.00001292425,0.02308097,0.004482877,0.6018073,0.3361079,0.001024415,0.02777458],"study_design_scores_gemma":[0.001407766,0.000002878286,0.008422735,0.00293112,0.0001094123,0.0001124782,0.0009060176,0.2861526,0.6563122,0.02382061,0.01891117,0.0009110444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.617352,0.003486115,0.3391478,0.007802892,0.0006107083,0.0004448862,0.00009393437,0.0004044516,0.03065718],"genre_scores_gemma":[0.8162941,0.000757206,0.1651927,0.00008223122,0.00004581662,0.00002748854,0.0001799709,0.0001220642,0.01729849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3122873,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422554247376613,"score_gpt":0.2220574519503672,"score_spread":0.207831909476601,"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."}}