{"id":"W3204890279","doi":"","title":"Une méthode Quasi-FE2 pour la résolution de structures composites","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137869,0.00129183,0.0008817578,0.0007891043,0.0007774719,0.001683497,0.001388128,0.002565944,0.01094996],"category_scores_gemma":[0.002686993,0.0007537252,0.001305613,0.0005292419,0.001064202,0.001301971,0.0008106032,0.003809093,0.001999717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048621,"about_ca_system_score_gemma":0.0007331762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008904555,"about_ca_topic_score_gemma":0.01089378,"domain_scores_codex":[0.9993787,0.000200647,0.00001946748,0.0001170256,0.0002483555,0.00003579494],"domain_scores_gemma":[0.9990074,0.0006086192,0.00002220663,0.0001181029,0.0002065131,0.00003721862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007829732,0.0003552386,0.001068912,0.001016565,0.0003745942,0.0008763016,0.0007723767,0.2982092,0.1298708,0.1415198,0.01339978,0.4117534],"study_design_scores_gemma":[0.0001587466,0.00006961652,0.0007662935,0.00004758235,0.00002623223,0.0002410743,0.00004689378,0.9466141,0.01954773,0.01202309,0.02041906,0.00003950231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009467899,0.0002289126,0.9862504,0.000206566,0.0002238516,0.00004965552,0.0001569915,0.0005932752,0.002822562],"genre_scores_gemma":[0.1009033,0.000459057,0.8720138,0.0002510069,0.0002199529,0.0002428491,0.0003315281,0.0008415757,0.02473691],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01094996,"threshold_uncertainty_score":0.03663129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262659960191178,"score_gpt":0.2720807195416625,"score_spread":0.2494541199397508,"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."}}