{"id":"W4300108659","doi":"","title":"Double synthèse modale : application à la simulation temporelle du comportement dynamique non linéaire de freins aéronautiques","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Computer 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":[0.00553314,0.0006688244,0.0006526052,0.0002723393,0.0008215224,0.0003918828,0.001493152,0.0009777045,0.0001129461],"category_scores_gemma":[0.0005379568,0.0008476992,0.0003019319,0.0002549297,0.0003344033,0.0003771665,0.0007293493,0.001248604,0.0001229826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007478595,"about_ca_system_score_gemma":0.0003417126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004298244,"about_ca_topic_score_gemma":0.001946843,"domain_scores_codex":[0.9951236,0.001884795,0.0009857159,0.000982746,0.0003821192,0.000641017],"domain_scores_gemma":[0.9932398,0.001540775,0.000788193,0.00284481,0.00124517,0.0003412689],"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":[0.00003555796,0.0008259158,0.01142392,0.0007910417,0.0002939823,0.0000159446,0.007874038,0.7567398,0.006565811,0.1818606,0.0003812553,0.03319214],"study_design_scores_gemma":[0.0009105684,8.675802e-7,0.02630384,0.001503924,0.0001130102,0.00002024577,0.0000727263,0.8929964,0.01821135,0.002755815,0.05641307,0.0006981284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08436945,0.001486997,0.8707501,0.007362111,0.0003714261,0.00104261,0.00008377132,0.0006687391,0.03386483],"genre_scores_gemma":[0.9467942,0.00167598,0.04555067,0.00003413717,0.0001083743,0.000441348,0.00117025,0.0001406104,0.004084462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8624247,"threshold_uncertainty_score":0.9993974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076885492500088,"score_gpt":0.2310779274353309,"score_spread":0.2203090725103301,"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."}}