{"id":"W6986345835","doi":"","title":"Performance d’outils de modélisation pour la résolution de deux problématiques de bruit et de vibrations de type impulsionnel","year":2017,"lang":"fr","type":"article","venue":"","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Private life; Work safety; Life insurance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002003455,0.002489845,0.002140693,0.00087836,0.00123962,0.003207901,0.002294474,0.003352222,0.009651046],"category_scores_gemma":[0.00617903,0.001143254,0.002552866,0.000730369,0.0009376197,0.0014816,0.001265989,0.003018007,0.00145646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982895,"about_ca_system_score_gemma":0.004372384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1472278,"about_ca_topic_score_gemma":0.07565907,"domain_scores_codex":[0.999163,0.0002588247,0.00006806282,0.0001722708,0.0001832058,0.0001546795],"domain_scores_gemma":[0.9944576,0.003842792,0.0002195731,0.0002960973,0.001039739,0.0001440942],"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":[0.0001371325,0.00008367176,0.001441851,0.0001528745,0.00005259833,0.00007645564,0.0000834823,0.9862857,0.000980249,0.000836606,0.0005048683,0.009364541],"study_design_scores_gemma":[0.00001821616,0.00002341166,0.0002614846,0.00001535366,0.00001368412,0.000006578299,0.00004051592,0.9981476,0.0006501285,0.0003416052,0.0004720716,0.000009415307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3297381,0.001585124,0.6359876,0.001403488,0.0006140203,0.0004804485,0.002862007,0.00697905,0.02035005],"genre_scores_gemma":[0.8565001,0.0005169766,0.1311072,0.0002008889,0.00006015011,0.0007323689,0.00243942,0.000492057,0.007950745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1472278,"threshold_uncertainty_score":0.2927417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964860161518266,"score_gpt":0.3269294325983316,"score_spread":0.307280830983149,"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."}}