{"id":"W7064107534","doi":"","title":"Analyse bayésienne et classification pour modèles continus modifiés à zéro","year":2010,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maximum likelihood; Random noise; Distribution (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001829286,0.0004492319,0.0004915142,0.00007309915,0.0001228285,0.00005674747,0.0002847219,0.0001824257,0.001044026],"category_scores_gemma":[0.000009163881,0.0004827459,0.00007141593,0.000103831,0.0001044052,0.0003140664,0.00005359386,0.0005014646,4.576593e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392542,"about_ca_system_score_gemma":0.001278177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01367716,"about_ca_topic_score_gemma":0.1765268,"domain_scores_codex":[0.9975008,0.00006386111,0.0005175289,0.0003798012,0.001093285,0.0004446819],"domain_scores_gemma":[0.9987064,0.0003455615,0.0002408969,0.0003301047,0.000001615776,0.0003754183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002662326,0.0001898208,0.03944029,0.001574411,0.001027001,0.0001446617,0.0003953944,0.009604727,0.1746712,0.597366,0.009558182,0.165762],"study_design_scores_gemma":[0.0009635589,0.00007974623,0.2836489,0.0007242726,0.0002556986,0.00001006673,0.001231472,0.1924533,0.04238831,0.002058962,0.4751112,0.001074579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03945525,0.001156642,0.006744608,0.004745363,0.0008903301,0.0003779584,0.001578358,0.00003271206,0.9450188],"genre_scores_gemma":[0.9059609,0.001342945,0.003518104,0.000310863,0.0001898138,0.00001749737,0.0001319863,0.0001579347,0.08836999],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8665056,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004852864723375993,"score_gpt":0.151860784430451,"score_spread":0.147007919707075,"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."}}