{"id":"W7033685592","doi":"","title":"Protection des transformateurs électriques","year":2010,"lang":"fr","type":"article","venue":"NPARC","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformer; Electric power system; Electricity; Electric power; Fire protection; Ferroresonance in electricity networks; Power grid; Blackout","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003160251,0.0001363234,0.0001553214,0.000007273439,0.0009096098,0.00006620742,0.0001093585,0.0002379359,0.001478095],"category_scores_gemma":[0.00003784863,0.00006384143,0.0001345754,0.0002563464,0.0004090531,0.0002323318,0.000011316,0.0003859124,0.00008184319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662544,"about_ca_system_score_gemma":0.00001559572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006871201,"about_ca_topic_score_gemma":0.004090062,"domain_scores_codex":[0.9989663,0.00008565057,0.0001910793,0.0001970937,0.0001487215,0.0004111798],"domain_scores_gemma":[0.9996094,0.00005633195,0.00004521076,0.00003737656,0.0001269068,0.0001248278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003062745,0.0002544193,0.002135246,0.0002086947,0.00002206469,0.000001691009,0.002487073,1.724968e-7,0.5538915,0.01111799,0.01319744,0.4166531],"study_design_scores_gemma":[0.0003659562,0.001073489,0.08631669,0.0001232991,0.00003610086,0.00004812398,0.002356849,0.0001336399,0.03906491,0.1969539,0.6730914,0.0004356423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225746,0.001575841,0.00005195287,0.05941399,0.001190799,0.0004171636,0.00004102773,0.0001147078,0.01461995],"genre_scores_gemma":[0.9791527,0.01189827,0.0008872955,0.0004175642,0.001349267,0.00005941486,0.000009764566,0.000001865466,0.006223856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6598939,"threshold_uncertainty_score":0.9994347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732445448754775,"score_gpt":0.2445034785672601,"score_spread":0.2171790240797123,"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."}}