{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312073,0.001074376,0.0004398654,0.0008734339,0.001410215,0.001814079,0.0006481913,0.00150021,0.0222217],"category_scores_gemma":[0.002056859,0.0002774344,0.0006217607,0.0005452727,0.00105127,0.001430657,0.0008356033,0.001596714,0.005841218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406157,"about_ca_system_score_gemma":0.0009942254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029696,"about_ca_topic_score_gemma":0.004754895,"domain_scores_codex":[0.9992247,0.0001821281,0.00002526074,0.00009796389,0.0003614241,0.000108535],"domain_scores_gemma":[0.9993352,0.0002555062,0.00007063986,0.00008733179,0.0001739907,0.0000772154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002178993,0.0007513384,0.009279074,0.0006133905,0.0001447277,0.004395265,0.003075755,0.01571855,0.2066122,0.1233703,0.0147983,0.6190621],"study_design_scores_gemma":[0.001537479,0.0024263,0.04134295,0.0003679415,0.0001245452,0.01071172,0.002741974,0.03652867,0.2552258,0.04501311,0.6037775,0.0002020251],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5773854,0.005032438,0.09972675,0.003778404,0.001073339,0.0002816214,0.0007105873,0.002908336,0.3091032],"genre_scores_gemma":[0.8496221,0.003553844,0.01835278,0.000301054,0.0004017908,0.0001292113,0.0004817923,0.0001722422,0.1269851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222217,"threshold_uncertainty_score":0.07433903,"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."}}