{"id":"W4392172849","doi":"10.1109/ojia.2024.3354443","title":"IEEE Industry Applications Society Information","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004917685,0.001905453,0.001858972,0.004630804,0.001852931,0.00622782,0.00181222,0.00509409,0.154255],"category_scores_gemma":[0.02103137,0.001009438,0.0007737523,0.005645165,0.001041695,0.004170343,0.002391238,0.00472011,0.2090576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694905,"about_ca_system_score_gemma":0.008295492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00504578,"about_ca_topic_score_gemma":0.004163553,"domain_scores_codex":[0.9963002,0.0005999394,0.000459757,0.000363789,0.002073933,0.0002024049],"domain_scores_gemma":[0.9733984,0.003023908,0.001421282,0.003301436,0.01758203,0.001273102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006126993,0.0001446499,0.0003641112,0.0004131581,0.00002188688,0.00006822,0.00006670504,0.0007475636,0.001369564,0.008411157,0.7804966,0.2078351],"study_design_scores_gemma":[0.00002523015,0.00009169685,0.0007590595,0.0004645147,0.00002400847,0.0001285242,0.00005165179,0.001825334,0.00105306,0.007178292,0.988366,0.00003272056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002502359,0.01336896,0.1070401,0.02580796,0.02672007,0.002033551,0.011857,0.01133011,0.7993398],"genre_scores_gemma":[0.01778885,0.02786072,0.06016537,0.00645974,0.007030602,0.002801628,0.04343307,0.002015085,0.8324449],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.154255,"threshold_uncertainty_score":0.5160345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730989407294358,"score_gpt":0.2923850786785814,"score_spread":0.2750751846056378,"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."}}