{"id":"W4362653183","doi":"10.2139/ssrn.4397958","title":"The Dark Side of Circuit Breakers","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Circuit breaker; Physics; Electrical engineering; Engineering","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":[0.0003228364,0.0002477414,0.0002608762,0.0007004521,0.001020607,0.001848335,0.0007550631,0.001178201,0.02214277],"category_scores_gemma":[0.002407876,0.0002684314,0.0001284988,0.000503179,0.001727499,0.003560827,0.001231405,0.001358145,0.002509897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649899,"about_ca_system_score_gemma":0.0002482251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066549,"about_ca_topic_score_gemma":0.001123515,"domain_scores_codex":[0.9997023,0.00004869279,0.000006767597,0.00006351984,0.0001182251,0.00006049545],"domain_scores_gemma":[0.9989789,0.0003322436,0.00009992845,0.0002237443,0.0002343621,0.0001308878],"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":[0.0009025329,0.0001082098,0.004931252,0.0003991669,0.00003066495,0.00177581,0.001820378,0.0076229,0.06325895,0.7470942,0.02614024,0.1459156],"study_design_scores_gemma":[0.0001098028,0.0004368887,0.01318294,0.0002874849,0.00004210046,0.001845376,0.003433444,0.01863934,0.03825586,0.6527281,0.2709396,0.0000990179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.4181198,0.01033376,0.06175676,0.01207634,0.001880705,0.00004084092,0.0004114379,0.0007307208,0.4946496],"genre_scores_gemma":[0.947909,0.001131994,0.001953522,0.0004686239,0.0003051107,0.00000635075,0.00007287692,0.0001087523,0.0480438],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02214277,"threshold_uncertainty_score":0.07407492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005661430677742853,"score_gpt":0.1954232341515505,"score_spread":0.1897618034738077,"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."}}