{"id":"W7006707647","doi":"","title":"What Makes Moulded Case Circuit Breakers (MCCBs) Essential for Electrical Safety and Reliability? – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Circuit breaker; Electrocution; Electrical equipment; Distribution board","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002201158,0.0005147436,0.0002755346,0.002923407,0.003612758,0.004214405,0.001788696,0.002343261,0.01974922],"category_scores_gemma":[0.006122099,0.0004074838,0.0005926148,0.002945145,0.001343657,0.001407822,0.0008745056,0.002290778,0.003310031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04745231,"about_ca_system_score_gemma":0.149219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906082,"about_ca_topic_score_gemma":0.996035,"domain_scores_codex":[0.9938485,0.0001022531,0.00009438721,0.0001995165,0.004606493,0.001148801],"domain_scores_gemma":[0.9797758,0.000675506,0.0003354335,0.0002441324,0.01745295,0.001516231],"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":[0.00011853,0.00008593488,0.006817532,0.0003016263,0.00002320922,0.0001399695,0.0003488775,0.0006316142,0.001073472,0.01509435,0.9162198,0.05914506],"study_design_scores_gemma":[0.00002530555,0.00003024184,0.03672363,0.0003098061,0.00003685315,0.00006654928,0.001298775,0.0002700956,0.001816328,0.001209707,0.9581692,0.00004350604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03149389,0.02232424,0.002473031,0.1132658,0.006017589,0.0006688139,0.05122526,0.0006842174,0.7718471],"genre_scores_gemma":[0.1431667,0.03016125,0.00447185,0.01441634,0.0006810728,0.0001208524,0.02927466,0.0003532832,0.777354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04745231,"threshold_uncertainty_score":0.3442923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004594614262096424,"score_gpt":0.2192716296683016,"score_spread":0.2146770154062052,"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."}}