{"id":"W4288389010","doi":"10.1109/icolim56184.2022.9840568","title":"Arc Flash Risk Assessment According to Different Standards Using Several Software Tools","year":2022,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Busbar; Engineering; Arc flash; Software; Calculator; Reliability engineering; Electrical engineering; Computer science; Voltage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002752026,0.001403935,0.0007268497,0.006394068,0.0005222614,0.001848558,0.001255557,0.0007194761,0.005426609],"category_scores_gemma":[0.01175281,0.0004692987,0.001434024,0.002833285,0.0004537931,0.00155544,0.001441185,0.0007519037,0.001497038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006815042,"about_ca_system_score_gemma":0.0009689665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849807,"about_ca_topic_score_gemma":0.001751705,"domain_scores_codex":[0.9964528,0.0005743487,0.0005655554,0.0004802521,0.001755866,0.0001711068],"domain_scores_gemma":[0.9937915,0.002217261,0.0005155896,0.0008719277,0.002495183,0.0001085025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009633445,0.0004862002,0.03292063,0.001538479,0.0004314325,0.0005317983,0.001854754,0.1859259,0.03617498,0.01856011,0.01700407,0.7036083],"study_design_scores_gemma":[0.0002476688,0.0007115063,0.03276708,0.0006522303,0.0005480254,0.001103534,0.001164897,0.7297292,0.1429591,0.02000443,0.06964082,0.0004714429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1073084,0.000505969,0.8354273,0.0001705497,0.00007761621,0.0005730425,0.001948816,0.03755567,0.01643261],"genre_scores_gemma":[0.4272683,0.0007104476,0.5523933,0.00009758957,0.00003524483,0.001327772,0.006515372,0.004530557,0.007121323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006394068,"threshold_uncertainty_score":0.01815385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694709205078887,"score_gpt":0.279819167711184,"score_spread":0.2628720756603952,"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."}}