{"id":"W4385236848","doi":"10.1109/esw49992.2023.10188246","title":"Advancing Electrical Safety Towards a Global Electrical Work Safety Standard","year":2023,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Legislation; Work (physics); Safety standards; International standard; Engineering; National Electrical Code; Commission; Risk analysis (engineering); Functional safety; European union; Business; Computer science; Telecommunications; International trade; Electrical engineering; Mechanical engineering; Reliability engineering; Political science; Finance; Law","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":[0.02904146,0.001202159,0.0007379432,0.004610209,0.002147796,0.01247339,0.002480006,0.004578358,0.005571135],"category_scores_gemma":[0.02260457,0.00043082,0.001097488,0.003272468,0.004528561,0.01231962,0.007928451,0.00616989,0.003866137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005776579,"about_ca_system_score_gemma":0.02123498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005938285,"about_ca_topic_score_gemma":0.004436422,"domain_scores_codex":[0.9709913,0.00679262,0.002276224,0.001675815,0.0167884,0.001475667],"domain_scores_gemma":[0.9602576,0.004298041,0.001780351,0.003020982,0.02908702,0.00155591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004538952,0.0002937626,0.004146488,0.0008771647,0.00003919622,0.0002171632,0.002581991,0.00649553,0.003984588,0.6864552,0.06131577,0.2335478],"study_design_scores_gemma":[0.0000142221,0.0002075039,0.003548816,0.001702107,0.00004626124,0.0002482363,0.004042386,0.003391228,0.003617706,0.1675384,0.8155825,0.00006056813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02383339,0.008996768,0.4506489,0.08675709,0.005994557,0.001030966,0.0006392901,0.001591519,0.4205074],"genre_scores_gemma":[0.2532075,0.0230142,0.6059638,0.02824725,0.00265644,0.001311973,0.004103289,0.0009952057,0.08050034],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02904146,"threshold_uncertainty_score":0.1535877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441103945233812,"score_gpt":0.3684779565429535,"score_spread":0.3340669170906153,"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."}}