{"id":"W35809248","doi":"10.1111/dmcn.15343","title":"Implementing an Arc Flash Protective Clothing Program that Works","year":2006,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tyndale University","funders":"","keywords":"Clothing; Flash (photography); Arc (geometry); Business; Computer science; Engineering; Art; Political science; Visual arts; Mechanical 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":[0.0008186268,0.0003653153,0.000123628,0.0004032453,0.001005967,0.0007678999,0.0006448301,0.0006260402,0.01046309],"category_scores_gemma":[0.00182848,0.0001931354,0.0002296958,0.0001920985,0.0002155614,0.0004829103,0.000563086,0.0005399295,0.001829033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004833911,"about_ca_system_score_gemma":0.002848264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003095973,"about_ca_topic_score_gemma":0.007180005,"domain_scores_codex":[0.999167,0.0002114875,0.00003391961,0.00009185341,0.000356753,0.0001389836],"domain_scores_gemma":[0.9987481,0.0001796565,0.0001311992,0.0002193775,0.0004789374,0.0002426746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00042589,0.01353109,0.04350705,0.0003102934,0.00004663849,0.0005411617,0.002137087,0.005193704,0.06699239,0.00352068,0.0146135,0.8491806],"study_design_scores_gemma":[0.000824173,0.02550564,0.3098086,0.0004916101,0.0004422163,0.002628654,0.02078299,0.04407644,0.3205619,0.005533854,0.2691668,0.0001771794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7621562,0.00007127114,0.08350471,0.001915828,0.0002795543,0.002035832,0.0001330882,0.002884962,0.1470185],"genre_scores_gemma":[0.8239222,0.0001156451,0.1041744,0.0006011798,0.00003062437,0.0003774675,0.0001795995,0.0001074119,0.0704915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01046309,"threshold_uncertainty_score":0.03500253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08549163011713748,"score_gpt":0.388104045585511,"score_spread":0.3026124154683736,"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."}}