{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002563591,0.0002225428,0.0002859718,0.0002676123,0.001197777,0.0006844893,0.0003131946,0.0001379892,0.0002371889],"category_scores_gemma":[0.00008551562,0.0001627792,0.00006686697,0.0004450367,0.00007428718,0.001428908,0.0002444912,0.0002724361,0.00008131038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005756278,"about_ca_system_score_gemma":0.0002658555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007984832,"about_ca_topic_score_gemma":0.0005226631,"domain_scores_codex":[0.9965925,0.0003329813,0.0006841999,0.0006568357,0.00124536,0.0004881869],"domain_scores_gemma":[0.9986199,0.0002283748,0.000348773,0.0002328288,0.0004421592,0.0001279404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008725064,0.0002819268,0.02704004,0.000009100811,0.00003244207,0.000008973321,0.002619177,0.00001714432,0.002982483,0.003911173,0.0004125189,0.9625978],"study_design_scores_gemma":[0.001114579,0.0002167271,0.7532371,0.0005798721,0.00005014311,0.00002050373,0.01309199,0.00924429,0.01472701,0.1880274,0.0187867,0.0009036657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969543,0.000082818,0.02541784,0.001234378,0.0002417878,0.0006673909,0.000003707402,0.0001098244,0.002699238],"genre_scores_gemma":[0.9782242,0.00002535113,0.01957159,0.0001084986,0.0000852762,0.0002889932,0.0001383663,0.00001046065,0.001547325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9616941,"threshold_uncertainty_score":0.9212452,"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."}}