{"id":"W2800142411","doi":"10.7939/r39z90s01","title":"Application of Competency Management System in Safety Performance: A Case Study of a Canadian Structural Steel and Erection Industry","year":2017,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Business; Forensic engineering; Operations management","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":[0.003267729,0.0005799007,0.0002999004,0.001800053,0.008926347,0.001821974,0.001877321,0.0017889,0.001864115],"category_scores_gemma":[0.00522688,0.0002488256,0.0003160224,0.001463155,0.002269586,0.0006392252,0.001534951,0.001442261,0.0002532293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02737431,"about_ca_system_score_gemma":0.02744769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7355802,"about_ca_topic_score_gemma":0.8884294,"domain_scores_codex":[0.9969183,0.001049726,0.00007663132,0.0002154931,0.0009353429,0.0008045243],"domain_scores_gemma":[0.9972667,0.0007016268,0.0002223313,0.00008016441,0.0009677972,0.0007614853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005769828,0.00772891,0.2662173,0.0006324636,0.00009777155,0.02833629,0.3998541,0.01880532,0.01892564,0.01446295,0.009678834,0.2346835],"study_design_scores_gemma":[0.0001206524,0.002832814,0.3614447,0.0003418826,0.00007789885,0.002640599,0.5305077,0.03335455,0.0080923,0.00120949,0.05915068,0.0002266417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917719,0.00006986295,0.001106121,0.0006545307,0.00001009172,0.0001751935,0.00003175003,0.00001204012,0.006168516],"genre_scores_gemma":[0.9917554,0.0002062183,0.003029683,0.0001011987,0.000005596899,0.00003977478,0.00003841012,0.00000958477,0.004814131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2644198,"threshold_uncertainty_score":0.531954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044596030100715,"score_gpt":0.318960200142525,"score_spread":0.2885142398415179,"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."}}