{"id":"W3092951083","doi":"10.1108/ijbpa-03-2020-0018","title":"A critical analysis of safety performance indicators in construction","year":2020,"lang":"en","type":"article","venue":"International Journal of Building Pathology and Adaptation","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance indicator; Scopus; Audit; Safety culture; Originality; Economic indicator; Empirical research; Business; Engineering; Risk analysis (engineering); Operations management; Accounting; Marketing; Psychology; Management; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009854605,0.00005276913,0.0002354496,0.0009961483,0.00008649931,0.000003227226,0.0001115601,0.00009950734,0.00009052378],"category_scores_gemma":[0.001587399,0.00004806894,0.00005129592,0.0006212349,0.0001134656,0.0002028322,0.00003330732,0.0004238008,0.000001523159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000639835,"about_ca_system_score_gemma":0.0002335685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052479,"about_ca_topic_score_gemma":0.00001001179,"domain_scores_codex":[0.9983528,0.0002895044,0.0008306156,0.00009771396,0.0003031462,0.0001262612],"domain_scores_gemma":[0.9980199,0.0009277385,0.0004281613,0.00003267674,0.0004968386,0.00009469073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001476943,0.00003698705,0.9101498,0.00007340327,0.000136221,0.00004186721,0.003291307,0.002639018,0.0006512785,0.01601973,0.000009437867,0.06547397],"study_design_scores_gemma":[0.0008842415,0.0002098272,0.959291,0.000115776,0.00007045826,0.00002631243,0.001133685,0.03743787,0.00005475834,0.0004116957,0.0003161104,0.00004823329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976225,0.0001082937,0.01866932,0.004226742,0.0004039511,0.00008203729,0.00002228314,0.000003607971,0.00025874],"genre_scores_gemma":[0.9923334,0.0003397318,0.00679972,0.0003717678,0.0001355589,0.000003365461,0.00001023646,0.000003295737,0.000002919129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06542575,"threshold_uncertainty_score":0.1960195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704921165623556,"score_gpt":0.455428847043815,"score_spread":0.3849367304814594,"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."}}