{"id":"W4210827976","doi":"10.1080/07366981.2022.2035483","title":"AUDITING HEALTH AND SAFETY PRACTICES IN MEGA CONSTRUCTION PROJECTS","year":2022,"lang":"en","type":"article","venue":"EDPACS","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mega-; Audit; Liberian dollar; Public relations; Political science; Management; Accounting; Business; Finance; Economics","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":[0.003107684,0.0001828465,0.0001316482,0.002317178,0.0006826603,0.0006319082,0.0004496788,0.0002861971,0.02191739],"category_scores_gemma":[0.0124886,0.0002689568,0.0001621344,0.001260408,0.0002270585,0.0005906536,0.001214826,0.0003863464,0.003125906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007798356,"about_ca_system_score_gemma":0.001434996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220059,"about_ca_topic_score_gemma":0.0222798,"domain_scores_codex":[0.9983302,0.0005148584,0.0001205746,0.0001063635,0.0007954839,0.0001326048],"domain_scores_gemma":[0.9884017,0.003254594,0.002518962,0.0006424742,0.00397713,0.00120504],"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":[0.0002980739,0.0003048392,0.2683987,0.0004978527,0.0000238407,0.0003054357,0.003598194,0.0008644563,0.002337299,0.0004985792,0.08481871,0.638054],"study_design_scores_gemma":[0.00002566461,0.0005618626,0.9258317,0.0008892102,0.00001578967,0.0006926639,0.007411464,0.002525619,0.003438318,0.0005953218,0.05796282,0.00004962135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754923,0.001391688,0.006343656,0.004289053,0.0002702537,0.0008202801,0.003132257,0.001234069,0.1070266],"genre_scores_gemma":[0.9555963,0.001489188,0.01234393,0.0002870513,0.00006944111,0.000265633,0.0009572891,0.00008944948,0.02890165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02191739,"threshold_uncertainty_score":0.07332104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659453181187022,"score_gpt":0.5183504004864063,"score_spread":0.3524050823677042,"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."}}