{"id":"W2907378135","doi":"10.1111/jabr.12155","title":"Safety culture research and practice: A review of 30 years of research collaboration","year":2018,"lang":"en","type":"review","venue":"Journal of Applied Biobehavioral Research","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Construct (python library); Safety culture; Knowledge translation; Peer review; Organizational culture; Knowledge management; Engineering ethics; Psychology; Public relations; Political science; Management; Engineering; Computer science","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.1428469,0.0004186429,0.003255223,0.003676041,0.001451592,0.00005783221,0.001734375,0.001613879,0.0008339043],"category_scores_gemma":[0.02202714,0.0003179607,0.0003599222,0.00896615,0.002857221,0.000365526,0.001385344,0.01363675,0.0003860052],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182969,"about_ca_system_score_gemma":0.02350904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002207638,"about_ca_topic_score_gemma":0.00003846855,"domain_scores_codex":[0.9647455,0.01608297,0.005231474,0.0007951592,0.01104562,0.002099231],"domain_scores_gemma":[0.9363123,0.01611759,0.002763496,0.001227114,0.04253666,0.00104285],"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":[0.003753991,0.000838036,0.00004344132,0.2668565,0.00008697433,0.00007676805,0.001444873,3.725746e-8,0.00004844737,0.003476238,0.09851076,0.624864],"study_design_scores_gemma":[0.000755555,0.002744088,0.0001384064,0.1393712,0.0001427274,0.00003799173,0.003159085,3.862139e-7,0.000007027712,0.0005470541,0.852914,0.0001824612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002219738,0.9781681,0.000002026025,0.0005687665,0.0003277492,0.008401631,0.0003737565,0.000009606668,0.01192638],"genre_scores_gemma":[0.0001797071,0.9954748,0.001270333,0.00004259166,0.001364551,0.0005177005,0.0001257727,0.0001040985,0.000920494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7544032,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5334277223472893,"score_gpt":0.7097431531914498,"score_spread":0.1763154308441605,"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."}}