{"id":"W2096046558","doi":"10.1177/0018726709339863","title":"Socially constructing safety","year":2009,"lang":"en","type":"article","venue":"Human Relations","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Workers Compensation Board of Manitoba","keywords":"Situated; Organizational safety; Sociology; Safety culture; Engineering ethics; Phenomenon; Public relations; Organizational culture; Organizational studies; Epistemology; Political science; Management; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006468926,0.00008033893,0.0001401148,0.0001058141,0.003548968,0.00000681843,0.0001047064,0.0001663207,0.004064454],"category_scores_gemma":[0.0003408791,0.00007924707,0.00005225095,0.0002268886,0.00005837617,0.0001215274,0.00002531503,0.0007649193,0.001820521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046931,"about_ca_system_score_gemma":0.0007646618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000431859,"about_ca_topic_score_gemma":0.0001305305,"domain_scores_codex":[0.9983153,0.0003020581,0.0005092822,0.0001665694,0.0002621197,0.0004447103],"domain_scores_gemma":[0.9985628,0.0007278636,0.000130989,0.0001839856,0.0002234058,0.0001709833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000320203,0.00003294218,0.1336467,0.00002007132,0.000006842489,0.000001735631,0.001120054,0.00001450127,0.0001008243,0.8465827,0.006781672,0.01166004],"study_design_scores_gemma":[0.0006403477,0.00005953214,0.9173456,0.00005742892,0.000006392127,0.000001039473,0.0006220924,0.00007571635,0.00000115656,0.04987177,0.03122055,0.00009833181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09018215,0.00006498641,0.001332718,0.009370004,0.0003221667,0.0009202538,0.00003263725,0.000200431,0.8975747],"genre_scores_gemma":[0.9825218,0.00001119039,0.002400385,0.001080801,0.0005314567,0.00003572536,0.0001130119,0.00001045644,0.01329515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8923396,"threshold_uncertainty_score":0.9989567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184763606848616,"score_gpt":0.5138932090629768,"score_spread":0.3954168483781152,"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."}}