{"id":"W2017476784","doi":"10.1086/322826","title":"The Efficacy of Construction Site Safety Inspections","year":2001,"lang":"en","type":"article","venue":"Journal of Labor Economics","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Work (physics); Sample (material); Business; Occupational safety and health; Risk analysis (engineering); Measure (data warehouse); Risk assessment; Transport engineering; Operations management; Engineering; Computer science; Computer security; Medicine; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393101,0.00006416409,0.0002164808,0.0001171906,0.0007837311,0.000007277251,0.0001546034,0.00009162723,0.0002214837],"category_scores_gemma":[0.0005835811,0.00004545619,0.00008920642,0.0001949831,0.0001165584,0.0001576798,0.00003184595,0.0005918924,0.00006668035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865103,"about_ca_system_score_gemma":0.001133982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006107122,"about_ca_topic_score_gemma":0.0003247065,"domain_scores_codex":[0.9982466,0.0002230159,0.001093692,0.00006869198,0.0001129826,0.0002550571],"domain_scores_gemma":[0.9959648,0.002255152,0.0008447237,0.0001647758,0.000617294,0.000153238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003718961,0.0001214239,0.8833966,0.00006543007,0.00009873079,0.000003901068,0.0008968601,0.0008981596,0.00006319293,0.06130088,0.002009581,0.04742625],"study_design_scores_gemma":[0.001492908,0.0001592872,0.7327624,0.00005144421,0.00001262169,0.00003984762,0.0008500162,0.0002328053,0.00001199175,0.001801518,0.2625361,0.00004907582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834943,0.0002572404,0.000157207,0.006457654,0.001651443,0.0002508367,0.0000503978,0.000006084187,0.007674877],"genre_scores_gemma":[0.9826496,0.01360076,0.001179653,0.0003551407,0.00144649,0.000006864659,0.000006311727,0.00001673425,0.0007385004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605265,"threshold_uncertainty_score":0.6027905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451418265335291,"score_gpt":0.4197578788289807,"score_spread":0.3746160522954516,"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."}}