{"id":"W2156733446","doi":"10.5539/jms.v3n2p100","title":"Evaluation of Safety and Health Performance on Construction Sites (Kuala Lumpur)","year":2013,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Kuala lumpur; Work (physics); Business; Environmental health; Operations management; Transport engineering; Engineering; Marketing; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01157509,0.00007989088,0.0002460417,0.0001973464,0.0004236826,0.00000790259,0.00006205295,0.00005981994,0.0001912267],"category_scores_gemma":[0.0003694596,0.00006114005,0.0000305083,0.0001511569,0.0001080579,0.0002478472,0.00006389016,0.000341136,0.00000316255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005817071,"about_ca_system_score_gemma":0.0007634297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009841427,"about_ca_topic_score_gemma":0.00001151364,"domain_scores_codex":[0.9971197,0.0009187982,0.0007852277,0.0001252193,0.0007874828,0.0002635386],"domain_scores_gemma":[0.9966798,0.0003007436,0.0004878648,0.0001309107,0.002240047,0.0001605954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147452,0.0000599364,0.6203728,0.002097777,0.00003006913,2.928981e-7,0.0004355917,0.00005447309,3.209221e-7,0.002884078,0.0005326563,0.3732173],"study_design_scores_gemma":[0.001362801,0.0005664027,0.9813361,0.0001182031,0.00002971011,0.000001836662,0.004664653,0.003419556,0.000001026597,0.00741702,0.00103827,0.00004439633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867983,0.0003753968,0.0001928363,0.007201259,0.0001323681,0.001781357,0.000002646933,0.000004654351,0.003511112],"genre_scores_gemma":[0.9975708,0.001601036,0.0003616307,0.0001716032,0.00006982078,0.0000267933,0.000003247646,0.000004283227,0.0001908153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3731729,"threshold_uncertainty_score":0.4011717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07599476198459378,"score_gpt":0.4586808022687817,"score_spread":0.3826860402841879,"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."}}