{"id":"W4408119161","doi":"10.1108/ecam-11-2024-1517","title":"Enhancing construction workers’ health and safety: mechanisms for implementing Construction 4.0 technologies in construction organizations","year":2025,"lang":"en","type":"article","venue":"Engineering Construction & Architectural Management","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Construction site safety; Business; Construction engineering; Construction industry; Occupational safety and health; Engineering; Engineering management; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007067425,0.0005445629,0.0001759298,0.002030507,0.001477983,0.003810276,0.0008074782,0.001392269,0.004610675],"category_scores_gemma":[0.01649757,0.0004305064,0.0005889043,0.0008018719,0.004189274,0.001594857,0.002945199,0.0008446472,0.0003312644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00256431,"about_ca_system_score_gemma":0.01086394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004452018,"about_ca_topic_score_gemma":0.004838921,"domain_scores_codex":[0.9947323,0.003052317,0.000241057,0.0003852945,0.0007350001,0.0008540787],"domain_scores_gemma":[0.9796348,0.00849372,0.007412273,0.0009281365,0.001914631,0.00161645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000204846,0.002568524,0.6689925,0.001362353,0.0002941094,0.0006509238,0.033222,0.004936393,0.009930038,0.05127479,0.001782999,0.2247806],"study_design_scores_gemma":[0.0001444826,0.002117242,0.8487654,0.001915043,0.0003703819,0.0004728406,0.07412122,0.008231785,0.009488927,0.03270327,0.02149818,0.0001711263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409732,0.0007006977,0.02040186,0.005753041,0.0000384199,0.0006300166,0.00005875837,0.0001397702,0.03130417],"genre_scores_gemma":[0.9942898,0.0001757234,0.00456414,0.0001864211,0.000006209967,0.0001209713,0.00001296622,0.000004603739,0.000639171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007067425,"threshold_uncertainty_score":0.03737658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004505919126639348,"score_gpt":0.1932083672691746,"score_spread":0.1887024481425353,"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."}}