{"id":"W2618920351","doi":"","title":"Construction Safety Discipline: Termination or Rehabilitation?","year":2016,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Rehabilitation; Forensic engineering; Engineering; Medicine; Physical therapy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001084127,0.0001700004,0.0002079481,0.0001813722,0.0016529,0.0000136929,0.00009552619,0.0002156368,0.001490045],"category_scores_gemma":[0.0005286247,0.00009831915,0.00002462336,0.0001942476,0.00014434,0.0005910237,0.000133536,0.0002732139,0.0003346596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046144,"about_ca_system_score_gemma":0.00182129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001162494,"about_ca_topic_score_gemma":0.00009182889,"domain_scores_codex":[0.9974188,0.0005074222,0.0007487368,0.0003834724,0.0005035537,0.0004379913],"domain_scores_gemma":[0.9966514,0.002112731,0.0002224366,0.0001498133,0.0006420795,0.000221531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00328604,0.0002071405,0.2520542,0.0006112392,0.00002990074,0.000004932364,0.00503237,2.55223e-7,0.005709124,0.04834334,0.002389444,0.6823321],"study_design_scores_gemma":[0.001714477,0.0001900289,0.9736308,0.001530195,0.000006509559,0.000006428444,0.002236208,0.00007126587,0.0002638359,0.005682541,0.01444176,0.0002259545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556862,0.00003013529,0.01061094,0.02474991,0.001924885,0.001963321,0.00006033801,0.0001351322,0.004839103],"genre_scores_gemma":[0.9797278,0.00014829,0.009325869,0.000297044,0.0001758399,0.0007919885,0.0002127144,0.00001436497,0.009306107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7215766,"threshold_uncertainty_score":0.9996468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215368957534165,"score_gpt":0.442274971132173,"score_spread":0.3901212815568313,"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."}}