{"id":"W6693182","doi":"10.1159/000233450","title":"Construction Can Be Hazardous to Your Health","year":2008,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exhibition","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research","funders":"","keywords":"Hazardous waste; Business; Environmental health; Engineering; Medicine; Waste management","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"],"consensus_categories":[],"category_scores_codex":[0.0009046861,0.0002064073,0.0003181519,0.0002436472,0.003174991,0.00001097504,0.0001096644,0.0001930358,0.000558774],"category_scores_gemma":[0.0001795234,0.0001802979,0.00002780919,0.0002888586,0.00009824119,0.0001907454,0.0001630591,0.000633706,0.000278643],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544489,"about_ca_system_score_gemma":0.006637653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003375555,"about_ca_topic_score_gemma":0.0004799863,"domain_scores_codex":[0.996913,0.0004519056,0.0007349502,0.0004467927,0.0006870597,0.0007663356],"domain_scores_gemma":[0.9981145,0.0002759591,0.000202697,0.0001626388,0.000569849,0.0006743751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398928,0.0004631089,0.5883539,0.001387194,0.00006835853,0.0000463861,0.04495,0.000005671488,0.001420167,0.03886206,0.07947882,0.2435654],"study_design_scores_gemma":[0.001118428,0.000171425,0.9297349,0.0007550564,0.00000276953,0.00003538452,0.003551725,0.00006943893,0.0001840997,0.001071908,0.06299425,0.0003105532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512374,0.000075042,0.001249238,0.04043406,0.001505395,0.001769897,0.00005918451,0.0001150814,0.003554709],"genre_scores_gemma":[0.9787362,0.0002911981,0.006648873,0.007911706,0.0002098535,0.0006621632,0.0004608912,0.00001938478,0.005059726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.341381,"threshold_uncertainty_score":0.9989938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636058896576147,"score_gpt":0.4481926016415935,"score_spread":0.2845867119839788,"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."}}