{"id":"W2924324279","doi":"10.1002/ajim.22966","title":"Workplace heat exposure, health protection, and economic impacts: A case study in Canada","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wet-bulb globe temperature; Medicine; Occupational safety and health; Productivity; Environmental health; Occupational medicine; Environmental science; Occupational exposure; Meteorology; Air temperature; Geography; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007362457,0.0006420506,0.0005088293,0.001831943,0.01196475,0.002215677,0.001622028,0.001488629,0.00238359],"category_scores_gemma":[0.001851698,0.0003751372,0.0007196824,0.005000889,0.001545137,0.0004413913,0.001928435,0.001574423,0.000181506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0710219,"about_ca_system_score_gemma":0.07892901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957001,"about_ca_topic_score_gemma":0.9979452,"domain_scores_codex":[0.9985002,0.0001551926,0.00004402142,0.0001000765,0.000429873,0.0007706614],"domain_scores_gemma":[0.9983277,0.0002025686,0.0001513778,0.00004407733,0.0006353128,0.0006390688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003317276,0.001116923,0.8080506,0.0007218875,0.0002007634,0.05776126,0.05566116,0.00343116,0.001494417,0.004379588,0.01340248,0.05344793],"study_design_scores_gemma":[0.00006084125,0.0003662607,0.7542507,0.0007456086,0.0001803013,0.009095118,0.2048531,0.005935524,0.0005198426,0.0008625185,0.02296592,0.000164231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870837,0.001315671,0.0003631267,0.001585547,0.00002882769,0.0002134059,0.0008694892,0.00001357791,0.008526633],"genre_scores_gemma":[0.993521,0.001858227,0.0007048666,0.0004563432,0.00001324142,0.00004676877,0.000261902,0.0000117829,0.003125744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0710219,"threshold_uncertainty_score":0.5153024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757905046978758,"score_gpt":0.3085101758112014,"score_spread":0.2509311253414139,"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."}}