{"id":"W2606604582","doi":"10.1097/jom.0000000000000986","title":"Green Collar Workers","year":2017,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College","funders":"National Institute for Occupational Safety and Health","keywords":"Collar; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0004494404,0.00006220851,0.0001403578,0.00003897623,0.0008826599,0.00002189566,0.0001564927,0.00004520877,0.0005150181],"category_scores_gemma":[0.00009319498,0.0000484638,0.00002744505,0.00001188074,0.0009903271,0.0003105402,0.00003563428,0.000101299,0.000007648898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008523191,"about_ca_system_score_gemma":0.00003866233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005577194,"about_ca_topic_score_gemma":0.0001853947,"domain_scores_codex":[0.999082,0.00003554534,0.0002288148,0.00006537898,0.000461442,0.0001268248],"domain_scores_gemma":[0.9993328,0.00007640857,0.00032031,0.00007918877,0.000006735459,0.0001845939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001747149,0.0000597264,0.9803415,0.00003315628,0.00002611829,0.00002587147,0.00327966,0.000003974204,0.0001943135,0.001597308,0.003067211,0.01119645],"study_design_scores_gemma":[0.0005729963,0.0001481336,0.9431756,0.0001230948,0.00004014034,0.00001420706,0.0123466,0.000004277618,0.000008040194,0.0004851453,0.04302676,0.00005503286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788197,0.001949232,0.00003713821,0.01213935,0.0003978715,0.00007525347,0.000009255998,0.00000254959,0.006569599],"genre_scores_gemma":[0.9912208,0.005765673,0.0001554476,0.0007165218,0.0008655199,0.000001082689,0.000003420872,0.000004047369,0.001267434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03995955,"threshold_uncertainty_score":0.6788795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501205861481726,"score_gpt":0.3590422596440975,"score_spread":0.3089216734959249,"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."}}