{"id":"W4297200107","doi":"10.1556/1848.2022.00487","title":"Towards better control of chemical risks associated with mining operations in Quebec (Canada) Part 2: Ranking of the potential effects of chemicals on the health of mining workers","year":2022,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Trois-Rivières","keywords":"Business; Harm; Government (linguistics); Revenue; Occupational safety and health; Environmental health; Finance; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166161,0.0000602469,0.0002876219,0.00005510304,0.0001058254,0.000001445199,0.0002489492,0.00001977959,0.00003003367],"category_scores_gemma":[0.0005564058,0.00003681146,0.00003431367,0.0003192142,0.00009912022,0.00002147045,0.00007622232,0.0002028396,1.879097e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141222,"about_ca_system_score_gemma":0.0009009493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066764,"about_ca_topic_score_gemma":0.002420333,"domain_scores_codex":[0.9983283,0.0001010318,0.0005841086,0.000101137,0.0007347841,0.0001506107],"domain_scores_gemma":[0.9981742,0.001291733,0.0003218254,0.00007673955,0.0001052966,0.00003020537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002220815,0.0009761977,0.3629971,0.05583272,0.000995504,0.000004695026,0.01196342,0.3424661,0.08265752,0.05510635,0.002739169,0.08204041],"study_design_scores_gemma":[0.006441048,0.0007675358,0.7135404,0.08135165,0.0001082705,0.000002557027,0.006194163,0.1745545,0.01538079,0.0001567396,0.0009666687,0.0005356261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950054,0.000847356,0.0001492249,0.002956269,0.0001202241,0.0005825736,0.00003586016,0.000001575988,0.0003014614],"genre_scores_gemma":[0.9991918,0.0001444974,0.0001865058,0.0003552657,0.00001633132,0.00009293829,0.000005021157,0.000003537943,0.000004153841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505433,"threshold_uncertainty_score":0.9959204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913030258137991,"score_gpt":0.3579192225719744,"score_spread":0.3287889199905946,"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."}}