{"id":"W2101591296","doi":"10.1186/s12940-015-0055-2","title":"Identifying potential exposure reduction priorities using regional rankings based on emissions of known and suspected carcinogens to outdoor air in Canada","year":2015,"lang":"en","type":"article","venue":"Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; University of Victoria","funders":"Canadian Institutes of Health Research; Partenariat Canadien Contre Le Cancer","keywords":"Environmental science; Pollutant; Environmental protection; Emission inventory; Truck; Air pollution; Greenhouse gas; Criteria air contaminants; Air pollutants; Environmental health; Air quality index; Geography; Meteorology; Engineering; Ecology; Medicine","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":[0.0004711725,0.0001505104,0.0002364116,0.00007668135,0.0001994409,0.000006481868,0.00009240271,0.00005369495,0.0001487995],"category_scores_gemma":[0.00002131316,0.0001571414,0.00002389925,0.0001519782,0.0001143854,0.0001228247,0.00008520467,0.0001802153,0.000006283538],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877372,"about_ca_system_score_gemma":0.0005778915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6478388,"about_ca_topic_score_gemma":0.2093783,"domain_scores_codex":[0.998046,0.0001889189,0.0004155753,0.0003259101,0.0006075341,0.0004160146],"domain_scores_gemma":[0.9990466,0.00002807144,0.0001557537,0.0001812213,0.000002400161,0.0005859211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230716,0.0007011191,0.8021638,0.0003661414,0.0000173983,0.00006097909,0.02654301,0.1192279,0.0207731,0.00004148405,0.01103272,0.01784162],"study_design_scores_gemma":[0.001256838,0.0004604429,0.9821273,0.0001799665,0.000007381938,0.00003190895,0.007565687,0.006103657,0.0008731587,0.00009975298,0.001042492,0.000251418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952607,0.0001237153,0.0002399023,0.003709661,0.0001654972,0.0003947675,0.00003684954,0.000009590341,0.00005934938],"genre_scores_gemma":[0.9951582,0.00002546356,0.002686058,0.001984383,0.0000455112,0.00000568831,0.00001752955,0.0000154955,0.00006167498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4384604,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05756208967864102,"score_gpt":0.2963858311910534,"score_spread":0.2388237415124124,"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."}}