{"id":"W4413605415","doi":"10.64628/aam.dy736jcds","title":"Wildfire smoke is an increasing threat to Canadians’ health","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Smoke; Environmental health; Environmental planning; Geography; Meteorology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009579394,0.0004430474,0.0003253146,0.001009273,0.002913512,0.003128179,0.0003900582,0.001254461,0.02471429],"category_scores_gemma":[0.00378357,0.0001623143,0.000504401,0.002286894,0.0008895921,0.0006552619,0.0007613487,0.001089331,0.0008236624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01680046,"about_ca_system_score_gemma":0.03429829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9799895,"about_ca_topic_score_gemma":0.9839917,"domain_scores_codex":[0.9990273,0.00005955118,0.00001094601,0.0000608817,0.0006014502,0.0002399938],"domain_scores_gemma":[0.9985433,0.0001949339,0.00009481618,0.00006451458,0.0008569707,0.0002455293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000283798,0.00009839387,0.07541455,0.0004972913,0.0002860845,0.0005585038,0.001897181,0.008063418,0.001974767,0.0885954,0.6352218,0.1871088],"study_design_scores_gemma":[0.00005880462,0.0000417853,0.2207795,0.0003885934,0.0001683585,0.0002145333,0.00789074,0.01267937,0.001654622,0.0644012,0.6916032,0.0001191613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.254764,0.02243012,0.007392513,0.1541145,0.005687724,0.0001197593,0.01895448,0.0007391997,0.5357977],"genre_scores_gemma":[0.8430377,0.01571682,0.004014697,0.00513059,0.001203259,0.00002735718,0.004225862,0.0001970459,0.1264467],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02471429,"threshold_uncertainty_score":0.1218964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090646386267386,"score_gpt":0.385082073126343,"score_spread":0.1760174344996044,"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."}}