{"id":"W4237098997","doi":"10.31223/x57s6s","title":"Exposures and behavioral responses to wildfire smoke","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of California, Santa Barbara; Robert Wood Johnson Foundation","keywords":"Smoke; Stressor; Environmental science; Environmental health; Pollution; Human health; Business; Psychology; Meteorology; Geography; Ecology; 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":[0.0005196688,0.0001573354,0.0001414499,0.0002065,0.0002783922,0.0005804708,0.0001482924,0.0004826035,0.003513376],"category_scores_gemma":[0.001527359,0.0001140847,0.0002096063,0.0001766033,0.0002865482,0.0002795921,0.0004032798,0.0004980199,0.0003685204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369568,"about_ca_system_score_gemma":0.0001982074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009023988,"about_ca_topic_score_gemma":0.01656095,"domain_scores_codex":[0.9998,0.00006864391,0.000007316809,0.00004812525,0.00003213917,0.00004375252],"domain_scores_gemma":[0.9994448,0.0001683947,0.000158053,0.00005108706,0.0000538495,0.0001237989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004549213,0.000939278,0.9703236,0.00003376015,0.000109824,0.00007635559,0.001376442,0.0005329481,0.009272747,0.0004778885,0.0009114289,0.01549076],"study_design_scores_gemma":[0.000003491352,0.0001532922,0.9971263,0.000006602085,0.00001349364,0.00002302368,0.000852868,0.0004514553,0.0005986652,0.0002865738,0.000479238,0.00000503448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976736,0.00003827441,0.0001661395,0.0001251153,0.0000071779,0.000006751699,0.0001896016,0.000005209722,0.001788241],"genre_scores_gemma":[0.9983162,0.00007390333,0.0001684062,0.0001390535,0.000008776206,0.00001338442,0.0002239185,0.000002759897,0.001053582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009023988,"threshold_uncertainty_score":0.01794297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313202621363709,"score_gpt":0.3947139182715742,"score_spread":0.2633936561352033,"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."}}