{"id":"W4284666990","doi":"10.1038/s41562-022-01396-6","title":"Exposures and behavioural responses to wildfire smoke","year":2022,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":189,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Stanford Research Computing Center, Stanford University; University of California, Santa Barbara; Robert Wood Johnson Foundation","keywords":"Smoke; Environmental science; Environmental health; Psychology; Medicine; Geography; Meteorology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005478132,0.0002261061,0.000207294,0.0001092356,0.0008173975,0.00006815414,0.0004452434,0.000150804,0.002253172],"category_scores_gemma":[0.00004689762,0.0002299715,0.00006664283,0.0002709459,0.00008353264,0.0001492598,0.0007434097,0.0008713508,0.00005790751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178868,"about_ca_system_score_gemma":0.00000931043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998547,"about_ca_topic_score_gemma":0.0006755696,"domain_scores_codex":[0.997885,0.0002560103,0.0002297237,0.0005562083,0.0006852245,0.0003878317],"domain_scores_gemma":[0.9992086,0.00005684948,0.00008185978,0.0004369378,0.000005321555,0.0002103887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000461413,0.0000991118,0.9764926,0.000002636433,0.000003865702,0.0001089596,0.0006121304,0.000006014842,0.008093361,0.00004699513,0.01318764,0.001300494],"study_design_scores_gemma":[0.0003372378,0.0004443909,0.9901535,0.000007273708,0.00002575162,0.0001054894,0.0001684968,0.000009241937,0.0006923869,0.00003237164,0.0077294,0.0002944748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974796,0.0001897867,8.043649e-7,0.0004015133,0.0004446103,0.0005359984,0.00006550297,0.0001315097,0.0007506847],"genre_scores_gemma":[0.9957319,6.967053e-7,0.0001221655,0.000757992,0.00005115427,0.0001916681,0.00002298122,0.00004294399,0.003078483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366083,"threshold_uncertainty_score":0.9986589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412706466379494,"score_gpt":0.2652219659415713,"score_spread":0.2510949012777763,"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."}}