{"id":"W4392758779","doi":"10.5194/egusphere-egu24-14762","title":"Climate change has increased fire PM2.5 and its associated health burden","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Climate change; Environmental science; Environmental health; Natural resource economics; Climatology; Environmental planning; Economics; Medicine; Geology; Oceanography","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":[0.0003994333,0.0002821193,0.0002250511,0.0001824364,0.0002578001,0.0004286359,0.0002853078,0.0006095251,0.000952892],"category_scores_gemma":[0.0006980578,0.0001347597,0.0007687397,0.0003301294,0.000197144,0.0003686963,0.0002519435,0.0003583304,0.0000779886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958717,"about_ca_system_score_gemma":0.0005550343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04055836,"about_ca_topic_score_gemma":0.03284002,"domain_scores_codex":[0.9998838,0.00004008922,0.000005714084,0.00003079163,0.00001680344,0.00002274854],"domain_scores_gemma":[0.9998167,0.0000834187,0.00003139726,0.00001814858,0.00002869925,0.0000216611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002107459,0.0001336112,0.1981264,0.00007471757,0.0002497321,0.000202881,0.00007018558,0.7881506,0.004094295,0.001057038,0.000537462,0.007092279],"study_design_scores_gemma":[0.00007450909,0.0003158482,0.2117222,0.00002429749,0.0002091976,0.0001510938,0.0002286966,0.7794797,0.004046472,0.001196223,0.002508241,0.00004339624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956917,0.0001409558,0.002116424,0.0001797522,0.00002512739,0.000007496399,0.0005236291,0.00003358884,0.001281373],"genre_scores_gemma":[0.9983266,0.0001163829,0.001007987,0.00002086297,0.000008235078,0.000004926937,0.0003037709,0.000005942307,0.0002052357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04055836,"threshold_uncertainty_score":0.08064461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453937974784232,"score_gpt":0.3464796773042866,"score_spread":0.2010858798258634,"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."}}