{"id":"W4392760477","doi":"10.5194/egusphere-egu24-12769","title":"Impact of Canadian Wildfires 2023 on North Atlantic&amp;#8217;s Region Air Quality: An Analysis Using ASDC Data","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air quality index; Quality (philosophy); Environmental science; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006881643,0.0005568038,0.0002982583,0.001288235,0.001318847,0.001359105,0.000680783,0.0004091595,0.0007648162],"category_scores_gemma":[0.001330509,0.0001644154,0.0008311864,0.002197325,0.0004211495,0.0002830377,0.0005342413,0.000516465,0.0001552471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167408,"about_ca_system_score_gemma":0.01744095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944555,"about_ca_topic_score_gemma":0.9957179,"domain_scores_codex":[0.9992644,0.00003743476,0.00002216147,0.0000883516,0.0004091817,0.0001783989],"domain_scores_gemma":[0.9984052,0.0001317085,0.0001601612,0.00006485447,0.001045116,0.0001930071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145466,0.00007136162,0.9669106,0.0000622907,0.0002666578,0.0002219892,0.0001647247,0.0127456,0.001085827,0.000388222,0.004881086,0.01305615],"study_design_scores_gemma":[0.000007150171,0.00001574391,0.9837373,0.00001569939,0.00005830595,0.00002588012,0.0005311699,0.01227419,0.0004420502,0.00004607589,0.002825772,0.00002057955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977684,0.0003230327,0.000324703,0.0005049105,0.00002589957,0.00003352277,0.0166734,0.00004729114,0.004383279],"genre_scores_gemma":[0.9873833,0.0002930079,0.0005279799,0.0001190412,0.000008599547,0.00001357122,0.0105648,0.000009198241,0.001080498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167408,"threshold_uncertainty_score":0.1214635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09426184490158827,"score_gpt":0.344621430382317,"score_spread":0.2503595854807287,"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."}}