{"id":"W4366827888","doi":"10.21203/rs.3.rs-2774294/v1","title":"Drought triggers and sustains overnight fires in North America","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Thompson Rivers University; Canadian Forest Service; University of Alberta","funders":"","keywords":"Environmental science; Climatology; Dryness; Geostationary orbit; Diurnal cycle; Daytime; Climate change; Meteorology; Atmospheric sciences; Satellite; Geography; Ecology; Biology; Geology","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":[0.0001834584,0.0001087876,0.000140493,0.0002845464,0.0003725649,0.0003548771,0.0001303378,0.0001782106,0.002387818],"category_scores_gemma":[0.0004167115,0.00008602993,0.0001023617,0.0003529784,0.0002006417,0.0003561171,0.0003988937,0.0002619445,0.0001371957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003789773,"about_ca_system_score_gemma":0.0002166477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093059,"about_ca_topic_score_gemma":0.05226455,"domain_scores_codex":[0.9999255,0.00001163862,0.000002915653,0.00002183062,0.00001213563,0.00002603428],"domain_scores_gemma":[0.9997221,0.0000492357,0.000106316,0.00001633259,0.000046753,0.00005938155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784905,0.0001126925,0.9457829,0.0001323166,0.00008820323,0.0002744538,0.0006328402,0.001083902,0.0177107,0.0002299099,0.002541449,0.03113226],"study_design_scores_gemma":[0.000001786214,0.00001129974,0.9982827,0.000008348215,0.000004447276,0.00002191533,0.0002961087,0.0003507024,0.0001904849,0.00009625563,0.0007338566,0.000002110365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975944,0.0003332683,0.0001729235,0.0001130412,0.00001110994,0.000002929247,0.0004291481,0.00001333167,0.001329739],"genre_scores_gemma":[0.9992455,0.0001548154,0.00009149063,0.00003804756,0.00001764501,0.000002784672,0.0002946034,0.000003767715,0.0001513911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02093059,"threshold_uncertainty_score":0.04161751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270054827210409,"score_gpt":0.3330983357032956,"score_spread":0.3003977874311915,"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."}}