{"id":"W4361273034","doi":"10.1038/s41467-023-37311-4","title":"Elevation-dependent intensification of fire danger in the western United States","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Joint Fire Science Program","keywords":"Elevation (ballistics); Snowmelt; Global warming; Environmental science; Climate change; Physical geography; Geography; Ecology; Snow; Meteorology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001678956,0.00007965356,0.00007474402,0.0004262426,0.000238378,0.0003088356,0.0001141489,0.0001126128,0.0006320803],"category_scores_gemma":[0.000422912,0.00005771095,0.00008726851,0.000564414,0.0001464789,0.0001889839,0.0002860209,0.0002072405,0.0000522445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004212218,"about_ca_system_score_gemma":0.0002827707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06780343,"about_ca_topic_score_gemma":0.2238725,"domain_scores_codex":[0.9999362,0.00001490835,0.000006029759,0.00001545535,0.00001369101,0.00001363075],"domain_scores_gemma":[0.999737,0.00002587849,0.0001253187,0.00001685899,0.00005772827,0.0000372689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000837882,0.00003112309,0.9861504,0.00001453451,0.00003613679,0.0001118448,0.0003305369,0.0002925536,0.001160405,0.00007324212,0.000433568,0.01128174],"study_design_scores_gemma":[6.833466e-7,0.000007284298,0.9991751,0.000004396479,0.000004409908,0.00002840081,0.0001985231,0.0001468854,0.00009063091,0.0000160284,0.0003264672,0.000001075814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984079,0.000182136,0.00008542799,0.00008373173,0.000005969829,0.000002692186,0.0002464677,0.000004047764,0.0009816641],"genre_scores_gemma":[0.9993048,0.0001638269,0.0001086192,0.00003729718,0.000006570129,0.000002683452,0.0002135201,0.000001030216,0.0001617286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06780343,"threshold_uncertainty_score":0.1348175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028021770284384,"score_gpt":0.2824458259152737,"score_spread":0.2621656082124298,"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."}}