{"id":"W4327521957","doi":"10.1071/wf22205","title":"Climate forcing of regional fire years in the upper Great Lakes Region, USA","year":2023,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; University of Alberta","funders":"U.S. Geological Survey; U.S. Forest Service; Nordisk Ministerråd; Joint Fire Science Program; Wisconsin Department of Natural Resources","keywords":"Fire regime; Forcing (mathematics); Climatology; Geography; Climate change; Environmental science; Fire ecology; Physical geography; Mediterranean climate; Radiative forcing; Ecosystem; Ecology; Oceanography; Geology; Archaeology","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":[0.0002261552,0.0001224635,0.0001199179,0.0005100566,0.0002929022,0.0004375379,0.000251029,0.0001365631,0.0008619143],"category_scores_gemma":[0.0007885897,0.0001077948,0.0001694859,0.00056913,0.0002599707,0.0002156632,0.0004798005,0.000187014,0.0000661052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006259957,"about_ca_system_score_gemma":0.0003990702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1280423,"about_ca_topic_score_gemma":0.2678841,"domain_scores_codex":[0.9999119,0.00002207912,0.000005969206,0.00002973358,0.00001284796,0.00001742202],"domain_scores_gemma":[0.9996581,0.00007742725,0.0001140734,0.00002401124,0.00005221531,0.0000742084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005301231,0.00002081076,0.9884708,0.00001918521,0.0001113102,0.0001577177,0.0004820254,0.003133421,0.001405818,0.0001465654,0.001015217,0.004983977],"study_design_scores_gemma":[0.000002218593,0.000003928695,0.997954,0.000003309306,0.000009899529,0.00001747473,0.0001543041,0.001506342,0.00005483313,0.00003900563,0.000252216,0.000002431618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987466,0.00007073513,0.00008894249,0.00009104302,0.000002302711,0.00000218706,0.0004625566,0.00001676948,0.0005188311],"genre_scores_gemma":[0.9995381,0.00003845705,0.00006851089,0.00001658142,0.000003556684,0.000003743999,0.0002311619,0.00000284835,0.00009710645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280423,"threshold_uncertainty_score":0.254594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452001569099449,"score_gpt":0.2485973305771732,"score_spread":0.2340773148861787,"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."}}