{"id":"W2096793240","doi":"10.1088/1748-9326/2/4/044003","title":"Drought effects on large fire activity in Canadian and Alaskan forests","year":2007,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; U.S. Bureau of Land Management; National Center for Atmospheric Research; Purdue University; U.S. Forest Service; National Science Foundation","keywords":"Environmental science; Disturbance (geology); Flammability; Ecosystem; Climate change; Forest ecology; Global warming; Fire ecology; Fire regime; Global change; Climatology; Physical geography; Ecology; Geography; Geology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0003594788,0.0001347847,0.0001524704,0.0006880849,0.0008728128,0.0004887592,0.0001648941,0.0001174211,0.0007560325],"category_scores_gemma":[0.00114961,0.00006479765,0.0001496097,0.001066218,0.0002404828,0.0002043457,0.0003345056,0.0001798561,0.00003888351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372446,"about_ca_system_score_gemma":0.00234199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8837413,"about_ca_topic_score_gemma":0.9590266,"domain_scores_codex":[0.9998499,0.00001791377,0.000009064218,0.00002943618,0.00004412366,0.000049555],"domain_scores_gemma":[0.9994667,0.00009301919,0.00009256521,0.00002028045,0.0001857539,0.0001417009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003132754,0.00004560268,0.9736062,0.00003148519,0.0001161277,0.00009943476,0.0004064373,0.002226217,0.002073023,0.0001158879,0.0006788509,0.02028744],"study_design_scores_gemma":[0.000002044389,0.000006162609,0.9986925,0.000004652074,0.00001833921,0.00001945702,0.0003054451,0.0003851466,0.000130135,0.00002819179,0.0004030899,0.000004848379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983015,0.0002303384,0.00003668278,0.00003246021,0.000003971133,0.000002026914,0.0006526837,0.000003007131,0.0007373044],"genre_scores_gemma":[0.9989944,0.000190157,0.00005694307,0.00001300655,0.000002702122,0.000001667535,0.000567326,0.000001231143,0.0001725029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162587,"threshold_uncertainty_score":0.2338868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824442833985112,"score_gpt":0.2609838738514939,"score_spread":0.2527394455116428,"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."}}