{"id":"W1545130138","doi":"10.1111/jbi.12533","title":"The climate space of fire regimes in north‐western North America","year":2015,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Natural Resources Canada; Canadian Forest Service","funders":"Great Northern Landscape Conservation Cooperative; U.S. Geological Survey","keywords":"Environmental science; Precipitation; Climatology; Flammability; Fire regime; Physical geography; Climate change; Climate model; Geography; Ecology; Ecosystem; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006200616,0.0001235309,0.0002672884,0.0001122986,0.00005527334,0.00002912682,0.0004325502,0.0000370178,0.00001179288],"category_scores_gemma":[0.00006366286,0.00007823854,0.0001753873,0.0009633263,0.0002402264,0.0002249478,0.0001085328,0.0001759458,0.00004278206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004884949,"about_ca_system_score_gemma":0.00001523725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007944663,"about_ca_topic_score_gemma":0.00307414,"domain_scores_codex":[0.9984651,0.0001437998,0.0004863327,0.0001190821,0.0005095207,0.0002761374],"domain_scores_gemma":[0.9987428,0.0001262535,0.0006944431,0.0002546831,0.00002989815,0.0001519838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000666074,0.00006479153,0.9888738,0.0000085563,0.00002138754,0.00002811251,0.0003997291,0.000233318,0.00006944154,8.295494e-7,0.00148628,0.00874715],"study_design_scores_gemma":[0.0003938029,0.0004342178,0.9703771,0.0000414955,0.00001572753,0.00003608247,0.0002589131,0.0001513252,0.0001107269,0.00001729231,0.02806275,0.0001005228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978221,0.0007632991,0.000008465376,0.0004650906,0.0002601894,0.000120603,0.00001173983,0.000006261757,0.0005422443],"genre_scores_gemma":[0.9992161,0.0004515747,0.0002026147,0.00005216575,0.00004758982,0.000002203119,0.000001157012,0.00001050286,0.0000160597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657647,"threshold_uncertainty_score":0.3190475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006896506003554935,"score_gpt":0.2075059597190365,"score_spread":0.2006094537154815,"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."}}