{"id":"W3176026734","doi":"10.3389/fevo.2021.676961","title":"A Disrupted Historical Fire Regime in Central British Columbia","year":2021,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Fire regime; Fire history; Environmental science; Geography; Range (aeronautics); Fire ecology; Physical geography; Spatial ecology; Disturbance (geology); Ecology; Climate change; Geology; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003040067,0.0002158977,0.0003411046,0.002330868,0.004508626,0.002609548,0.00113273,0.0004684745,0.003547395],"category_scores_gemma":[0.001446691,0.0002962016,0.000165997,0.005353634,0.001129718,0.0005431427,0.0009287976,0.0009163892,0.0004176783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02966883,"about_ca_system_score_gemma":0.01701415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927639,"about_ca_topic_score_gemma":0.9981012,"domain_scores_codex":[0.9993936,0.00003750879,0.00003239633,0.0001314219,0.000154017,0.0002510223],"domain_scores_gemma":[0.9985791,0.00007587274,0.0001739718,0.00005909156,0.0007029409,0.000409061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001440973,0.0001299782,0.9243721,0.0001436867,0.0001318713,0.001133746,0.006221525,0.0007096414,0.001664135,0.0007615327,0.01062603,0.05396171],"study_design_scores_gemma":[0.000004347113,0.000007119518,0.9859173,0.00008415562,0.00001579986,0.0001222006,0.005792448,0.0002877196,0.00007424151,0.00006977185,0.007602119,0.00002274477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818835,0.001565423,0.0001640123,0.0007360808,0.0000412731,0.00003625012,0.003069902,0.00004864761,0.01245484],"genre_scores_gemma":[0.9944209,0.0007356529,0.0001371263,0.0002805287,0.000007304345,0.00002226997,0.001289059,0.0000193445,0.003087687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02966883,"threshold_uncertainty_score":0.2152635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002577032023798628,"score_gpt":0.1654287207756801,"score_spread":0.1628516887518815,"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."}}