{"id":"W3116483939","doi":"10.1002/eap.2281","title":"Short‐term effects of wildfire in boreal peatlands: Does fire mitigate the linear footprint of oil and gas exploration?","year":2020,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Magna International (Canada); Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Peat; Taiga; Boreal; Environmental science; Biodiversity; Disturbance (geology); Ecology; Fire regime; Oil sands; Ecosystem; Agroforestry; Geography; Geology; Asphalt; Biology","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":[0.0001510766,0.0001000375,0.0001925199,0.000009666,0.00006681857,0.000008147667,0.0002225855,0.00006915363,0.00004726434],"category_scores_gemma":[0.00008619902,0.00005783349,0.00003952303,0.000229165,0.0002275525,0.00005582215,0.0001661178,0.0001159093,0.00002827996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002904234,"about_ca_system_score_gemma":0.000005017962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000878987,"about_ca_topic_score_gemma":0.0001571697,"domain_scores_codex":[0.9991189,0.00008759643,0.0002703488,0.0002541329,0.0001347415,0.0001343044],"domain_scores_gemma":[0.9992611,0.0003671214,0.00008573598,0.0001989346,0.000005591666,0.00008154209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006229225,0.0008423622,0.614751,0.0004079508,0.0000365066,0.00001086727,0.002055071,0.0005347528,0.02626022,0.0007687496,0.0002540922,0.3540161],"study_design_scores_gemma":[0.0002997147,0.0002882919,0.9840289,0.00002451357,0.00001812023,0.000001747525,0.00008457721,0.00717816,0.005054757,0.0007322786,0.002163786,0.0001251158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945552,0.00004028834,0.0001415337,0.003545447,0.00001302995,0.00045867,0.000008688804,0.00002640784,0.001210784],"genre_scores_gemma":[0.9987972,0.000111103,0.0002739672,0.00008119437,0.00003265739,0.000655612,0.00001364359,0.000006314098,0.00002828931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3692779,"threshold_uncertainty_score":0.2358381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0092551562657377,"score_gpt":0.2206016626669777,"score_spread":0.21134650640124,"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."}}