{"id":"W3166065928","doi":"10.1016/j.foreco.2021.119386","title":"Relating pre-fire canopy species, fire season, and proximity to surface waters to burn severity of boreal wildfires in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Global Water Futures","keywords":"Boreal; Taiga; Canopy; Environmental science; Fire regime; Fire ecology; Prescribed burn; Ecology; Wildfire suppression; Forestry; Geography; Ecosystem; Firefighting; 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":[0.0008247831,0.0002974915,0.0003058457,0.0009128124,0.001517221,0.000945325,0.0009334291,0.0003736882,0.001981972],"category_scores_gemma":[0.001795513,0.0002381997,0.0004674684,0.001656655,0.00057356,0.0002737399,0.0005037937,0.0005488542,0.0001851523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067227,"about_ca_system_score_gemma":0.01306404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936987,"about_ca_topic_score_gemma":0.9981634,"domain_scores_codex":[0.9995807,0.00005263161,0.00003153781,0.00006585033,0.0001211674,0.0001481274],"domain_scores_gemma":[0.9975302,0.0003474174,0.0003136212,0.00008122981,0.0009626718,0.0007650659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000197379,0.00004614032,0.9942985,0.00001328357,0.00006648465,0.00006945008,0.0003450216,0.0004208255,0.0002202306,0.0000520242,0.0007792241,0.003491492],"study_design_scores_gemma":[0.000003720447,0.00001007212,0.9986338,0.00001132241,0.00001715561,0.00002717371,0.000770763,0.000192616,0.00002773153,0.00001266873,0.0002887601,0.000004298382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971564,0.0004164038,0.00008468858,0.0001010515,0.00001096576,0.00001046758,0.001108931,0.000008016644,0.001103084],"genre_scores_gemma":[0.9964813,0.0003351329,0.0001390374,0.00005597514,0.000005343343,0.000005886804,0.001066015,0.000005175593,0.00190611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067227,"threshold_uncertainty_score":0.07743311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003392958100426225,"score_gpt":0.1801556972306955,"score_spread":0.1767627391302693,"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."}}