{"id":"W2508254053","doi":"10.3390/f7090187","title":"Vegetation Mortality within Natural Wildfire Events in the Western Canadian Boreal Forest: What Burns and Why?","year":2016,"lang":"en","type":"article","venue":"Forests","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; University of British Columbia","funders":"","keywords":"Vegetation (pathology); Taiga; Boreal; Disturbance (geology); Geography; Environmental science; Physical geography; Fire regime; Natural hazard; Fire ecology; Windthrow; Ecology; Forestry; Ecosystem; Meteorology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007695356,0.0002141443,0.0001537187,0.0006994192,0.001014606,0.0007304205,0.000543028,0.0002400313,0.000615174],"category_scores_gemma":[0.003015114,0.0001370741,0.0001949438,0.001015213,0.0007164429,0.0004911312,0.0003912909,0.0003031826,0.00007122239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706299,"about_ca_system_score_gemma":0.003545452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9410514,"about_ca_topic_score_gemma":0.9853092,"domain_scores_codex":[0.9996095,0.00005627185,0.00002202877,0.0000887966,0.0000969643,0.0001263952],"domain_scores_gemma":[0.9988933,0.0002112943,0.0003555992,0.00006544044,0.0002929606,0.0001814456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004038056,0.00001267106,0.9928123,0.00001196144,0.00001732586,0.00002233206,0.0005537968,0.0003672349,0.0001439785,0.00006563027,0.0002083286,0.005744105],"study_design_scores_gemma":[6.373891e-7,0.00000436242,0.9988514,0.000005581366,0.000004844238,0.00001267496,0.0005060646,0.0003999965,0.0000326266,0.00002666759,0.0001521681,0.000002999749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998697,0.0001943244,0.0001199427,0.00009373151,0.000002631178,0.000005395609,0.0003282859,0.000003410336,0.0005553032],"genre_scores_gemma":[0.9991641,0.0001170884,0.0001348321,0.00001593905,0.000002898537,0.000002937857,0.0003120061,0.000001753789,0.0002485945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05894864,"threshold_uncertainty_score":0.1185915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007405524855119019,"score_gpt":0.2252427173824262,"score_spread":0.2178371925273072,"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."}}