{"id":"W3045587699","doi":"10.3389/ffgc.2020.00087","title":"Patterns of Ecosystem Structure and Wildfire Carbon Combustion Across Six Ecoregions of the North American Boreal Forest","year":2020,"lang":"en","type":"article","venue":"Frontiers in Forests and Global Change","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph; Wilfrid Laurier University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Polar Knowledge Canada; National Aeronautics and Space Administration; National Science Foundation","keywords":"Ecoregion; Boreal; Taiga; Environmental science; Fire regime; Boreal ecosystem; Ecosystem; Climate change; Disturbance (geology); Physical geography; Ecology; Fire ecology; Terrestrial ecosystem; Forest ecology; Atmospheric sciences; Climatology; Forestry; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005856005,0.0001408954,0.0002832639,0.0000111148,0.0000475254,0.00001096139,0.0001800857,0.00005141548,0.000001112659],"category_scores_gemma":[0.00001787499,0.0001024036,0.00003582415,0.0002964952,0.0001812602,0.00008746714,0.0001928578,0.00008411072,1.622533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008690719,"about_ca_system_score_gemma":0.000004302659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01736047,"about_ca_topic_score_gemma":0.2625649,"domain_scores_codex":[0.9990847,0.00005944161,0.0002024063,0.0002419171,0.0001904684,0.0002210574],"domain_scores_gemma":[0.9995216,0.00001158587,0.0002004447,0.0001635364,0.000004816467,0.00009803442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002964492,0.000012012,0.991827,0.00009616122,0.000009815029,0.000002781805,0.0009640748,0.0000434606,0.000002962576,0.00000792699,0.0002669019,0.00673725],"study_design_scores_gemma":[0.0003160378,0.0001630128,0.9865991,0.00005427673,0.00001291525,0.00000540735,0.0002921499,0.01226172,0.00001637967,0.00003003316,0.000150466,0.00009850953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982486,0.000120735,0.00003174946,0.0002728845,0.0002360908,0.000456386,0.0005875966,0.000009229096,0.00003674388],"genre_scores_gemma":[0.9997531,0.00003373965,0.00005374727,0.00007761936,0.00004548782,0.00001133627,0.00001507496,0.000008685825,0.000001216286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452044,"threshold_uncertainty_score":0.989183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843052488122748,"score_gpt":0.2079383618303884,"score_spread":0.1995078369491609,"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."}}