{"id":"W4385667909","doi":"10.1029/2023gb007813","title":"The Role of Wildfires in the Interplay of Forest Carbon Stocks and Wood Harvest in the Contiguous United States During the 20th Century","year":2023,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"HORIZON EUROPE European Research Council; Universität für Bodenkultur Wien; Austrian Science Fund; European Commission","keywords":"Environmental science; Stock (firearms); Ecosystem; Climate change; Biomass (ecology); Agroforestry; Forestry; Land use, land-use change and forestry; Carbon sequestration; Primary production; Land use; Grazing; Forest ecology; Ecology; Geography; Carbon dioxide; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005832727,0.0001669504,0.0001331521,0.0006706131,0.0004920745,0.001069605,0.0002511626,0.0003047344,0.001065343],"category_scores_gemma":[0.001491533,0.0001541636,0.0001846417,0.0009240003,0.0004871027,0.0006070782,0.0008452104,0.0005045884,0.0001105811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007444173,"about_ca_system_score_gemma":0.0005059179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08087999,"about_ca_topic_score_gemma":0.1484173,"domain_scores_codex":[0.9998406,0.00003046591,0.00002065642,0.00004440464,0.00002743168,0.00003643334],"domain_scores_gemma":[0.9992236,0.0001047077,0.0003394786,0.00004725591,0.0001516788,0.0001333169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005559693,0.00003254583,0.9782277,0.00003782165,0.0000858493,0.000145561,0.0008112394,0.0008285412,0.0003580048,0.0009054687,0.001389868,0.01712165],"study_design_scores_gemma":[0.000002366798,0.00001121617,0.9958348,0.00003229569,0.00002405823,0.00004488279,0.0006835423,0.0008057212,0.0001003144,0.000376366,0.002076945,0.000007336772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994255,0.00138324,0.0001922488,0.000788482,0.00003768809,0.000003516495,0.00086753,0.000008087441,0.002464212],"genre_scores_gemma":[0.9981589,0.0007258512,0.0001034088,0.0001380667,0.00003491305,0.000003735882,0.0005325313,0.000005067429,0.0002976986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08087999,"threshold_uncertainty_score":0.1608184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002880459391643021,"score_gpt":0.2060395247941896,"score_spread":0.2031590654025466,"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."}}