{"id":"W2063259384","doi":"10.1186/1750-0680-2-12","title":"An estimate of carbon emissions from 2004 wildfires across Alaskan Yukon River Basin","year":2007,"lang":"en","type":"article","venue":"Carbon Balance and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey","keywords":"Environmental science; Boreal; Greenhouse gas; Drainage basin; Ecosystem; Biomass (ecology); Land cover; Soil carbon; Climate change; Land use; Hydrology (agriculture); Global warming; Atmospheric sciences; Soil water; Ecology; Soil science; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001457433,0.0004286945,0.0001659918,0.0009630541,0.0003528967,0.0004043814,0.0002472216,0.0002868355,0.0004792239],"category_scores_gemma":[0.0003333029,0.0001616487,0.0003929358,0.0008123151,0.0000987163,0.0003556437,0.0002291557,0.0001508862,0.0001176263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019784,"about_ca_system_score_gemma":0.0006145604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08937065,"about_ca_topic_score_gemma":0.1506286,"domain_scores_codex":[0.9999084,0.000009484014,0.00001630656,0.00002452868,0.00002739077,0.00001379178],"domain_scores_gemma":[0.9997895,0.00003381606,0.00004189804,0.00001441204,0.0001043187,0.00001598734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000605415,0.00003475309,0.9580069,0.00008672641,0.000295807,0.0001843145,0.0001271031,0.02478203,0.003530059,0.00009536795,0.0004540423,0.01234227],"study_design_scores_gemma":[0.000006637128,0.0000334575,0.9789636,0.00003287411,0.0001495316,0.0001517825,0.0003865454,0.01532641,0.002719853,0.0001409445,0.002072433,0.00001603601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970556,0.00015232,0.0005826023,0.00001275068,0.000002789064,0.000005746841,0.001461744,0.00002549247,0.0007009236],"genre_scores_gemma":[0.9960648,0.0001897472,0.001088533,0.000009626365,0.000002192963,0.00001217894,0.002166715,0.000004540153,0.0004616913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08937065,"threshold_uncertainty_score":0.1777009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004494432894678958,"score_gpt":0.2405797469457488,"score_spread":0.2360853140510699,"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."}}