{"id":"W2068793398","doi":"10.1029/2011jg001707","title":"Quantifying burned area for North American forests: Implications for direct reduction of carbon stocks","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Fisheries Development Board; U.S. Department of Agriculture","keywords":"Environmental science; Data set; Satellite; Biomass (ecology); Physical geography; Geography; Meteorology; Geology; Mathematics; Statistics","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":[0.003086844,0.0009405853,0.0006849931,0.005748652,0.0006265896,0.001800968,0.0008905411,0.0004219386,0.002701286],"category_scores_gemma":[0.004880839,0.0003190515,0.0005843084,0.008622959,0.0003849064,0.002046649,0.0006199429,0.0004706907,0.0002326708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030293,"about_ca_system_score_gemma":0.003088373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06659184,"about_ca_topic_score_gemma":0.1599165,"domain_scores_codex":[0.9992142,0.000228922,0.00009592948,0.000174657,0.0002575634,0.00002875473],"domain_scores_gemma":[0.9982102,0.000476892,0.0003902228,0.0001061455,0.0007654199,0.00005117473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002981006,0.0001602915,0.2357672,0.01189875,0.001118703,0.0001612772,0.001075835,0.0280419,0.006042575,0.02267193,0.01705723,0.6757063],"study_design_scores_gemma":[0.00003143294,0.0002816896,0.6885599,0.007677013,0.001447834,0.0003077017,0.003276656,0.03413649,0.01221418,0.03368457,0.2182098,0.0001728057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2597006,0.5187842,0.1052054,0.01048846,0.00150187,0.0007502516,0.06145717,0.0005194171,0.04159262],"genre_scores_gemma":[0.706506,0.1590037,0.114058,0.0009991262,0.000708446,0.0005456688,0.01381216,0.0001439165,0.004222926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9334081,"threshold_uncertainty_score":0.1324085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692789151775499,"score_gpt":0.3419326246822583,"score_spread":0.2650047331645033,"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."}}