{"id":"W3018953065","doi":"","title":"Holocene Fires and Atmospheric Carbon Emissions Modeling in Eastern Canada","year":2004,"lang":"en","type":"article","venue":"AGUFM","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Holocene; Environmental science; Climatology; Greenhouse gas; Atmospheric sciences; Meteorology; Physical geography; Geography; Oceanography; Geology; Archaeology","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":[0.0003886335,0.000473312,0.0004362529,0.0005392067,0.002174613,0.001437176,0.001538587,0.000937838,0.001850681],"category_scores_gemma":[0.00115914,0.0004197577,0.0005218121,0.0009097973,0.0005480625,0.0005785694,0.0003888466,0.0007969889,0.0001485813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02074412,"about_ca_system_score_gemma":0.01291246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914602,"about_ca_topic_score_gemma":0.9918144,"domain_scores_codex":[0.9998727,0.00001553383,0.000006729873,0.00002905062,0.0000208758,0.00005519883],"domain_scores_gemma":[0.999619,0.0001061026,0.0000271006,0.00001735943,0.0001543876,0.00007601182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002559873,0.0001249695,0.1063155,0.00004453274,0.0001592819,0.0001939385,0.0002073594,0.8785395,0.0008459291,0.001216124,0.001819129,0.01027782],"study_design_scores_gemma":[0.00005356203,0.00001482153,0.0541036,0.00001688189,0.00005262187,0.0000225348,0.0004100596,0.9422494,0.0006918683,0.0003970986,0.001958861,0.00002869234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996545,0.0002307871,0.0004605815,0.0002055656,0.00001505347,0.000007943931,0.0006875707,0.00005782539,0.001789617],"genre_scores_gemma":[0.9968591,0.0001390157,0.0006129694,0.00003286138,0.000004696421,0.000006782804,0.0005788923,0.00002081109,0.001744719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074412,"threshold_uncertainty_score":0.1505098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00727776197604401,"score_gpt":0.1860969703067751,"score_spread":0.1788192083307311,"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."}}