{"id":"W257650140","doi":"10.18848/1835-7156/cgp/v01i03/37265","title":"Influence of Climate Change, Fire, Insect and Harvest on Carbon Dynamics for Jack Pine in Central Canada: Simulation Approach with the EFIMOD Model","year":2009,"lang":"en","type":"article","venue":"The International Journal of Climate Change Impacts and Responses","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insect; Climate change; Environmental science; Ecology; Carbon fibers; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006759671,0.0001306992,0.0001858035,0.0000633677,0.0000669953,0.00004468505,0.0002200688,0.00003569539,0.000001235419],"category_scores_gemma":[0.0001184262,0.00006771303,0.00002504816,0.00008311773,0.00008346776,0.0002655488,0.00004955663,0.0001238834,7.517752e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555927,"about_ca_system_score_gemma":0.00003622812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01159699,"about_ca_topic_score_gemma":0.05060498,"domain_scores_codex":[0.998887,0.00008661631,0.000264027,0.0001108087,0.0004173668,0.0002341548],"domain_scores_gemma":[0.999036,0.0003880917,0.0003646981,0.00009381176,0.00004807381,0.00006936575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0200689,0.000457075,0.1163659,0.0002134269,0.0001260372,0.00007536831,0.008278585,0.7914897,0.003487659,0.0004700991,0.00004680121,0.05892048],"study_design_scores_gemma":[0.0005799189,0.0004474644,0.5197016,0.0001979202,0.00001294042,0.00005301981,0.00009604388,0.4787008,0.00009935108,0.00003166313,0.000013142,0.00006611153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957258,0.000157759,0.00002646082,0.003423974,0.00005022669,0.0003934069,0.0001112732,0.000002772481,0.0001083497],"genre_scores_gemma":[0.9982039,0.001087539,0.00004657063,0.0005597917,0.00007650296,0.000008309242,0.00000361758,0.000009449876,0.000004264216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4033358,"threshold_uncertainty_score":0.9949849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260340410169904,"score_gpt":0.2624523784580816,"score_spread":0.2364183374410912,"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."}}