{"id":"W2913682385","doi":"10.18357/wg23201829","title":"Forests, fire histories, and futures of Columbian and Rocky Mountain forests, western Canada","year":2018,"lang":"en","type":"article","venue":"Western Geography","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Guelph","funders":"","keywords":"Geography; Forestry; Rainforest; Snag; Archaeology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001808107,0.0002189228,0.0002997789,0.0000517765,0.0001716757,0.00005209167,0.0002374355,0.00009683904,0.0000724188],"category_scores_gemma":[0.00001550399,0.0002224335,0.00004116184,0.0002285184,0.0003845473,0.000207675,0.000224904,0.00009938928,0.00001080015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011682,"about_ca_system_score_gemma":0.00003541606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7404538,"about_ca_topic_score_gemma":0.9914351,"domain_scores_codex":[0.9984702,0.00006501678,0.0002753842,0.0004378449,0.0003814982,0.0003700844],"domain_scores_gemma":[0.999182,0.00007267413,0.0001627528,0.0003826897,0.00001801872,0.0001818441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002098138,0.00001828362,0.9930656,0.00008431747,0.00002247769,0.000008150657,0.0003010856,0.000004371199,0.00009347003,0.000005227173,0.002310756,0.004065312],"study_design_scores_gemma":[0.0003743347,0.0002804605,0.9588611,0.00004612789,0.00002089684,0.00002409532,0.0000807203,0.0002903852,0.0001037116,0.00003892259,0.03964237,0.0002369219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979309,0.0006560422,0.00002329997,0.0001167144,0.0003964841,0.0004076578,0.00005947123,0.00003017219,0.0003791917],"genre_scores_gemma":[0.9991775,0.00001865401,0.00005873775,0.0002055925,0.00008991137,0.00002056803,0.00001137657,0.00002737143,0.0003902717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509812,"threshold_uncertainty_score":0.9070575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003056562209261363,"score_gpt":0.1794026875938268,"score_spread":0.1763461253845654,"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."}}