{"id":"W3007453275","doi":"","title":"Holocene changes in fire frequency in north-western boreal forest of Quebec, Canada","year":2004,"lang":"en","type":"article","venue":"AGUFM","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Holocene; Taiga; Boreal; Physical geography; Fire history; Geography; Fire regime; Oceanography; Climatology; Geology; Forestry; Archaeology; Climate change; Ecology; Ecosystem","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":[0.0001030762,0.0001136675,0.0001814921,0.00003261686,0.00001522536,0.000005524021,0.0002174435,0.0000526251,0.00004123523],"category_scores_gemma":[0.00002745785,0.0001093275,0.00001558512,0.0003145717,0.00005211431,0.0001099839,0.00006211078,0.00009817374,0.00002907666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007762428,"about_ca_system_score_gemma":0.00007937537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998164,"about_ca_topic_score_gemma":0.9999889,"domain_scores_codex":[0.9990352,0.00003388912,0.0002011342,0.0002160345,0.0002330476,0.0002806674],"domain_scores_gemma":[0.9996068,0.00003349848,0.00007216654,0.0002225059,0.000003206949,0.00006175928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003741672,0.00004265055,0.9931248,0.00002183022,0.000001647051,0.0001194398,0.0002865736,0.003212102,0.0001555691,0.00000467773,0.000061419,0.002965544],"study_design_scores_gemma":[0.0003850342,0.00004048569,0.9981781,0.00005134724,0.000001520202,0.000003720545,0.00003004922,0.000279834,0.0007947276,0.00002939704,0.00009085271,0.0001148963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981511,0.0000750095,0.000001861143,0.0005187555,0.0001046137,0.0002260815,0.00001188313,0.00001024117,0.0009004356],"genre_scores_gemma":[0.9996735,0.00001167991,0.00003331351,0.0001356021,0.0000185126,0.00002422899,0.00001241712,0.00001202555,0.00007875518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00505333,"threshold_uncertainty_score":0.4458244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005357929227407738,"score_gpt":0.185695787808353,"score_spread":0.1803378585809452,"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."}}