{"id":"W4293824847","doi":"10.1002/jqs.3466","title":"Late Pleistocene montane forest fire return interval estimates from Mount Kenya","year":2022,"lang":"en","type":"article","venue":"Journal of Quaternary Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Seventh Framework Programme; FP7 People: Marie-Curie Actions; Uppsala Universitet; Vetenskapsrådet; European Commission; Styrelsen för Internationellt Utvecklingssamarbete; British Institute in Eastern Africa; Canadian Centre for Applied Research in Cancer Control; Svenska Forskningsrådet Formas","keywords":"Charcoal; Environmental science; Physical geography; Vegetation (pathology); Hydrology (agriculture); Ecology; Geography; Forestry; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001769554,0.0001916434,0.0003152502,0.0001057569,0.0004756536,0.0001295882,0.001759783,0.00002952404,0.001371795],"category_scores_gemma":[0.0001104499,0.0001577432,0.0001255602,0.0004932403,0.0004107054,0.001198434,0.0008475513,0.0004324145,0.0001357301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374555,"about_ca_system_score_gemma":0.00007417305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006983744,"about_ca_topic_score_gemma":0.0002775562,"domain_scores_codex":[0.9968542,0.0001128849,0.0006108346,0.0003651926,0.001616427,0.0004404136],"domain_scores_gemma":[0.9985472,0.0001449992,0.0006585158,0.0003566849,0.00002984115,0.0002627911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000306168,0.0002358379,0.8470665,0.00001181275,0.00002964851,0.001481225,0.001606102,0.02640873,0.1100621,0.0000135554,0.002258761,0.01051956],"study_design_scores_gemma":[0.0005606399,0.001315949,0.5879263,0.00007423359,0.00002374937,0.0009329098,0.0001835798,0.4015695,0.003870538,0.0006892768,0.002563975,0.0002893373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967619,0.0001829206,0.0001691809,0.0007608333,0.001615484,0.0001603388,0.00002231785,0.00002377409,0.0003032061],"genre_scores_gemma":[0.9980124,0.00001074416,0.001368797,0.0002117387,0.0001169705,0.000007094235,0.000002047365,0.00001807608,0.0002521498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3751608,"threshold_uncertainty_score":0.9996288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011468571076161,"score_gpt":0.2290947946123858,"score_spread":0.2189801089016242,"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."}}