{"id":"W2031638524","doi":"10.1371/journal.pone.0087852","title":"Examining Historical and Current Mixed-Severity Fire Regimes in Ponderosa Pine and Mixed-Conifer Forests of Western North America","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Fire ecology; Fire regime; Ecology; Geography; Ecological succession; Disturbance (geology); Biota; Forest management; Fire protection; Environmental science; Agroforestry; Forestry; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021166,0.0001537059,0.0003703246,0.00003823596,0.00004340693,0.00001473712,0.000120607,0.00005102655,0.00002397092],"category_scores_gemma":[0.0001561722,0.0001465813,0.00001611526,0.0001425324,0.0001314627,0.0001743473,0.0001990264,0.0001470915,0.00002595314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831061,"about_ca_system_score_gemma":0.000005221934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009694371,"about_ca_topic_score_gemma":0.002389028,"domain_scores_codex":[0.998706,0.0001263661,0.0002657421,0.0003565549,0.0003100416,0.0002352705],"domain_scores_gemma":[0.9993142,0.0001793307,0.0001378622,0.0002420808,0.000007145351,0.000119384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001574559,0.0003702113,0.9540954,0.0001591103,0.00001036955,0.000002758513,0.0002746627,0.00000489429,0.0009202774,9.939196e-7,0.0001612806,0.04398432],"study_design_scores_gemma":[0.0004028131,0.0002553283,0.9923669,0.0001645983,0.00002162138,0.000003172738,0.00001246815,0.005217146,0.0005776061,0.00001570287,0.0007944955,0.0001681362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989555,0.0004391538,0.00004936548,0.00009902615,0.00007003997,0.0002312206,0.000005873974,0.00002441053,0.0001254228],"genre_scores_gemma":[0.9993584,0.00007783368,0.0003164939,0.00002462113,0.00003542127,0.00002141448,0.000005517432,0.00001542915,0.0001448616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04381618,"threshold_uncertainty_score":0.5977414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417587006799488,"score_gpt":0.2032791808886402,"score_spread":0.1791033108206453,"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."}}