{"id":"W169488812","doi":"10.1016/b978-012088778-1/50016-9","title":"Wildfire and Tree Population Processes","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ecology; Geography; Fire ecology; Natural (archaeology); Population; Environmental resource management; Environmental science; Biology; Ecosystem; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001446269,0.0004578572,0.0002733276,0.0004605969,0.0001825075,0.001433909,0.0004111632,0.0005509607,0.03228056],"category_scores_gemma":[0.0002546468,0.000254616,0.0001891272,0.0007265398,0.0004615729,0.001436117,0.0002657071,0.0007431071,0.0047597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004827206,"about_ca_system_score_gemma":0.0002398277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203563,"about_ca_topic_score_gemma":0.009552693,"domain_scores_codex":[0.9999694,0.000004996714,0.000001273736,0.000009339008,0.00001254123,0.000002504592],"domain_scores_gemma":[0.9999274,0.00004175455,0.000004969275,0.000007439773,0.00001243875,0.000005987577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000230199,0.00009069543,0.002711526,0.0001911331,0.00004144712,0.0001982104,0.0005943387,0.01168859,0.001802639,0.3276661,0.1172372,0.5377552],"study_design_scores_gemma":[0.000008699571,0.00001657249,0.007027142,0.0002167276,0.0000312885,0.0003272882,0.0002756146,0.009052385,0.0002889815,0.3389184,0.6438206,0.00001634554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01556374,0.05927441,0.03079834,0.003256551,0.001206332,0.00002513762,0.0003978939,0.0002959876,0.8891814],"genre_scores_gemma":[0.09371351,0.04966256,0.0071277,0.0005782672,0.0009976627,0.00002975997,0.0004275857,0.0001827742,0.8472802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03228056,"threshold_uncertainty_score":0.1079893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104957453989918,"score_gpt":0.2202437275045442,"score_spread":0.209194152964645,"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."}}