{"id":"W2611423550","doi":"10.1111/oik.04208","title":"Ecosystem memory of wildfires affects resilience of boreal mixedwood biodiversity after retention harvest","year":2017,"lang":"en","type":"article","venue":"Oikos","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; University of Alberta","funders":"","keywords":"Boreal; Understory; Ecosystem; Ecology; Biodiversity; Biology; Environmental science; Canopy","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":[0.0005130687,0.0001390171,0.0002618302,0.00003959522,0.0001696574,0.00003446092,0.0005685809,0.00009388474,0.00023077],"category_scores_gemma":[0.0001339121,0.0001284061,0.0001051061,0.00006825309,0.0002778391,0.0005294872,0.0003236759,0.0000748732,0.0002734829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009653623,"about_ca_system_score_gemma":0.00001085653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005100927,"about_ca_topic_score_gemma":0.002582633,"domain_scores_codex":[0.9986877,0.0001241577,0.0002176811,0.0003280466,0.0004181989,0.0002242187],"domain_scores_gemma":[0.9985387,0.00005754424,0.0004502288,0.0008521202,0.0000133824,0.00008801874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008225119,0.00008522402,0.97302,0.0002038827,0.00001676048,0.00002347051,0.0001993898,0.00001763125,0.02011228,0.000007581483,0.002454286,0.003777297],"study_design_scores_gemma":[0.0003512811,0.0001567121,0.9460996,0.0001499206,0.00002238929,0.000005346008,0.00003841024,0.0004813374,0.05220463,0.000009935286,0.0003523016,0.0001281731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912712,0.00003101494,0.00001705736,0.00007855218,0.0003397113,0.0003466376,0.00008826359,0.00002227897,0.0078053],"genre_scores_gemma":[0.9994975,0.000006785506,0.0001978908,0.00001256146,0.00001729947,0.00001308623,0.000004333422,0.000007384124,0.0002431928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03209235,"threshold_uncertainty_score":0.771111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00713782873047008,"score_gpt":0.1993974078821696,"score_spread":0.1922595791516995,"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."}}