{"id":"W4229451675","doi":"10.1371/journal.pone.0268236","title":"Conservation planning integrating natural disturbances: Estimating minimum reserve sizes for an insect disturbance in the boreal forest of eastern Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Memorial University of Newfoundland; University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Wilburforce Foundation","keywords":"Disturbance (geology); Spruce budworm; Nature reserve; Biodiversity; Salvage logging; Taiga; Ecology; Environmental science; Choristoneura fumiferana; Boreal; Geography; Snag; Environmental resource management; Habitat; Biology; Tortricidae","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00077209,0.0004057045,0.0002768518,0.001435119,0.001092096,0.001388537,0.001208024,0.0002891237,0.0008106774],"category_scores_gemma":[0.003626948,0.0002659418,0.0003486117,0.001429341,0.0006199994,0.0004860325,0.0005323366,0.0003457586,0.00004083141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01429507,"about_ca_system_score_gemma":0.01195727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727223,"about_ca_topic_score_gemma":0.9860242,"domain_scores_codex":[0.9996908,0.0000469526,0.00001368703,0.00007952013,0.00007734645,0.0000917806],"domain_scores_gemma":[0.99892,0.0004102736,0.0001977963,0.00006228955,0.000266405,0.0001432784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001760587,0.00008061856,0.4714973,0.0001063591,0.0001481988,0.0002120739,0.0006121972,0.4628346,0.0008262282,0.00268753,0.001436575,0.05938214],"study_design_scores_gemma":[0.00002130407,0.00003656599,0.2857161,0.00004867458,0.00005806997,0.00007224871,0.001148364,0.7087402,0.0005745282,0.001713059,0.001821357,0.0000494735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756521,0.0005332681,0.0187955,0.000199929,0.00000699247,0.00009197326,0.001448916,0.0001420006,0.003129307],"genre_scores_gemma":[0.9894776,0.0001013218,0.009504886,0.000008788546,0.000001458888,0.0000128584,0.0005051494,0.000009551601,0.0003784731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02727771,"threshold_uncertainty_score":0.1037185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752335273400575,"score_gpt":0.2330212108149321,"score_spread":0.1954978580809264,"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."}}