{"id":"W3145343671","doi":"10.1007/s10531-021-02162-2","title":"Garry oak ecosystem stand history in Southwest British Columbia, Canada: implications of environmental change and indigenous land use for ecological restoration and population recovery","year":2021,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; Pacific Institute for Climate Solutions","keywords":"Edaphic; Geography; Marsh; Ecology; Ecosystem; Population; Wetland","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001453306,0.00005192216,0.0001168404,0.00001558661,0.0001481995,0.00004112859,0.00002502342,0.00007588138,0.00003721795],"category_scores_gemma":[0.0000359531,0.00008070141,0.00001030815,0.00004238435,0.00004561885,0.0003080647,0.00005068392,0.00003422773,5.82711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005851665,"about_ca_system_score_gemma":0.00004157933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8100895,"about_ca_topic_score_gemma":0.989861,"domain_scores_codex":[0.9994084,0.00006946208,0.0001391221,0.0002102842,0.00008251524,0.00009025784],"domain_scores_gemma":[0.9996831,0.00009455298,0.0001043412,0.00006550606,0.000008586435,0.00004386541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001368025,0.00003149528,0.9965129,0.00004414068,0.000004268538,0.00000410493,0.0002262885,0.000001465804,0.0004661415,8.513428e-7,0.001055065,0.001639633],"study_design_scores_gemma":[0.0003790324,0.00005532377,0.9954271,0.00001802032,0.00001440921,0.00001379977,0.0001650327,0.0001672124,0.000006553318,0.00001162056,0.003657682,0.00008419916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979312,0.000288819,0.000007324487,0.0001707921,0.0000636531,0.0004555343,0.001071316,0.000005876487,0.000005506573],"genre_scores_gemma":[0.9992234,0.0001543083,0.00008737513,0.0002187312,0.000007259622,0.0000180564,0.0002539099,0.000002226759,0.00003480657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797714,"threshold_uncertainty_score":0.3290908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486955900795022,"score_gpt":0.1664087755561555,"score_spread":0.1415392165482053,"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."}}