{"id":"W2404489148","doi":"10.3390/f7050109","title":"The Effects of Disturbance History on Ground-Layer Plant Community Composition in British Columbia","year":2016,"lang":"en","type":"article","venue":"Forests","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Disturbance (geology); Ecological succession; Fire regime; Plant community; Ecology; Fire history; Logging; Boreal; Taiga; Pinus contorta; Trait; Ecosystem; Salvage logging; Biology; Geography; Environmental science; Forest ecology; Climate change","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003711873,0.00006416019,0.0001241641,0.000008210111,0.000138018,0.00002296365,0.0002756366,0.00004635445,0.00006112032],"category_scores_gemma":[0.00009428892,0.00005883917,0.00003296128,0.00005401248,0.0002188625,0.0001093598,0.00008522663,0.0001287232,0.0001010851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007754322,"about_ca_system_score_gemma":0.000005681582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08489046,"about_ca_topic_score_gemma":0.7047418,"domain_scores_codex":[0.9989617,0.0003467389,0.0001606742,0.000126705,0.0002151178,0.000189071],"domain_scores_gemma":[0.9986048,0.0009315996,0.00009302775,0.000326779,0.000003537635,0.00004029043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003062649,0.0002113719,0.9440252,0.00006722117,0.000005750681,0.00002562626,0.0001982549,0.000005217248,0.008710682,0.00002552843,0.0336176,0.01307689],"study_design_scores_gemma":[0.0004542461,0.0002303781,0.994071,0.0003966447,0.000002464734,0.000009327502,0.000004065749,0.00009018232,0.0004006759,0.0001779166,0.004079091,0.00008397392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981899,0.0001097589,0.00001601811,0.00002971031,0.0004616058,0.0003592213,0.0000136201,0.00002099896,0.0007991962],"genre_scores_gemma":[0.9991763,0.00001393924,0.000006155995,0.00004718285,0.00001531183,0.0000517732,0.00000470751,0.00001073766,0.0006738855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6198513,"threshold_uncertainty_score":0.9212033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005973104179858137,"score_gpt":0.181363707407984,"score_spread":0.1753906032281259,"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."}}