{"id":"W4366826240","doi":"10.1186/s42408-023-00185-4","title":"Time since fire shapes plant immaturity risk across fire severity classes","year":2023,"lang":"en","type":"article","venue":"Fire Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"University of Melbourne; Bushfire and Natural Hazards Cooperative Research Centre; Australian Government; Department of Environment, Land, Water and Planning, State Government of Victoria; Holsworth Wildlife Research Endowment","keywords":"Banksia; Quadrat; Fire regime; Ecology; Woodland; Biology; Fire history; Threatened species; Abundance (ecology); Fire ecology; Relative species abundance; Prescribed burn; Ecosystem; Habitat; Shrub","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":[0.0007409478,0.0002475395,0.0003162783,0.0007365479,0.0002751584,0.0009867249,0.00031029,0.0003591798,0.002264996],"category_scores_gemma":[0.002664041,0.0001905682,0.0003853464,0.000415378,0.0003091369,0.0004307968,0.0004098409,0.0004355544,0.0002709484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142426,"about_ca_system_score_gemma":0.0001430316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493503,"about_ca_topic_score_gemma":0.005964353,"domain_scores_codex":[0.9995933,0.00009956998,0.00003054168,0.0001633629,0.00005315486,0.00006012434],"domain_scores_gemma":[0.9961467,0.002085191,0.0009084634,0.0002003642,0.0002500871,0.0004092031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003206888,0.00006103753,0.9864455,0.00001673543,0.0000925069,0.0000512921,0.0001513383,0.00113893,0.00849988,0.00005114137,0.00005862738,0.003112243],"study_design_scores_gemma":[0.000001429551,0.00003552767,0.9976821,0.000002280719,0.000009419141,0.0000431096,0.00009361402,0.00183608,0.0002115455,0.00003959813,0.00004222437,0.000003019195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992169,0.00004869328,0.0003432913,0.000009287961,0.00000158981,0.000003345398,0.00008459483,0.000006412241,0.000285865],"genre_scores_gemma":[0.9996243,0.00001468858,0.0001589764,0.000006166236,0.000001723815,0.000002316108,0.00009880854,0.000003993968,0.00008918066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003493503,"threshold_uncertainty_score":0.007577181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006611075625778832,"score_gpt":0.2273923521101963,"score_spread":0.2207812764844174,"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."}}