{"id":"W3194300696","doi":"10.1111/pce.14176","title":"Limits to post‐fire vegetation recovery under climate change","year":2021,"lang":"en","type":"review","venue":"Plant Cell & Environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":290,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Australian Research Council; New South Wales Government","keywords":"Fire regime; Climate change; Disturbance (geology); Vegetation (pathology); Environmental science; Ecology; Ecosystem; Fire ecology; Geography; Range (aeronautics); Environmental resource management; Biology","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":[0.0006630461,0.0007451519,0.00106528,0.001057227,0.0002219918,0.0008585172,0.000911649,0.001103162,0.002113889],"category_scores_gemma":[0.0009827736,0.0002461404,0.0004779564,0.001113522,0.0004382843,0.000972473,0.0006090788,0.00104954,0.0008908584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779119,"about_ca_system_score_gemma":0.0009568412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899524,"about_ca_topic_score_gemma":0.003220925,"domain_scores_codex":[0.999855,0.00002671399,0.00001981432,0.00003707477,0.00004275435,0.0000186023],"domain_scores_gemma":[0.9996643,0.0001770365,0.00006674356,0.00001120575,0.00005238642,0.00002833473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007503689,0.00003700826,0.000355529,0.0207469,0.0001762793,0.00009797918,0.00007955554,0.001512751,0.001308352,0.007725232,0.01066055,0.9572248],"study_design_scores_gemma":[0.00002241767,0.0001698052,0.003636541,0.01079059,0.0003700739,0.0007793077,0.0001336147,0.0004751045,0.0008739851,0.01002353,0.9726843,0.00004084713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002117719,0.9987631,0.0001017863,0.0001336826,0.00005112373,0.000001797221,0.00001460107,0.000004980145,0.0007171105],"genre_scores_gemma":[0.00201842,0.9974887,0.00009527392,0.0000884111,0.0000554034,0.000004837426,0.00002658677,0.000001251274,0.0002210262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002113889,"threshold_uncertainty_score":0.007071614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991462174462941,"score_gpt":0.2359809013793537,"score_spread":0.2060662796347242,"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."}}