{"id":"W3045730554","doi":"10.1111/ecog.05211","title":"Fire characteristics and environmental conditions shape plant communities via regeneration strategy","year":2020,"lang":"en","type":"article","venue":"Ecography","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Saskatchewan; Ministry of Natural Resources and Forestry; Wilfrid Laurier University","funders":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada; Wilfrid Laurier University; Royal Society; Royal Society Te Apārangi; Canada First Research Excellence Fund; National Aeronautics and Space Administration; National Science Foundation","keywords":"Understory; Fire regime; Environmental science; Disturbance (geology); Ecology; Regeneration (biology); Plant community; Seed dispersal; Fire ecology; Vascular plant; Bryophyte; Vegetation (pathology); Ecosystem; Biological dispersal; Canopy; Biology; Ecological succession; Species richness","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":[0.0003305562,0.0001523427,0.0001552757,0.0004021685,0.0002652832,0.000495144,0.0001510199,0.0001610363,0.0009538679],"category_scores_gemma":[0.0005216883,0.0001777636,0.0001191459,0.0002318778,0.0003367043,0.0002536439,0.0002536251,0.0001189599,0.0001232495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964719,"about_ca_system_score_gemma":0.0001813417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270624,"about_ca_topic_score_gemma":0.06656399,"domain_scores_codex":[0.9998513,0.00003836556,0.00000832502,0.00003500922,0.00002354064,0.00004334324],"domain_scores_gemma":[0.9996075,0.00007828756,0.0001327732,0.0000259123,0.00005092215,0.0001046986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548303,0.00004508131,0.9575424,0.00002102833,0.00004731858,0.00007155059,0.0003847945,0.0004074636,0.0333076,0.0000808226,0.00009206573,0.007845034],"study_design_scores_gemma":[0.000001680297,0.00001935048,0.999092,0.000001872052,0.000004267642,0.00004125009,0.0001183339,0.0004341593,0.0001775582,0.00002249884,0.00008517443,0.000001777298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995942,0.00003169424,0.00008396612,0.00000352396,2.745891e-7,0.000002447412,0.00003020691,0.000002439361,0.0002513647],"genre_scores_gemma":[0.9996079,0.00002874892,0.0001554463,0.00000513392,6.011356e-7,0.000001843759,0.00005597519,0.000001257578,0.0001432105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270624,"threshold_uncertainty_score":0.02526456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072422587663222,"score_gpt":0.1847173910892994,"score_spread":0.1739931652126672,"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."}}