{"id":"W3042819938","doi":"10.1111/ele.13568","title":"A process‐based metacommunity framework linking local and regional scale community ecology","year":2020,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":347,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Österreichische Forschungsgemeinschaft; KU Leuven; Fonds Wetenschappelijk Onderzoek; European Regional Development Fund; Deutsche Forschungsgemeinschaft; Killam Trusts; University of British Columbia; Alexander von Humboldt-Stiftung","keywords":"Metacommunity; Ecology; Biological dispersal; Abiotic component; Community; Alternative stable state; Patch dynamics; Computer science; Biology; Ecosystem; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001616957,0.0004451213,0.0006003638,0.001681534,0.001389332,0.002804841,0.00231701,0.001519417,0.003824102],"category_scores_gemma":[0.003321721,0.000271902,0.001018622,0.001299569,0.003086942,0.004671089,0.002413805,0.001538578,0.000361472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979978,"about_ca_system_score_gemma":0.001618021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473558,"about_ca_topic_score_gemma":0.005015643,"domain_scores_codex":[0.999244,0.0003140545,0.00002693722,0.0001607774,0.0001472978,0.0001069589],"domain_scores_gemma":[0.9983149,0.0006513925,0.0003078591,0.0002411678,0.0001832641,0.0003015028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007177328,0.00002332564,0.001864949,0.0000383385,0.00003053693,0.00009306315,0.0003403446,0.02348835,0.000699535,0.9670138,0.0003899125,0.006010701],"study_design_scores_gemma":[0.00001136647,0.00003819655,0.00202498,0.00003095054,0.00002356349,0.0001602548,0.0002464675,0.1082825,0.0001392969,0.8817276,0.007293392,0.00002137263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06199413,0.0008597281,0.8959531,0.003372956,0.00009664796,0.0001198922,0.0001608514,0.0001850215,0.03725762],"genre_scores_gemma":[0.89668,0.0005410663,0.09841614,0.0002735286,0.0001037413,0.0002571983,0.00006456338,0.00003621891,0.003627467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00473558,"threshold_uncertainty_score":0.01436579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945555201356068,"score_gpt":0.2485679613105644,"score_spread":0.2291124092970038,"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."}}