{"id":"W3014087690","doi":"10.1111/1365-2656.13220","title":"Consistent metacommunity structure despite inconsistent drivers of assembly at the continental scale","year":2020,"lang":"en","type":"article","venue":"Journal of Animal Ecology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Metacommunity; Ecoregion; Ecology; Community structure; Biological dispersal; Geography; Nestedness; Biodiversity; Community; Environmental resource management; Environmental science; Biology; Ecosystem","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":[0.0008933929,0.0002505052,0.0003972722,0.001648649,0.0007919978,0.0012313,0.000384572,0.0003138141,0.000738488],"category_scores_gemma":[0.003480886,0.0002397984,0.000397421,0.001238113,0.0008145707,0.0008174567,0.001296709,0.0003848627,0.0001145145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718439,"about_ca_system_score_gemma":0.000221217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006206599,"about_ca_topic_score_gemma":0.01599263,"domain_scores_codex":[0.9992854,0.0001507108,0.00005604765,0.0002810353,0.0001292714,0.00009765027],"domain_scores_gemma":[0.9971551,0.0006303464,0.001089581,0.0004371848,0.0004626032,0.0002252107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005954935,0.00001643911,0.9807829,0.000037613,0.0002463274,0.00005218464,0.0007970062,0.000848704,0.009101472,0.0004516109,0.0001253003,0.007480775],"study_design_scores_gemma":[0.000001594906,0.00001589353,0.9973354,0.000005377868,0.00002571614,0.00003787382,0.0003066257,0.001407773,0.0002747716,0.0003555706,0.0002279216,0.000005526621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997036,0.0001664093,0.001774177,0.0000343873,0.000002189586,0.000009255271,0.0001778863,0.00002549099,0.0007742402],"genre_scores_gemma":[0.9991278,0.0000285166,0.0006220976,0.00001097615,0.000003283291,0.000005778204,0.0001345853,0.000004798393,0.00006217459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006206599,"threshold_uncertainty_score":0.01234096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572984669633464,"score_gpt":0.2059202134591589,"score_spread":0.1901903667628243,"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."}}