{"id":"W1914381787","doi":"10.1111/ele.12499","title":"Terrestrial origin of bacterial communities in complex boreal freshwater networks","year":2015,"lang":"en","type":"letter","venue":"Ecology Letters","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":342,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Metacommunity; Ecology; Boreal; Aquatic ecosystem; Biological dispersal; Biodiversity; Community structure; Spatial ecology; Environmental science; Biology; 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":[0.0004253865,0.00009005322,0.0001100097,0.0002373002,0.0005755471,0.0006873024,0.0003357708,0.001036809,0.001372164],"category_scores_gemma":[0.001628913,0.000114975,0.0001061749,0.0003547287,0.0007349955,0.0006748424,0.0005102766,0.0006611657,0.0005689136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004561889,"about_ca_system_score_gemma":0.0001264499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326168,"about_ca_topic_score_gemma":0.004772415,"domain_scores_codex":[0.9997341,0.00009086817,0.00001282315,0.00008367345,0.00003732225,0.00004116923],"domain_scores_gemma":[0.9992267,0.0002048616,0.0002137513,0.0001297002,0.00009059117,0.0001343964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001255714,0.0001047479,0.6054609,0.0002178135,0.00009392694,0.003097923,0.002622043,0.004093222,0.07705273,0.01438181,0.03026711,0.2613521],"study_design_scores_gemma":[0.0001034912,0.0003501354,0.8147748,0.0001587952,0.00005821538,0.01216257,0.002358309,0.02671705,0.01286548,0.04227651,0.08807311,0.0001016026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520715,0.002777661,0.01022168,0.02016084,0.0004675876,0.00002354902,0.0004163401,0.0001346986,0.01372616],"genre_scores_gemma":[0.9929405,0.0005746867,0.002032719,0.003137266,0.000213508,0.00001072955,0.0001001927,0.00000996845,0.0009803841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326168,"threshold_uncertainty_score":0.00462532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514986237579903,"score_gpt":0.2434454418385825,"score_spread":0.2082955794627835,"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."}}