{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005987638,0.0004137618,0.0009130293,0.0001622619,0.0001231696,0.00001542802,0.001295841,0.001405336,0.02846328],"category_scores_gemma":[0.00002910655,0.0004130241,0.0001452133,0.0001467156,0.001840774,0.0001031131,0.0008523182,0.003042704,0.0003039037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003842219,"about_ca_system_score_gemma":0.0000459857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0101545,"about_ca_topic_score_gemma":0.1628136,"domain_scores_codex":[0.9958606,0.00220958,0.000658284,0.0003201186,0.0001424836,0.0008089191],"domain_scores_gemma":[0.9981896,0.0006190118,0.0003587917,0.0007660564,0.000009044245,0.00005749815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001877268,0.00006904952,0.01595191,0.00001128508,0.00006287555,0.0001263718,0.0004562921,0.0008837497,0.0009661558,0.000001911834,0.9812318,0.00005086735],"study_design_scores_gemma":[0.001282395,0.0002546323,0.02346276,0.00001299018,0.00004491061,0.00002410214,0.00003395617,0.0002212881,0.00001083512,0.0001844044,0.974059,0.0004086612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8235991,0.000008847071,0.00001162111,0.1697127,0.00270245,0.0005757055,0.0002303735,0.00004572601,0.003113528],"genre_scores_gemma":[0.2076271,0.00002773973,0.0004622352,0.7669503,0.00303028,0.00005400839,0.0214463,0.00008852551,0.0003134749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.615972,"threshold_uncertainty_score":0.999891,"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."}}