{"id":"W1483241051","doi":"10.1111/geb.12356","title":"The quality of organic matter shapes the functional biogeography of bacterioplankton across boreal freshwater ecosystems","year":2015,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":90,"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":"Bacterioplankton; Ecology; Ecosystem; Boreal; Biogeography; Trait; Biology; Beta diversity; Taxonomic rank; Biodiversity; Environmental science; Phytoplankton; Nutrient; Taxon","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":[0.0003081318,0.000226856,0.0002918638,0.000759566,0.0006158588,0.000847374,0.0002627842,0.0002757793,0.0006850316],"category_scores_gemma":[0.0006549275,0.0002403207,0.0002527972,0.0005172323,0.0005550074,0.0004720874,0.000508367,0.0002202115,0.00008769662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007713748,"about_ca_system_score_gemma":0.0005462989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016125,"about_ca_topic_score_gemma":0.1929402,"domain_scores_codex":[0.9997794,0.00003657311,0.00001533202,0.00009580203,0.00003318637,0.00003967294],"domain_scores_gemma":[0.9994755,0.00006374894,0.000157911,0.00003413749,0.0001545149,0.0001142116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717306,0.00004527387,0.910899,0.00006365488,0.0001474169,0.00004942087,0.0006111815,0.0003327763,0.0824872,0.000058688,0.0001117833,0.005021905],"study_design_scores_gemma":[8.216083e-7,0.00001054413,0.999569,0.000001293413,0.000003766994,0.000008879701,0.0001085702,0.0001224857,0.0001321998,0.000005831493,0.00003479376,0.000001791256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999513,0.0000715377,0.0001037145,0.00001242136,9.871665e-7,0.000002974998,0.000113228,0.00000465583,0.0001774412],"genre_scores_gemma":[0.9996308,0.00003426293,0.000120911,0.00001613619,9.900624e-7,0.000002876621,0.0001266661,0.000002497867,0.0000647936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016125,"threshold_uncertainty_score":0.2020422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468860486688578,"score_gpt":0.2441627774087917,"score_spread":0.2294741725419059,"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."}}