{"id":"W4392346882","doi":"10.1038/s42003-024-05946-8","title":"Biogeographic gradients of picoplankton diversity indicate increasing dominance of prokaryotes in warmer Arctic fjords","year":2024,"lang":"en","type":"article","venue":"Communications Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canada First Research Excellence Fund; Leibniz-Gemeinschaft; Ocean Frontier Institute; Norges Forskningsråd; Dalhousie University","keywords":"Fjord; Arctic; Subarctic climate; Ecology; Oceanography; Ecosystem; Picoplankton; Trophic level; Food web; Marine ecosystem; Beta diversity; Plankton; Dominance (genetics); Biology; Phytoplankton; Environmental science; Biodiversity; Geology; Nutrient","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":[0.0001219073,0.0001571477,0.0002080751,0.0007873872,0.0004343509,0.0004686478,0.0001035887,0.0001657925,0.000714289],"category_scores_gemma":[0.000382787,0.0001277342,0.0001742761,0.000488324,0.0002418087,0.0001850393,0.0003131519,0.0001521837,0.0001395059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838441,"about_ca_system_score_gemma":0.0001800857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962541,"about_ca_topic_score_gemma":0.03083002,"domain_scores_codex":[0.9999198,0.00001036079,0.000007732326,0.00002920549,0.000013003,0.00001989449],"domain_scores_gemma":[0.9997465,0.00003790081,0.00009750098,0.00001260982,0.00005499153,0.00005059746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074131,0.00001147954,0.9732108,0.00002164026,0.00006324021,0.00004450277,0.0003243222,0.000249723,0.02159131,0.00004296438,0.00005932144,0.004273241],"study_design_scores_gemma":[5.348247e-7,0.000006860631,0.9995531,0.00000120122,0.000004531647,0.00001472628,0.00006355066,0.0000848796,0.0001928339,0.0000114009,0.0000652593,9.99572e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993808,0.0001090585,0.0001208254,0.000006956069,0.000001551647,7.932251e-7,0.0000976001,0.000004868797,0.0002775496],"genre_scores_gemma":[0.9995379,0.00005376041,0.0001592024,0.00001003016,0.000002202661,0.000001354022,0.0001309907,0.000001600378,0.0001030658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962541,"threshold_uncertainty_score":0.03902233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101018888196554,"score_gpt":0.2685714875194387,"score_spread":0.2475612986374732,"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."}}