{"id":"W2046308757","doi":"10.5194/bg-10-4273-2013","title":"Upper Arctic Ocean water masses harbor distinct communities of heterotrophic flagellates","year":2013,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Takuvik Joint International Laboratory","funders":"Institut national des sciences de l'Univers; Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; ArcticNet; European Space Agency; Compute Canada","keywords":"Water mass; Water column; Oceanography; Pelagic zone; Arctic; Biogeochemical cycle; Phytoplankton; Environmental science; Ecology; Chlorophyll a; Phylogenetic diversity; Biology; Nutrient; Phylogenetic tree; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002223771,0.0001235477,0.0001703256,0.00004417482,0.0003824501,0.00003268852,0.0006901895,0.00006498514,0.02235577],"category_scores_gemma":[0.00001976287,0.00007892353,0.0000571862,0.0001283239,0.001826207,0.0002595579,0.0004670674,0.0001263414,0.0008894292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002086498,"about_ca_system_score_gemma":0.000006146508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152917,"about_ca_topic_score_gemma":0.001481858,"domain_scores_codex":[0.9990052,0.0002222808,0.0001948899,0.0001420379,0.0001099387,0.000325653],"domain_scores_gemma":[0.9994172,0.0001213843,0.00006307883,0.000326069,0.0000152696,0.00005698821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008584152,0.0001149066,0.7458989,0.00001935193,0.000009023829,6.394074e-7,0.001262195,0.00003426053,0.2510562,0.00007500238,0.001343728,0.0001772186],"study_design_scores_gemma":[0.0001758187,0.0004075048,0.9326659,0.00002358807,0.00001458537,0.000008007181,0.0008183712,0.0003459288,0.05091166,0.006504367,0.007811047,0.0003132616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977082,0.00002578794,0.00000557538,0.0003826022,0.0001518584,0.000141869,0.00000926506,0.00002251585,0.001552354],"genre_scores_gemma":[0.999155,0.00002239334,0.0002933271,0.0002306858,0.00001401785,0.000006474556,0.00001600885,0.000005152302,0.0002568785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001446,"threshold_uncertainty_score":0.9998885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296355384116301,"score_gpt":0.2097056438525498,"score_spread":0.1967420900113868,"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."}}