{"id":"W2114819954","doi":"10.3389/fmicb.2014.00425","title":"Winter bloom of a rare betaproteobacterium in the Arctic Ocean","year":2014,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación; Vetenskapsrådet; ArcticNet","keywords":"Biology; Population; Mesopelagic zone; Ecology; Bloom; Arctic; Extreme environment; Water column; Pelagic zone; Bacteria; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006002315,0.000117403,0.0002787051,0.00006851208,0.0000465148,0.000003040113,0.0006522133,0.0001731235,0.0008109239],"category_scores_gemma":[0.00006026413,0.00008883381,0.00005197759,0.0001737485,0.0006113232,0.00004220249,0.0002092581,0.0003758058,0.00005456987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000578743,"about_ca_system_score_gemma":0.000006258606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002178715,"about_ca_topic_score_gemma":0.001423024,"domain_scores_codex":[0.9982462,0.0009800657,0.0002599859,0.0002028693,0.00001868463,0.0002921833],"domain_scores_gemma":[0.9994267,0.0001108069,0.00008822902,0.0003538589,0.000004341621,0.00001607289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114201,0.0001739957,0.7511562,0.00001852869,0.00001321577,0.000003698891,0.002024539,0.0001199885,0.2171212,0.00004042035,0.02859234,0.0006245107],"study_design_scores_gemma":[0.002124254,0.0007910266,0.8597028,0.00006002792,0.0000279043,0.0001113121,0.001084928,0.0001627385,0.008720629,0.01025156,0.1164613,0.0005015737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976531,0.00003962523,0.0001935243,0.000496431,0.0003437353,0.0002185234,0.000009591104,0.000005339487,0.001040076],"genre_scores_gemma":[0.9973043,0.00001007152,0.001242837,0.00128373,0.00001737761,0.000006587284,0.00004969236,0.000006183334,0.00007928412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084005,"threshold_uncertainty_score":0.8879049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004944188127610314,"score_gpt":0.1899697440054438,"score_spread":0.1850255558778334,"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."}}