{"id":"W2593785112","doi":"10.1038/ismej.2017.7","title":"Seasonal patterns in Arctic prasinophytes and inferred ecology of <i>Bathycoccus</i> unveiled in an Arctic winter metagenome","year":2017,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Fonds de recherche du Québec – Nature et technologies; ArcticNet; Université Laval","keywords":"Biology; Metagenomics; Arctic; Ecology; Ecotype; Phytoplankton; Evolutionary biology; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008227734,0.0001066626,0.0002430664,0.00004723349,0.000281533,0.00003540714,0.000622749,0.00008289023,0.002186417],"category_scores_gemma":[0.0001056561,0.00007741506,0.00003812481,0.00003980415,0.0004922799,0.0002820317,0.0003657788,0.0006271388,0.00002100353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007891512,"about_ca_system_score_gemma":0.00002160117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005595848,"about_ca_topic_score_gemma":0.01766237,"domain_scores_codex":[0.9986961,0.0006045598,0.0002579315,0.0001232779,0.00006726518,0.0002508419],"domain_scores_gemma":[0.9991446,0.0001911383,0.0002507085,0.0003424908,0.00001035548,0.00006069718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008057259,0.000142043,0.9791909,0.000008187652,0.00001530177,0.00001571755,0.001332477,0.0001932572,0.01849002,0.00001999454,0.00003521397,0.000476275],"study_design_scores_gemma":[0.0006396248,0.0002341262,0.9929367,0.00002154563,0.00001377257,0.0001061394,0.0001232007,0.0001368593,0.0001902156,0.005420631,0.00009670313,0.00008044223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983665,0.00002988178,0.000006239414,0.001140026,0.0001340003,0.0001012801,0.000004400256,0.000002083609,0.0002156116],"genre_scores_gemma":[0.9993405,0.00006129438,0.00006067463,0.0004424837,0.00003907575,0.000003442057,0.000002129066,0.000006522035,0.00004381673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0182998,"threshold_uncertainty_score":0.9987257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789017831706773,"score_gpt":0.2638683648795566,"score_spread":0.2459781865624888,"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."}}