{"id":"W4281625021","doi":"10.1126/science.abn6358","title":"Diversity and ecological footprint of Global Ocean RNA viruses","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of Allergy and Infectious Diseases; Région Bretagne; Grand Équipement National De Calcul Intensif; European Molecular Biology Laboratory; King Abdullah University of Science and Technology; Centre National de la Recherche Scientifique; National Institutes of Health; U.S. Department of Health and Human Services; Ohio State University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Gordon and Betty Moore Foundation; Agence Nationale de la Recherche; National Aeronautics and Space Administration; National Science Foundation","keywords":"Biology; Ecology; RNA; Biogeochemical cycle; Ecosystem; Plankton; RNA virus; Viral evolution; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002207722,0.0001670464,0.0002130697,0.000852392,0.0002257258,0.0005682151,0.000110061,0.0002034759,0.0006435648],"category_scores_gemma":[0.0005032593,0.0001053036,0.0001701022,0.0005614838,0.0003779304,0.0003686222,0.0006650602,0.0001735686,0.00009492512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491042,"about_ca_system_score_gemma":0.000133755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717362,"about_ca_topic_score_gemma":0.003265534,"domain_scores_codex":[0.9998604,0.00003407551,0.000005611716,0.00005797303,0.00001682359,0.00002509881],"domain_scores_gemma":[0.9996508,0.00009255499,0.0001139491,0.00002856684,0.00004730827,0.00006685351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350412,0.00001294908,0.9541961,0.00003269068,0.0001041651,0.00005535718,0.0003150155,0.0005199813,0.0390281,0.0002500142,0.00004224273,0.005308393],"study_design_scores_gemma":[0.000001005732,0.00001628271,0.9988876,0.000002807461,0.000009934053,0.00002896752,0.0002502345,0.0003257523,0.0002951854,0.00006558502,0.0001147141,0.00000206309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994841,0.0001224462,0.0000879508,0.000007945832,7.00759e-7,5.090042e-7,0.00005691342,0.000001492806,0.0002379786],"genre_scores_gemma":[0.9997808,0.000052676,0.00004871965,0.000003406132,0.000001512131,7.534795e-7,0.00007820495,9.163965e-7,0.00003288953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001717362,"threshold_uncertainty_score":0.00341481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822029722725543,"score_gpt":0.2482813993183812,"score_spread":0.2300611020911258,"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."}}