{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001752218,0.00003325232,0.00004315744,0.000007861865,0.001571386,0.000008338261,0.0002642722,0.000006542395,0.001221436],"category_scores_gemma":[0.00001727603,0.00002982351,0.0000163013,0.0002471031,0.0006088183,0.0001011006,0.005912401,0.00004919599,0.000008693002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680176,"about_ca_system_score_gemma":0.00000919542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004638773,"about_ca_topic_score_gemma":0.00006963769,"domain_scores_codex":[0.9995,0.00001404933,0.00005572091,0.0001663594,0.0001483736,0.0001154611],"domain_scores_gemma":[0.999825,0.000008984722,0.00003272862,0.00008025056,0.000003600202,0.00004944134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001306254,0.000138969,0.4876829,0.000001307597,0.000001808355,0.000005507284,0.0006447933,0.000242302,0.5068199,0.0004532316,0.0001311649,0.003865068],"study_design_scores_gemma":[0.00004749258,0.00007294458,0.9932545,4.896158e-7,0.000002117244,0.00001340071,0.0001442483,0.00003614079,0.003724507,0.0002426701,0.0024228,0.00003866417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969401,0.000005548365,0.00001431963,0.00008807077,0.0001375768,0.00004225815,0.00001089551,0.000008533871,0.002752647],"genre_scores_gemma":[0.999612,0.000002192366,0.0001674396,0.0001585312,0.000002934572,5.68201e-7,7.417764e-8,5.974505e-7,0.00005565401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5055717,"threshold_uncertainty_score":0.9997284,"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."}}