{"id":"W1968872877","doi":"10.1126/science.1127404","title":"Metagenomic Analysis of Coastal RNA Virus Communities","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":379,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Metagenomics; RNA; Genome; Virus; Marine bacteriophage; Shotgun sequencing; RNA virus; Evolutionary biology; Genetics; Virology; Gene; Bacteria","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":[0.0001943269,0.0003411414,0.0003260069,0.001151683,0.0003848389,0.0004975729,0.0002108149,0.0002668987,0.0005086201],"category_scores_gemma":[0.0003392335,0.0001793911,0.0005162598,0.0006466254,0.0001240564,0.0002626907,0.0003494396,0.0003302286,0.0001715794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223089,"about_ca_system_score_gemma":0.0001668563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007666584,"about_ca_topic_score_gemma":0.001276018,"domain_scores_codex":[0.9998646,0.00001793975,0.000006662016,0.00006074133,0.00002592436,0.00002417935],"domain_scores_gemma":[0.99985,0.00004127788,0.00002617679,0.0000179336,0.00002953155,0.00003495426],"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":[0.000235345,0.00004807211,0.01962123,0.00006441101,0.00007304797,0.00008384357,0.0002186659,0.0003809854,0.9724736,0.0001149823,0.00003223437,0.006653621],"study_design_scores_gemma":[0.00003777666,0.0009157315,0.6429424,0.00004475159,0.0004676663,0.001155834,0.001493981,0.02081759,0.326545,0.001084344,0.004440473,0.00005445455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973323,0.0002629209,0.001432335,0.00001480184,0.000003605787,0.00001132641,0.0006422438,0.00001973578,0.0002808353],"genre_scores_gemma":[0.9902906,0.000336677,0.006129904,0.00003206737,0.000008080122,0.00003046447,0.002618921,0.00002305895,0.0005303416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151683,"threshold_uncertainty_score":0.001701474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009754476388032339,"score_gpt":0.2383462067699872,"score_spread":0.2285917303819549,"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."}}