{"id":"W4378515529","doi":"10.3390/v15051135","title":"Evolution of Bipartite and Segmented Viruses from Monopartite Viruses","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Helper virus; Biology; Virus; RNA; Bipartite graph; Virology; Viral evolution; Gene; Transmissibility (structural dynamics); Viral replication; Genetics; Physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163028,0.0002888862,0.0003117084,0.0006652996,0.0007871411,0.001466935,0.0008174015,0.001384288,0.001037835],"category_scores_gemma":[0.003166169,0.0004142316,0.0006390251,0.0003541965,0.001299699,0.001298488,0.001655797,0.0009065425,0.0001897324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723261,"about_ca_system_score_gemma":0.0009205298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504852,"about_ca_topic_score_gemma":0.00292535,"domain_scores_codex":[0.9992655,0.0002069361,0.00004124462,0.0001368454,0.000198904,0.0001505762],"domain_scores_gemma":[0.9987736,0.0004323009,0.0002395766,0.0001093541,0.0001220213,0.0003230408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000981604,0.0002450086,0.05075385,0.0004269218,0.0003478766,0.001602504,0.002254054,0.1351304,0.30636,0.4532551,0.002074691,0.04656816],"study_design_scores_gemma":[0.0002804179,0.0009001489,0.06293932,0.0001963821,0.0001788439,0.004615718,0.001543514,0.5682778,0.02276463,0.3086376,0.02924526,0.0004203433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594329,0.0007197091,0.03088077,0.0005444144,0.00004030353,0.00003799625,0.0001002604,0.00009350551,0.008150198],"genre_scores_gemma":[0.9869402,0.000287387,0.01095599,0.000191293,0.00001325989,0.00003002852,0.0001327623,0.00003511433,0.001413899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504852,"threshold_uncertainty_score":0.01250321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212468211456813,"score_gpt":0.2788035366636868,"score_spread":0.2575567155180056,"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."}}