{"id":"W4387230700","doi":"10.3390/v15102031","title":"The International Virus Bioinformatics Meeting 2023","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Lunar and Planetary Institute; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Bundesministerium für Gesundheit; Japan Society for the Promotion of Science; Seqirus; Biotechnology and Biological Sciences Research Council; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Medical Research Council; Russian Science Foundation; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; National Science Foundation","keywords":"Metagenomics; Pandemic; Event (particle physics); Virus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Data science; Biology; Bioinformatics; Computational biology; Medicine; Computer science; Infectious disease (medical specialty); 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":[0.01086329,0.001449875,0.0009597249,0.002258034,0.002209051,0.008887982,0.002022527,0.003822935,0.06573979],"category_scores_gemma":[0.006573248,0.0005287207,0.001739285,0.001331441,0.0006610287,0.002380578,0.004996049,0.005480184,0.04640567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844872,"about_ca_system_score_gemma":0.007113723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309104,"about_ca_topic_score_gemma":0.004161534,"domain_scores_codex":[0.9957944,0.00117042,0.0001810589,0.0005966935,0.001435017,0.0008223495],"domain_scores_gemma":[0.9925282,0.0006720172,0.0002200231,0.0002628544,0.002721464,0.003595434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004386375,0.0001024353,0.0008134413,0.000274584,0.00004359994,0.0002677011,0.0001945451,0.0003558935,0.004143296,0.002527798,0.9160079,0.07483012],"study_design_scores_gemma":[0.00002299116,0.00005404044,0.0006602815,0.00008783592,0.000009328197,0.00007733158,0.0001255182,0.0003491532,0.0005469957,0.0008970882,0.9971557,0.0000136159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0169336,0.04920345,0.0530364,0.1545064,0.4606766,0.001690302,0.02297169,0.004766372,0.2362151],"genre_scores_gemma":[0.060843,0.02412583,0.04642422,0.02948542,0.07943419,0.002304129,0.05022673,0.002655126,0.7045014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06573979,"threshold_uncertainty_score":0.2199215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397294982202839,"score_gpt":0.2719525775945033,"score_spread":0.2479796277724749,"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."}}