{"id":"W4312211121","doi":"10.1684/vir.2022.0980","title":"A year in Virologie: some viruses persist, others emerge","year":2022,"lang":"en","type":"editorial","venue":"Virologie","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Virology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009638086,0.0004453318,0.0009785799,0.0004517307,0.0001157074,0.00003698643,0.0005230544,0.0009982461,0.009135137],"category_scores_gemma":[0.003090834,0.0003969498,0.000355868,0.00035809,0.000220164,0.0001186296,0.0003234366,0.001979643,0.0002728274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006021489,"about_ca_system_score_gemma":0.002254554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008804154,"about_ca_topic_score_gemma":0.00005434638,"domain_scores_codex":[0.9963537,0.0002837566,0.0006077992,0.0008742943,0.0009668278,0.0009136274],"domain_scores_gemma":[0.997743,0.0007161584,0.0002343115,0.0008834536,0.0000642641,0.0003588633],"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":[0.0007931237,0.0004176374,0.0007515837,0.0002532296,0.0001103991,0.000361445,0.0001228515,0.00001180288,0.00001295098,0.0002221829,0.9948306,0.00211217],"study_design_scores_gemma":[0.001973657,0.001162733,0.000898672,0.00004561522,0.0001554975,0.000002253118,0.0007464958,0.00002796352,0.00000168099,0.0002783955,0.9943678,0.0003392089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02343537,0.004179648,0.00000430907,0.00512532,0.9436693,0.001214648,0.001243579,0.0004542559,0.02067353],"genre_scores_gemma":[0.01431947,0.003255234,0.000196831,0.00876424,0.9655094,0.0004869191,0.001333798,0.0002623518,0.005871818],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02184001,"threshold_uncertainty_score":0.9998482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812131901710858,"score_gpt":0.3391179938652216,"score_spread":0.300996674848113,"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."}}