{"id":"W3125068984","doi":"10.33186/1027-3689-2020-11-15-32","title":"Analysis of trends in modern library and information infrastructure in the ongoing pandemics. (Review of international professional publications). (Part 2)","year":2021,"lang":"en","type":"article","venue":"Scientific and Technical Libraries","topic":"Library Science and Information","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; Directorate for Biological Sciences; National Institutes of Health; Scheme for Promotion of Academic and Research Collaboration; Vetenskapsrådet; Fonds National de la Recherche Luxembourg; Institut National de la Santé et de la Recherche Médicale; International Society on Thrombosis and Haemostasis; University of Cambridge; National Research Foundation Singapore; South African Medical Research Council; Austrian Science Fund; National Research Foundation; Narodowym Centrum Nauki; University of Bristol; Norges Forskningsråd; Pennsylvania State University; University of Oxford; Healthcare Infection Society; Royal Society; Health Research Board; National Institute for Health and Care Research; Instituut voor Tropische Geneeskunde; Science for Life Laboratory; Science Foundation Ireland; Society for Applied Microbiology; Bill and Melinda Gates Foundation; Biotechnology and Biological Sciences Research Council; Wellcome Trust; University of Pennsylvania; Japan Agency for Medical Research and Development; Intensive Care Society; Unione delle Università del Mediterraneo; International Society for Infectious Diseases; U.S. Department of Health and Human Services","keywords":"Digitization; Library science; Digital library; Work (physics); Pandemic; World Wide Web; Space (punctuation); Public relations; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Computer science; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003208193,0.0005782667,0.000660556,0.01346717,0.000469783,0.003669879,0.0006431959,0.001715948,0.006159659],"category_scores_gemma":[0.00780264,0.000492279,0.0009105782,0.02057973,0.001495003,0.004719921,0.0007717895,0.00135059,0.002011204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847929,"about_ca_system_score_gemma":0.004678027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019771,"about_ca_topic_score_gemma":0.01499312,"domain_scores_codex":[0.9986184,0.0002411325,0.0002548028,0.0002116499,0.000565431,0.0001086465],"domain_scores_gemma":[0.9915222,0.003588111,0.001411633,0.0001513298,0.003005402,0.0003212703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000767554,0.00005328783,0.004761431,0.01872934,0.0001957444,0.0001242906,0.0005935249,0.0002757407,0.0003100482,0.005694219,0.1569762,0.8122094],"study_design_scores_gemma":[0.00001683605,0.0001714369,0.08578935,0.02373578,0.0003896166,0.0008988668,0.002145559,0.000249606,0.0004864163,0.002137572,0.8839104,0.000068582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009764792,0.987282,0.0001790571,0.006764132,0.0009089669,0.00001843628,0.0003982861,0.00002100431,0.003451599],"genre_scores_gemma":[0.009021998,0.985612,0.0003922907,0.002238451,0.000840527,0.00003098427,0.0005103733,0.00001514723,0.001338166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9963301,"threshold_uncertainty_score":0.02066326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136559961490671,"score_gpt":0.2373760756926429,"score_spread":0.2260104760777362,"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."}}