{"id":"W4376609363","doi":"10.29173/istl2744","title":"An Exploration of Journals Requested by Health Sciences Libraries Through DOCLINE Interlibrary Loan During the Early COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Issues in Science and Technology Librarianship","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"U.S. National Library of Medicine","keywords":"Interlibrary loan; Pandemic; Coronavirus disease 2019 (COVID-19); Odds; Newspaper; Library science; Odds ratio; Collection development; Digitization; Business; Psychology; Medicine; Advertising; Computer science; Logistic regression","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":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001983516,0.0001882669,0.0002951954,0.001481263,0.0008315022,0.001464468,0.00154853,0.0001373167,0.00001931176],"category_scores_gemma":[0.001127197,0.0001436771,0.00002268994,0.009965088,0.00400167,0.04254673,0.0005889803,0.0003316017,0.00001622943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004016406,"about_ca_system_score_gemma":0.0003059054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361917,"about_ca_topic_score_gemma":0.00007078634,"domain_scores_codex":[0.9978285,0.00003374504,0.0005462887,0.0005774286,0.000455997,0.0005580601],"domain_scores_gemma":[0.9989692,0.0001165511,0.0004237895,0.0003837135,0.00007383355,0.00003292302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002974115,0.00004376298,0.6961972,0.0001390061,0.000004064418,0.00001352434,0.001389238,0.00002066657,0.004267811,0.292576,0.001614587,0.003704489],"study_design_scores_gemma":[0.0008010797,0.000296266,0.06860535,0.0005717588,0.000006467369,0.00002855464,0.01110501,0.001174264,0.00882243,0.8837275,0.02430424,0.0005571126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489899,0.001668378,0.0003424735,0.04682745,0.0001770625,0.0003141924,0.000007555233,0.0007130411,0.0009599771],"genre_scores_gemma":[0.9972205,0.0004510839,0.0003651246,0.001676234,0.0001023346,0.00002757743,0.000008501303,0.00001721316,0.000131443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6275918,"threshold_uncertainty_score":0.9995721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160020443705299,"score_gpt":0.3610128482290654,"score_spread":0.2450108038585355,"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."}}