{"id":"W6999719195","doi":"","title":"COVID-19 Protocols in Academic Libraries in Canada and the United States: An ACRL VAL Report","year":2021,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Academic library; Higher education; Coronavirus disease 2019 (COVID-19); Culmination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07298815,0.0007302559,0.0007732537,0.008872379,0.03359153,0.02554252,0.008494612,0.005684753,0.006715545],"category_scores_gemma":[0.09586923,0.001579274,0.001150938,0.01148123,0.008585677,0.006615117,0.0139045,0.008851504,0.001632554],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2743585,"about_ca_system_score_gemma":0.6649851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874846,"about_ca_topic_score_gemma":0.9889774,"domain_scores_codex":[0.8596436,0.008670115,0.0072503,0.00316835,0.0986781,0.02258959],"domain_scores_gemma":[0.7505715,0.01997715,0.01037407,0.005690872,0.1694892,0.0438972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003452503,0.001199549,0.1023245,0.001338491,0.0001266682,0.00107451,0.02446944,0.002933469,0.002331326,0.09082426,0.6331504,0.1398822],"study_design_scores_gemma":[0.00006937292,0.0001767694,0.1181026,0.0009176538,0.00005424178,0.0001867803,0.03638412,0.001073666,0.00221851,0.001828349,0.8386948,0.000293221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.182271,0.01964993,0.008928616,0.2977778,0.004667331,0.01689964,0.03041852,0.002996659,0.4363905],"genre_scores_gemma":[0.4780701,0.01649872,0.02353878,0.1176911,0.0009562809,0.006056809,0.02969716,0.000772273,0.3267187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2743585,"threshold_uncertainty_score":0.8416413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602486211884047,"score_gpt":0.3122727226996671,"score_spread":0.2662478605808266,"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."}}