{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008086563,0.0001006167,0.0001509149,0.0002395064,0.0006190511,0.000262387,0.0004731147,0.00006377909,0.00006400218],"category_scores_gemma":[0.0008015489,0.00009048375,0.00002355602,0.001685756,0.0006725347,0.002912123,0.0001338624,0.0005278775,9.95056e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003870469,"about_ca_system_score_gemma":0.01768214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8356731,"about_ca_topic_score_gemma":0.9660649,"domain_scores_codex":[0.9976325,0.001114712,0.0002018355,0.0003568883,0.0003664995,0.0003275526],"domain_scores_gemma":[0.9989852,0.0003191511,0.0001071842,0.00019706,0.00004377003,0.0003476065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002154473,0.00003785064,0.8200653,0.0000176184,0.000009251666,0.004792033,0.03095769,0.0002495372,0.00005874741,0.1429546,0.0002830893,0.0003589124],"study_design_scores_gemma":[0.003584209,0.00006836149,0.3059605,0.0001194343,0.00001653924,0.00009496787,0.1494297,0.0006585576,0.0002454657,0.04594243,0.4933593,0.0005205804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804266,0.00001732038,0.00005686374,0.007382497,0.00007688482,0.001989584,0.00002682951,0.00003230161,0.009991087],"genre_scores_gemma":[0.9917942,0.0001766031,0.0002600731,0.001961614,0.00005819808,0.00003193418,0.0001532418,0.000007861083,0.00555628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5141048,"threshold_uncertainty_score":0.9878867,"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."}}