{"id":"W4386584647","doi":"10.21900/j.jloe.v3.1123","title":"Launching a Virtual Study Hall Service for University Students During the Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Library Outreach and Engagement","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Service (business); Coronavirus disease 2019 (COVID-19); Zoom; Library science; World Wide Web; Sociology; Engineering; Multimedia; Computer science; Business; Medicine; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005000764,0.0004368611,0.0003033853,0.0006126168,0.01498028,0.008610723,0.001814606,0.003107397,0.03531362],"category_scores_gemma":[0.008893435,0.0005062509,0.000693461,0.000577546,0.003883612,0.004956221,0.01760087,0.004980993,0.006775322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311362,"about_ca_system_score_gemma":0.007921441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112411,"about_ca_topic_score_gemma":0.01273038,"domain_scores_codex":[0.9969896,0.001670516,0.00006940474,0.0001269895,0.0002023477,0.0009410782],"domain_scores_gemma":[0.986079,0.001367485,0.0004562296,0.000658526,0.0006770008,0.01076175],"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":[0.001067812,0.001468503,0.03446575,0.0006096052,0.00006421703,0.005680271,0.1766938,0.0007890928,0.005108603,0.01001171,0.4444156,0.3196249],"study_design_scores_gemma":[0.000148307,0.001214288,0.009922694,0.0003429456,0.0000246252,0.001367126,0.2417798,0.0006818376,0.001798781,0.003832622,0.7387623,0.0001246126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6508433,0.002068779,0.0125814,0.1229995,0.007423547,0.001385021,0.0009501841,0.004164153,0.1975842],"genre_scores_gemma":[0.9122984,0.001458277,0.01166411,0.01567649,0.002006086,0.0008881906,0.0004688495,0.0005076743,0.05503187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03531362,"threshold_uncertainty_score":0.1181359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08636093003330286,"score_gpt":0.3743293298624151,"score_spread":0.2879683998291123,"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."}}