{"id":"W3138148441","doi":"10.3998/ticker.16481003.0005.211","title":"Going Virtual in a Time of COVID","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Virology; Medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01717456,0.000714138,0.0008488739,0.003056016,0.009321701,0.02271399,0.00211996,0.006099039,0.09304589],"category_scores_gemma":[0.0372593,0.0007531318,0.001123591,0.002800715,0.007232158,0.0203636,0.01633399,0.01560748,0.03018716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006279845,"about_ca_system_score_gemma":0.02295797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0212398,"about_ca_topic_score_gemma":0.05740143,"domain_scores_codex":[0.9850707,0.005300621,0.0009894094,0.00109946,0.00546563,0.002074077],"domain_scores_gemma":[0.9755551,0.00396957,0.0009639765,0.002283425,0.009427628,0.007800383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003234458,0.00002702409,0.0001457934,0.0003121871,0.00001117263,0.00004044666,0.0007603044,0.000005160988,0.00006741029,0.02674893,0.9291052,0.04274402],"study_design_scores_gemma":[0.000005536828,0.00001089818,0.0002104268,0.000370554,0.000004024607,0.00002828058,0.0006224508,0.000001121972,0.00002663818,0.0006930599,0.9980212,0.000005800488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002474339,0.1050464,0.001592245,0.5286999,0.1335125,0.0001348776,0.001040599,0.0006476397,0.2268515],"genre_scores_gemma":[0.03172841,0.05860645,0.003302022,0.578267,0.0192512,0.0004016514,0.001689492,0.001242384,0.3055114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09304589,"threshold_uncertainty_score":0.3112695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064102602891177,"score_gpt":0.3931435001898467,"score_spread":0.2867332399007291,"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."}}