{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001422422,0.0002086215,0.0006196371,0.00008438528,0.00005968599,0.00001480913,0.0007324872,0.0002195301,0.004213388],"category_scores_gemma":[0.0006304752,0.0001547131,0.0001045727,0.001763547,0.0001409987,0.0002472132,0.0002614172,0.0007289468,0.001206369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009001528,"about_ca_system_score_gemma":0.000983368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008373744,"about_ca_topic_score_gemma":0.000004343938,"domain_scores_codex":[0.9972827,0.0007790675,0.0008383809,0.0003951397,0.0002888613,0.0004158302],"domain_scores_gemma":[0.998031,0.0008284782,0.0002623468,0.0006984451,0.00005465392,0.0001251237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000814468,0.001284041,0.1717162,0.04815136,0.0003809975,0.0007284234,0.01491744,0.00001873132,0.003633191,0.2566095,0.1582091,0.3435366],"study_design_scores_gemma":[0.001908091,0.00005888837,0.1172279,0.01613482,0.0002609861,0.0003050919,0.0004181597,0.00003333428,0.0002681156,0.003538657,0.8592907,0.0005553004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1198578,0.7650413,0.0005841921,0.0974028,0.001308745,0.002079818,0.00006290665,0.0001741444,0.01348826],"genre_scores_gemma":[0.5132215,0.261112,0.0002868967,0.1884734,0.001069162,0.0004836299,0.000244871,0.0002211037,0.03488736],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7010816,"threshold_uncertainty_score":0.9995713,"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."}}