{"id":"W3208769526","doi":"","title":"Virtual(ly) Overnight: Providing Resources and Services in the era of COVID-19","year":2020,"lang":"en","type":"article","venue":"Qualitative and Quantitative Methods in Libraries","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Notice; Coronavirus disease 2019 (COVID-19); Closure (psychology); Pandemic; Service (business); Resource (disambiguation); Service delivery framework; World Wide Web; Business; Library science; Computer science; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004804431,0.0001273048,0.0002798871,0.00009444548,0.0003487889,0.0002593562,0.0002822482,0.00006672312,0.00003237944],"category_scores_gemma":[0.003345835,0.00009074714,0.00002943628,0.0009422319,0.001577699,0.002564064,0.00007522853,0.0002190857,8.383161e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000102417,"about_ca_system_score_gemma":0.0002622561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104824,"about_ca_topic_score_gemma":0.0005294447,"domain_scores_codex":[0.9919475,0.006862033,0.0003767664,0.0003146825,0.000296047,0.0002029458],"domain_scores_gemma":[0.9908133,0.008740787,0.0002096593,0.00007733537,0.00002891408,0.0001299693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005247852,0.00001269366,0.004796754,0.00005705083,0.000004198286,0.000001916742,0.5300527,0.000002395411,0.0002016292,0.4639163,0.00002797119,0.0008739511],"study_design_scores_gemma":[0.0002331823,0.0003704033,0.004568816,0.0000478356,0.000004816646,2.183297e-7,0.852949,0.0002058251,0.0004337185,0.1275558,0.01351186,0.0001186227],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229582,0.002708594,0.01256153,0.05635896,0.00005863682,0.0005056921,0.00003757856,0.00003230161,0.004778498],"genre_scores_gemma":[0.854611,0.0003561059,0.1398146,0.005051983,0.00005213559,0.0000264624,0.000006224375,0.00000794993,0.00007348568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3363605,"threshold_uncertainty_score":0.5813096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193945360792026,"score_gpt":0.4950901167326157,"score_spread":0.275695580653413,"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."}}