{"id":"W3180163338","doi":"10.21083/partnership.v16i1.6473","title":"Manitoba Public Libraries Response to the Early Stages of COVID-19","year":2021,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Science and Administration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Manitoba; Red River College","funders":"","keywords":"Staffing; Pandemic; Coronavirus disease 2019 (COVID-19); Library science; Public relations; Service (business); Public health; Order (exchange); Political science; Business; Medicine; Computer science; Nursing; Marketing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006486394,0.00004763561,0.00007563569,0.0002854977,0.001918806,0.002696542,0.0003746887,0.00005496297,0.0001751181],"category_scores_gemma":[0.008906718,0.00002851605,0.00002459914,0.00101347,0.000752527,0.03747497,0.00005558128,0.0003352254,0.000008226851],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794815,"about_ca_system_score_gemma":0.01238591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356971,"about_ca_topic_score_gemma":0.003520547,"domain_scores_codex":[0.9967213,0.002142825,0.0002819307,0.00005664172,0.0005438224,0.0002534254],"domain_scores_gemma":[0.9959477,0.002707784,0.0001803848,0.0001233956,0.0002308483,0.0008099374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004299715,0.00001207269,0.01640516,0.00003129834,0.00002740681,0.00004221694,0.1225186,0.00001144563,0.00001464386,0.8185157,0.0379171,0.004074316],"study_design_scores_gemma":[0.00008838208,0.0001301932,0.007304977,0.00001179813,0.000004092932,0.00003570492,0.1350138,0.000002851773,0.0001432674,0.002601411,0.8546281,0.00003532567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2066978,0.0006658422,0.00001376447,0.7674847,0.00008683392,0.0001413105,0.000009776674,0.000004020276,0.02489595],"genre_scores_gemma":[0.9867511,0.0006633506,0.0001433048,0.01082781,0.0001484137,0.000002704212,0.000003324654,0.000002380629,0.001457544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8167111,"threshold_uncertainty_score":0.9994417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504403419768775,"score_gpt":0.3934008044938344,"score_spread":0.2429604625169569,"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."}}