{"id":"W3115245352","doi":"10.33137/cjal-rcbu.v6.34457","title":"The Coin of Love and Virtue: Academic Libraries and Value in a Global Pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Timeline; Austerity; Sociology; Pandemic; Capitalism; Public relations; Political science; Library science; Social science; Coronavirus disease 2019 (COVID-19); Law; Computer science; History; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001083124,0.0001137312,0.0002262986,0.0000899885,0.0002415657,0.0002196857,0.0006687815,0.0003096023,0.00002676339],"category_scores_gemma":[0.001227096,0.00008930061,0.00004129399,0.0006673001,0.001231069,0.003504848,0.00003614293,0.0008790846,0.000002760019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004900627,"about_ca_system_score_gemma":0.005535732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561339,"about_ca_topic_score_gemma":0.002056874,"domain_scores_codex":[0.9983158,0.000325799,0.0005621298,0.0001635806,0.0002846876,0.0003480438],"domain_scores_gemma":[0.9980778,0.0004459591,0.0003253887,0.00006563259,0.00002830744,0.001056929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004620137,0.00000137358,0.6738036,0.00001304014,0.00000996559,0.00002304797,0.01345557,0.000008213797,0.00008608677,0.3063537,0.003107022,0.003092181],"study_design_scores_gemma":[0.001508829,0.0004882115,0.4501279,0.0004303273,0.00005573706,0.0001353067,0.05965338,0.0003631304,0.0004162516,0.3672144,0.1190836,0.000522894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782834,0.01021175,0.00003453221,0.1041513,0.0002634566,0.0001845755,0.00003029916,0.000008845695,0.006831919],"genre_scores_gemma":[0.9955068,0.00137539,0.0001097888,0.002474245,0.0004036597,4.922205e-7,7.701738e-7,0.000006405959,0.0001224417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2236757,"threshold_uncertainty_score":0.9820152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516121051920059,"score_gpt":0.2888131551273889,"score_spread":0.2336519446081883,"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."}}