{"id":"W6959592408","doi":"10.11575/prism/38618","title":"Expanding digital academic library & archive services in response to COVID-19","year":2020,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Digital library; Work (physics); Service (business); Service model; Academic library; Digital media; Digital transformation; Digital collections","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006097502,0.0005369004,0.0002824646,0.002842737,0.005187377,0.01309987,0.004202014,0.005670311,0.1335928],"category_scores_gemma":[0.01279031,0.000345943,0.0006753825,0.002881491,0.002294651,0.006624766,0.02204769,0.004563085,0.02909179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01071735,"about_ca_system_score_gemma":0.03831927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06664678,"about_ca_topic_score_gemma":0.1707055,"domain_scores_codex":[0.9947043,0.001145191,0.0001868813,0.0002912592,0.001428498,0.002243875],"domain_scores_gemma":[0.9823987,0.001795877,0.000721277,0.0006268478,0.003011326,0.01144598],"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":[0.000117858,0.0004346308,0.008615763,0.000943976,0.00002301187,0.002029526,0.005968915,0.0006619042,0.0009195363,0.04376059,0.5984008,0.3381235],"study_design_scores_gemma":[0.00001915831,0.00003943241,0.005472974,0.0003455549,0.00000585674,0.0004135554,0.007961627,0.0002965847,0.0002204077,0.002709608,0.9824976,0.00001766308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04112392,0.004396407,0.003378471,0.2068873,0.00527031,0.0005532165,0.002812323,0.002847633,0.7327304],"genre_scores_gemma":[0.3129489,0.01015535,0.02053808,0.1134904,0.003049863,0.0005383421,0.005691014,0.001799613,0.5317885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9869002,"threshold_uncertainty_score":0.4469124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173981645850351,"score_gpt":0.2408783311272056,"score_spread":0.2234801665421705,"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."}}