{"id":"W2114113954","doi":"10.1108/lr-11-2014-0125","title":"The issues and challenges facing a digital library with a special focus on the University of Calgary","year":2015,"lang":"en","type":"article","venue":"Library Review","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Digitization; Digital library; Function (biology); Variety (cybernetics); Originality; Computer science; World Wide Web; Library science; Value (mathematics); Focus (optics); Sociology; Telecommunications; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02405166,0.0004604896,0.001051502,0.004447354,0.01311099,0.02856121,0.00525937,0.006441644,0.005874805],"category_scores_gemma":[0.02547727,0.0006404055,0.0006739592,0.01244062,0.01189451,0.01240233,0.01010699,0.006047591,0.001278895],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.054706,"about_ca_system_score_gemma":0.1018724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3668035,"about_ca_topic_score_gemma":0.4997801,"domain_scores_codex":[0.9787918,0.00945001,0.001296307,0.001215857,0.005954388,0.003291659],"domain_scores_gemma":[0.9601576,0.01659952,0.003299094,0.001057587,0.01378361,0.005102617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001707736,0.0001914293,0.009928242,0.01530274,0.000174965,0.002683701,0.03416592,0.001266644,0.0009570245,0.1963347,0.1617477,0.5770764],"study_design_scores_gemma":[0.00002911849,0.000104811,0.01470784,0.007541053,0.00009982813,0.0009190878,0.09612206,0.0001455142,0.0006138482,0.007281627,0.8723357,0.00009955261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0389989,0.5733162,0.001713524,0.3052448,0.002599039,0.0001762359,0.00008916793,0.00008387223,0.07777831],"genre_scores_gemma":[0.2875004,0.5920062,0.01001824,0.07274485,0.002284711,0.0002758902,0.000191272,0.0001129043,0.03486555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9714388,"threshold_uncertainty_score":0.7293369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355378381610889,"score_gpt":0.1868763906015012,"score_spread":0.1513385524404123,"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."}}