{"id":"W1606087219","doi":"10.1108/lr-05-2015-0047","title":"The issues and challenges facing a digital library with a special focus on the Taylor Family Digital Library at the University of Calgary","year":2015,"lang":"en","type":"article","venue":"Library Review","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Digital library; Originality; Library science; Focus (optics); Value (mathematics); Computer science; Sociology; World Wide Web; Social science; Qualitative research; Art","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":[0.04490845,0.0003743812,0.001118278,0.004124229,0.01381815,0.03257994,0.003926306,0.009534465,0.003776393],"category_scores_gemma":[0.04519258,0.0006334197,0.0006630174,0.009754423,0.0175667,0.01858783,0.008877701,0.008447919,0.001109491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03772261,"about_ca_system_score_gemma":0.07788141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1251289,"about_ca_topic_score_gemma":0.2965034,"domain_scores_codex":[0.9631388,0.02271226,0.001832438,0.001473675,0.007838802,0.003003941],"domain_scores_gemma":[0.9243907,0.04296833,0.006181657,0.001475343,0.0191236,0.005860338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002010669,0.0001754928,0.006631954,0.01828755,0.0001883278,0.005034592,0.09919617,0.001023329,0.001035139,0.2216657,0.2287264,0.4178342],"study_design_scores_gemma":[0.00003159728,0.0001159851,0.006240923,0.009857291,0.0001550862,0.001793354,0.2439911,0.0001696988,0.0005044579,0.0136537,0.7233781,0.000108672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0277045,0.454022,0.001185818,0.4771723,0.003953351,0.00007675365,0.0000339275,0.00004781986,0.03580342],"genre_scores_gemma":[0.3426031,0.5051917,0.007049691,0.1201494,0.003511999,0.0002125492,0.00008399421,0.0000780802,0.02111962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.96742,"threshold_uncertainty_score":0.273698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07014369358479787,"score_gpt":0.1917956119120636,"score_spread":0.1216519183272657,"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."}}