{"id":"W2049895896","doi":"10.1080/00987913.2014.977127","title":"Knowledgebases: The Cornerstone of E-Resource Management and Access","year":2014,"lang":"en","type":"article","venue":"Serials Review","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Council of University Libraries; University of Toronto","funders":"","keywords":"Cornerstone; Metadata; Pace; Resource (disambiguation); Computer science; World Wide Web; Knowledge management; Resource management (computing); Human resource management system; Human resource management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01000418,0.0008396247,0.001581046,0.01025542,0.001635627,0.01314807,0.003858254,0.00319721,0.008806621],"category_scores_gemma":[0.02030238,0.0008784751,0.0007423515,0.01630795,0.003914626,0.02304805,0.005666869,0.003328513,0.009998738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003760105,"about_ca_system_score_gemma":0.00988182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006327845,"about_ca_topic_score_gemma":0.003976479,"domain_scores_codex":[0.9916603,0.001852463,0.0009430348,0.00099096,0.004279256,0.0002740052],"domain_scores_gemma":[0.9790522,0.009685754,0.001710479,0.002839288,0.005507286,0.001204962],"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":[0.00003536183,0.00007072464,0.000853958,0.005047855,0.0001013502,0.0001324716,0.001048351,0.000807673,0.001651643,0.1336093,0.05999172,0.7966497],"study_design_scores_gemma":[0.000003629857,0.00001766494,0.0003981669,0.001572494,0.00002329948,0.0001705308,0.0002567584,0.0001750727,0.0004759282,0.01716584,0.9797201,0.00002060962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004293027,0.7364609,0.08984718,0.03157572,0.00261278,0.0004089056,0.001093358,0.001657649,0.1320505],"genre_scores_gemma":[0.02693915,0.8077732,0.1134503,0.00762128,0.00367614,0.0002397579,0.002795841,0.0005307464,0.03697352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01314807,"threshold_uncertainty_score":0.05290776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885327368552573,"score_gpt":0.2540859256808817,"score_spread":0.235232651995356,"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."}}