{"id":"W2400339898","doi":"","title":"Problems and prospects of implementing knowledge management in university libraries: A case study of Banaras Hindu University Library System.","year":2011,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hinduism; Library science; Sociology; Computer science; Theology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009056646,0.000294787,0.0002705803,0.001408852,0.009225352,0.008638369,0.003055613,0.003673725,0.00378013],"category_scores_gemma":[0.01513551,0.0003602607,0.0002866059,0.003053695,0.002874979,0.00468136,0.004404827,0.001537979,0.0006901057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008362359,"about_ca_system_score_gemma":0.01322542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541363,"about_ca_topic_score_gemma":0.0474478,"domain_scores_codex":[0.9887019,0.00793164,0.0003362753,0.0003213975,0.0009670478,0.001741742],"domain_scores_gemma":[0.9868922,0.007081775,0.001163551,0.0008644635,0.001861002,0.002136989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009776185,0.008015251,0.1355154,0.002017381,0.0001625314,0.02647018,0.3718336,0.01288314,0.007753114,0.06316529,0.01311877,0.3580878],"study_design_scores_gemma":[0.0001404309,0.001468936,0.05934479,0.0007527117,0.0001593766,0.00391968,0.825061,0.01574631,0.006691396,0.007368686,0.07917383,0.0001729518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715165,0.0005228869,0.002631344,0.003829833,0.00001917395,0.0002835057,0.00004209955,0.00007707405,0.02107759],"genre_scores_gemma":[0.9920093,0.0002927826,0.003365771,0.0002332779,0.000008082512,0.00004477428,0.00003453796,0.00001240018,0.003999052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541363,"threshold_uncertainty_score":0.06067342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291272905100013,"score_gpt":0.2270894924021273,"score_spread":0.1941767633511272,"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."}}