{"id":"W2033132878","doi":"10.1108/01604951211199155","title":"Application of ICTs in collection development in private university libraries in Kenya","year":2012,"lang":"en","type":"article","venue":"Collection Building","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Collection development; ICTS; Originality; Data collection; Information and Communications Technology; Business; Information needs; Value (mathematics); Order (exchange); Collections management; Process (computing); Public relations; Knowledge management; Library science; Sociology; Computer science; Political science; Qualitative research; World Wide Web; Social science","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":[0.007864401,0.0003058086,0.0003389454,0.003123377,0.006698458,0.00550527,0.001148233,0.0006581628,0.005628725],"category_scores_gemma":[0.016155,0.0005041012,0.0002939207,0.004893354,0.00207273,0.004144734,0.004977433,0.0006837852,0.0005653567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006343951,"about_ca_system_score_gemma":0.01316889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132253,"about_ca_topic_score_gemma":0.02470824,"domain_scores_codex":[0.988927,0.007301823,0.0007784739,0.0005039156,0.001591247,0.0008975184],"domain_scores_gemma":[0.9764891,0.01373017,0.003577386,0.001838128,0.002483784,0.001881446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005693292,0.001684537,0.118339,0.003826997,0.0001020799,0.003117661,0.1874629,0.001092338,0.006461798,0.009814268,0.005952291,0.6615768],"study_design_scores_gemma":[0.000175799,0.002136056,0.2998668,0.003485474,0.0002100252,0.001838989,0.4620807,0.002153343,0.01152787,0.005412452,0.2108797,0.0002326831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414606,0.002679534,0.003909052,0.003182765,0.0000415541,0.001100951,0.000191176,0.0001460431,0.0472884],"genre_scores_gemma":[0.9833756,0.002445481,0.009415085,0.0002622722,0.00002743088,0.0002554438,0.00007698753,0.00001667712,0.004125045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132253,"threshold_uncertainty_score":0.04602879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587907930709183,"score_gpt":0.2515364621302411,"score_spread":0.2356573828231492,"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."}}