{"id":"W7114799933","doi":"10.60787/bsuje.vol25no1.6","title":"INFLUENCE OF INFORMATION COMMUNICATION TECHNOLOGY SKILLS ON RESEARCH OUTPUT OF ACADEMIC LIBRARIANS IN ADEKUNLE AJASIN UNIVERSITY LIBRARY, AKUNGBA AKOKO, ONDO STATE","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Information and Communications Technology; Information literacy; Data collection; Descriptive statistics; Descriptive research; Whiteboard; Population; Information technology","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":[0.003987706,0.0002327236,0.0003624783,0.003421709,0.002149837,0.005296267,0.000619531,0.0005468868,0.00550566],"category_scores_gemma":[0.03305129,0.0002675474,0.0003498771,0.005136416,0.0009183891,0.00139956,0.002153757,0.000649126,0.001218378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588451,"about_ca_system_score_gemma":0.005758196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904525,"about_ca_topic_score_gemma":0.005152171,"domain_scores_codex":[0.9924394,0.00310626,0.001065975,0.000397957,0.002344976,0.0006454385],"domain_scores_gemma":[0.949053,0.02277226,0.01127644,0.001325132,0.009022332,0.006550717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199514,0.0007374941,0.8293503,0.0006910296,0.0001038719,0.002688377,0.0336058,0.0002151766,0.002132933,0.0006499545,0.003978615,0.1256266],"study_design_scores_gemma":[0.00002262133,0.0004128287,0.8904588,0.0003536789,0.0001042687,0.002121145,0.07876781,0.0004369525,0.002017351,0.0004892,0.02474788,0.00006736602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981986,0.001535242,0.0003421821,0.002100449,0.00002866539,0.00004396951,0.0001680785,0.00004577385,0.01374962],"genre_scores_gemma":[0.9935117,0.001584546,0.0005081215,0.0002996197,0.00004926538,0.00004118963,0.0001476501,0.00001584394,0.003842087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00550566,"threshold_uncertainty_score":0.0210892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245872618070784,"score_gpt":0.3028761262135276,"score_spread":0.2904174000328197,"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."}}