{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001362753,0.00009016695,0.0001830176,0.001616511,0.0003135092,0.0001935341,0.001312258,0.0002086197,0.0000199689],"category_scores_gemma":[0.0007173755,0.00009167525,0.00004153148,0.003799906,0.0007342196,0.0652543,0.0003903289,0.000736104,0.00003173637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009328387,"about_ca_system_score_gemma":0.001185457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005666854,"about_ca_topic_score_gemma":0.00002109665,"domain_scores_codex":[0.9980205,0.0005096202,0.0005292885,0.0001389791,0.0005086969,0.000292897],"domain_scores_gemma":[0.9986508,0.0004278643,0.0002777126,0.0004525189,0.000138184,0.00005294119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001457173,0.0001271319,0.1835375,0.00007540906,0.00001731635,0.000001042722,0.02647585,0.003287417,0.0002720992,0.7737088,0.005940828,0.00641084],"study_design_scores_gemma":[0.001188622,0.0001811619,0.3247509,0.001028551,0.000009338942,3.298027e-7,0.03719251,0.0001676852,0.01266326,0.0578293,0.5646952,0.0002932249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405855,0.0001194675,0.00005525739,0.005164925,0.00004446798,0.0003468249,0.00007611977,0.00004715309,0.05356028],"genre_scores_gemma":[0.9934518,0.00105915,0.0002607595,0.0004757032,0.00000632615,0.000003876005,0.00003911036,0.000003525641,0.004699788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158795,"threshold_uncertainty_score":0.9478195,"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."}}