{"id":"W3121889256","doi":"","title":"ICT FOR ACADEMIC RECORDS MANAGEMENTIN COLLEGES OF EDUCATION IN KWARA STATE, NIGERIA","year":2020,"lang":"en","type":"article","venue":"AL-HIKMAH JOURNAL OF EDUCATION","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; ICTS; Sample (material); Quarter (Canadian coin); Descriptive statistics; Population; Medical education; Business; Psychology; Geography; Statistics; Sociology; Computer science; Medicine; Mathematics; World Wide Web; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699726,0.0001219631,0.0001722106,0.001522853,0.002355964,0.002888544,0.0004558034,0.0004582222,0.003897032],"category_scores_gemma":[0.005964912,0.0002224174,0.0001193852,0.00223199,0.0007068177,0.001234981,0.001620151,0.0006733413,0.0003565829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418292,"about_ca_system_score_gemma":0.01017897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00812625,"about_ca_topic_score_gemma":0.01803976,"domain_scores_codex":[0.998517,0.0004089449,0.0002375668,0.0001048719,0.0004408117,0.0002908737],"domain_scores_gemma":[0.9907649,0.00273213,0.002794115,0.0003371166,0.001069574,0.00230226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468095,0.0007828932,0.7162988,0.001349896,0.00001857788,0.002103417,0.02432384,0.0003222532,0.001784144,0.00282144,0.003547454,0.2465005],"study_design_scores_gemma":[0.00001815926,0.0006600953,0.8465312,0.001453358,0.00005500188,0.002406216,0.100809,0.0008215387,0.002716981,0.001038647,0.04343923,0.00005047449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867889,0.002440141,0.0003705131,0.002545874,0.00002749433,0.0001298561,0.0001075686,0.00002610589,0.007563462],"genre_scores_gemma":[0.9949987,0.001915857,0.0006717677,0.0001553707,0.00001692403,0.00002869654,0.0000452352,0.000002165392,0.002165234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00812625,"threshold_uncertainty_score":0.01754606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675394393372906,"score_gpt":0.2776137342914248,"score_spread":0.2408597903576958,"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."}}