{"id":"W2120346313","doi":"","title":"Issues and challenges to development of institutional repositories in academic and research institutions in Nigeria","year":2008,"lang":"en","type":"article","venue":"Elpub digital library","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Promotion (chess); Institutional repository; Scholarly communication; Computer science; Open research; World Wide Web; Public relations; Knowledge management; Institutional research; Political science; Library science; Higher education; Publishing","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.07923036,0.0004257531,0.0008229492,0.008479793,0.01484905,0.03791155,0.0065174,0.005761418,0.01246198],"category_scores_gemma":[0.1470646,0.001081652,0.0008203576,0.009792015,0.008895739,0.0323672,0.018945,0.003666392,0.001882717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01531291,"about_ca_system_score_gemma":0.08251141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02160242,"about_ca_topic_score_gemma":0.02894101,"domain_scores_codex":[0.946517,0.03234426,0.005477593,0.002046286,0.006243018,0.007371874],"domain_scores_gemma":[0.7660035,0.08050285,0.03478563,0.01553761,0.05507369,0.04809676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003546343,0.001075195,0.1737792,0.00241688,0.0001220912,0.003016199,0.03754964,0.002372694,0.0007326886,0.3289803,0.04415967,0.4054409],"study_design_scores_gemma":[0.0002744517,0.0007960229,0.1199573,0.01145043,0.0002335478,0.004439597,0.3428751,0.006753901,0.002192543,0.06642309,0.4442025,0.0004015719],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4397819,0.0231175,0.0203532,0.3967937,0.001439044,0.002377363,0.0006731132,0.001007313,0.1144569],"genre_scores_gemma":[0.950465,0.005951199,0.02476822,0.004149332,0.0002958001,0.0005194697,0.0003001979,0.0001270455,0.01342372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9620885,"threshold_uncertainty_score":0.4190152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7150055971970769,"score_gpt":0.5527936526054816,"score_spread":0.1622119445915953,"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."}}