{"id":"W2107309265","doi":"10.5539/cis.v7n4p74","title":"Prototyping Data Warehouse System for Ministry of Higher Education in Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Data warehouse; Computer science; Higher education; Institution; Stakeholder; World Wide Web; Engineering management; Knowledge management; Database; Public relations; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00199606,0.0003944564,0.000394045,0.001127704,0.0008069136,0.002897077,0.001217723,0.0006279617,0.002528358],"category_scores_gemma":[0.002471767,0.0004437974,0.000703944,0.001662364,0.0001941245,0.002316001,0.001174577,0.0007565983,0.001178193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007204987,"about_ca_system_score_gemma":0.001536766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004665339,"about_ca_topic_score_gemma":0.004545372,"domain_scores_codex":[0.9992402,0.000132273,0.0001480309,0.0001698753,0.0002371092,0.00007244606],"domain_scores_gemma":[0.9980155,0.0004426089,0.0001436198,0.0004116499,0.0007629209,0.0002235938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003009221,0.002611583,0.06967234,0.003499848,0.0004646746,0.00851813,0.01343753,0.02652398,0.1941764,0.02326741,0.09856557,0.5562534],"study_design_scores_gemma":[0.000747919,0.001179595,0.0600346,0.0007158574,0.0005363043,0.004803032,0.01198885,0.222145,0.2865249,0.009042738,0.4019016,0.0003796028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5903592,0.001481547,0.3160541,0.002695445,0.0002856976,0.002129003,0.02334155,0.04740338,0.01625],"genre_scores_gemma":[0.5041314,0.001127083,0.4520991,0.0003143871,0.00002989783,0.0005491347,0.03347508,0.0007265859,0.007547493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004665339,"threshold_uncertainty_score":0.01055628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932418275613062,"score_gpt":0.2991926731162103,"score_spread":0.2698684903600797,"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."}}