{"id":"W7034309995","doi":"","title":"Survey of Data Processing Courses Taught in Collegiate Schools of Business","year":2016,"lang":"en","type":"article","venue":"SHAREOK (University of Oklahoma)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; York University; San José State University; Temple University; University of Dayton; Iowa State University; University of Notre Dame; Louisiana State University; University of Cincinnati; Washington State University; University of Tulsa; Johns Hopkins University; Baylor University; College of Engineering, Michigan State University; University of Missouri; Oklahoma State University; Michigan State University; University of Pennsylvania; University of Washington; Bradley University; Massachusetts Institute of Technology; Georgia Institute of Technology","keywords":"Data processing; Data collection; Administration (probate law); Information processing; Business information","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002571265,0.0002796817,0.0004742567,0.005752,0.001102751,0.001217696,0.000818555,0.0009618143,0.007272431],"category_scores_gemma":[0.01043974,0.0004482829,0.0004281638,0.00531552,0.0004249547,0.0008782838,0.00119672,0.0009581845,0.003561052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246718,"about_ca_system_score_gemma":0.004180189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02080106,"about_ca_topic_score_gemma":0.03153055,"domain_scores_codex":[0.9965372,0.0006333961,0.0004378954,0.0004954917,0.001219934,0.0006760669],"domain_scores_gemma":[0.9715565,0.005260548,0.00630492,0.000704128,0.009001518,0.007172401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263156,0.001081992,0.9745866,0.0001123844,0.00003133593,0.00005988641,0.001867919,0.00007306795,0.0007068528,0.00008380973,0.003532235,0.01773761],"study_design_scores_gemma":[0.000004404997,0.0001830156,0.9942379,0.00003021596,0.000005392598,0.00004397512,0.002089951,0.00008018792,0.0001568365,0.000009637295,0.003153671,0.000004813056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922277,0.0003775163,0.0002098089,0.0004755253,0.0000258116,0.000157812,0.003237161,0.00003538693,0.003253231],"genre_scores_gemma":[0.9836552,0.0009723364,0.0006086447,0.0008943806,0.00003995081,0.0002512922,0.004043864,0.00004432585,0.009490077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080106,"threshold_uncertainty_score":0.04135996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614029962763112,"score_gpt":0.261750186442907,"score_spread":0.2003471901665958,"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."}}