{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073888,0.00006902494,0.0002124149,0.0002281711,0.00005264684,0.00001436355,0.001257385,0.00004066955,0.00008767223],"category_scores_gemma":[0.00008624802,0.00006323245,0.00001710544,0.001000225,0.00005942266,0.001670633,0.0003869446,0.00003320144,0.00001715982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004938353,"about_ca_system_score_gemma":0.0007573783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006321147,"about_ca_topic_score_gemma":0.0004554451,"domain_scores_codex":[0.9991208,0.00006149757,0.0002480059,0.0001764004,0.0002795117,0.0001137804],"domain_scores_gemma":[0.9982333,0.00004608942,0.0004365417,0.0004771559,0.0007655558,0.00004136088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495581,0.0009874819,0.5943795,0.001748633,0.0001465875,0.00002038228,0.03042634,0.00006049213,0.001900379,0.007150661,0.06273549,0.3002945],"study_design_scores_gemma":[0.0007178774,0.0000118838,0.9927999,0.0005099293,0.000003260081,0.000002644405,0.002373829,0.001395863,0.0002362387,0.0000248516,0.001807003,0.0001167153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8223639,0.0002062854,0.1686866,0.002220369,0.0004568385,0.0005319673,0.0006649255,0.00006605559,0.004803029],"genre_scores_gemma":[0.9945437,0.00001626003,0.004897292,0.00000881404,0.000003785546,2.215592e-7,0.00003778316,0.000002200864,0.0004899148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3984204,"threshold_uncertainty_score":0.2578545,"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."}}