{"id":"W3093842393","doi":"10.4018/joeuc.2020100107","title":"Business Analytics/Business Intelligence and IT Infrastructure","year":2020,"lang":"en","type":"article","venue":"Journal of Organizational and End User Computing","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Times Higher Education; Missouri University of Science and Technology; National Center for Women and Information Technology; University of Nebraska-Lincoln; Western Washington University; National University of Singapore; National Science Foundation","keywords":"Business intelligence; Flexibility (engineering); Business analytics; Knowledge management; Analytics; Business; Computer science; Information technology management; Business activity monitoring; Process management; Business process; Business model; Information system; Data science; Business process modeling; Electronic business; Marketing; Management information systems; Management; Engineering","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":[0.001102433,0.000325655,0.000169882,0.001779523,0.0008707618,0.004112137,0.000312407,0.0005534738,0.008497597],"category_scores_gemma":[0.004077451,0.0001654383,0.0003006811,0.003690678,0.0019387,0.004050556,0.002006127,0.001289961,0.0008922933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438867,"about_ca_system_score_gemma":0.0022991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607976,"about_ca_topic_score_gemma":0.002687046,"domain_scores_codex":[0.9982826,0.0005647258,0.000100008,0.0001477192,0.0005627113,0.0003424066],"domain_scores_gemma":[0.9920195,0.003730631,0.002226833,0.0004018495,0.000656836,0.0009644557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002168465,0.0009629123,0.3961922,0.0007030502,0.0002493671,0.0007973378,0.004529875,0.005439252,0.002413472,0.4073451,0.006248003,0.1749028],"study_design_scores_gemma":[0.00005950469,0.0003776191,0.6523121,0.0008318984,0.0002120367,0.001458168,0.01726103,0.01039246,0.002851379,0.1811876,0.1329538,0.0001023648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6421491,0.003720126,0.006980943,0.007648563,0.00006897213,0.00008106291,0.0002620869,0.0001170486,0.3389721],"genre_scores_gemma":[0.9962769,0.0005472383,0.001108425,0.0002209496,0.00003109738,0.00001402992,0.00006725291,0.000007790674,0.001726279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008497597,"threshold_uncertainty_score":0.0284273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504953998476024,"score_gpt":0.2495223664295887,"score_spread":0.2044728264448284,"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."}}