{"id":"W2948361992","doi":"10.17705/1cais.04441","title":"Impact of MBA Programs’ Business Analytics Breadth on Salary and Job Placement: The Role of University Ranking","year":2019,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Salary; Ranking (information retrieval); Analytics; Job placement; Medical education; Computer science; Management; Psychology; Data science; Political science; Pedagogy; Medicine; Information retrieval; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009075669,0.00007586656,0.0001695198,0.0001563433,0.0001754404,0.00008036933,0.0009885693,0.00005838935,0.000002024223],"category_scores_gemma":[0.0003000628,0.00005086367,0.00008859947,0.0007131834,0.00005779781,0.001151875,0.000378115,0.00006766633,0.000007690263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008712067,"about_ca_system_score_gemma":0.00004034424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006803574,"about_ca_topic_score_gemma":0.00002664351,"domain_scores_codex":[0.9991865,0.00003792239,0.0003906706,0.00004821038,0.0002521621,0.00008452826],"domain_scores_gemma":[0.9962125,0.0002388396,0.001511646,0.0009139503,0.001119105,0.000003977946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287804,0.0001191991,0.7340312,0.0005490988,0.0002699959,2.688014e-9,0.0005779567,0.005818046,0.0001652822,0.2512712,0.0006038522,0.006465367],"study_design_scores_gemma":[0.001305002,0.00004570512,0.590365,0.0006881722,0.0003009041,8.501807e-7,0.004605669,0.06954747,0.0001202176,0.0006441333,0.3321263,0.0002506442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8219063,0.0007012188,0.001952765,0.001784978,0.0008518709,0.005623859,0.0005978266,0.0001042262,0.1664769],"genre_scores_gemma":[0.9995807,0.00004516271,0.00003678252,0.00001956242,0.00001804459,0.0000059069,0.0001504946,0.000004108934,0.0001392267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3315224,"threshold_uncertainty_score":0.207416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545490479125297,"score_gpt":0.263654277622724,"score_spread":0.2281993728314711,"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."}}