{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006059064,0.0003634951,0.0005016029,0.001139968,0.001976496,0.003219413,0.001048415,0.0009352614,0.01407114],"category_scores_gemma":[0.02170968,0.0002822859,0.0006051144,0.001117272,0.001712608,0.001217824,0.003241174,0.002728477,0.001536527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528962,"about_ca_system_score_gemma":0.00365758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008372231,"about_ca_topic_score_gemma":0.01355871,"domain_scores_codex":[0.9941778,0.002552598,0.0001745641,0.0004628051,0.0008382073,0.001793999],"domain_scores_gemma":[0.9502847,0.01812415,0.008092449,0.001377226,0.001832986,0.0202884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006516636,0.002116811,0.9704081,0.00003445699,0.0001280218,0.0001298735,0.00176128,0.0004450981,0.0006666508,0.002035165,0.001587979,0.02003479],"study_design_scores_gemma":[0.00002418783,0.000549441,0.9931427,0.00003927638,0.00003960395,0.00002298444,0.003588437,0.0006578545,0.0002181698,0.0005445513,0.001157086,0.00001565183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943898,0.0001082592,0.0001909353,0.0007778525,0.00003083132,0.00001776952,0.00007922523,0.000009996435,0.004395366],"genre_scores_gemma":[0.9985687,0.00002401982,0.00006738755,0.00009957735,0.00001778623,0.00001116695,0.00005850954,0.00000487649,0.00114802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407114,"threshold_uncertainty_score":0.04707265,"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."}}