{"id":"W7132870424","doi":"","title":"Commercialization of Higher Education: MBA Students' Experience and Expectations","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of International Science and Engineering","keywords":"Commercialization; Higher education; Goods and services; Product (mathematics); Business education; Service (business); Service provider; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002926214,0.0003413884,0.0005584517,0.001527692,0.004962509,0.007132669,0.0009830629,0.00138939,0.004503272],"category_scores_gemma":[0.006628916,0.0005355128,0.0003484542,0.000956719,0.002298423,0.002818896,0.005097315,0.002896674,0.001128104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977525,"about_ca_system_score_gemma":0.002311874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008839126,"about_ca_topic_score_gemma":0.01041799,"domain_scores_codex":[0.9977023,0.0005236511,0.000100235,0.000200066,0.0006178468,0.0008558212],"domain_scores_gemma":[0.9926233,0.0006818745,0.0008375102,0.000105334,0.0008201959,0.00493178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001502983,0.003297702,0.3508378,0.000143666,0.00001260243,0.002412331,0.5965354,0.0001183138,0.003729955,0.003086502,0.003565964,0.0361094],"study_design_scores_gemma":[0.00001310517,0.0008992229,0.168569,0.0001216787,0.00001001957,0.001386868,0.8091781,0.0006361285,0.00140724,0.0005885668,0.01711942,0.00007072349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966192,0.0000997196,0.00008080255,0.0006391286,0.00001310188,0.00001695564,0.00002383631,0.000006014527,0.002501195],"genre_scores_gemma":[0.9971219,0.0001198892,0.00007673495,0.0001831436,0.00001053481,0.00001767287,0.00002402889,0.000006310874,0.002439727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008839126,"threshold_uncertainty_score":0.01757538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695579691208908,"score_gpt":0.3959102692595579,"score_spread":0.3589544723474688,"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."}}