{"id":"W4238042734","doi":"10.1086/498325","title":"Market University?<i>Universities in the Marketplace: The Commercialization of Higher Education</i> by Derek  Bok. Princeton, NJ: Princeton University, 2003. 233 pp. $16.95 (paper). ISBN 0‐691‐12012‐9.<i>Sustaining Change in Universities: Continuities in Case Studies and Concepts</i> by Burton R.  Clark. Berkshire: Society for Research into Higher Education and Open University, 2004. 210 pp. $36.95 (paper). ISBN 0‐335‐21590‐4.<i>Knowledge and Money: Research Universities and the Paradox of the Marketplace</i> by Roger L.  Geiger. Stanford, CA: Stanford University, 2004. 321 pp. $27.95 (paper). ISBN 0‐8047‐4926‐4.<i>The Future of Higher Education: Rhetoric, Reality, and the Risks of the Market</i> by Frank  Newman, Lara  Couturier, and Jamie  Scurry. San Francisco: Jossey‐Bass, 2004. 284 pp. $33.00 (cloth). ISBN 0‐7879‐6972‐9.<i>Buying In or Selling Out</i> edited by Donald G.  Stein. New Brunswick, NJ: Rutgers University, 2004. 188 pp. $25.95 (cloth). ISBN 0‐8135‐3374‐0.","year":2006,"lang":"en","type":"article","venue":"Comparative Education Review","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Commercialization; Higher education; Management; Library science; Political science; Sociology; Media studies; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00602519,0.0007566863,0.001378165,0.0002264976,0.002749951,0.0002919735,0.001932931,0.0004594401,0.000219675],"category_scores_gemma":[0.0001007193,0.0005637421,0.0001822622,0.004382155,0.006461069,0.002361636,0.0011494,0.001229376,7.125493e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763658,"about_ca_system_score_gemma":0.009651085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0984652,"about_ca_topic_score_gemma":0.02608842,"domain_scores_codex":[0.9893715,0.006438418,0.0009775915,0.00108598,0.001232425,0.0008940347],"domain_scores_gemma":[0.9913172,0.004000729,0.00144086,0.0008922013,0.002079146,0.0002699229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001692074,0.0005245915,0.01054699,0.001176121,0.0002499158,0.000003630755,0.03711786,0.000008575293,0.00002935508,0.01554623,0.932413,0.0006916033],"study_design_scores_gemma":[0.003526342,0.00008000807,0.0035493,0.001646731,0.0002978657,0.000007933467,0.2944664,0.0000267443,0.00001804766,0.0003461718,0.6955826,0.0004518064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09303234,0.8385201,0.00002015375,0.05166313,0.001049543,0.007453662,0.0008600343,0.00002985491,0.007371169],"genre_scores_gemma":[0.1203393,0.7849529,0.0002095747,0.001821693,0.0003354116,0.00003515082,0.0002327558,0.00007188033,0.09200138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2573485,"threshold_uncertainty_score":0.9996814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06427457573248367,"score_gpt":0.3918595220762858,"score_spread":0.3275849463438021,"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."}}