{"id":"W4385361979","doi":"10.1515/9780773576889","title":"Selling Out","year":2009,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0002451222,0.0003106137,0.0003608725,0.0001559421,0.001151281,0.00007504295,0.0006619717,0.000499321,0.000115423],"category_scores_gemma":[0.00001991584,0.00038375,0.0001799539,0.00003132893,0.0001999189,0.0001702658,0.0001140097,0.0004434049,0.0001259161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398414,"about_ca_system_score_gemma":0.001066624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165224,"about_ca_topic_score_gemma":0.00001151746,"domain_scores_codex":[0.9978725,0.0001575853,0.0002197574,0.0005202067,0.0007387479,0.0004911692],"domain_scores_gemma":[0.9987154,0.00009757052,0.0003117263,0.0003516737,0.000244946,0.0002786547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000192001,0.00002843088,0.000006000413,0.00002519105,0.00007218929,0.00006913225,0.005104188,0.000006357463,4.443229e-7,0.7235642,0.2683152,0.00278951],"study_design_scores_gemma":[0.0002299067,0.00001728169,0.00002327305,0.0001402514,0.00006982782,1.797838e-7,0.0003126805,3.415063e-7,0.00003367308,0.001216774,0.9975002,0.0004556451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003749252,0.000003290462,0.00005978214,0.0004727397,0.0005640147,0.0003805291,0.00006791819,0.000234279,0.9982137],"genre_scores_gemma":[0.0001495797,0.0004378667,0.0005500129,0.0004710568,0.0004051101,0.0000013205,0.00003525974,0.00002743635,0.9979224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.729185,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022104443116889,"score_gpt":0.2529840138299531,"score_spread":0.2327629693987842,"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."}}