{"id":"W1994935465","doi":"10.1080/02680939.2011.566452","title":"Selling out: academic freedom and the corporate market","year":2011,"lang":"en","type":"article","venue":"Journal of Education Policy","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Academic freedom; Higher education; Sociology; Media studies; Management; Political science; Economic history; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00136131,0.0006769926,0.0004648203,0.0009539951,0.004471845,0.01874671,0.001003871,0.004942791,0.03093205],"category_scores_gemma":[0.002205527,0.0003469702,0.0003070227,0.002581131,0.01761913,0.01277126,0.00330596,0.004333487,0.004844359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008880046,"about_ca_system_score_gemma":0.007841775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05808938,"about_ca_topic_score_gemma":0.1129546,"domain_scores_codex":[0.9992344,0.0002387267,0.00001501822,0.00007807571,0.0002091368,0.0002246395],"domain_scores_gemma":[0.9989993,0.000441105,0.0001268057,0.00006039667,0.0001017229,0.0002707178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002780648,0.00003027071,0.0003601023,0.0001388567,0.000008130718,0.0001142346,0.003860563,0.0001836615,0.00007970122,0.5235391,0.4357954,0.03586229],"study_design_scores_gemma":[0.00001317379,0.000008836098,0.001496308,0.0004649255,0.000004628423,0.00006459381,0.004225246,0.0001541057,0.00006889615,0.1554934,0.8379846,0.00002117375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00511984,0.3468098,0.0006025729,0.256456,0.002510924,0.00001460159,0.0001696905,0.00006870646,0.3882479],"genre_scores_gemma":[0.3052807,0.2522861,0.0006180815,0.02614397,0.006350882,0.00004252862,0.0001785008,0.0001522741,0.4089471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955282,"threshold_uncertainty_score":0.1155025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465323726522238,"score_gpt":0.4174404470687324,"score_spread":0.2709080744165087,"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."}}