{"id":"W2966162221","doi":"10.4324/9781315772233-2","title":"The university and society","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009514753,0.0004288962,0.0003404702,0.001267817,0.007069989,0.009537713,0.0005630675,0.002242845,0.03258597],"category_scores_gemma":[0.001592328,0.0001650231,0.0002029957,0.002062357,0.01311267,0.007763518,0.005995483,0.002958952,0.006060919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006745718,"about_ca_system_score_gemma":0.006298214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008428995,"about_ca_topic_score_gemma":0.01302382,"domain_scores_codex":[0.9985845,0.0006048838,0.00003877794,0.0001756564,0.0002829844,0.0003131716],"domain_scores_gemma":[0.9994411,0.0001305729,0.00004345745,0.00008596972,0.00009791925,0.0002009412],"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":[0.000002487563,0.000005166678,0.0001016561,0.00001873723,9.321211e-7,0.00001625378,0.00211887,0.00002947819,0.00001514901,0.955121,0.02812153,0.01444885],"study_design_scores_gemma":[0.000001468885,0.000004757831,0.0001984723,0.00008751796,8.394683e-7,0.00003392539,0.001254282,0.00001449004,0.00001782715,0.05909492,0.9392882,0.000003213398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002639233,0.02000947,0.0006430566,0.02175909,0.001425814,0.00001202868,0.00004497487,0.00003971203,0.9534265],"genre_scores_gemma":[0.3178138,0.03117671,0.001405661,0.01139955,0.003647459,0.00007313233,0.0001470623,0.0001087073,0.6342279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03258597,"threshold_uncertainty_score":0.1090109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330519880778469,"score_gpt":0.2447131695474613,"score_spread":0.2314079707396766,"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."}}