{"id":"W4386264750","doi":"10.1007/978-3-031-35364-2_21","title":"Access versus Quality Trade-off: How Citizen-Centered Is the Public Policy Making in the Expansion of the Turkish Higher Education System?","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to Public Administration and Public Policy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Turkish; Openness to experience; Political science; Parliament; Newspaper; Government (linguistics); Quality (philosophy); Higher education; Public relations; Public policy; Public administration; Psychology; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005125562,0.0003316661,0.0004820422,0.001386678,0.002099022,0.01340612,0.001000854,0.002707487,0.01122674],"category_scores_gemma":[0.009050157,0.0002555735,0.0006554689,0.002358768,0.009132448,0.01376049,0.004374145,0.003015751,0.0007172761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009980686,"about_ca_system_score_gemma":0.005273444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617333,"about_ca_topic_score_gemma":0.00919306,"domain_scores_codex":[0.994417,0.002565268,0.0001365297,0.00046067,0.001246889,0.001173721],"domain_scores_gemma":[0.9957034,0.002263519,0.0004380845,0.0003595919,0.0008599759,0.0003753891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005396545,0.0000260399,0.0008227053,0.00008422536,0.00001300567,0.00004833622,0.00243797,0.0004532783,0.0002179315,0.9763331,0.002784911,0.01672457],"study_design_scores_gemma":[0.00002692197,0.00007092765,0.008119829,0.0003604123,0.00005297134,0.0001494851,0.008763091,0.002201529,0.000695269,0.8439874,0.1355181,0.00005398572],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1301624,0.01631433,0.02664984,0.06324147,0.0008180682,0.00008530208,0.0002463946,0.0001240081,0.7623581],"genre_scores_gemma":[0.9755862,0.002123031,0.001680055,0.001487991,0.000281071,0.00003457755,0.00004147952,0.0000563809,0.0187091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01340612,"threshold_uncertainty_score":0.07241535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09090048520051651,"score_gpt":0.4131062517802556,"score_spread":0.322205766579739,"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."}}