{"id":"W4390643847","doi":"10.32329/uad.992521","title":"Yükseköğretimde Program Değerlendirme: ABD, Avustralya, İngiltere ve Kanada Yükseköğretim Sistemlerinden Bazı Uygulamaların Karşılaştırmalı Analizi","year":2022,"lang":"tr","type":"article","venue":"Üniversite Araştırmaları Dergisi","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001730821,0.001312875,0.00129121,0.0007990139,0.006037269,0.0008882384,0.003046015,0.0005670021,0.03124363],"category_scores_gemma":[0.0001052706,0.001656976,0.0009563555,0.004013668,0.0008756488,0.001855749,0.001568037,0.001880992,0.001706687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401018,"about_ca_system_score_gemma":0.003134036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005182129,"about_ca_topic_score_gemma":0.001931387,"domain_scores_codex":[0.9877707,0.001189409,0.001503084,0.002343749,0.004185338,0.003007721],"domain_scores_gemma":[0.994969,0.000298423,0.001369991,0.001324249,0.0006432909,0.001395072],"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":[0.001383468,0.005184073,0.1842092,0.0006979036,0.00324392,0.003249194,0.09729923,0.004871506,0.0002428461,0.0288603,0.6290607,0.04169756],"study_design_scores_gemma":[0.002061954,0.0006904321,0.06478689,0.0001438765,0.000481123,0.00008372189,0.03574497,0.0003013125,0.0001216709,0.0002389537,0.8933969,0.001948241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8017192,0.005752919,0.0001179308,0.0196196,0.009482863,0.004782857,0.001091374,0.001106078,0.1563272],"genre_scores_gemma":[0.891826,0.001629143,0.00267805,0.001919744,0.001117168,0.0004211837,0.0004648902,0.0001809623,0.09976289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643361,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345057133815307,"score_gpt":0.2764053635832785,"score_spread":0.2629547922451254,"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."}}