{"id":"W4415016829","doi":"10.1080/01596306.2025.2567659","title":"Soft authoritarian transformation of higher education in Hungary: taming academic freedom with neoliberal precarity","year":2025,"lang":"en","type":"article","venue":"Discourse Studies in the Cultural Politics of Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Precarity; Higher education; Authoritarianism; Neoliberalism (international relations); Academic freedom; Transformation (genetics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005003545,0.0001858292,0.0003083628,0.0008876451,0.003308167,0.008820897,0.0006042154,0.0007750696,0.002477178],"category_scores_gemma":[0.00677469,0.000163303,0.0002032532,0.0009518938,0.01933759,0.002652729,0.006303964,0.00160401,0.000206898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009239841,"about_ca_system_score_gemma":0.007410089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989904,"about_ca_topic_score_gemma":0.003465938,"domain_scores_codex":[0.9951041,0.002194603,0.0001884773,0.0004350188,0.001069336,0.001008451],"domain_scores_gemma":[0.9961965,0.002056208,0.0006339865,0.0004359302,0.000228966,0.0004483416],"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":[0.0001950683,0.0001838624,0.02002712,0.00021867,0.00003153796,0.001269443,0.1211024,0.00300345,0.002849369,0.799297,0.001601788,0.05022028],"study_design_scores_gemma":[0.000223399,0.0003302783,0.09681383,0.0005569321,0.00007051853,0.0006333477,0.190753,0.008060092,0.009445479,0.5254936,0.1675,0.0001195527],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012395,0.0004444228,0.008224857,0.004159925,0.00008061394,0.00005777731,0.00002755953,0.00003274745,0.08573269],"genre_scores_gemma":[0.9990398,0.00002764448,0.0001653793,0.00009842435,0.000006041164,0.000004942387,0.000003189791,0.000003067902,0.0006514311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966918,"threshold_uncertainty_score":0.06704003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708674055164504,"score_gpt":0.4232766705545352,"score_spread":0.3861899300028901,"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."}}