{"id":"W2231105720","doi":"10.1007/978-3-319-20877-0_12","title":"Financing Research Universities in Post-communist EHEA Countries","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Rousseau and Enlightenment Thought","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communism; Obligation; Political science; Quarter (Canadian coin); State (computer science); Higher education; Economic growth; Public administration; Business; Public relations; Economics; Geography; Law; Politics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006791052,0.0002697224,0.0003662401,0.0005026205,0.0005567927,0.0002922272,0.0004304433,0.0001896396,0.01208691],"category_scores_gemma":[0.000007385813,0.0002345481,0.00008148091,0.00001445823,0.0007563588,0.000289277,0.0002694117,0.0007440231,0.00137759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229388,"about_ca_system_score_gemma":0.0004486685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630792,"about_ca_topic_score_gemma":0.0152079,"domain_scores_codex":[0.9983933,0.00005180891,0.0002714765,0.0002545725,0.0006243963,0.0004044442],"domain_scores_gemma":[0.9987377,0.0001601587,0.00006495898,0.0004370393,0.000524951,0.00007518612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003986259,0.00001159007,0.000001901212,0.00004455038,0.00002442042,0.00006726212,0.0259674,0.000001043769,3.347845e-7,0.855526,0.1180713,0.0002443552],"study_design_scores_gemma":[0.0002192148,0.000117675,0.000002666137,0.0002310227,0.00001322517,0.000002275508,0.03244446,0.000003894809,0.000002724562,0.03282466,0.933852,0.0002862489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004400104,0.00283045,6.688523e-7,0.000948815,0.0003699988,0.0001888826,0.000107322,0.00007973894,0.9950341],"genre_scores_gemma":[0.009986199,0.0007318804,0.00002255495,0.0002014647,0.0005129385,0.000003918538,0.0001226449,0.00005231723,0.9883661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8227013,"threshold_uncertainty_score":0.9994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385200709546472,"score_gpt":0.3037344179534262,"score_spread":0.1652143469987789,"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."}}