{"id":"W7127833436","doi":"","title":"Sustainable Public Financing with Equity in Higher Education: Comparative Policy Insights from Norway, Canada, Chile, and Türkiye","year":2025,"lang":"","type":"article","venue":"DergiPark (Istanbul University)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Public policy; Public finance; Sustainability; Corporate governance","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"],"consensus_categories":[],"category_scores_codex":[0.0003074091,0.000491007,0.0006669887,0.001381315,0.001809358,0.0004849046,0.0007967521,0.000318485,0.0005107165],"category_scores_gemma":[0.0002329662,0.0005896702,0.00006597452,0.00800295,0.001143927,0.001526264,0.0006146115,0.0005904834,0.000005050214],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01651744,"about_ca_system_score_gemma":0.06316592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9277028,"about_ca_topic_score_gemma":0.9392798,"domain_scores_codex":[0.9957504,0.000861309,0.0004728321,0.001117878,0.0006484372,0.001149194],"domain_scores_gemma":[0.9965013,0.0007811211,0.0003565339,0.0006672874,0.001238509,0.0004552279],"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":[0.0002368227,0.0006303524,0.03857568,0.0002377121,0.0001422541,0.0001513129,0.04260318,0.0001659608,0.000003411983,0.9089804,0.007804028,0.0004688404],"study_design_scores_gemma":[0.0007947776,0.00004949724,0.2176365,0.000153984,0.00007998933,7.048697e-7,0.2626044,0.00001719848,0.00001102165,0.0108583,0.507346,0.0004477252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6693809,0.001340805,0.00002450454,0.02306525,0.0007022471,0.0009248877,0.00002300009,0.0000337005,0.3045047],"genre_scores_gemma":[0.8530557,0.0001423123,0.00009670544,0.0005338839,0.0002462034,0.00001128851,0.00003363104,0.00001458803,0.1458657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8981221,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486051670215672,"score_gpt":0.2956212169316734,"score_spread":0.2707607002295167,"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."}}