{"id":"W7118086507","doi":"10.32014/2025.2518-1467.1084","title":"IMPROVING FINANCING MECHANISMS FOR PUBLIC ]SERVICES IN SECONDARY EDUCATION","year":2025,"lang":"","type":"article","venue":"BULLETIN OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN ( THE BULLETIN)","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Flexibility (engineering); Public funding; Quality (philosophy); Relevance (law); Modernization theory; Public finance; Public policy; Empirical research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01311531,0.0003187614,0.0003414521,0.004608111,0.002278691,0.007224493,0.002301912,0.001781005,0.01110826],"category_scores_gemma":[0.02697499,0.0004022213,0.0005236002,0.00321036,0.001787367,0.003551237,0.004307837,0.001176012,0.001178217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456214,"about_ca_system_score_gemma":0.03188393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03486592,"about_ca_topic_score_gemma":0.02692648,"domain_scores_codex":[0.9902531,0.004692178,0.0006749919,0.0005451375,0.001442912,0.002391739],"domain_scores_gemma":[0.9843067,0.004725032,0.003893537,0.001612224,0.003420791,0.002041746],"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":[0.0003027719,0.0004257706,0.1235275,0.0005983891,0.00008916163,0.000326679,0.004247686,0.01336094,0.002209586,0.5872702,0.02624545,0.2413959],"study_design_scores_gemma":[0.0005979409,0.0007935743,0.3916452,0.002590436,0.0002039667,0.0007323145,0.01115236,0.03068682,0.007250253,0.1134515,0.4406323,0.0002632216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.765013,0.003928826,0.03857009,0.0423412,0.0004356206,0.001884944,0.002019618,0.0009454655,0.1448612],"genre_scores_gemma":[0.9848697,0.0004023926,0.006409796,0.0004356406,0.00009359267,0.0002782392,0.0002473686,0.00002287135,0.007240363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03486592,"threshold_uncertainty_score":0.1056562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692866782246492,"score_gpt":0.3330440152241892,"score_spread":0.2961153474017243,"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."}}