{"id":"W4392754716","doi":"10.5539/ijef.v16n4p78","title":"Examining the Impact of Baumol’s Cost Disease in Brazilian Municipal Education: A Decade Analysis (2009-2019)","year":2024,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Education and Public Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Public economics; Development economics; Economic growth; Regional science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001456541,0.0001843905,0.000254249,0.0017319,0.0005079572,0.00169581,0.0003526472,0.0003863627,0.002041447],"category_scores_gemma":[0.006992714,0.0001422819,0.0006122415,0.003827019,0.0004056185,0.0008762414,0.0009684653,0.000621649,0.0001657499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008198961,"about_ca_system_score_gemma":0.004398413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2592112,"about_ca_topic_score_gemma":0.193307,"domain_scores_codex":[0.9992705,0.0001433706,0.00004514032,0.0000541152,0.0002415106,0.0002453531],"domain_scores_gemma":[0.99737,0.0006683067,0.0009285473,0.00009857812,0.000745934,0.0001885822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646028,0.0001399825,0.8236983,0.0005409074,0.0002451272,0.001160621,0.003052777,0.01648368,0.0003804547,0.05240367,0.01692668,0.08480317],"study_design_scores_gemma":[0.000009624128,0.0000926259,0.9150769,0.0003031221,0.0001716666,0.000357444,0.007481179,0.02035192,0.0004501993,0.004533154,0.05113989,0.00003220006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658978,0.006121819,0.001714729,0.005387886,0.00006527915,0.00005490915,0.003523105,0.00002909109,0.01720544],"genre_scores_gemma":[0.9960705,0.001405234,0.0002127004,0.0000907069,0.00002524159,0.00001233479,0.001046326,0.000006853119,0.001130093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2592112,"threshold_uncertainty_score":0.5154049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348844716836479,"score_gpt":0.3834783544516534,"score_spread":0.3485938827680055,"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."}}