{"id":"W3118059727","doi":"10.5430/ijfr.v11n6p348","title":"Budget Education and Management as a Necessity for Well-Being and Financial Stability: Cluster & MDS Analysis","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Modernization theory; Financial stability; Cluster (spacecraft); Control (management); Financial management; Business; Empirical research; Economic stability; Economics; Finance; Accounting; Actuarial science; Economic growth; Financial system; Macroeconomics; Management; Computer science","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":[0.001547568,0.0002641565,0.0003070052,0.002587823,0.0006623306,0.001510529,0.0002798148,0.0001743314,0.004792007],"category_scores_gemma":[0.005284361,0.00007009347,0.0004273959,0.003662374,0.001132341,0.0005489494,0.001220677,0.0003431897,0.0001615075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202195,"about_ca_system_score_gemma":0.001557512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034125,"about_ca_topic_score_gemma":0.006483006,"domain_scores_codex":[0.9988826,0.0004726367,0.00008482419,0.000154924,0.0002651531,0.0001398361],"domain_scores_gemma":[0.9968256,0.00175652,0.0005737346,0.0002337526,0.000426024,0.000184437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002757857,0.0001320972,0.7869495,0.0002283868,0.0002975289,0.0003616216,0.02589073,0.005249967,0.0008808835,0.04925169,0.003885915,0.126596],"study_design_scores_gemma":[0.000009168981,0.000147524,0.9034776,0.0001059595,0.0001135807,0.0002024318,0.04444454,0.02104186,0.0009689603,0.01389523,0.01554188,0.00005129413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777557,0.0001520351,0.01118167,0.000389343,0.00001769388,0.00008721636,0.0006751469,0.00003273178,0.009708398],"genre_scores_gemma":[0.9958556,0.00004244111,0.00294716,0.000006369236,0.000005484816,0.00003773387,0.000230785,0.000004675613,0.00086979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034125,"threshold_uncertainty_score":0.02056211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06901428439219853,"score_gpt":0.3473466009331402,"score_spread":0.2783323165409416,"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."}}