{"id":"W2212399453","doi":"10.1111/caje.12518","title":"Education: Optimal Choice and Efficient Policy","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Public economics; Microeconomics; 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":[0.002098183,0.0005054855,0.001347689,0.0006441431,0.0005980121,0.002372749,0.0005673728,0.001841305,0.008666743],"category_scores_gemma":[0.007278054,0.0003764143,0.0005646771,0.0007420442,0.002483201,0.002342455,0.001272292,0.001765817,0.0005835891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513029,"about_ca_system_score_gemma":0.003259683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503788,"about_ca_topic_score_gemma":0.002617291,"domain_scores_codex":[0.9980829,0.001008821,0.00006247891,0.0002467589,0.0002123443,0.0003866843],"domain_scores_gemma":[0.9972305,0.001899007,0.0003149655,0.0001787324,0.0002194389,0.0001574484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005200433,0.00005697295,0.0003654768,0.00007643981,0.00002101345,0.00004033446,0.00005499975,0.060428,0.0001812298,0.930818,0.002006957,0.005898685],"study_design_scores_gemma":[0.00007457246,0.00002259111,0.0002585897,0.00004218945,0.000007507828,0.00001594083,0.00005581529,0.07008658,0.0001495414,0.9267384,0.002541748,0.000006593438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2186841,0.002492029,0.4710226,0.03328211,0.0002899707,0.0003782992,0.000895426,0.0002525819,0.2727028],"genre_scores_gemma":[0.9679243,0.0009704913,0.01391197,0.0005617673,0.00009529923,0.0001627837,0.00008788893,0.00002897065,0.01625654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008666743,"threshold_uncertainty_score":0.02899319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550029223058494,"score_gpt":0.2023016110757937,"score_spread":0.04729868876994431,"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."}}