{"id":"W4285252718","doi":"10.2139/ssrn.4123770","title":"School Choice and Higher Education Attainment","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University; St. Francis Xavier University","funders":"","keywords":"School choice; Educational attainment; Psychology; Mathematics education; Demographic economics; Political science; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189674,0.0002388637,0.0004861987,0.00247136,0.001292879,0.003232864,0.0005092191,0.00125979,0.02567752],"category_scores_gemma":[0.008788085,0.0002056836,0.0006736298,0.003339041,0.0009921606,0.001471293,0.00200955,0.001478446,0.002164804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009141659,"about_ca_system_score_gemma":0.001043029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02053396,"about_ca_topic_score_gemma":0.03076118,"domain_scores_codex":[0.998487,0.0005545354,0.00007841915,0.0001141081,0.0001863836,0.0005794595],"domain_scores_gemma":[0.9841383,0.004695112,0.003866597,0.0004128357,0.0007931757,0.006093933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002059322,0.0006071572,0.9911902,0.00001458451,0.00006443672,0.00009531008,0.0004921576,0.0002568711,0.00007279027,0.003242203,0.0004736615,0.003284675],"study_design_scores_gemma":[0.00001607122,0.0001041673,0.9934614,0.0000177305,0.00002710868,0.0000450612,0.001935026,0.0005449221,0.00008173352,0.002670917,0.001087183,0.000008671301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917961,0.0002563161,0.00008021497,0.0008826463,0.00001100992,0.000005113692,0.0002792357,0.000007691679,0.006681634],"genre_scores_gemma":[0.9973301,0.00005414616,0.00002224746,0.00003104683,0.00001493096,0.000002284511,0.0001517436,0.000002181015,0.002391369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567752,"threshold_uncertainty_score":0.08589989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296075855171042,"score_gpt":0.3062150502944869,"score_spread":0.2932542917427765,"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."}}