{"id":"W4415765411","doi":"10.1080/09645292.2025.2579801","title":"School choice and higher education attainment","year":2025,"lang":"en","type":"article","venue":"Education Economics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Voucher; School choice; Government (linguistics); Educational attainment; Higher education; Private school","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871331,0.00005619798,0.00006066897,0.00008115282,0.0002899645,0.0001247706,0.0001090248,0.0000565337,0.0007077897],"category_scores_gemma":[0.00006876828,0.00006633565,0.00001568286,0.0001071666,0.00005140646,0.0003657444,0.00001610118,0.00006975441,0.0001330817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930763,"about_ca_system_score_gemma":0.002235331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174546,"about_ca_topic_score_gemma":0.000771624,"domain_scores_codex":[0.9995456,0.00002949447,0.0001252277,0.000149731,0.00003236777,0.0001175314],"domain_scores_gemma":[0.9996055,0.00005617555,0.00005503991,0.0001352732,0.00005048336,0.00009753706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003686012,0.0001471936,0.5086614,0.00002113784,0.00001474089,4.655519e-9,0.0011933,0.000008413669,0.000007600854,0.1950644,0.1703203,0.1245578],"study_design_scores_gemma":[0.00004564175,0.000002458063,0.3178467,0.00001067481,0.000005241941,4.68428e-8,0.001066798,0.000002994847,0.00001041715,0.00378248,0.6771764,0.00005013191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003304,0.0007624879,0.00000364669,0.02434076,0.003369441,0.000152927,9.454363e-7,0.00002455375,0.2710148],"genre_scores_gemma":[0.8309457,0.00104679,0.0003200671,0.007135356,0.002128317,0.00008735844,0.000011329,0.000005570835,0.1583195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.506856,"threshold_uncertainty_score":0.7749801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786731831680979,"score_gpt":0.3380715907530094,"score_spread":0.3202042724361996,"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."}}