{"id":"W2126325451","doi":"10.1111/caje.12019","title":"Estimating the benefit of high school for university‐bound students: evidence of subject‐specific human capital accumulation","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"School Choice and Performance","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Human capital; Mathematics education; Value (mathematics); Subject (documents); Scale (ratio); Measure (data warehouse); School education; Capital (architecture); Point (geometry); Pedagogy; Sociology; Psychology; Economics; Mathematics; Computer science; Statistics; Economic growth; Geography; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099012,0.0001304489,0.0003501778,0.0003360356,0.0005182377,0.000147486,0.0009423684,0.0001155121,0.0004254798],"category_scores_gemma":[0.0003351239,0.0001396553,0.0001535981,0.0001448991,0.0002906533,0.001259272,0.00001858567,0.0001946086,0.000007389627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436071,"about_ca_system_score_gemma":0.001789698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6026757,"about_ca_topic_score_gemma":0.9838919,"domain_scores_codex":[0.9987279,0.00006533175,0.0006094027,0.0001717894,0.000009903863,0.0004156382],"domain_scores_gemma":[0.997231,0.0004075996,0.000882218,0.000249016,0.0005299714,0.0007001812],"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":[0.0001480727,0.00003384184,0.3500803,0.0001777988,0.0003415654,0.00001255077,0.023595,0.04710337,0.0002739826,0.5713126,0.001626172,0.005294767],"study_design_scores_gemma":[0.003879923,0.001832076,0.4388342,0.001913609,0.00030248,0.00006308287,0.04108075,0.003096978,0.000743849,0.493826,0.0130202,0.00140691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970967,0.0002042267,0.00005109045,0.001298875,0.0006798932,0.0004276179,0.00004666903,0.000002559369,0.0001924119],"genre_scores_gemma":[0.9981617,0.0000847339,0.0005444852,0.00007432554,0.0007487249,0.000005129702,0.000003847055,0.00001513342,0.000361956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3812161,"threshold_uncertainty_score":0.5694979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1738348220611605,"score_gpt":0.265947891670246,"score_spread":0.09211306960908555,"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."}}