{"id":"W4409378680","doi":"10.1080/09620214.2025.2490950","title":"How Chinese high schools equip first-generation college students with capital for elite university admissions: an examination from the students’ perspective","year":2025,"lang":"en","type":"article","venue":"International Studies in Sociology of Education","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Elite; Mathematics education; Higher education; Capital (architecture); Cultural capital; Pedagogy; Sociology; Academic achievement; Psychology; Medical education; Political science; Social science; Economic growth; Medicine; Economics; History; Computer science","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":[0.001828354,0.000412198,0.0002852358,0.00136608,0.006396747,0.004930507,0.0007159109,0.0007653915,0.002928579],"category_scores_gemma":[0.002722845,0.0002262712,0.0002385278,0.001381352,0.006169775,0.001744937,0.00405763,0.001118141,0.0002072703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00512869,"about_ca_system_score_gemma":0.005163205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04140902,"about_ca_topic_score_gemma":0.07887752,"domain_scores_codex":[0.9985158,0.0004966346,0.00004755261,0.00008999595,0.0002308165,0.0006193013],"domain_scores_gemma":[0.9986199,0.0002646724,0.0002421954,0.00006436981,0.0001633915,0.0006454448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006618734,0.0001641782,0.196156,0.0000941983,0.00001940432,0.001145142,0.766736,0.00007368003,0.002213828,0.008240853,0.001373798,0.02371692],"study_design_scores_gemma":[0.000008789159,0.0001030171,0.123376,0.00007056595,0.00002044449,0.0002025503,0.8641571,0.0002515621,0.0005289409,0.001168369,0.01008161,0.00003111502],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959125,0.00005489108,0.00009562608,0.0005819813,0.000009994216,0.0000110513,0.0000096749,0.000002701086,0.003321581],"genre_scores_gemma":[0.9989555,0.00005596288,0.00005163528,0.0001349297,0.000004524974,0.000004867198,0.00000929673,0.000001637253,0.0007815977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04140902,"threshold_uncertainty_score":0.08233595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04989146948495026,"score_gpt":0.4281396217450448,"score_spread":0.3782481522600946,"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."}}