{"id":"W3201086369","doi":"10.1111/roiw.12538","title":"Vietnam Era Fathers: The Intergenerational Transmission of Tertiary Education","year":2021,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nature versus nurture; Attendance; Context (archaeology); Educational attainment; Cohort; Lottery; Demographic economics; Population; Higher education; Economics; Economic growth; Psychology; Demography; Sociology; Medicine; Geography","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":[0.0006604577,0.00004992292,0.0001475657,0.00001830988,0.0002306095,0.00000748752,0.00007315283,0.00002108867,0.0002740309],"category_scores_gemma":[0.0001463433,0.00003265123,0.00006509373,0.0001400589,0.00009719848,0.00007192678,0.00001630782,0.00004944377,0.000002272544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002390662,"about_ca_system_score_gemma":0.0008675097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520091,"about_ca_topic_score_gemma":0.000131012,"domain_scores_codex":[0.99906,0.0002472684,0.0003283512,0.00008710669,0.0002092679,0.00006800172],"domain_scores_gemma":[0.9992897,0.000102051,0.0001225001,0.00007481288,0.0003740418,0.00003688346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001092945,0.0005127053,0.01586684,0.008196652,0.0001104142,2.553201e-7,0.01669044,0.00000371298,0.001589908,0.7739673,0.0320743,0.1509765],"study_design_scores_gemma":[0.0002257138,0.0001004856,0.1016149,0.01680232,0.0001301154,0.000009642778,0.009914733,0.0000446801,0.002876152,0.01774811,0.8502151,0.0003180346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1474044,0.6738421,0.000649319,0.1593888,0.001010145,0.0005405394,0.00003095396,0.00001259511,0.01712116],"genre_scores_gemma":[0.68827,0.3036851,0.00130399,0.004518318,0.0004370801,0.00003528848,0.00004403606,0.000004321763,0.001701899],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8181408,"threshold_uncertainty_score":0.3000446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282526423060603,"score_gpt":0.3670203284708519,"score_spread":0.3387676861647916,"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."}}