{"id":"W83943654","doi":"","title":"University access for disadvantaged children: A comparison across English speaking countries","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Bachelor; Socioeconomic status; Political science; Demographic economics; Economic growth; Sociology; Demography; Economics; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003227637,0.0001854896,0.0003842933,0.0001430967,0.001511477,0.0003651873,0.0008630414,0.0002601551,0.00008510528],"category_scores_gemma":[0.001243101,0.0002137494,0.0001539637,0.0001034223,0.0006773413,0.0003797935,0.0009733221,0.0006794624,0.000005236224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534778,"about_ca_system_score_gemma":0.000808065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021872,"about_ca_topic_score_gemma":0.029784,"domain_scores_codex":[0.9975922,0.0003875439,0.0003807032,0.0005072917,0.0003184387,0.0008138709],"domain_scores_gemma":[0.9977144,0.001100754,0.0001947855,0.000276393,0.0005678585,0.0001458108],"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":[0.0003482176,0.0005196573,0.6983258,0.0002257378,0.0003853441,0.000001586442,0.2121498,0.004437409,0.000003677661,0.06216449,0.001715869,0.01972241],"study_design_scores_gemma":[0.0007414818,0.00004097679,0.1702164,0.0002048807,0.00003037676,4.837145e-7,0.1161102,0.0005042976,0.00006455703,0.002750434,0.7084529,0.0008830604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458252,0.0001898561,0.00002091745,0.001770051,0.002202796,0.001089198,0.0006902163,0.00004787358,0.04816385],"genre_scores_gemma":[0.9911468,0.002668822,0.0002672691,0.00007594015,0.002427313,0.00007102811,0.0002545785,0.00001948246,0.003068768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.706737,"threshold_uncertainty_score":0.9997884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122010487592747,"score_gpt":0.451532228970813,"score_spread":0.3393311802115382,"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."}}