{"id":"W262708198","doi":"","title":"Post-Secondary Attendance by Parental Income in the U.S. and Canada: What Role for Financial Aid Policy? NBER Working Paper No. 17218.","year":2011,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Attendance; Developing country; Economics; Business; Finance; Demographic economics; Labour economics; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.001500014,0.0001344921,0.0002189204,0.00040111,0.0002249991,0.0001826333,0.0003975502,0.00007176281,0.0003181254],"category_scores_gemma":[0.0005111287,0.0001172343,0.00006489874,0.0002511158,0.0001278114,0.001361205,0.0001709763,0.0002190553,0.00003566355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855622,"about_ca_system_score_gemma":0.0006333023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4711116,"about_ca_topic_score_gemma":0.5177639,"domain_scores_codex":[0.9984532,0.00003428697,0.0004015228,0.0003127586,0.0004411652,0.000357061],"domain_scores_gemma":[0.9989234,0.0002838073,0.0001583178,0.0001552182,0.0004636294,0.00001563783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004694471,0.0001381573,0.6829341,0.0001462269,0.0000300235,0.000004907991,0.000307029,0.00001553924,0.000773636,0.2818719,0.02894186,0.004367205],"study_design_scores_gemma":[0.002220847,0.000068284,0.72672,0.0002016103,0.00002563229,0.000002986596,0.0008378164,0.001990094,0.0002168104,0.1493,0.1179027,0.0005131392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758074,0.0005954188,4.124595e-7,0.001573567,0.0001929876,0.0005004444,0.00004359301,0.000006273665,0.02127995],"genre_scores_gemma":[0.9969884,0.00005650273,0.00006428025,0.001490384,0.0007773221,0.00007981027,0.0002014272,0.00001584571,0.0003259823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325718,"threshold_uncertainty_score":0.5324103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07214324037964326,"score_gpt":0.3402720353034341,"score_spread":0.2681287949237908,"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."}}