{"id":"W1513152578","doi":"","title":"Family Background, Family Income, Cognitive Tests Scores, Behavioural Scales and their Relationship with Post-secondary Education Participation: Evidence from the NLSCY","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Cognition; Graduation (instrument); Developmental psychology; Family income; Attendance; Aggression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003912987,0.000371366,0.0007418936,0.002139422,0.001872992,0.001659679,0.002317907,0.0008305815,0.004574668],"category_scores_gemma":[0.01610634,0.0004143813,0.00125304,0.005115758,0.001337323,0.0005578928,0.001825325,0.0009125863,0.0004013104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021744,"about_ca_system_score_gemma":0.005174875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.828758,"about_ca_topic_score_gemma":0.8337179,"domain_scores_codex":[0.9961547,0.0008788544,0.0002809018,0.0007667218,0.001221926,0.0006968523],"domain_scores_gemma":[0.9823564,0.005850628,0.005309699,0.001166201,0.003197601,0.002119514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008834146,0.00002888039,0.9958251,0.00004546392,0.000249945,0.00004942645,0.0004743386,0.00002432369,0.00001535998,0.00007247813,0.0005036248,0.002622835],"study_design_scores_gemma":[0.000003707616,0.00001708611,0.9987931,0.00004437598,0.00005085548,0.00001947811,0.0004229226,0.00002946272,0.000007789145,0.00001413559,0.0005936804,0.000003316981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790971,0.006599838,0.0002066603,0.0009127009,0.00003923144,0.00004908366,0.00732704,0.00001337827,0.00575512],"genre_scores_gemma":[0.9933447,0.002052602,0.0001341454,0.0001933543,0.0000208506,0.0000327996,0.003166873,0.00001250954,0.001042349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.828758,"threshold_uncertainty_score":0.3445009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469977963096644,"score_gpt":0.4080806693367795,"score_spread":0.2610828730271151,"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."}}