{"id":"W1603273427","doi":"10.3386/w11279","title":"The Impact of Family Income on Child Achievement","year":2005,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; William T. Grant Foundation","keywords":"Demographic economics; Psychology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01135013,0.0001886178,0.0004018225,0.0005316763,0.0006821826,0.00008103439,0.001014212,0.0003761656,0.0001629004],"category_scores_gemma":[0.001141769,0.0001423115,0.000357153,0.000272499,0.000775817,0.00009472155,0.0001440203,0.0007926699,0.00006851432],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00463343,"about_ca_system_score_gemma":0.01066667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0261175,"about_ca_topic_score_gemma":0.003391193,"domain_scores_codex":[0.9951537,0.0003997814,0.0007285657,0.0003569126,0.002823629,0.0005373569],"domain_scores_gemma":[0.9956614,0.001482717,0.000440306,0.0003651411,0.00191299,0.0001374338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001395031,0.0003995888,0.02632743,0.00007085774,0.0007934673,0.000001625875,0.001381187,0.005082314,0.0000273482,0.9142601,0.04569488,0.005821622],"study_design_scores_gemma":[0.0009552818,0.0007565276,0.6513998,0.0002824858,0.00002831257,0.000002805273,0.003455559,0.0004898708,0.00001206004,0.1824056,0.1596476,0.0005640346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06513929,0.000921479,9.360663e-7,0.0008851559,0.000407523,0.0005576224,0.0002362408,0.000009286341,0.9318424],"genre_scores_gemma":[0.9748958,0.01333173,0.00002704637,0.00001625058,0.001302569,0.00003948597,0.0001357093,0.00002687014,0.01022455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9216179,"threshold_uncertainty_score":0.9991876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2592858500279867,"score_gpt":0.5275383290836124,"score_spread":0.2682524790556257,"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."}}