{"id":"W2132118604","doi":"10.1257/aer.20161329","title":"The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit: Reply","year":2017,"lang":"en","type":"article","venue":"American Economic Review","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":449,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Economics; Earned income tax credit; Instrumental variable; Income tax; Demographic economics; Econometrics; Labour economics; Tax credit; Public economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002287949,0.0002164336,0.000601493,0.00002123455,0.001624285,0.0002172713,0.002194281,0.00003529958,0.0000561409],"category_scores_gemma":[0.001120135,0.00012439,0.0003577346,0.000111201,0.00159066,0.0002894878,0.0002121091,0.0002391036,0.0001681276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056798,"about_ca_system_score_gemma":0.0003773581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0914253,"about_ca_topic_score_gemma":0.003280702,"domain_scores_codex":[0.9978771,0.000535513,0.0005896704,0.0003792858,0.0002234809,0.0003950136],"domain_scores_gemma":[0.9955393,0.001027469,0.001433451,0.001811762,0.00005528774,0.0001327429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000598689,0.00006313311,0.8452117,0.00008356993,0.0004105484,0.000002621895,0.003306943,0.00007785451,0.00001432887,0.004795707,0.009128785,0.1368449],"study_design_scores_gemma":[0.0001102524,0.0001522775,0.9547255,0.001143093,0.00004970477,3.566756e-7,0.001079145,0.00003492009,6.383004e-7,0.0005160075,0.04201751,0.0001706108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273874,0.033397,0.00001252878,0.01404698,0.0005813971,0.0009284127,0.0001391975,0.00003179949,0.02347528],"genre_scores_gemma":[0.7048445,0.2930792,0.00003400335,0.001580015,0.0002589923,0.00002868281,0.000003275976,0.00001402121,0.0001572869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2596821,"threshold_uncertainty_score":0.9996755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162224576709179,"score_gpt":0.3508961612993184,"score_spread":0.3092739155322266,"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."}}