{"id":"W4398755781","doi":"10.1257/pandp.20241105","title":"The Impact of Family Tax Benefits on Children’s Health and Educational Outcomes","year":2024,"lang":"en","type":"article","venue":"AEA Papers and Proceedings","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Public economics; Business; Economics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002823464,0.00008832432,0.0001086398,0.00003745267,0.0005300027,0.0001526498,0.00008126727,0.00004534528,0.000006033938],"category_scores_gemma":[0.00005962217,0.00005390502,0.00004786421,0.0001436929,0.00016437,0.00008600993,0.00001689279,0.0000844231,0.000001220999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004656203,"about_ca_system_score_gemma":0.0002333017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503403,"about_ca_topic_score_gemma":0.0001325756,"domain_scores_codex":[0.9993383,0.000008353377,0.0001154733,0.0001619873,0.000177621,0.0001982298],"domain_scores_gemma":[0.9996342,0.0001174954,0.00004261246,0.00003192037,0.00004723337,0.0001265398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008797992,0.00002518633,0.7118331,0.00002539545,0.00006805664,6.330193e-8,0.03529413,0.000002155827,0.00003595181,0.2197067,0.005841901,0.02715858],"study_design_scores_gemma":[0.00007770237,0.0001233855,0.9880733,0.0000360932,0.000005878384,0.000001173511,0.007875219,0.00002413863,6.077816e-7,0.002221976,0.001489575,0.00007090021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770271,0.005712967,1.729984e-7,0.005681467,0.0001428466,0.0001482021,0.00003691786,0.00001882135,0.01123148],"genre_scores_gemma":[0.9925619,0.006059839,0.00002575977,0.0003689093,0.0001006385,0.000005917426,0.000004129518,0.000007152089,0.0008657433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2762403,"threshold_uncertainty_score":0.4076406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791357255007944,"score_gpt":0.3141952864463582,"score_spread":0.2962817138962788,"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."}}