{"id":"W2902045681","doi":"10.1257/pol.20190272","title":"Program Recertification Costs: Evidence from SNAP","year":2021,"lang":"en","type":"article","venue":"American Economic Journal Economic Policy","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snap; Supplemental Nutrition Assistance Program; Quarter (Canadian coin); Process (computing); Medical education; Psychology; Computer science; Medicine; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01682177,0.0004505436,0.0007373049,0.002715735,0.0009767662,0.001895242,0.002935146,0.001455686,0.01535693],"category_scores_gemma":[0.1216133,0.0006740132,0.001411859,0.00334092,0.001184127,0.002631001,0.003787834,0.002135621,0.0009017423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081277,"about_ca_system_score_gemma":0.003673404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04234155,"about_ca_topic_score_gemma":0.03455453,"domain_scores_codex":[0.9789073,0.01354655,0.001215699,0.001215258,0.003636344,0.001478825],"domain_scores_gemma":[0.8974813,0.06247825,0.02311929,0.006397032,0.00744116,0.003082965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006048999,0.001879085,0.6760389,0.004172802,0.002858426,0.0005175548,0.002377131,0.004528973,0.0001831289,0.01112985,0.03233146,0.2579336],"study_design_scores_gemma":[0.0005990685,0.001676889,0.9585547,0.005340046,0.001867511,0.0005652104,0.003721019,0.002382309,0.0004442554,0.004041087,0.02073967,0.00006822979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658369,0.01790258,0.002181328,0.01562094,0.0003700589,0.0007781637,0.02641792,0.0001905401,0.07070153],"genre_scores_gemma":[0.9833224,0.005908204,0.001142199,0.002074197,0.0001131249,0.0005371569,0.004118016,0.00003684948,0.002747906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04234155,"threshold_uncertainty_score":0.08896309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887111781500593,"score_gpt":0.5106573700045888,"score_spread":0.3219461918545295,"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."}}