{"id":"W2163923795","doi":"10.3945/jn.110.134957","title":"Evaluation for Program Decision Making: A Case Study of the Oportunidades Program in Mexico","year":2011,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrition International","funders":"","keywords":"Beneficiary; Program Design Language; Process (computing); Program evaluation; Process management; Population; Computer science; Risk analysis (engineering); Management science; Medicine; Business; Political science; Engineering; Environmental health; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01113915,0.0004143683,0.0004159553,0.001117964,0.008477865,0.004528737,0.001982963,0.002448037,0.004375075],"category_scores_gemma":[0.02181928,0.0002751639,0.0005157981,0.001242501,0.001925234,0.001527401,0.003002982,0.00227733,0.0001608391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01646594,"about_ca_system_score_gemma":0.02782552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08829249,"about_ca_topic_score_gemma":0.1480421,"domain_scores_codex":[0.9914311,0.005683186,0.0001712792,0.0002391128,0.000489754,0.001985634],"domain_scores_gemma":[0.9854153,0.009370228,0.001127265,0.0004657072,0.001609845,0.002011638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002683762,0.0189405,0.2599157,0.001172207,0.0003567205,0.01821993,0.225421,0.01859689,0.004626604,0.03761191,0.0162281,0.3962267],"study_design_scores_gemma":[0.0006999663,0.005771797,0.1803708,0.001846112,0.0003793787,0.001807548,0.702433,0.03059757,0.004882596,0.01132396,0.05971441,0.0001727228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975473,0.0002306392,0.00146787,0.004544684,0.00002662279,0.0007345402,0.00006571524,0.00003010437,0.0174269],"genre_scores_gemma":[0.9947995,0.0001700698,0.002801316,0.0002256323,0.000008320309,0.0002520225,0.00003519678,0.000007951175,0.001700034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08829249,"threshold_uncertainty_score":0.1755571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210359263991092,"score_gpt":0.4081443030971402,"score_spread":0.287108376698031,"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."}}