{"id":"W2073540103","doi":"10.17645/pag.v2i2.23","title":"The Elements of Effective Program Design: A Two-Level Analysis","year":2014,"lang":"en","type":"article","venue":"Politics and Governance","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Simon Fraser University","funders":"","keywords":"Theme (computing); Management science; Program Design Language; Work (physics); Policy analysis; Focus (optics); Computer science; Engineering ethics; Political science; Engineering; Public administration; Software engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002994181,0.00006870498,0.0001653268,0.00003513864,0.000162826,0.0001102568,0.0002357522,0.00001665568,0.00003957667],"category_scores_gemma":[0.0009719625,0.00003855618,0.00006559445,0.0004242224,0.00009949297,0.00008094537,0.0000543294,0.00004724133,0.00001343406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002161586,"about_ca_system_score_gemma":0.00004420161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353383,"about_ca_topic_score_gemma":0.0002093069,"domain_scores_codex":[0.9982896,0.0001931029,0.0003405812,0.0001674482,0.0008333799,0.00017585],"domain_scores_gemma":[0.9977385,0.001351678,0.0003121422,0.0002947238,0.0002471218,0.00005585386],"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":[0.00001830955,0.00008469098,0.1603414,0.00000565867,0.0001443613,1.857098e-7,0.0003393334,0.0006412977,0.00005293347,0.2663945,0.0008017898,0.5711755],"study_design_scores_gemma":[0.0003949358,0.0001808823,0.7907971,0.000006437634,0.00007682074,3.614875e-7,0.00006523699,0.1380127,0.0005236461,0.03002886,0.03983922,0.00007385348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8382009,0.0005545854,0.1358927,0.002930386,0.0003637603,0.001171031,0.0001079355,0.00002751376,0.02075118],"genre_scores_gemma":[0.9942764,0.00006666406,0.004078994,0.0001705416,0.00003041025,0.00004040356,8.956852e-7,0.000002633964,0.001333051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6304557,"threshold_uncertainty_score":0.1572275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326198606284161,"score_gpt":0.4807879119799717,"score_spread":0.3481680513515557,"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."}}