{"id":"W2112624513","doi":"10.1177/0193841x06293412","title":"Addressing Program Fidelity Using Onsite Observations and Program Provider Descriptions of Program Delivery","year":2006,"lang":"en","type":"article","venue":"Evaluation Review","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fidelity; Program evaluation; Data collection; Quarter (Canadian coin); Computer science; Program Design Language; Population; Medical education; Medicine; Environmental health; Political science; Software engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003933822,0.0001354788,0.0002941571,0.00006108786,0.0007281493,0.0001407482,0.000114128,0.00009806615,0.000217032],"category_scores_gemma":[0.000724255,0.0001330639,0.0001057631,0.0007745603,0.0002839718,0.0005010892,0.00003760715,0.0001027938,0.000003878833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222355,"about_ca_system_score_gemma":0.00132428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640019,"about_ca_topic_score_gemma":0.001400999,"domain_scores_codex":[0.9971701,0.000601035,0.0006355171,0.000259591,0.001041899,0.000291847],"domain_scores_gemma":[0.9980239,0.00005736289,0.0003572881,0.0001491615,0.001327203,0.00008511316],"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":[0.000002246015,0.0004113764,0.05159513,0.0006373801,0.00002383345,5.879195e-7,0.001075117,0.000006329652,0.000035382,0.001507144,0.001690979,0.9430145],"study_design_scores_gemma":[0.0008434724,0.0001819013,0.6391178,0.007551423,0.001333339,0.000003069884,0.001100662,0.005366595,0.00002460271,0.004865526,0.3387843,0.0008273429],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895828,0.07275344,0.0001836874,0.002449463,0.0003588371,0.01989389,0.00002884721,0.0006886286,0.01406043],"genre_scores_gemma":[0.8445495,0.01220033,0.1381912,0.0004819226,0.0003642499,0.003134976,0.0004073691,0.00003562596,0.0006347392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9421871,"threshold_uncertainty_score":0.560041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4177310589938517,"score_gpt":0.4908106349377258,"score_spread":0.0730795759438741,"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."}}