{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1433406,0.001274593,0.00141741,0.004050119,0.001925411,0.002509663,0.002254946,0.0009712207,0.0009970024],"category_scores_gemma":[0.2444236,0.001157569,0.001399509,0.004219143,0.001494089,0.003368328,0.003194636,0.001597826,0.0002968156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0039905,"about_ca_system_score_gemma":0.006992532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130209,"about_ca_topic_score_gemma":0.0310012,"domain_scores_codex":[0.8154987,0.1401656,0.02227633,0.004295814,0.01611187,0.001651831],"domain_scores_gemma":[0.7360022,0.1439998,0.04422114,0.02707351,0.04789906,0.0008042344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001117984,0.002547163,0.2957157,0.01116673,0.00112605,0.0003896504,0.09162652,0.003074201,0.007413835,0.002297966,0.003369136,0.580155],"study_design_scores_gemma":[0.0009511107,0.01385726,0.7659512,0.01416383,0.002228032,0.001006431,0.08089122,0.01238146,0.05165408,0.004720589,0.05156527,0.0006295529],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7516838,0.005519317,0.1747615,0.001568467,0.0002448081,0.04049188,0.00271061,0.0003991597,0.02262043],"genre_scores_gemma":[0.7830386,0.005016875,0.1628297,0.0006437697,0.0001054474,0.04303505,0.001767735,0.0001226163,0.003440114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433406,"threshold_uncertainty_score":0.7580667,"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."}}