{"id":"W4401375525","doi":"10.1177/10982140241270011","title":"Book Review: Policy Evaluation in the Era of COVID-19","year":2024,"lang":"en","type":"article","venue":"American Journal of Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Pearl; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Virology; Geography; Medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07934207,0.0001084477,0.0003560693,0.0006793414,0.00006306665,0.0001139771,0.0004862031,0.00002378231,0.006224033],"category_scores_gemma":[0.01609476,0.00006176788,0.0001812797,0.00290693,0.00015809,0.0007257789,0.00002364998,0.000301179,0.00009106063],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844193,"about_ca_system_score_gemma":0.006133525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005973475,"about_ca_topic_score_gemma":0.00002188733,"domain_scores_codex":[0.9871283,0.003899792,0.001611351,0.0002059854,0.007007598,0.0001470139],"domain_scores_gemma":[0.9941499,0.002147844,0.001242768,0.0003890609,0.001976645,0.00009382366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003727634,0.00005679907,0.0006570757,0.00004617126,0.00002623095,0.000002838554,0.003983227,0.008191871,0.00009626506,0.0004368124,0.2084098,0.7780556],"study_design_scores_gemma":[0.001492403,0.001559032,0.03590489,0.001405868,0.0005051052,0.0002480333,0.006778323,0.2462649,0.00008886047,0.02553803,0.6799645,0.0002500619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.147267,0.3909947,0.008882572,0.4415839,0.001256515,0.002534146,0.0000161203,0.00001792782,0.007447064],"genre_scores_gemma":[0.948706,0.01298112,0.0002750443,0.03755402,0.000294844,0.00004427692,0.000008122796,0.000008253793,0.0001283176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.801439,"threshold_uncertainty_score":0.9995008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998634776752849,"score_gpt":0.5871476618453196,"score_spread":0.3872841841700347,"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."}}