{"id":"W4311164849","doi":"10.1257/jel.60.4.1509.r1","title":"Book Reviews","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Literature","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"EconLit; Style (visual arts); Positive economics; Politics; Political science; Economics; Sociology; Economic history; History; Law; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001005581,0.00005481633,0.0002114442,0.00007303572,0.0004198201,0.0000563367,0.0002544958,0.00003208285,0.008618526],"category_scores_gemma":[0.00003699178,0.00004908982,0.0001893236,0.00003426523,0.00005581169,0.0003366986,0.00002697244,0.0002870716,0.00008638743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373403,"about_ca_system_score_gemma":0.0002115846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699583,"about_ca_topic_score_gemma":0.000009106797,"domain_scores_codex":[0.9991996,0.0001512689,0.0003533782,0.00007022313,0.00005798769,0.0001675374],"domain_scores_gemma":[0.9994678,0.00003948681,0.0002541801,0.00007148802,0.00001594112,0.0001510928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001960536,0.00002075163,0.00007662181,0.000004941162,0.00001229156,0.00002300186,0.007166577,0.00002174063,0.000004123001,0.04278618,0.9483715,0.001492626],"study_design_scores_gemma":[0.0001441038,0.00004970682,0.00002569976,0.00001164156,0.000006687752,0.00004791565,0.000332249,0.000003903648,0.000001102549,0.003754843,0.9955627,0.00005942712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05498958,0.3732838,0.00001165524,0.02497776,0.0114675,0.0002768199,0.00007451468,0.00002408618,0.5348943],"genre_scores_gemma":[0.4016072,0.02255574,0.0005904026,0.05738907,0.01447131,0.00002757295,0.00001334189,0.00003952568,0.5033059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.350728,"threshold_uncertainty_score":0.9922878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889026249232677,"score_gpt":0.2829072366243811,"score_spread":0.2640169741320543,"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."}}