{"id":"W4246568300","doi":"10.1007/s12140-006-0025-y","title":"Book reviews","year":2006,"lang":"en","type":"article","venue":"East Asia","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001775653,0.00009319116,0.0001380317,0.00003775383,0.00003628358,0.0000207606,0.0001100567,0.00002610173,0.002556903],"category_scores_gemma":[0.00002234541,0.00008179316,0.00006615371,0.0001479252,0.00002787127,0.0001082134,0.00002073953,0.00006588652,0.1696583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069513,"about_ca_system_score_gemma":0.00001300237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001861075,"about_ca_topic_score_gemma":0.00002264399,"domain_scores_codex":[0.9993144,0.00005614221,0.0001699577,0.0001445852,0.0001250113,0.0001898657],"domain_scores_gemma":[0.9995961,0.000002982689,0.00006601647,0.0002767842,0.00001744979,0.00004072546],"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":[0.000003268102,0.00002789455,0.001091912,0.000006112272,0.000001745946,0.000005871863,0.00002015701,0.000001794982,0.003151365,0.0009311283,0.9930903,0.001668436],"study_design_scores_gemma":[0.0001348453,0.000006350313,0.01391788,0.00002477659,0.000007900391,0.00001116508,0.000004018956,0.00001291669,0.0003174383,0.0001379121,0.9853314,0.00009335758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002447091,0.1082448,0.0001264919,0.0009001476,0.0002181155,0.0005178315,0.00002548285,0.0004038448,0.8871162],"genre_scores_gemma":[0.4055348,0.0001523464,0.004803979,0.003385905,0.003376505,0.0001789462,0.0001733438,0.0004026276,0.5819915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4030877,"threshold_uncertainty_score":0.9983549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649142179566601,"score_gpt":0.2535001629322775,"score_spread":0.2370087411366115,"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."}}