{"id":"W4312259453","doi":"10.3167/armw.2022.100122","title":"Book Reviews","year":2022,"lang":"en","type":"article","venue":"Museum Worlds","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Exhibition; Diplomacy; China; Decolonization; Art history; History; Art; Humanities; Media studies; Sociology; Political science; Archaeology; Law; Politics","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":[],"category_scores_codex":[0.0001658593,0.0001111931,0.000165659,0.00004087743,0.000765224,0.00009900178,0.0001981423,0.000008465308,0.2064065],"category_scores_gemma":[0.000004555047,0.00008693022,0.000115988,0.00004430177,0.00005158482,0.0001495327,0.0001165956,0.0001770615,0.0006413196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003847454,"about_ca_system_score_gemma":0.0000096345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110209,"about_ca_topic_score_gemma":0.0002859302,"domain_scores_codex":[0.9992037,0.0000683258,0.0002008023,0.0001667171,0.0001558913,0.0002045206],"domain_scores_gemma":[0.9996507,0.000010169,0.00006051728,0.0002133102,0.00001569577,0.00004960168],"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":[0.000004911402,0.00003561456,0.000007315478,0.00001321272,0.000006245333,0.000005845937,0.008252399,9.087439e-7,0.00003641428,0.08356556,0.9050882,0.002983354],"study_design_scores_gemma":[0.0001064968,0.0000489874,0.00002231301,0.000007494253,0.000007900925,0.000002754536,0.0009490112,0.000008098465,0.000006965569,0.0001753635,0.9985216,0.0001429868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003533309,0.04122548,0.000003494176,0.008962063,0.002657887,0.0005106631,0.00006822799,0.0002810036,0.9427578],"genre_scores_gemma":[0.1445636,0.0005251851,0.00004657382,0.02425193,0.001219452,0.0003447406,0.00005113829,0.00003626026,0.8289612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2057652,"threshold_uncertainty_score":0.8243079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149391280509095,"score_gpt":0.22866393552044,"score_spread":0.1871700227153491,"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."}}