{"id":"W4295957294","doi":"10.3167/cja.2022.400210","title":"Book Reviews","year":2022,"lang":"en","type":"article","venue":"The Cambridge Journal of Anthropology","topic":"China's Ethnic Minorities and Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Masculinity; Capitalism; Sociology; History; Economic history; Political science; Media studies; Gender studies; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001964549,0.00005155758,0.0001918652,0.00005333007,0.001734191,0.00001147055,0.0003794318,0.00002992081,0.006625743],"category_scores_gemma":[0.0001292399,0.00003317035,0.0001561662,0.0001615923,0.0009801766,0.00007771924,0.00008375956,0.0004342365,0.0000199363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222706,"about_ca_system_score_gemma":0.0002285661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006792217,"about_ca_topic_score_gemma":0.00007246523,"domain_scores_codex":[0.998329,0.0008750272,0.0003275874,0.0000536258,0.0002341397,0.0001806139],"domain_scores_gemma":[0.9992316,0.0001934901,0.0003463126,0.0001179041,0.00005422177,0.00005640958],"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":[0.00001601231,0.00003647157,0.0001363086,0.000002484595,0.00002087835,0.00002119918,0.006513343,0.00002192164,0.00002300669,0.03877364,0.9511859,0.003248803],"study_design_scores_gemma":[0.0001284675,0.0001407584,0.0002792428,0.000004543879,0.00003082415,0.0001867275,0.01364845,0.000004129673,0.000004513568,0.000398402,0.985132,0.00004197494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03007952,0.5052539,0.001043186,0.3090429,0.01119957,0.0005079646,0.00002176858,0.00002724341,0.142824],"genre_scores_gemma":[0.5967832,0.2532432,0.0002128029,0.02024359,0.005469303,0.00002018595,0.000003582882,0.00003238214,0.1239918],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5667037,"threshold_uncertainty_score":0.9995654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154317772156461,"score_gpt":0.3519912485719964,"score_spread":0.3204480708504318,"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."}}