{"id":"W4411609806","doi":"10.1017/asr.2025.10032","title":"Hugo ka Canham. Riotous Deathscapes. Durham, NC: Duke University Press, 2023. x + 269 pp. Notes. References. Index. $26.95. Paper. ISBN: 9781478019596.","year":2025,"lang":"en","type":"article","venue":"African Studies Review","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Index (typography); Art; Computer science; World Wide Web","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009568782,0.0004948966,0.001355442,0.00006004289,0.003680896,0.00004914363,0.0008826489,0.0001846419,0.0003363097],"category_scores_gemma":[0.001441509,0.0004211691,0.0003802776,0.001581733,0.001213884,0.0003455571,0.000556453,0.0004827079,0.0001134052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007791609,"about_ca_system_score_gemma":0.0005929274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299806,"about_ca_topic_score_gemma":0.01817875,"domain_scores_codex":[0.9963789,0.0007484429,0.0005773013,0.0008332887,0.0006820816,0.0007799921],"domain_scores_gemma":[0.9979592,0.0002534759,0.0003535508,0.0005890937,0.0006454406,0.000199263],"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":[0.00003871348,0.0001605902,0.0008407725,0.002158139,0.001103414,0.0001029933,0.01780767,0.000002177367,0.000009059042,0.06084894,0.8822432,0.03468436],"study_design_scores_gemma":[0.0002952013,0.00004744756,0.0006984086,0.001548101,0.0005123829,0.000001505684,0.02700816,3.702351e-7,0.000001345146,0.0002723416,0.9691716,0.0004431655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007446348,0.6448121,0.000008432416,0.01317306,0.0006324488,0.0008211128,0.00003024775,0.0002011649,0.3402469],"genre_scores_gemma":[0.1019081,0.8620823,0.00008007218,0.002121776,0.0002414344,0.00009372256,0.000004891379,0.00002197935,0.03344568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3068013,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819582952324373,"score_gpt":0.3075622953341244,"score_spread":0.2693664658108806,"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."}}