{"id":"W4411499542","doi":"10.1017/jch.2025.10033","title":"The Dong World and Imperial China’s Southwest Silk Road: Trade, Security, and State Formation. By James A. Anderson. Seattle: University of Washington Press, 2024. 298 pp. $35.00 (paper)","year":2025,"lang":"en","type":"article","venue":"Journal of Chinese History","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"China; State (computer science); Economic history; SILK; History; Engineering; Archaeology; Telecommunications; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841647,0.000693094,0.0002480361,0.001107144,0.001526505,0.002588655,0.0003469637,0.0007498654,0.01283957],"category_scores_gemma":[0.0003971976,0.0004032289,0.0001865896,0.003191312,0.002791536,0.002917891,0.0009489373,0.0008311824,0.001193843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004193917,"about_ca_system_score_gemma":0.00305904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06009698,"about_ca_topic_score_gemma":0.1655265,"domain_scores_codex":[0.999918,0.00002710791,0.000005599674,0.00001370301,0.00001619708,0.00001941844],"domain_scores_gemma":[0.9998994,0.00003189534,0.00001888567,0.000007600418,0.00001269962,0.00002951296],"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":[0.0001332702,0.00002656623,0.008670277,0.001183199,0.00005304744,0.0005107517,0.02843911,0.0004510989,0.0005673009,0.2597163,0.4438269,0.2564222],"study_design_scores_gemma":[0.000007787405,0.00002224951,0.02825825,0.0008591533,0.00002024315,0.0002263348,0.009938595,0.0001527374,0.0001624632,0.0308173,0.9295171,0.00001773299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01228285,0.8921293,0.000217283,0.02660777,0.001437717,0.00001060545,0.0003017138,0.00002514051,0.06698755],"genre_scores_gemma":[0.3004231,0.5083068,0.0006368943,0.001889305,0.001476038,0.00003395942,0.0003939157,0.00003599859,0.1868041],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06009698,"threshold_uncertainty_score":0.1194944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007751071917109367,"score_gpt":0.2217459746818128,"score_spread":0.2139949027647035,"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."}}