{"id":"W2315540118","doi":"10.1017/s0305741012001476","title":"China's Last Imperial Frontier: Late Qing Expansion in Sichuan's Tibetan Borderlands. Xiuyu Wang . Lanham, Boulder, New York, Toronto and Plymouth: Lexington Books, 2011. xv + 291 pp. £49.95; $80.00. ISBN 978-0-7391-6809-7","year":2012,"lang":"en","type":"article","venue":"The China Quarterly","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; China; Ancient history; History; Political science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001428327,0.0005162716,0.0006142149,0.00007433874,0.001321783,0.0002662443,0.0006334193,0.0003207086,0.0004389521],"category_scores_gemma":[0.00004427265,0.0004066119,0.0001939854,0.0001784989,0.0003436522,0.001276952,0.0000741666,0.0005378789,0.0001466169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197797,"about_ca_system_score_gemma":0.0002015995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09323397,"about_ca_topic_score_gemma":0.03244136,"domain_scores_codex":[0.9967145,0.0006184573,0.0005547943,0.0005595579,0.0006034271,0.0009492432],"domain_scores_gemma":[0.9984954,0.0001092971,0.0002774167,0.0006001592,0.00003427151,0.0004834661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007566381,0.0003801181,0.005785649,0.00007752873,0.0001070069,0.00002099125,0.896329,0.00001299022,0.002865601,0.0104557,0.03993022,0.04327849],"study_design_scores_gemma":[0.01198005,0.002905042,0.1747521,0.0007745525,0.0004979299,0.00005326324,0.03757874,0.0006130491,0.0002617004,0.1535784,0.6119903,0.005014799],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210451,0.03252663,0.00006481222,0.002771882,0.003292099,0.0006877663,0.00003492457,0.0002287883,0.039348],"genre_scores_gemma":[0.991003,0.0002477773,0.0001456321,0.00021702,0.003752448,0.0000223932,0.00004437181,0.00006589301,0.004501435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8587503,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569057116761817,"score_gpt":0.2529887210528921,"score_spread":0.2372981498852739,"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."}}