{"id":"W4408027808","doi":"10.1080/08865655.2025.2469854","title":"Dark Zomia: Myanmar Frontier and the Chinese Enclosure","year":2025,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council of Thailand","keywords":"Frontier; Enclosure; China; Economics; Development economics; Political science; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002389562,0.0001475512,0.00009882122,0.0003028841,0.004567837,0.001575924,0.0002501992,0.0003521773,0.001922669],"category_scores_gemma":[0.0002979624,0.00009381735,0.00005324861,0.0005855355,0.002903228,0.001347084,0.001760234,0.0005669938,0.00007372852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570428,"about_ca_system_score_gemma":0.001304378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03861326,"about_ca_topic_score_gemma":0.08200932,"domain_scores_codex":[0.9998578,0.00005298235,0.000003337076,0.00001630399,0.00001004966,0.00005961518],"domain_scores_gemma":[0.9998901,0.00003051796,0.00003378588,0.00001086115,0.000007334383,0.00002743848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006578777,0.00004406814,0.04530645,0.0001003608,0.000009231284,0.003186867,0.8410735,0.000127626,0.003464077,0.08935326,0.001331726,0.01593706],"study_design_scores_gemma":[0.000004012958,0.00006498439,0.06113966,0.0001060591,0.00001124433,0.0007719843,0.8921331,0.0002714249,0.0006854267,0.002552361,0.04224066,0.00001919825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892272,0.0002683487,0.0000889462,0.0005154892,0.000005249915,0.0000043945,0.00001008043,0.00000197033,0.009878284],"genre_scores_gemma":[0.9986296,0.0001485074,0.00003555043,0.00004500196,0.000001368916,0.00000349832,0.000004834187,8.500861e-7,0.00113088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861326,"threshold_uncertainty_score":0.07677704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009349262036282517,"score_gpt":0.3238983137386183,"score_spread":0.3145490517023358,"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."}}