{"id":"W4415758637","doi":"10.1080/08865655.2025.2576248","title":"The Bovine Border at Mae Sot: “Just Transit” and the Live Cattle Trade Across Southeast Asia","year":2025,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Beef cattle; Livestock","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002237758,0.0002151478,0.0005919336,0.00003707565,0.004771846,0.000162616,0.000383078,0.00009306199,0.00001939395],"category_scores_gemma":[0.00156209,0.0001063315,0.0002534234,0.0003067041,0.004611279,0.0001021587,0.0001780176,0.000385425,0.000007138979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640667,"about_ca_system_score_gemma":0.0001535488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142609,"about_ca_topic_score_gemma":0.004529239,"domain_scores_codex":[0.9976507,0.0004365107,0.0005638856,0.0001753168,0.0005557006,0.0006179151],"domain_scores_gemma":[0.9969456,0.002182415,0.0002673441,0.0001634628,0.0003302241,0.0001109417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001227221,0.0001152763,0.02871745,0.00007999357,0.002722653,0.00002077338,0.8506382,0.000004146213,0.000004292171,0.08248746,0.02196136,0.01202121],"study_design_scores_gemma":[0.002265493,0.00008712622,0.0294074,0.00009357525,0.000267169,0.00001353412,0.8654373,0.000005974536,0.000005521083,0.006644258,0.09562904,0.0001436458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.311005,0.1292652,0.0001030525,0.5194296,0.00184068,0.0006965754,0.00006412534,0.00005622781,0.03753962],"genre_scores_gemma":[0.9877476,0.00729397,0.0000324869,0.0003759786,0.0005346216,0.00001724198,2.689999e-7,0.00001247061,0.003985347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6767426,"threshold_uncertainty_score":0.9980976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316599662410862,"score_gpt":0.3633238326072797,"score_spread":0.3401578359831711,"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."}}