{"id":"W7164889185","doi":"10.1080/17153379.2025.12558641","title":"Southern Voices: Biet Dong and the National Liberation Front","year":2025,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Liberation; United front","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":[0.001050484,0.0002483463,0.0001716326,0.000346253,0.01396634,0.007649522,0.0003503297,0.002338325,0.01884241],"category_scores_gemma":[0.001040798,0.0001877077,0.0001322655,0.0008230974,0.004217016,0.003333971,0.004764289,0.004579575,0.0006756699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933081,"about_ca_system_score_gemma":0.005699794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03518224,"about_ca_topic_score_gemma":0.1327751,"domain_scores_codex":[0.9994767,0.0001221412,0.000006198778,0.00004001718,0.0000467814,0.0003080599],"domain_scores_gemma":[0.9995017,0.0001099378,0.00003273751,0.00001716582,0.00003360296,0.0003048623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001657854,0.00009300186,0.01652178,0.000186995,0.00002213665,0.001549347,0.2232395,0.0001731228,0.001165647,0.5379026,0.1495459,0.06943419],"study_design_scores_gemma":[0.00001318219,0.00003102103,0.01507065,0.0001325395,0.00001136496,0.0001333611,0.2448566,0.00009160014,0.0002401551,0.0187696,0.7206282,0.00002172673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2501372,0.004196691,0.0003585947,0.1347594,0.001377339,0.00002583229,0.00007800572,0.0000331164,0.6090338],"genre_scores_gemma":[0.8454851,0.001253394,0.0002232136,0.01589061,0.0002539927,0.00003708853,0.0000511486,0.00003152544,0.1367739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03518224,"threshold_uncertainty_score":0.06995493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751816630668532,"score_gpt":0.290779726441089,"score_spread":0.2732615601344037,"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."}}