{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266418,0.00007977666,0.0001048655,0.0000476519,0.00109863,0.0001963169,0.0002226301,0.00007281413,0.000127757],"category_scores_gemma":[0.0003964816,0.00006298652,0.00004616109,0.0001815606,0.0005197286,0.0001372649,0.00008680869,0.0001315809,0.00006455815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596613,"about_ca_system_score_gemma":0.0002234311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422236,"about_ca_topic_score_gemma":0.003780193,"domain_scores_codex":[0.9987679,0.0003805241,0.0001540891,0.0001459953,0.0003812068,0.0001703482],"domain_scores_gemma":[0.9992895,0.0003786993,0.00007365549,0.0001142892,0.0001080636,0.00003575528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009454065,0.00009790267,0.006313808,0.00002308843,0.0001251332,6.770584e-7,0.5220082,0.00001358726,0.0001092023,0.4429961,0.008147807,0.02006998],"study_design_scores_gemma":[0.001162617,0.00001152885,0.001778009,0.00004749402,0.00002575281,1.086002e-7,0.7877525,0.0002983465,0.00001827125,0.1487546,0.0599831,0.00016761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004376145,0.000578571,0.0004944745,0.008796088,0.0003288103,0.0006075077,0.0000153209,0.00009611481,0.9847069],"genre_scores_gemma":[0.9772633,0.00007148916,0.0001962267,0.0001022276,0.0001507812,0.00007653102,0.000005245558,0.000005881441,0.02212828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9728872,"threshold_uncertainty_score":0.8449887,"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."}}