{"id":"W4231013220","doi":"10.1057/9780230591660_7","title":"Conclusion","year":2007,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hegemony; Foreign policy; China; Nationalism; Political science; Position (finance); Politics; Mistake; Ceylon; Development economics; Geography; Cold war; Economy; Political economy; Economic history; History; Ancient history; Sociology; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017647,0.0004515979,0.0002909442,0.0008932907,0.00321932,0.005477708,0.00141979,0.002525773,0.2461269],"category_scores_gemma":[0.006704102,0.0001763943,0.0004522603,0.001118246,0.001234311,0.00324959,0.002777932,0.002206648,0.07056172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004638494,"about_ca_system_score_gemma":0.004626739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018589,"about_ca_topic_score_gemma":0.01401406,"domain_scores_codex":[0.9981419,0.0003669613,0.00007681593,0.000373074,0.0006374581,0.0004037388],"domain_scores_gemma":[0.9975417,0.0003413868,0.0001020674,0.0002373047,0.001275377,0.0005023029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000805616,0.00005833679,0.002522146,0.00032609,0.00001293615,0.0004034424,0.004040195,0.0001886595,0.0003431149,0.2297355,0.6257271,0.136562],"study_design_scores_gemma":[0.000005095664,0.000009099097,0.0009386171,0.0002157253,0.000003258918,0.0001308832,0.002132311,0.00004720223,0.0001330614,0.01113034,0.9852496,0.000004816845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004878373,0.001995645,0.002972653,0.03485548,0.003579376,0.0001060128,0.0009258929,0.0002347075,0.9504519],"genre_scores_gemma":[0.077827,0.002439708,0.00284266,0.02108406,0.0007779012,0.0001385232,0.001503441,0.0003141469,0.8930725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7538731,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240795072407752,"score_gpt":0.2984206010449026,"score_spread":0.2560126503208251,"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."}}