{"id":"W4410755469","doi":"10.1017/s0008423924000568","title":"Democracy and Nationalism in Southeast Asia: From Secessionist Mobilization to Conflict Resolution Jacques Bertrand, Cambridge: Cambridge University Press, 2021, pp. 282.","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nationalism; Mobilization; Democracy; Political science; Political economy; Economic history; Sociology; Law; History; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001138196,0.0001155871,0.0002247955,0.0002792334,0.001433237,0.0002187014,0.0004333961,0.0001032894,0.00003038078],"category_scores_gemma":[0.002891367,0.0001153689,0.00004894933,0.000949397,0.002437887,0.0004436568,0.00005600713,0.0002266217,0.000005449639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552821,"about_ca_system_score_gemma":0.003865707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2985846,"about_ca_topic_score_gemma":0.06291553,"domain_scores_codex":[0.9977863,0.000253528,0.0003101662,0.0002734757,0.0005048458,0.0008717292],"domain_scores_gemma":[0.9972889,0.0003131506,0.00007634827,0.0001077132,0.000551969,0.001661921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001228172,0.00001298568,0.02231965,0.000004019926,0.000007140419,0.00002610776,0.001234512,0.000004221642,0.00004032658,0.9745407,0.001600098,0.0001979372],"study_design_scores_gemma":[0.0006325148,0.00004446559,0.8887655,0.0002601979,0.00004429985,0.000006285082,0.05608186,0.0001463273,0.0001237558,0.004584911,0.04906279,0.00024708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7112773,0.001337955,0.00159323,0.08204753,0.001263596,0.0006045326,0.0004644888,0.00002432246,0.201387],"genre_scores_gemma":[0.9981899,0.0000309734,0.0002415241,0.0002826345,0.0002040765,0.000001051034,0.000002025186,0.00000421982,0.001043555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9699558,"threshold_uncertainty_score":0.9998668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470399967452407,"score_gpt":0.2859426382743609,"score_spread":0.2712386385998368,"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."}}