{"id":"W7164929338","doi":"10.1080/17153379.2013.12556844","title":"Decentring & Diversifying Southeast Asian Studies: Perspectives from the Region.","year":2013,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Southeast asia; Southeast Asian studies; Diversity (politics); East Asia","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000185655,0.0001313013,0.000183172,0.00003191217,0.002547323,0.00008710373,0.0002964283,0.00005620441,0.0004221187],"category_scores_gemma":[0.0002676661,0.00009618167,0.0001135625,0.0001910761,0.0009433205,0.0001863346,0.0001217673,0.0001574607,0.0008180412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220023,"about_ca_system_score_gemma":0.00005367241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262163,"about_ca_topic_score_gemma":0.002455437,"domain_scores_codex":[0.9987044,0.0001631459,0.0001367753,0.0002990734,0.0003108215,0.0003857594],"domain_scores_gemma":[0.9991558,0.0002448386,0.00009616501,0.0002570423,0.0001407001,0.000105443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005567013,0.00002120319,0.002395357,0.000003129801,0.0001290023,0.0000031462,0.9122497,8.125855e-7,0.000003585768,0.01667882,0.06343211,0.005077501],"study_design_scores_gemma":[0.00009236062,0.000004601998,0.001136135,0.00002357785,0.00002051101,2.655584e-7,0.8438483,8.443951e-7,2.016988e-7,0.0008040188,0.1539587,0.0001105037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001105439,0.01147812,0.0002227334,0.00817302,0.0006353136,0.0003213832,0.000006823723,0.0001288992,0.9779283],"genre_scores_gemma":[0.9931448,0.00137298,0.0002428962,0.000008612801,0.0006181158,0.00002639071,0.000001250123,0.00001220345,0.004572739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920394,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540945934947969,"score_gpt":0.277129704848075,"score_spread":0.2317202454985953,"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."}}