{"id":"W7164889753","doi":"10.1080/17153379.2008.12556293","title":"Language, Nation and Development in Southeast Asia.","year":2008,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Southeast asia; Work (physics)","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":[0.0002910132,0.00007696999,0.0001136583,0.00005864229,0.0004381705,0.00001637292,0.00006672972,0.00006125837,0.00008180147],"category_scores_gemma":[0.000194117,0.00007479835,0.00001670828,0.0001693154,0.0004402716,0.00006739929,0.00002920853,0.00008209012,0.0001610338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177187,"about_ca_system_score_gemma":0.0000968682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002566307,"about_ca_topic_score_gemma":0.0006503287,"domain_scores_codex":[0.9990578,0.00008689016,0.0001325347,0.0001630796,0.000264981,0.0002946734],"domain_scores_gemma":[0.9997141,0.00007182189,0.00002620714,0.00005936707,0.00003048158,0.0000980618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008445356,0.00005777142,0.05616605,0.000009082666,0.00001415498,0.00002616379,0.8675978,3.323515e-7,0.000009230119,0.06835216,0.0002202917,0.007538517],"study_design_scores_gemma":[0.000160742,0.000004187983,0.01710821,0.00000897594,0.000001333955,0.000001774873,0.9767089,0.000001892446,0.00002083192,0.0003243587,0.005561799,0.0000970011],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05751317,0.0003129945,0.00006083892,0.0007587016,0.00009623151,0.0001536285,0.000002956046,0.00008075064,0.9410207],"genre_scores_gemma":[0.9978874,0.00002456254,0.0006114648,0.000002755147,0.00009670544,0.00001970669,0.000001965436,0.000007096607,0.001348378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9403742,"threshold_uncertainty_score":0.3370098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895630603042879,"score_gpt":0.2764343937208991,"score_spread":0.2474780876904703,"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."}}