{"id":"W7164908269","doi":"10.1080/17153379.2012.12556796","title":"Bangsa and Umma: Development of People-grouping Concepts in Islamized Southeast Asia. Kyoto Area Studies on Asia, v. 21.","year":2012,"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","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":[0.0008053527,0.0001737085,0.0004400481,0.0001222097,0.000540099,0.00001358419,0.0001129419,0.00008391919,0.00005688062],"category_scores_gemma":[0.0001935686,0.0001595504,0.00005735273,0.0002431091,0.0004984699,0.0001305159,0.00008111079,0.0001266026,0.0000340286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716919,"about_ca_system_score_gemma":0.0001059966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007437517,"about_ca_topic_score_gemma":0.00275441,"domain_scores_codex":[0.9984332,0.0001453232,0.0003622122,0.0002415657,0.0003512597,0.0004664543],"domain_scores_gemma":[0.9993329,0.0001820111,0.0001789623,0.0001295868,0.00006702173,0.0001095146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007708728,0.0001342694,0.01330291,0.00006194083,0.00009788592,0.000002639671,0.9516274,0.000001282667,0.00005634828,0.02663722,0.0008595664,0.007141445],"study_design_scores_gemma":[0.0004483472,0.00002710497,0.01126296,0.00009798127,0.00001203789,3.489179e-7,0.9798408,0.000002209732,0.00003895132,0.00005183582,0.00803435,0.0001830986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07253426,0.005199419,0.0000705886,0.0003516297,0.0007236192,0.0004637768,0.00001086214,0.00005898329,0.9205869],"genre_scores_gemma":[0.998019,0.000202928,0.0006609299,0.000002264876,0.0001226673,0.00004841435,0.000001484249,0.00001349547,0.0009288374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9254847,"threshold_uncertainty_score":0.6506277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347047117473204,"score_gpt":0.3003860302457263,"score_spread":0.2656813184984059,"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."}}