{"id":"W2947008916","doi":"10.5509/2019922257","title":"Proud to be Thai","year":2019,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Singapore Management University","keywords":"Ethnic group; Politics; Political science; Gender studies; Development economics; Geography; Sociology; Economics; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003603885,0.0001018468,0.0001640913,0.00003565776,0.0003013706,0.00005559936,0.0002172786,0.00007554794,0.001286397],"category_scores_gemma":[0.000245122,0.00009298496,0.00007377582,0.0002849299,0.0002442385,0.00008055958,0.00006908799,0.00009653207,0.005827975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345812,"about_ca_system_score_gemma":0.0000672732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983868,"about_ca_topic_score_gemma":0.0001339013,"domain_scores_codex":[0.9985653,0.000096536,0.0001195101,0.0002570701,0.0004292619,0.0005323511],"domain_scores_gemma":[0.9993497,0.0001202895,0.00002548725,0.0002025946,0.00005501997,0.0002469843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001550453,0.00005983504,0.02599577,0.00001442647,0.00003669104,0.000003616039,0.3948571,9.5708e-7,0.00003801874,0.566323,0.01049487,0.002160232],"study_design_scores_gemma":[0.00008621117,0.00002703878,0.0006524626,0.000007727697,0.000004891766,1.734337e-7,0.8557845,0.000001174444,0.0000188326,0.002907718,0.1403772,0.0001320697],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01543652,0.00004553796,0.00003698069,0.01101918,0.0005461068,0.0004744843,0.00001058196,0.000180391,0.9722502],"genre_scores_gemma":[0.9771614,0.000004029398,0.0002862673,0.0000939559,0.0002668647,0.00003337451,0.000001046414,0.00001346144,0.02213962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9617249,"threshold_uncertainty_score":0.9996266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290052906069876,"score_gpt":0.2911179821394234,"score_spread":0.2682174530787246,"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."}}