{"id":"W7164899775","doi":"10.1080/17153379.2016.12557518","title":"Exploration and Irony in Studies of Siam Over Forty Years. Southeast Asia Program Series, no. 63.","year":2016,"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":"University of British Columbia","funders":"","keywords":"Southeast asia; Irony; East Asia; Southeast Asian studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004506369,0.0001284261,0.000280705,0.00005488218,0.0001585285,0.00002338803,0.00009553244,0.0000909646,0.00005443453],"category_scores_gemma":[0.0006035903,0.00009409105,0.00005240953,0.0002122276,0.00146176,0.0003379697,0.00007120823,0.00006539222,0.00006432812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161973,"about_ca_system_score_gemma":0.00005180657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001251163,"about_ca_topic_score_gemma":0.0007342686,"domain_scores_codex":[0.9986252,0.0001456571,0.0002602371,0.0002495522,0.0003280725,0.000391309],"domain_scores_gemma":[0.9994106,0.0001459284,0.0000901239,0.0001375499,0.0001177033,0.00009813504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002161249,0.0004823281,0.1659112,0.0001930427,0.0002472525,0.00001894746,0.4946717,4.39706e-7,0.0002159982,0.2422413,0.002751226,0.09305048],"study_design_scores_gemma":[0.0003893101,0.0001029771,0.01220524,0.00009162976,0.00001302589,3.31667e-7,0.9666803,0.000001076517,0.00002130108,0.01294164,0.007399906,0.0001531838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1065563,0.001957854,0.00008697587,0.00518905,0.0008203028,0.001826649,0.0001080696,0.000380042,0.8830748],"genre_scores_gemma":[0.997569,0.0003666904,0.0003651457,0.000001647299,0.0001671534,0.0001045511,0.000001210759,0.00001362507,0.001411034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8910127,"threshold_uncertainty_score":0.5385915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559682081858664,"score_gpt":0.3185940464658287,"score_spread":0.2829972256472421,"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."}}