{"id":"W746739760","doi":"","title":"Southeast Asian writing in Australia: the case of Vietnamese writing","year":2010,"lang":"en","type":"article","venue":"Research Online (University of Wollongong)","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Library science; Ethnology; History; Political science; Sociology; Geography; Linguistics; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004123334,0.0003658218,0.0004212991,0.001872887,0.02723907,0.009719004,0.001397564,0.002212323,0.004369298],"category_scores_gemma":[0.008763504,0.0004245836,0.0003381314,0.003359081,0.009477902,0.004306436,0.00875964,0.003676542,0.0004692072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01071124,"about_ca_system_score_gemma":0.01289018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.162503,"about_ca_topic_score_gemma":0.2560467,"domain_scores_codex":[0.9956455,0.002392068,0.0001900379,0.0002264634,0.0006399709,0.0009059616],"domain_scores_gemma":[0.9937084,0.002399595,0.0005981607,0.0003179472,0.00128152,0.001694374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005715197,0.00001817326,0.002344365,0.0000424823,0.000003693435,0.003717259,0.9819182,0.00001297234,0.0001612441,0.007489874,0.0007732842,0.003512769],"study_design_scores_gemma":[0.000004156296,0.00002206998,0.005248195,0.0001748921,0.000009944188,0.001865583,0.9275394,0.00009029017,0.0001837256,0.001407067,0.06344197,0.00001260661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348351,0.002752865,0.0004280673,0.009087564,0.0001639911,0.00005739668,0.00001756416,0.00001846204,0.1526389],"genre_scores_gemma":[0.9753542,0.00145442,0.0004370008,0.001203589,0.00005170348,0.00004193129,0.00001400633,0.00003343303,0.02140961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162503,"threshold_uncertainty_score":0.3231142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08109426394496139,"score_gpt":0.3836335780904336,"score_spread":0.3025393141454722,"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."}}