{"id":"W3091944495","doi":"10.35632/ajis.v24i4.1528","title":"Conference on Champa 2007","year":2007,"lang":"en","type":"article","venue":"American Journal of Islam and Society","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Sociology; Gender studies; History; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117154,0.00006984291,0.0001916548,0.00001603364,0.0006557221,0.00001941271,0.00009933322,0.00003116267,0.00006350937],"category_scores_gemma":[0.00005584062,0.00005290158,0.0001339833,0.0001381263,0.001027579,0.00008736871,0.0000106709,0.0001893062,0.000004187608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005198488,"about_ca_system_score_gemma":0.00008313287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004397763,"about_ca_topic_score_gemma":0.00007629435,"domain_scores_codex":[0.9992347,0.00005871217,0.0001697158,0.0000743765,0.0002704515,0.0001920483],"domain_scores_gemma":[0.9994104,0.00004175708,0.0002251296,0.00004370783,0.000168539,0.0001104832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001977686,0.00004871731,0.0002739641,0.000003008984,0.00006915033,0.0000106195,0.9146488,6.982964e-7,0.00009852792,0.02223654,0.02021204,0.04237812],"study_design_scores_gemma":[0.0001923793,0.0003974159,0.002919549,0.00002826459,0.00001765838,0.000007309032,0.9231595,0.00000102529,0.0000122393,0.0008922761,0.07227019,0.0001021656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7213215,0.0004044785,0.001512861,0.006922822,0.0008440631,0.00008777185,0.000002538857,0.00002397267,0.26888],"genre_scores_gemma":[0.9960517,0.0009852406,0.0006119338,0.0009159141,0.0004694282,2.643751e-7,9.195733e-8,0.000003295286,0.0009621156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747302,"threshold_uncertainty_score":0.504335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631406966618411,"score_gpt":0.3031001074746471,"score_spread":0.286786037808463,"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."}}