{"id":"W2934711429","doi":"10.5539/ach.v11n2p1","title":"Understanding, Identity and Ethnic of Malay-Muslims students in Thailand","year":2019,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malay; Ethnic group; Islam; Focus group; Identity (music); Sociology; Gender studies; Adaptation (eye); Islamic culture; Psychology; Geography; Anthropology","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":[0.000238113,0.00004582648,0.0001033596,0.00004580933,0.00006615793,0.00001032,0.00006891123,0.00005409535,0.0001335392],"category_scores_gemma":[0.00002063968,0.00004069937,0.0000148401,0.00006868954,0.0001914712,0.0001425323,0.00002347417,0.00006816674,0.000006129198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952137,"about_ca_system_score_gemma":0.00004263136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006039063,"about_ca_topic_score_gemma":0.01210747,"domain_scores_codex":[0.9995211,0.00004750396,0.00008130594,0.0001084221,0.0001533723,0.0000883425],"domain_scores_gemma":[0.9998447,0.00001429721,0.00004471697,0.00005041403,0.00001613737,0.00002975908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004575907,0.00003831509,0.5119336,0.00002953009,0.0000143305,7.252836e-7,0.4207292,2.820148e-8,0.00006139607,0.05647375,0.01048506,0.0002295435],"study_design_scores_gemma":[0.000454668,0.00003952691,0.5473273,0.00005395925,0.00001396555,5.069754e-7,0.282244,3.176555e-7,0.000001729013,0.002696792,0.1670585,0.0001088368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5968729,0.009223805,0.000005018876,0.0005548419,0.0005132637,0.0001647139,0.000001214563,0.00001090694,0.3926534],"genre_scores_gemma":[0.9785738,0.00172774,0.00001231998,0.0001367996,0.00003239172,0.000001976955,7.221188e-7,0.000002336789,0.01951189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.381701,"threshold_uncertainty_score":0.6756251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09515867367214058,"score_gpt":0.3525476076370143,"score_spread":0.2573889339648737,"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."}}