{"id":"W2753674568","doi":"10.2139/ssrn.3010996","title":"Political Affiliation and Ethnic Categorization in the Malay Identity","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Malay; Categorization; Ethnic group; Politics; Identity (music); Political science; Psychology; Gender studies; Sociology; Linguistics; Anthropology; Law; Philosophy; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005457907,0.00008694439,0.0001049995,0.0007353483,0.001608644,0.001981906,0.0002754091,0.0003469401,0.00620059],"category_scores_gemma":[0.001861599,0.00009622529,0.0001062284,0.001038632,0.002114577,0.0009312609,0.001044848,0.0006079134,0.000489323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002882,"about_ca_system_score_gemma":0.0008064786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02183072,"about_ca_topic_score_gemma":0.04368333,"domain_scores_codex":[0.9996383,0.000150587,0.00001246089,0.00003402869,0.00005476991,0.0001097395],"domain_scores_gemma":[0.9991142,0.0002765385,0.0002099193,0.00004307393,0.0001035069,0.0002528379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006600248,0.0004991767,0.747641,0.00004908304,0.00006215545,0.0006022064,0.08544344,0.0002390232,0.004723789,0.127784,0.0009118116,0.03138435],"study_design_scores_gemma":[0.00001826852,0.00009895721,0.9225113,0.00003070537,0.00002794391,0.0001133705,0.05928426,0.0006525738,0.0004776691,0.01377095,0.002991765,0.00002224441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870214,0.00004929854,0.00005097528,0.000189868,0.000004727258,0.000001643667,0.00001585586,6.236438e-7,0.0126656],"genre_scores_gemma":[0.9993302,0.0000125587,0.00001258623,0.00000891843,0.000002129423,6.418055e-7,0.000005364841,4.952361e-7,0.0006270569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02183072,"threshold_uncertainty_score":0.04340726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557765733620659,"score_gpt":0.3497008758047622,"score_spread":0.3241232184685556,"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."}}