{"id":"W7011320148","doi":"","title":"The Malaysian dilemma: negotiating sexual diversity in a&#13;\\nMuslim-majority Commonwealth state","year":2013,"lang":"en","type":"other","venue":"SAS-Space (University of London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Grassroots; State (computer science); Government (linguistics); Charisma; Negotiation; Power (physics); Sanctions","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001114419,0.0008435426,0.001281596,0.0009838769,0.001334357,0.0001145935,0.002404497,0.0006317074,0.001545114],"category_scores_gemma":[0.0001069238,0.0009288779,0.0002804363,0.001265832,0.001230424,0.0005998204,0.003292501,0.001515763,0.003088671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008754062,"about_ca_system_score_gemma":0.0003408829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2973117,"about_ca_topic_score_gemma":0.3871532,"domain_scores_codex":[0.9950134,0.0009450848,0.0003570362,0.001081925,0.001187486,0.001415104],"domain_scores_gemma":[0.9956607,0.0004294256,0.001624943,0.001587236,0.0002326219,0.0004650917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004122281,0.0004255662,0.1563133,0.0005551217,0.0006591731,0.0003286714,0.01054373,0.0005101262,0.00006142135,0.002082534,0.8251452,0.002962901],"study_design_scores_gemma":[0.009203841,0.000588422,0.2210833,0.0008604765,0.0007013191,0.00002363039,0.07441624,0.004695663,0.00000622857,0.0003375781,0.6848597,0.003223541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6934686,0.00188907,0.0004800699,0.002368045,0.001317164,0.003901467,0.003430711,0.001297107,0.2918477],"genre_scores_gemma":[0.2357141,0.0008655929,0.001179673,0.00005847849,0.0002379716,0.000002550333,0.0003549865,0.001016801,0.7605698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4687221,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428416803752018,"score_gpt":0.2092814046839496,"score_spread":0.1949972366464294,"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."}}