{"id":"W7161833114","doi":"10.82308/19860","title":"Language, music, and sound: gender and sexual conceptualizations of the Guyanese diaspora","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Human sexuality; Cultural environment; Orality","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":[0.001164733,0.0004985742,0.0003065472,0.001688091,0.005733567,0.007012821,0.0006987203,0.001606337,0.003879642],"category_scores_gemma":[0.001214762,0.0001830167,0.0002738065,0.001392414,0.01644744,0.003072874,0.004043921,0.001461644,0.0003177598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003739506,"about_ca_system_score_gemma":0.001585035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03078806,"about_ca_topic_score_gemma":0.04247125,"domain_scores_codex":[0.9985691,0.0009984528,0.00003712029,0.00008021523,0.00009861073,0.0002165192],"domain_scores_gemma":[0.9994327,0.0003210579,0.00006706539,0.00003995274,0.00004744373,0.00009175053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003573735,0.00001073362,0.002562512,0.0001021797,0.000005424176,0.0004620851,0.9238147,0.00003258183,0.0007912018,0.06464694,0.000466224,0.007069672],"study_design_scores_gemma":[0.00000743444,0.00003211934,0.007032791,0.0002699718,0.000007442179,0.0004703788,0.9475396,0.00005643735,0.0001742436,0.005042067,0.03935307,0.00001451451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7554622,0.01532903,0.003011833,0.007767546,0.0002026205,0.00005233766,0.00005794555,0.00002727333,0.2180892],"genre_scores_gemma":[0.9897224,0.001977784,0.0003067755,0.0004351467,0.0000330813,0.00002848335,0.0000109481,0.00001132015,0.007474058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03078806,"threshold_uncertainty_score":0.06121773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254034743514478,"score_gpt":0.3165984985670035,"score_spread":0.2840581511318587,"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."}}