{"id":"W2314928115","doi":"10.1080/23268263.2007.10769754","title":"Essay Transgender Voice: An Unexpected Journey","year":2007,"lang":"en","type":"article","venue":"Voice and Speech Review","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"VoiceAge (Canada)","funders":"","keywords":"Transgender; Psychology; Communication; Sociology; Psychoanalysis","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":[0.002898099,0.0006315356,0.0008893878,0.001644776,0.001746512,0.003759182,0.0009462021,0.007187399,0.006761942],"category_scores_gemma":[0.01303552,0.0002537022,0.0005791548,0.0008091863,0.003038017,0.006136694,0.002743126,0.007929887,0.002552278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658057,"about_ca_system_score_gemma":0.00292273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000949578,"about_ca_topic_score_gemma":0.002823253,"domain_scores_codex":[0.998896,0.0004024778,0.0001388855,0.0001241241,0.0003175038,0.0001210489],"domain_scores_gemma":[0.9922363,0.004875976,0.000373695,0.0002205449,0.001487145,0.000806285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003219596,0.00001465254,0.0001569661,0.0006346549,0.00001240642,0.001917414,0.0008056064,0.0000315497,0.0002689333,0.008964808,0.9072241,0.07993688],"study_design_scores_gemma":[0.000009077718,0.0000213761,0.0002161267,0.001112235,0.000008649429,0.00605817,0.001278082,0.00002112763,0.00005679707,0.004139239,0.9870668,0.00001228165],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001033113,0.3722836,0.0006375204,0.3920534,0.2232693,0.0000117979,0.00006151181,0.00004729319,0.01060253],"genre_scores_gemma":[0.0219123,0.3273249,0.00140621,0.2126018,0.4033343,0.00004868128,0.0001349688,0.0001313531,0.03310546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007187399,"threshold_uncertainty_score":0.02262092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153211449690789,"score_gpt":0.3490655576971186,"score_spread":0.3075334432002106,"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."}}