{"id":"W3182661769","doi":"10.33137/twpl.v43i1.35968","title":"Both, and: Transmedicalism and resistance in non-binary narratives of gender-affirming care","year":2021,"lang":"en","type":"article","venue":"Toronto Working Papers in Linguistics","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transgender; Gender dysphoria; Binary opposition; Narrative; Salience (neuroscience); Resistance (ecology); Distress; Psychological intervention; Psychology; Perspective (graphical); Health care; Dysphoria; Sociology; Social psychology; Gender studies; Clinical psychology; Political science; Epistemology; Linguistics; Computer science; Psychiatry; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003830182,0.0001213877,0.0002708856,0.00002832933,0.0001991905,0.00001971405,0.0001216368,0.0001207544,0.00003299817],"category_scores_gemma":[0.001342394,0.0001358719,0.00002624896,0.0001361058,0.0004393942,0.00001528445,0.00007434503,0.000162957,7.976911e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237095,"about_ca_system_score_gemma":0.0001279544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120806,"about_ca_topic_score_gemma":0.141877,"domain_scores_codex":[0.9987084,0.0001624747,0.0002695549,0.0002906818,0.0002750386,0.0002938695],"domain_scores_gemma":[0.9994121,0.0002450308,0.00006928434,0.0001406199,0.00006390304,0.00006903947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002155187,0.00003094061,0.01797688,0.0001640549,0.00001758103,0.0001729486,0.958245,0.000004913395,0.00009047951,0.01915116,0.0000296079,0.004094909],"study_design_scores_gemma":[0.0006532306,0.00002479716,0.02586601,0.0006758909,0.00002016935,8.293135e-7,0.9171044,0.00001127139,0.00001822527,0.001622204,0.05371036,0.0002925798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1046217,0.07094532,0.00002625612,0.0002118137,0.001314896,0.0002200276,0.0000062231,0.00003218681,0.8226215],"genre_scores_gemma":[0.9845762,0.001894688,0.01295794,0.00006243287,0.0003063797,0.000007286719,0.000002186537,0.00001197461,0.0001808948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8799545,"threshold_uncertainty_score":0.8737815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975969085957409,"score_gpt":0.3067467449716274,"score_spread":0.2869870541120533,"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."}}