{"id":"W4324028394","doi":"10.3983/twc.2023.2521","title":"Trans fandom","year":2023,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fandom; Art; Literature","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131019,0.00009140175,0.0001358013,0.00002982162,0.0007925668,0.00006138464,0.00007239,0.0000773292,0.00009142554],"category_scores_gemma":[0.00002040923,0.00006138876,0.000058475,0.0002390276,0.0002799531,0.0002591941,0.000004603452,0.0001179439,0.00003925874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009064248,"about_ca_system_score_gemma":0.00001783807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006186345,"about_ca_topic_score_gemma":0.001273868,"domain_scores_codex":[0.9993011,0.00005530199,0.0001022784,0.00009953458,0.0001803355,0.0002615026],"domain_scores_gemma":[0.999768,0.00004887481,0.00001675788,0.00003452966,0.00003644878,0.00009535691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002521628,0.00001262635,0.0001492766,0.00001756589,0.00005120108,0.000004194241,0.8835098,0.00000376535,0.00007922565,0.01216441,0.04391527,0.06006742],"study_design_scores_gemma":[0.0004168222,0.00001858365,0.001736277,0.00004327978,0.00002127677,4.664075e-7,0.2461955,0.000003908612,0.00006222848,0.001684603,0.749702,0.0001150056],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05722235,0.005267452,0.001897644,0.03219504,0.0005053739,0.0008507945,0.00004809032,0.0007403346,0.9012729],"genre_scores_gemma":[0.9838457,0.01054542,0.00004864853,0.0002908368,0.0001737981,0.00003816848,0.00001431293,0.000005119206,0.005038051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9266233,"threshold_uncertainty_score":0.6095864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883683645481494,"score_gpt":0.3194046263911796,"score_spread":0.3005677899363646,"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."}}