{"id":"W3211823210","doi":"10.1515/culture-2020-0127","title":"Double Trouble: Gender Fluid Heroism in American Children’s Television","year":2021,"lang":"en","type":"article","venue":"Open Cultural Studies","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Transgender; Mainstream; Scholarship; Gender studies; Power (physics); Representation (politics); Sociology; Psychology; Aesthetics; Art; Political science; Politics; Law","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":[0.001417432,0.0003111203,0.0001957577,0.0009816876,0.008210703,0.005184187,0.0004827344,0.001205293,0.00973781],"category_scores_gemma":[0.002486226,0.0002523007,0.0001590881,0.0006899359,0.008982648,0.002780462,0.003624026,0.003461737,0.0004838633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002995024,"about_ca_system_score_gemma":0.001081148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016546,"about_ca_topic_score_gemma":0.04192844,"domain_scores_codex":[0.9990957,0.000438551,0.00001502694,0.00008574109,0.0001571639,0.0002077668],"domain_scores_gemma":[0.9981839,0.0009518021,0.0002611297,0.0001395898,0.0001806092,0.0002828526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006724617,0.00006510167,0.008397415,0.00009411791,0.0000120325,0.001941017,0.8438077,0.00005208383,0.002019352,0.1129686,0.01588455,0.01469076],"study_design_scores_gemma":[0.000008542404,0.00005256775,0.01384536,0.0002222966,0.00001650723,0.001719835,0.6936933,0.0001391233,0.001459913,0.00503931,0.2837714,0.00003183734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219822,0.001231602,0.001140266,0.01109101,0.000384266,0.0000254489,0.0001189818,0.00006866833,0.2639575],"genre_scores_gemma":[0.9862456,0.0003637047,0.0002397625,0.0005822129,0.00007603836,0.00001156347,0.000021358,0.00003721432,0.01242257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016546,"threshold_uncertainty_score":0.03289938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410909031711432,"score_gpt":0.4246575134799568,"score_spread":0.2835666103088137,"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."}}