{"id":"W4253508388","doi":"10.32920/ryerson.14638167.v1","title":"Inclusive Design, Audio Description, and Diversity of Theatre Experiences","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Victoria Park","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Narrative; Presentation (obstetrics); Diversity (politics); Process (computing); Aesthetics; Inclusion (mineral); Sociology; Psychology; Multimedia; Pedagogy; Public relations; Computer science; Political science; Art; Social psychology; Literature","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003704566,0.0005126445,0.0003583808,0.001468324,0.00352978,0.009277844,0.00115009,0.0009135263,0.008739389],"category_scores_gemma":[0.006163688,0.0002725215,0.0004368248,0.0008268995,0.009290848,0.004618038,0.01281539,0.001264776,0.0007180418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187768,"about_ca_system_score_gemma":0.001084276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000717313,"about_ca_topic_score_gemma":0.001032247,"domain_scores_codex":[0.9930693,0.004571297,0.0002115503,0.0004108335,0.001146394,0.0005906596],"domain_scores_gemma":[0.9969311,0.00157141,0.0001904469,0.0004953572,0.0001999556,0.0006115854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005408762,0.0001882235,0.002750099,0.001071476,0.00004264732,0.001568901,0.3134639,0.002208549,0.01182285,0.4742089,0.009649069,0.1824844],"study_design_scores_gemma":[0.0001808863,0.0006125755,0.005963099,0.0009537392,0.00007637714,0.005149373,0.1545171,0.003203973,0.01066219,0.1720485,0.6464728,0.0001593115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2408957,0.001965723,0.1803119,0.003527654,0.0004694284,0.0003753365,0.0001707668,0.0004694638,0.5718139],"genre_scores_gemma":[0.9554379,0.0004709485,0.01845656,0.0003012791,0.00007496206,0.0002283491,0.00005810518,0.0001161282,0.02485575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009277844,"threshold_uncertainty_score":0.02923614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07409208419182618,"score_gpt":0.2530424050812283,"score_spread":0.1789503208894021,"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."}}