{"id":"W4232817236","doi":"10.21785/icad2021.038","title":"The Sound of Our Words: Singling, a Textual Sonification Software","year":2021,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sonification; GRASP; Computer science; Software; Meaning (existential); Human–computer interaction; Visualization; Narrative; Auditory display; Sound design; Musical; Sound (geography); Artificial intelligence; Visual arts; Art; Programming language; Psychology; Literature; Acoustics","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":[0.00152395,0.0006089883,0.0003703366,0.0009717358,0.000670975,0.003001341,0.001080004,0.001278172,0.01976162],"category_scores_gemma":[0.00847758,0.0002216348,0.0003063616,0.0006672048,0.002617433,0.003624951,0.001842946,0.001172486,0.007066364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324391,"about_ca_system_score_gemma":0.0005122611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006359951,"about_ca_topic_score_gemma":0.0007144467,"domain_scores_codex":[0.999353,0.0001870239,0.00005813141,0.0001120898,0.0002571368,0.00003263073],"domain_scores_gemma":[0.9967835,0.002039318,0.0001385278,0.0003212808,0.0005410023,0.0001763651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006609954,0.000062795,0.00164169,0.001671147,0.00005584154,0.00102629,0.01512814,0.001616221,0.1059734,0.1181533,0.1133621,0.6406481],"study_design_scores_gemma":[0.00009007375,0.0003728347,0.001242311,0.0006184745,0.00006131937,0.003252917,0.003800601,0.01356105,0.04001969,0.04717231,0.8896514,0.0001570224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02275455,0.003305421,0.8868979,0.00634528,0.002650176,0.0002293382,0.0009259852,0.01993633,0.05695503],"genre_scores_gemma":[0.2097592,0.002765399,0.6973726,0.004259462,0.001624988,0.0004923937,0.001268185,0.006030127,0.07642762],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01976162,"threshold_uncertainty_score":0.06610924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06019441394152206,"score_gpt":0.3167910148612103,"score_spread":0.2565966009196882,"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."}}