{"id":"W4252187391","doi":"10.32920/ryerson.14651700.v1","title":"Sound as Signifier: Communication and Expression Through the Sound of Clothing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Clothing; Sound (geography); Connotation; Denotation (semiotics); Expression (computer science); Aesthetics; Semiotics; Focus (optics); Feeling; Psychology; Visual arts; Art; Communication; Computer science; Acoustics; Linguistics; History; Social psychology; Philosophy","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":[0.0007125095,0.0003565151,0.0001791986,0.0006351976,0.001377447,0.006293172,0.0003318359,0.001163713,0.005522124],"category_scores_gemma":[0.001812823,0.000138925,0.0002003429,0.0006646832,0.006883533,0.004032018,0.002107189,0.0008665575,0.0008094871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004753579,"about_ca_system_score_gemma":0.0003749137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005886534,"about_ca_topic_score_gemma":0.0005131818,"domain_scores_codex":[0.9993802,0.000325761,0.00002082508,0.00007155787,0.0001492312,0.00005228789],"domain_scores_gemma":[0.9994777,0.0003158209,0.0000376718,0.00006017985,0.00006506255,0.00004363305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002387706,0.0000391951,0.00232315,0.0006928425,0.00003423646,0.001478832,0.09586948,0.0006983661,0.02734594,0.7227973,0.006525471,0.1419564],"study_design_scores_gemma":[0.00007849863,0.0004013422,0.01178025,0.001160195,0.00009729954,0.004696449,0.05352118,0.003420382,0.01857266,0.4170439,0.4890971,0.0001307517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2193827,0.02241939,0.1165906,0.008863131,0.001819081,0.00006064867,0.00016291,0.0004277298,0.6302738],"genre_scores_gemma":[0.9406872,0.006499902,0.01254312,0.0006079512,0.0004733246,0.00003923477,0.00004911521,0.0001271689,0.03897303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006293172,"threshold_uncertainty_score":0.01847339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08449812848174569,"score_gpt":0.2914084236168303,"score_spread":0.2069102951350846,"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."}}