{"id":"W4413014348","doi":"10.21810/aer.v1i1.5370","title":"Voicing the Nonhuman: Exploring the Affectual Relationship of Sonification","year":2023,"lang":"en","type":"article","venue":"Acoustic Ecology Review","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sonification; Voice; Psychology; Human–computer interaction; Computer science; Speech recognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165922,0.000100363,0.0002264628,0.00005615968,0.0002389853,0.00000707457,0.0002460093,0.00006097646,0.0004961685],"category_scores_gemma":[0.001016989,0.00005678596,0.00009704199,0.0005104915,0.0001206642,0.00005122563,0.00004036827,0.0002288759,0.001280593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001805234,"about_ca_system_score_gemma":0.00002427322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001721163,"about_ca_topic_score_gemma":0.00008007341,"domain_scores_codex":[0.9985684,0.0005731068,0.0003440088,0.0001923479,0.0001047484,0.0002174134],"domain_scores_gemma":[0.996814,0.002441086,0.0001914873,0.0004645918,0.0000681875,0.00002062029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001493507,0.0006310218,0.08031321,0.006348917,0.001384181,0.0001807954,0.05564623,0.0003851279,0.002691187,0.1311236,0.1858395,0.5353068],"study_design_scores_gemma":[0.0004195171,0.0001669108,0.9803354,0.0008748629,0.001233475,0.0001046345,0.005009335,0.0001684292,0.00003666405,0.003765497,0.007653682,0.0002315501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226732,0.049109,0.002770478,0.008393912,0.002975116,0.002256307,0.00001175234,0.0002641402,0.01154616],"genre_scores_gemma":[0.9881171,0.008807389,0.0000145684,0.001102692,0.0001615163,0.0006439213,0.00002722881,0.00001526594,0.001110346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9000222,"threshold_uncertainty_score":0.999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094939197610744,"score_gpt":0.347683164169787,"score_spread":0.2381892444087125,"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."}}