{"id":"W2553138992","doi":"10.1017/s1355771816000170","title":"Voice: The persistent source","year":2016,"lang":"en","type":"article","venue":"Organised Sound","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Storytelling; Narrative; Variety (cybernetics); Power (physics); Human voice; Computer science; Aesthetics; Linguistics; Art; Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001900564,0.0001010489,0.00009652541,0.00003142709,0.0005206704,0.00007146674,0.0009510401,0.00006722307,0.00007064353],"category_scores_gemma":[0.00008779456,0.00004798894,0.00007522439,0.0001964515,0.0002313417,0.000128016,0.0003369431,0.0000892088,0.0006277259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869812,"about_ca_system_score_gemma":0.00002796634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003946876,"about_ca_topic_score_gemma":0.00001244542,"domain_scores_codex":[0.9992024,0.00004032439,0.000104382,0.0002489749,0.000160228,0.0002436982],"domain_scores_gemma":[0.9990453,0.0001741881,0.00004321348,0.0006606029,0.00004182213,0.00003488743],"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":[0.0000198302,0.0001872917,0.01627398,0.00001789962,0.0004889106,0.00003642065,0.02575306,0.000004208995,0.01086137,0.7662271,0.08538755,0.09474242],"study_design_scores_gemma":[0.001331333,0.0002292016,0.01260761,0.00002824868,0.00005077251,0.0001271025,0.001732154,0.0001541881,0.002008141,0.1523805,0.8287356,0.0006150862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2954832,0.0005234918,0.6448202,0.04694073,0.0007714636,0.0001908938,0.000001943342,0.0007792377,0.01048877],"genre_scores_gemma":[0.9917849,0.00001801463,0.0007745198,0.0009659289,0.00007163527,0.000008782263,9.684106e-8,0.000006804856,0.006369323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7433481,"threshold_uncertainty_score":0.8068356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351702542668388,"score_gpt":0.2125567523492619,"score_spread":0.1990397269225781,"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."}}