{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679525,0.000374424,0.0003339266,0.001190057,0.002898036,0.01262469,0.001116148,0.002575794,0.01061179],"category_scores_gemma":[0.008310314,0.0002961775,0.0003324236,0.0009109423,0.01028215,0.01059638,0.005551899,0.002389237,0.002159646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136907,"about_ca_system_score_gemma":0.001275745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245787,"about_ca_topic_score_gemma":0.001185624,"domain_scores_codex":[0.9983652,0.0006700875,0.00007142264,0.0002981008,0.0004524454,0.0001426625],"domain_scores_gemma":[0.9958279,0.002269788,0.000276112,0.0008130309,0.0005028413,0.0003103806],"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":[0.00009758556,0.00001473329,0.00128881,0.0003688201,0.0000205503,0.0009135943,0.06156191,0.0002458969,0.002720932,0.8380453,0.01160617,0.08311567],"study_design_scores_gemma":[0.00003931047,0.00008442646,0.002348823,0.001170932,0.00005417183,0.002815645,0.05040573,0.001050112,0.002552139,0.3913265,0.5480962,0.00005595484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09863301,0.0279384,0.1305845,0.04728697,0.004306961,0.000106161,0.0004762363,0.001074635,0.6895931],"genre_scores_gemma":[0.9295375,0.006138619,0.008835734,0.002071274,0.001817655,0.0000674863,0.0001602573,0.0004264249,0.05094518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01262469,"threshold_uncertainty_score":0.03549999,"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."}}