{"id":"W2960638122","doi":"10.1159/000500187","title":"Detecting Foreign Accents in Song","year":2019,"lang":"en","type":"article","venue":"Phonetica","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Transport Canada","funders":"","keywords":"Duration (music); Pronunciation; Stress (linguistics); Linguistics; Active listening; Psychology; Perception; Vowel; Speech recognition; Variation (astronomy); First language; Intonation (linguistics); Communication; Computer science; 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":[0.0006080458,0.0002713633,0.000320323,0.0001720402,0.0002355004,0.0007074006,0.0002115376,0.0005032229,0.002506261],"category_scores_gemma":[0.003440727,0.0001731627,0.0001418246,0.0000646743,0.0003110262,0.0006364278,0.0005651504,0.0003066822,0.000398792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007418278,"about_ca_system_score_gemma":0.00007929737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003900563,"about_ca_topic_score_gemma":0.0008342015,"domain_scores_codex":[0.9997446,0.0000755142,0.00001893537,0.00008400158,0.00004292554,0.00003399393],"domain_scores_gemma":[0.9984785,0.0009928882,0.0001365133,0.00009361399,0.0001500864,0.0001483967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001877295,0.0002852395,0.0596797,0.0006272262,0.00006936113,0.0005589481,0.004594488,0.000299062,0.8748776,0.0002277898,0.000180184,0.05672317],"study_design_scores_gemma":[0.0001262732,0.004846739,0.7792627,0.00007488279,0.0001892219,0.001724117,0.005637642,0.002805808,0.20212,0.0006978975,0.002427963,0.00008682663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965989,0.000102369,0.001786065,0.00001318827,0.00001277131,0.00002416747,0.00003130027,0.00001800412,0.001413346],"genre_scores_gemma":[0.9962479,0.0001066161,0.002935144,0.00003990865,0.000007837776,0.00001650105,0.0000609967,0.000009358894,0.0005756381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506261,"threshold_uncertainty_score":0.008384287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178688052954878,"score_gpt":0.3504262318221454,"score_spread":0.3186393512925966,"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."}}