{"id":"W4229458243","doi":"10.1121/10.0010603","title":"Acoustic characterization of the Costa Rican Non-Standard Trills","year":2022,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Voice; Spectrogram; Acoustics; American English; Range (aeronautics); Center of gravity; Stress (linguistics); Variation (astronomy); Mathematics; Speech recognition; Linguistics; Computer science; Physics; Astrophysics; Materials science","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":[0.0004048929,0.0002594312,0.0001966388,0.0007294748,0.0003166512,0.0005701288,0.000326043,0.0002172952,0.002295803],"category_scores_gemma":[0.0007700638,0.0001088087,0.0001441653,0.0005415747,0.0003727759,0.0001508266,0.000459765,0.0001661335,0.0005735551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004222377,"about_ca_system_score_gemma":0.0001825735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00743614,"about_ca_topic_score_gemma":0.0179357,"domain_scores_codex":[0.9997478,0.00004572754,0.00002241435,0.00005686392,0.00008396588,0.00004316974],"domain_scores_gemma":[0.999517,0.00007357074,0.0001186792,0.00008446849,0.0001686938,0.00003765403],"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":[0.001937746,0.0001618967,0.3313518,0.0004119599,0.0001006456,0.005079354,0.0159043,0.0008642345,0.4942588,0.001675901,0.001794952,0.1464584],"study_design_scores_gemma":[0.00001058755,0.000167859,0.9785519,0.00002250838,0.00002101508,0.001850978,0.004254526,0.001052823,0.007087335,0.0001268836,0.006828337,0.00002518268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923021,0.0001489151,0.0009570484,0.00004087796,0.000006674409,0.00002364912,0.0002728376,0.00005179565,0.006196212],"genre_scores_gemma":[0.9970199,0.00009634956,0.0007050763,0.00002291997,0.00000760165,0.00001661752,0.0003243278,0.00003403498,0.001773113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00743614,"threshold_uncertainty_score":0.01478571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554375106791103,"score_gpt":0.3011560865323168,"score_spread":0.2856123354644058,"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."}}