{"id":"W2951168122","doi":"10.1044/2019_pers-sig19-2018-0006","title":"A Comparative Normative Study Between Multidimensional Voice Program, Praat, and TF32","year":2019,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Speech recognition; Computer science; Normative; Quality (philosophy); Phonation; Waveform; Psychology; Audiology; Medicine; Telecommunications","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":[0.003582649,0.0004544331,0.000378819,0.002794193,0.0007856753,0.0008037515,0.0006648584,0.0007462914,0.002756987],"category_scores_gemma":[0.01609127,0.0001768254,0.0003075375,0.0009636396,0.0008888126,0.000730925,0.0008670937,0.000412952,0.0008587615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873723,"about_ca_system_score_gemma":0.0004217385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327403,"about_ca_topic_score_gemma":0.004078115,"domain_scores_codex":[0.9975795,0.0004610724,0.0003700738,0.0006255666,0.0008522107,0.0001115826],"domain_scores_gemma":[0.988609,0.003377474,0.001040337,0.00125003,0.005262448,0.000460763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005897477,0.0005927967,0.9274352,0.0001269669,0.0001142869,0.001037855,0.003782515,0.000355391,0.01297124,0.001027772,0.001000681,0.05096554],"study_design_scores_gemma":[0.00002858483,0.001000711,0.9839736,0.00005447435,0.00005233004,0.003798975,0.003225895,0.001192051,0.002966062,0.0005477794,0.003130503,0.00002905359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9915255,0.0002476329,0.003128528,0.00002237436,0.00004141373,0.0001231756,0.0007559546,0.00005495346,0.004100605],"genre_scores_gemma":[0.9961463,0.00006806771,0.001970504,0.00003034344,0.00002192855,0.0002016558,0.0009427657,0.00003451511,0.0005837737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003582649,"threshold_uncertainty_score":0.01894706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823858461965662,"score_gpt":0.3389388937949279,"score_spread":0.3007003091752713,"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."}}