{"id":"W3192958702","doi":"10.1080/02699206.2021.1960622","title":"Speech rate increase in primary progressive apraxia of speech and its cost on articulatory accuracy","year":2021,"lang":"en","type":"article","venue":"Clinical Linguistics & Phonetics","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Réseau québécois de recherche sur le vieillissement","keywords":"Syllable; Apraxia; Prosody; Articulation (sociology); Psychology; Speech recognition; Audiology; Speech production; Computer science; Cognitive psychology; Aphasia; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005464824,0.0003405368,0.0003971321,0.0003364522,0.0001009355,0.00037236,0.0001593529,0.0003322591,0.002142595],"category_scores_gemma":[0.0054551,0.0001857376,0.0001995392,0.0001220053,0.000277289,0.0002861668,0.0003932392,0.0002508587,0.0002790531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072527,"about_ca_system_score_gemma":0.0001120075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006656104,"about_ca_topic_score_gemma":0.0005963763,"domain_scores_codex":[0.9996001,0.00009461837,0.00005526214,0.00008530451,0.000120363,0.00004439634],"domain_scores_gemma":[0.9972544,0.001621727,0.0005799974,0.0001769506,0.0001838312,0.0001831141],"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":[0.009390982,0.0006023943,0.2613847,0.0003558818,0.0002338065,0.002575774,0.003090897,0.0009015742,0.6835592,0.0001583374,0.0001250578,0.03762144],"study_design_scores_gemma":[0.00003931045,0.001716538,0.9889078,0.00000624198,0.00005599404,0.001173606,0.0003471332,0.0004623378,0.007095607,0.00009532351,0.00008923562,0.00001086338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997079,0.00003122943,0.00004684856,0.000003701464,0.000001072623,0.000002998504,0.00001509415,0.000002156977,0.0001890433],"genre_scores_gemma":[0.9997198,0.0000229994,0.00008693247,0.000003436456,0.000002348621,0.000007700956,0.00002693358,0.000002308584,0.0001275135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002142595,"threshold_uncertainty_score":0.007167757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.060695866754909,"score_gpt":0.3720993110033015,"score_spread":0.3114034442483924,"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."}}