{"id":"W3049322626","doi":"","title":"High durational variability of consonant geminates and their surrounding vowels in stuttering japanese speakers' fluent speech","year":2014,"lang":"en","type":"article","venue":"Canadian journal of speech-language pathology and audiology","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stuttering; Consonant; Speech recognition; Linguistics; Vowel; Audiology; Psychology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908841,0.0001931026,0.0005643506,0.0004240556,0.00009117062,0.00001700123,0.0001628762,0.0001953555,0.0004747607],"category_scores_gemma":[0.0005996096,0.0001525502,0.00005792556,0.0001108789,0.0006939393,0.00006782253,0.00004330307,0.0003632638,0.00000562138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008540691,"about_ca_system_score_gemma":0.000141817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004052117,"about_ca_topic_score_gemma":0.006608214,"domain_scores_codex":[0.9980345,0.0005936778,0.0005123316,0.0002918953,0.00007021878,0.0004973448],"domain_scores_gemma":[0.9983612,0.0008045156,0.00023474,0.0002036,0.00009136571,0.0003045744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002516325,0.0001017436,0.8964486,0.00007482495,0.0002248003,0.009597854,0.01951726,0.00001033529,0.0176598,0.002851218,0.0001000858,0.05316187],"study_design_scores_gemma":[0.00193506,0.0008800295,0.9766917,0.00008670848,0.00002942565,0.01093253,0.005007382,0.00001265678,0.001824001,0.002227671,0.0001829289,0.000189973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964174,0.001587833,0.0001308927,0.000752305,0.0004840601,0.0001437692,0.00005034911,0.000004329062,0.0004290339],"genre_scores_gemma":[0.9988002,0.00005297831,0.0007218182,0.000148589,0.0001694386,0.000006146383,0.000009160378,0.00001207673,0.00007960017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08024306,"threshold_uncertainty_score":0.6220819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086389085079933,"score_gpt":0.2685049982599684,"score_spread":0.257641107409169,"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."}}