{"id":"W1964250295","doi":"10.1121/1.3655053","title":"Effects of consonant context on vowel formant contours in spontaneous and read speech","year":2011,"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 Alberta; Dalhousie University","funders":"","keywords":"Formant; Vowel; Speech recognition; Consonant; Computer science; Context (archaeology); Reading (process); Noise (video); Speech production; Task (project management); Acoustics; Linguistics; Artificial intelligence; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006509012,0.0003250808,0.0004402924,0.0004611517,0.0005184117,0.0009141405,0.0002301485,0.0003433638,0.00110677],"category_scores_gemma":[0.006367908,0.000336544,0.0002177947,0.0003953829,0.000603552,0.0002277771,0.0006112407,0.0002980428,0.0002882044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874462,"about_ca_system_score_gemma":0.0004798307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02354732,"about_ca_topic_score_gemma":0.07322688,"domain_scores_codex":[0.9991742,0.0002178142,0.00006852516,0.0002253693,0.0002239507,0.0000901358],"domain_scores_gemma":[0.995312,0.003004572,0.0004342106,0.0003259147,0.0006494223,0.0002739227],"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":[0.007246371,0.0001895839,0.08998062,0.0004050996,0.000210114,0.0008877382,0.006455037,0.0006716443,0.8743258,0.00006976178,0.0002297656,0.01932864],"study_design_scores_gemma":[0.00003115192,0.0003892429,0.9795263,0.00001937899,0.00006894048,0.0003299104,0.0007392896,0.0003302277,0.01826548,0.00002227357,0.0002553884,0.00002241284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990855,0.0001165032,0.0001858859,0.000005009944,0.000004161232,0.00001146317,0.0002476168,0.000008256616,0.0003354782],"genre_scores_gemma":[0.9983268,0.0001015433,0.0005178159,0.000012383,0.000004287135,0.00003174235,0.0006604492,0.00002669932,0.0003182087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02354732,"threshold_uncertainty_score":0.04682052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253287034016534,"score_gpt":0.2921773113788783,"score_spread":0.2696444410387129,"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."}}