{"id":"W2338234777","doi":"10.18192/olbiwp.v5i0.1120","title":"Mobile speech recognition software: A tool for teaching second language pronunciation","year":2013,"lang":"en","type":"article","venue":"OLBI Journal","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pronunciation; Conversation; Vowel; Perception; Computer science; Software; Phonetics; Test (biology); Speech recognition; Psychology; Multimedia; Linguistics; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005448891,0.0005354847,0.000291956,0.0004446488,0.0001407763,0.0003618066,0.0003283253,0.0003365189,0.005571518],"category_scores_gemma":[0.002129012,0.0001325435,0.000199091,0.0001433696,0.000150628,0.0003434961,0.0003571855,0.0002462638,0.00140323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350081,"about_ca_system_score_gemma":0.0002437303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005166831,"about_ca_topic_score_gemma":0.0008146818,"domain_scores_codex":[0.9996779,0.0001060832,0.00001556397,0.00006318492,0.0001049312,0.00003224739],"domain_scores_gemma":[0.9987734,0.0008667216,0.00008685639,0.00006218485,0.00009368854,0.0001171763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001211034,0.002453106,0.008975639,0.0003617367,0.00003152338,0.0004608999,0.0015575,0.0002872254,0.3009612,0.0002616933,0.00131903,0.6821194],"study_design_scores_gemma":[0.001244616,0.06712424,0.4238053,0.0003570668,0.0004928138,0.01080533,0.003793502,0.01177883,0.4105116,0.001095734,0.06880063,0.0001904433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9639766,0.0005868361,0.02965614,0.0001354037,0.00005497906,0.0002424342,0.0001033498,0.001444199,0.003800157],"genre_scores_gemma":[0.9061486,0.00081274,0.08378863,0.0001399271,0.00005215446,0.0004534023,0.0002941697,0.000156392,0.008153983],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005571518,"threshold_uncertainty_score":0.01863855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450668654035256,"score_gpt":0.337133119030229,"score_spread":0.3126264324898764,"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."}}