{"id":"W2169899348","doi":"10.3109/02699206.2013.878855","title":"A multidimensional view of gradient change in velar acquisition in three-year-olds receiving phonological treatment","year":2014,"lang":"en","type":"article","venue":"Clinical Linguistics & Phonetics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Vowel; Voice-onset time; Transcription (linguistics); Adaptability; Phonology; Speech recognition; Phonetic transcription; Phonetics; Phonological rule; Audiology; Linguistics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002284279,0.0002964931,0.0008590519,0.0002631831,0.00005148979,0.00001134834,0.0003229645,0.0006253024,0.0005164261],"category_scores_gemma":[0.003455514,0.0002684034,0.0001893395,0.0004250561,0.00047664,0.00001011807,0.0001921333,0.00073867,0.000267065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174304,"about_ca_system_score_gemma":0.0000718232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000659691,"about_ca_topic_score_gemma":0.0008354787,"domain_scores_codex":[0.9960271,0.0008973461,0.001397153,0.0007062858,0.0002766181,0.000695535],"domain_scores_gemma":[0.9958313,0.002757323,0.0002638925,0.0006870428,0.0002417559,0.0002186828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00162435,0.008059963,0.8662378,0.00008110233,0.0001809907,0.0002447138,0.005620492,0.00007514365,0.0004228835,0.0399572,0.0002807457,0.07721463],"study_design_scores_gemma":[0.003808749,0.002530187,0.9683902,0.0001699484,0.00004281915,0.000005361882,0.00005528708,0.003091807,0.0001266558,0.01389636,0.007585463,0.0002971407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929377,0.001154334,0.0002998072,0.0001815389,0.002875734,0.0005796001,0.00003956779,0.00003242598,0.001899282],"genre_scores_gemma":[0.994018,0.0009161522,0.003673958,0.0002611549,0.0008608879,0.00009938582,0.00004910333,0.00003674617,0.00008462405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021524,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325422741415951,"score_gpt":0.4321070712113504,"score_spread":0.2995647970697554,"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."}}