{"id":"W2997046140","doi":"10.1121/1.5139423","title":"Individual predictors of response to biofeedback training for second-language production","year":2019,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Biofeedback; Speech production; Psychology; Audiology; Sensory system; Phonological awareness; Cognitive psychology; Computer science; Medicine; Speech recognition; Literacy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005857119,0.0001593436,0.0001544936,0.0002060746,0.0001130408,0.0002430119,0.00009791613,0.0003143975,0.001568189],"category_scores_gemma":[0.004585646,0.00006976903,0.0001439963,0.0001099925,0.000121478,0.0001152992,0.0001490457,0.0002769362,0.0002232111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009518518,"about_ca_system_score_gemma":0.000136123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007038077,"about_ca_topic_score_gemma":0.001264683,"domain_scores_codex":[0.9997981,0.00004838433,0.00002745202,0.0000407793,0.0000525204,0.00003276853],"domain_scores_gemma":[0.9964848,0.002278316,0.0006349255,0.00008635806,0.0001876242,0.0003281049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007781078,0.0003293688,0.9802358,0.00001949157,0.00005783412,0.00008283392,0.0002599258,0.0002229512,0.005527839,0.000009240673,0.00008627152,0.01239037],"study_design_scores_gemma":[0.000005112525,0.0004473267,0.9985912,0.000002109633,0.000008987071,0.00006881986,0.0001039416,0.0002867221,0.0004280738,0.00001013026,0.00004505284,0.000002606376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997905,0.00003405013,0.00005723054,0.0000088651,0.000002027964,0.00000319626,0.00001772476,0.000002258266,0.00008411598],"genre_scores_gemma":[0.9997954,0.00001651694,0.00006300045,0.000004135654,0.000001616487,0.000004330897,0.00002314081,8.321446e-7,0.00009093043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001568189,"threshold_uncertainty_score":0.005246162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386773763228391,"score_gpt":0.3380208323378325,"score_spread":0.3041530947055486,"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."}}