{"id":"W6987155865","doi":"","title":"Shaping phonetic performance in second language learners","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mandarin Chinese; Utterance; Control (management); Second language; Similarity (geometry); Task analysis; Language acquisition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029129,0.0003355063,0.0004231195,0.0002413464,0.0002620401,0.0006885579,0.0002728168,0.0004874183,0.001651168],"category_scores_gemma":[0.003640045,0.0001406471,0.0001567665,0.00008779889,0.0005243926,0.0002666794,0.0004607446,0.0006104268,0.0005646424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452951,"about_ca_system_score_gemma":0.0005850521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456059,"about_ca_topic_score_gemma":0.0008125299,"domain_scores_codex":[0.9992744,0.0001926455,0.00004040021,0.0001387252,0.0002624579,0.00009136074],"domain_scores_gemma":[0.998538,0.0005577856,0.000224322,0.0001710234,0.0002110748,0.0002978057],"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":[0.006101682,0.01558609,0.1156977,0.0003212847,0.00007140882,0.0009062351,0.0133653,0.0008489382,0.6598371,0.0004497391,0.0006146836,0.1861998],"study_design_scores_gemma":[0.0004902501,0.08516204,0.6100416,0.00007762366,0.0001172021,0.002479984,0.007483214,0.003320534,0.2833352,0.0008559451,0.006532459,0.0001040446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994745,0.00001852147,0.0001461389,0.000006804213,0.000003484754,0.00000965682,0.000004836625,0.00001013706,0.0003259934],"genre_scores_gemma":[0.9972789,0.00005190478,0.001001462,0.00002866476,0.00000430931,0.00003424401,0.0000230139,0.00001032519,0.001567248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001651168,"threshold_uncertainty_score":0.005523682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09891642489017273,"score_gpt":0.2933444003098474,"score_spread":0.1944279754196747,"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."}}