{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606984,0.0001936903,0.0003651641,0.000180625,0.00008542676,0.000007059813,0.0003149596,0.0003304489,0.0007435149],"category_scores_gemma":[0.000005929945,0.000222036,0.00008948657,0.0002390832,0.00008545242,0.00006944268,0.00004538777,0.0004423366,0.0005253702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196682,"about_ca_system_score_gemma":0.00002036517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002568539,"about_ca_topic_score_gemma":0.3512513,"domain_scores_codex":[0.9990113,0.00007507786,0.0001109703,0.0003463682,0.0001856173,0.0002706282],"domain_scores_gemma":[0.9994624,0.00002333233,0.0001771267,0.0002150398,0.00005677985,0.0000653138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00268609,0.001092786,0.6845931,0.0008494935,0.0003866499,0.00106114,0.1050828,0.00002400966,0.001622412,0.000314978,0.06829027,0.1339962],"study_design_scores_gemma":[0.0006519545,0.0001532597,0.8012169,0.00009463382,0.00004087803,0.000002492611,0.1902447,0.000004035285,0.00001131722,0.00002295349,0.007340447,0.0002164755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879409,0.001320727,8.6801e-7,0.00009257578,0.0006348445,0.0001629554,0.00001565494,0.00003729162,0.1097941],"genre_scores_gemma":[0.971725,0.00009985264,0.00005937424,0.00002564956,0.00004331455,0.000001051034,0.0001154932,0.0000161908,0.02791405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3486828,"threshold_uncertainty_score":0.9054364,"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."}}