{"id":"W2162937012","doi":"10.3968/j.css.1923669720130906.2926","title":"Chinese EFL Students’ Errors of Consonant Acquisition","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consonant; Statistic; Psychology; Linguistics; Negative transfer; Neglect; First language; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008322198,0.0003962385,0.0002668353,0.001615607,0.0006153405,0.0005889045,0.0002962352,0.0002631768,0.002240255],"category_scores_gemma":[0.005099192,0.0001684008,0.0001309104,0.0009912485,0.0005927817,0.0004836807,0.0007422892,0.0003050126,0.0004717157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564569,"about_ca_system_score_gemma":0.0008701693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890677,"about_ca_topic_score_gemma":0.01931275,"domain_scores_codex":[0.999166,0.00008686808,0.0001274362,0.0001587508,0.0002973293,0.0001636065],"domain_scores_gemma":[0.9952102,0.001484571,0.001367974,0.0003734318,0.001248569,0.0003151564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003973717,0.0002244005,0.8415397,0.0001538024,0.00004251347,0.001811047,0.04978279,0.0001638364,0.02823637,0.0002515029,0.0005209035,0.07687584],"study_design_scores_gemma":[0.00001051508,0.000168365,0.9754254,0.00001065195,0.00002906121,0.001402596,0.01104987,0.000476145,0.009724122,0.0001153702,0.001554684,0.00003326506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994791,0.00001742185,0.00004645704,0.000008580716,0.00000112435,0.000002767965,0.00003892708,0.000003996192,0.0004016958],"genre_scores_gemma":[0.9990568,0.00003700753,0.0001008627,0.000008995668,0.000001727964,0.000004769897,0.0001205404,0.000004467339,0.0006647403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890677,"threshold_uncertainty_score":0.03759342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681152239193212,"score_gpt":0.3489937195354744,"score_spread":0.3321821971435422,"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."}}