{"id":"W2607262194","doi":"10.5539/ass.v13n5p107","title":"Mandarin Chinese Tonal Acquisition by Thai Speakers","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Naresuan University","keywords":"Tone (literature); Mandarin Chinese; Psychology; Perception; Test (biology); Contrast (vision); Linguistics; Audiology; Medicine; Computer science","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":[0.0004231106,0.0002424345,0.0001423015,0.0003146179,0.000523733,0.0009926425,0.0001411993,0.0002745795,0.002362885],"category_scores_gemma":[0.002309295,0.0001975364,0.0001405509,0.0003318109,0.0003502658,0.0005287399,0.000499477,0.0003420133,0.0003400143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208414,"about_ca_system_score_gemma":0.0003463155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008345236,"about_ca_topic_score_gemma":0.01159209,"domain_scores_codex":[0.9995947,0.0001157407,0.00003226274,0.00006388545,0.0001044782,0.00008879248],"domain_scores_gemma":[0.9989491,0.0003721558,0.000251061,0.00004556899,0.0001819793,0.0002001663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006073814,0.0003849778,0.7551855,0.000135706,0.00003276428,0.003944817,0.1698196,0.0001531849,0.03688141,0.0003059201,0.0003223451,0.03222638],"study_design_scores_gemma":[0.00001485334,0.00066418,0.8415772,0.00003524311,0.00002911709,0.002477697,0.150175,0.0005460574,0.002643995,0.0001458769,0.001649615,0.00004118608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994249,0.00001107725,0.00001270906,0.000007996644,7.475493e-7,0.00000181991,0.000004541921,3.150812e-7,0.0005359239],"genre_scores_gemma":[0.9993045,0.00004527287,0.000037251,0.00001105224,0.000002328805,0.000002805664,0.00001233272,8.996411e-7,0.00058348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008345236,"threshold_uncertainty_score":0.01659334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022570792187264,"score_gpt":0.3946225015856959,"score_spread":0.3743967936638233,"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."}}