{"id":"W2157982303","doi":"10.1017/s0272263109990015","title":"THE RELATIONSHIP BETWEEN L1 FLUENCY AND L2 FLUENCY DEVELOPMENT","year":2009,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":286,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Simon Fraser University; University of Alberta","funders":"","keywords":"Fluency; Mandarin Chinese; Linguistics; Psychology; Slavic languages; Vowel; Neuroscience of multilingualism; Second language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006183092,0.0001131324,0.0001565209,0.000102019,0.0003649296,0.00002218217,0.0001388448,0.00009533267,0.0003143278],"category_scores_gemma":[0.0001605285,0.00008587893,0.00002025141,0.00019413,0.0001776134,0.00005526856,0.00006244943,0.0002594668,0.00009750637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005786827,"about_ca_system_score_gemma":0.00001918561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836956,"about_ca_topic_score_gemma":0.0001372208,"domain_scores_codex":[0.9989001,0.0001671699,0.0002680261,0.0002398559,0.0001097416,0.0003151325],"domain_scores_gemma":[0.9988376,0.0007846923,0.00005529201,0.0002382345,0.00004438861,0.00003972266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001656425,0.0001463681,0.4667992,0.00006545644,0.000312967,0.0001817028,0.3802493,8.875459e-7,0.001202247,0.01193896,0.008545062,0.1303922],"study_design_scores_gemma":[0.0004130126,0.00009041982,0.9797372,0.00002372544,0.000006841106,0.000008713997,0.008692566,4.333873e-7,0.0001448989,0.009978111,0.0008016031,0.0001025293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641058,0.02819229,0.00001045924,0.0005736671,0.0002088774,0.0001859109,0.000008171807,0.00002379116,0.006691045],"genre_scores_gemma":[0.9976252,0.00009570119,0.0001155293,0.0003635173,0.0001279296,0.00004140082,0.00001948883,0.000007024144,0.001604151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512938,"threshold_uncertainty_score":0.3502041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07634284774516137,"score_gpt":0.4212998918763987,"score_spread":0.3449570441312373,"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."}}