{"id":"W2767393954","doi":"","title":"Phonological Memory Predicts Second Language Oral Gains in Adults","year":2003,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Carnegie Mellon University","keywords":"Fluency; Psychology; Cognitive psychology; Linguistics; Language acquisition; Mathematics education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571311,0.0002765542,0.0002952143,0.0005703458,0.0002712808,0.001065465,0.0001981322,0.0008663157,0.003759741],"category_scores_gemma":[0.003135785,0.0002706517,0.0001883602,0.0002142833,0.0004378373,0.0007371271,0.0004983753,0.0007269568,0.00134523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762225,"about_ca_system_score_gemma":0.0001585695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250179,"about_ca_topic_score_gemma":0.002722105,"domain_scores_codex":[0.9998477,0.00001618664,0.00002172427,0.00004686209,0.00004053661,0.00002709114],"domain_scores_gemma":[0.9981202,0.000501345,0.0006697991,0.0001313545,0.0002049402,0.0003723761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004240597,0.0005826563,0.9858618,0.000030417,0.00001591587,0.0003836585,0.001117287,0.0000535508,0.003283173,0.0000885281,0.0003504921,0.0078085],"study_design_scores_gemma":[0.00001766812,0.000815814,0.9962943,0.00001124216,0.00001530264,0.001047899,0.0004646725,0.0001681465,0.0007320811,0.0002060361,0.0002191167,0.000007717358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991226,0.000153526,0.00002197587,0.00003387879,0.000006624027,0.000004811624,0.00008235267,0.000004912888,0.0005693631],"genre_scores_gemma":[0.9988919,0.0001008013,0.00006595098,0.0000309139,0.000007452537,0.000006912291,0.0001251047,0.000002236599,0.0007688102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003759741,"threshold_uncertainty_score":0.01257759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483711747474568,"score_gpt":0.2434794821941888,"score_spread":0.2286423647194432,"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."}}