{"id":"W2950695906","doi":"10.1017/s0272263119000159","title":"PRACTICE IS IMPORTANT BUT HOW ABOUT ITS QUALITY?","year":2019,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Fluency; Psychology; Quality (philosophy); Speech production; Production (economics); Test (biology); Foreign language; Computer science; Mathematics education; Cognitive psychology; Linguistics; Speech recognition","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01420567,0.0001902269,0.0008132438,0.0008700396,0.001139276,0.005424615,0.001134515,0.001389938,0.002241069],"category_scores_gemma":[0.09796004,0.0003187964,0.0003895682,0.001100738,0.005358744,0.004347677,0.002666535,0.002012311,0.0002125037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901283,"about_ca_system_score_gemma":0.00417924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00594152,"about_ca_topic_score_gemma":0.0078022,"domain_scores_codex":[0.9803116,0.01034463,0.001038236,0.001490014,0.005625682,0.00118986],"domain_scores_gemma":[0.8661823,0.07434962,0.02531028,0.00830153,0.01473811,0.01111814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006252769,0.00122811,0.4542984,0.002377217,0.0007960014,0.0005640747,0.0579304,0.001002135,0.004503565,0.01052771,0.004420811,0.4617264],"study_design_scores_gemma":[0.0001420185,0.001372717,0.8869331,0.002768183,0.0003496339,0.0007222696,0.05027546,0.001183312,0.003440177,0.01914326,0.0335414,0.0001284902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189735,0.01050771,0.006140665,0.04533461,0.000387909,0.00008860246,0.0001264811,0.0001525064,0.01828802],"genre_scores_gemma":[0.9965898,0.0008455103,0.001368681,0.000715887,0.00006106629,0.00001675067,0.0000182289,0.00001834253,0.0003657575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420567,"threshold_uncertainty_score":0.07512766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756829235190346,"score_gpt":0.3525404519973356,"score_spread":0.3049721596454321,"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."}}