{"id":"W2114574435","doi":"","title":"The Effect of Classroom Environments on University Students’ Autonomous EFL Learning","year":2015,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomous learning; Mathematics education; Psychology; Pedagogy","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":[0.0009482824,0.000281394,0.0002947918,0.0005391733,0.0005380402,0.001307647,0.0002888291,0.0002310725,0.002415612],"category_scores_gemma":[0.005464631,0.0001072118,0.0002995952,0.0002882748,0.0005691281,0.0004093461,0.00115148,0.000470459,0.0001986699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003448233,"about_ca_system_score_gemma":0.0006958466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354167,"about_ca_topic_score_gemma":0.002517328,"domain_scores_codex":[0.99863,0.0005479735,0.0000957045,0.000162989,0.0003077907,0.000255626],"domain_scores_gemma":[0.9906294,0.00387158,0.00193873,0.0003268454,0.0006497405,0.002583772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006020563,0.002569386,0.9344271,0.00009731804,0.000138415,0.0005141893,0.0051043,0.00035723,0.005557098,0.0003076701,0.0001907995,0.05013435],"study_design_scores_gemma":[0.00001118227,0.0005172484,0.9947051,0.00001253827,0.0000313543,0.00006374951,0.002772192,0.0001726753,0.001222983,0.000125784,0.0003517802,0.00001330029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992817,0.0000408687,0.00004287045,0.00001326394,0.000001688111,0.000003542145,0.000007125457,0.000002422022,0.0006065754],"genre_scores_gemma":[0.9996629,0.00002808658,0.00006512688,0.000004444392,0.000002073711,0.000005084948,0.00001042314,9.353448e-7,0.0002209942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415612,"threshold_uncertainty_score":0.008080959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418719008769664,"score_gpt":0.3380026643932428,"score_spread":0.3238154743055461,"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."}}