{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006635908,0.00006981666,0.0001183028,0.0000296215,0.0002749297,0.00002682194,0.0001387774,0.00003566168,0.000003454445],"category_scores_gemma":[0.0001826106,0.0000440887,0.00002407145,0.00008469202,0.0002554122,0.00005499707,0.00008727641,0.0001359096,0.000002855562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047708,"about_ca_system_score_gemma":0.000009074917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005193999,"about_ca_topic_score_gemma":0.00009719203,"domain_scores_codex":[0.9991385,0.0002813308,0.00007419227,0.0001117277,0.0002717523,0.0001225431],"domain_scores_gemma":[0.9994675,0.0003740263,0.00004348799,0.00007171214,0.000005598437,0.00003770775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008063741,0.000051753,0.6776375,0.00001401243,0.00009751266,0.00002588932,0.3129989,0.00002682777,0.00001005512,0.00399227,0.0006051334,0.004459495],"study_design_scores_gemma":[0.001658584,0.0006444322,0.2110332,0.0001431219,0.0000419905,7.627216e-7,0.3584857,0.000002047401,0.00003607538,0.0001760254,0.4275885,0.0001896251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829163,0.006997779,4.8303e-7,0.0003728105,0.0002181295,0.0001306865,0.000002329488,0.000005774134,0.009355735],"genre_scores_gemma":[0.9824557,0.001399264,0.000009348515,0.00003590868,0.00006340898,0.000002381487,0.000002376894,0.000002830243,0.01602877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666044,"threshold_uncertainty_score":0.2114564,"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."}}