{"id":"W1800891484","doi":"","title":"Chinese High School Graduates' Beliefs About English Learning","year":2011,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Psychology; Preference; Curriculum; Mathematics education; Learner autonomy; Pedagogy; Language education; Comprehension approach","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":[0.0003201062,0.0002115509,0.0002753589,0.0001373431,0.0004174178,0.0001672114,0.0001020837,0.00005805966,0.0003539166],"category_scores_gemma":[0.0005429718,0.0001480822,0.00005030364,0.00007991197,0.000195357,0.0002606905,0.00009094281,0.0008315956,0.00001694134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628096,"about_ca_system_score_gemma":0.000006163525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733503,"about_ca_topic_score_gemma":0.0003881638,"domain_scores_codex":[0.9990292,0.0001346702,0.0001989028,0.0002624508,0.0001071031,0.0002676929],"domain_scores_gemma":[0.9995484,0.00009748053,0.00006542372,0.0001441173,0.00008812197,0.00005649427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001809236,0.00003255893,0.01290677,0.0001088376,0.00006529166,0.00009958734,0.9629153,0.000001360591,0.00001156732,0.02087603,0.001061001,0.001903617],"study_design_scores_gemma":[0.002523353,0.0006810438,0.04796401,0.002808839,0.00009741537,0.00003021113,0.6385463,0.00002610477,0.0000451325,0.007240729,0.2985715,0.001465327],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8560339,0.05153865,9.345481e-7,0.00004993456,0.0008042498,0.00008978389,0.000009377092,0.0001662615,0.09130697],"genre_scores_gemma":[0.9818378,0.0006276299,0.0001408958,0.0003049807,0.0016794,0.00001747112,0.00002600625,0.0000231147,0.0153427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324369,"threshold_uncertainty_score":0.6038615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069522973912954,"score_gpt":0.2759213635506506,"score_spread":0.255226133811521,"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."}}