{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009148621,0.0002511054,0.0002887716,0.001076571,0.00115577,0.001070191,0.0002531494,0.0003412205,0.003003322],"category_scores_gemma":[0.002504203,0.0001726262,0.0002118502,0.0007854264,0.0008053915,0.000385837,0.0006590949,0.0006017886,0.0002910794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006508835,"about_ca_system_score_gemma":0.0008594331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684695,"about_ca_topic_score_gemma":0.02970009,"domain_scores_codex":[0.9996736,0.00004066557,0.00002409038,0.00002864421,0.0001291489,0.0001037854],"domain_scores_gemma":[0.998202,0.0003128397,0.0004871479,0.00006704038,0.000394365,0.00053666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003478063,0.000131522,0.9579533,0.00002873056,0.00001499144,0.0003346331,0.03206252,0.00002579555,0.00165104,0.0001414742,0.0002185911,0.007402696],"study_design_scores_gemma":[0.000004385846,0.0001425217,0.9698007,0.00001555131,0.000008764045,0.000135163,0.0290099,0.00007142743,0.0001702553,0.00003980748,0.0005926892,0.000008880266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992955,0.00001887761,0.00001204158,0.00003682181,0.000001674121,0.000005832694,0.00001934776,8.014637e-7,0.0006091986],"genre_scores_gemma":[0.9991028,0.00005336048,0.00002412416,0.00003804627,0.000002549206,0.000007145043,0.00005353833,6.481455e-7,0.0007178414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02684695,"threshold_uncertainty_score":0.05338138,"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."}}