{"id":"W2145382971","doi":"10.5430/wjel.v1n2p30","title":"Reflection on the Computer and Network-based College English Teaching Model From the Perspective of Learning Styles","year":2011,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang Ocean University","keywords":"Perspective (graphical); College English; Mathematics education; Reflection (computer programming); Teaching and learning center; Curriculum; Learning styles; Computer science; Order (exchange); Learning effect; Teaching method; Psychology; Pedagogy; Artificial intelligence","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":[0.001554543,0.0001794272,0.0001197698,0.0002053745,0.0006973924,0.001495316,0.000504938,0.000426939,0.001853058],"category_scores_gemma":[0.002296585,0.00009158802,0.0002396476,0.0001260004,0.001500256,0.001237725,0.0008662653,0.001331886,0.0002678087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199525,"about_ca_system_score_gemma":0.0009967487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305245,"about_ca_topic_score_gemma":0.002497852,"domain_scores_codex":[0.9989673,0.0005741405,0.00002531995,0.00008617221,0.0002139981,0.0001330623],"domain_scores_gemma":[0.9985601,0.0006499405,0.0001315266,0.0001605099,0.0002726813,0.0002251315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006143262,0.003538591,0.09197965,0.0003516514,0.00005622447,0.002351931,0.4946335,0.002347285,0.06730051,0.07097174,0.009691227,0.2561633],"study_design_scores_gemma":[0.0003052759,0.003264188,0.1622057,0.0003927424,0.0001364423,0.003164104,0.5564786,0.01373774,0.03219629,0.0366053,0.191311,0.0002027433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570682,0.0001271629,0.006986111,0.003289802,0.00007353409,0.00008551379,0.00001556722,0.00001847086,0.03233556],"genre_scores_gemma":[0.9890354,0.0001809466,0.00260479,0.000533297,0.00001365838,0.0000366512,0.00001071934,0.00001008509,0.007574343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305245,"threshold_uncertainty_score":0.008703232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117482223602422,"score_gpt":0.2453410858708309,"score_spread":0.2141662636348067,"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."}}