{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403981,0.0001351041,0.000221823,0.00009663226,0.0006208832,0.0001025026,0.0002035596,0.00002942451,0.0002231844],"category_scores_gemma":[0.0007431188,0.00006992614,0.0001191901,0.00004663633,0.0001399321,0.0001539335,0.00003420037,0.001452869,7.372107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004245606,"about_ca_system_score_gemma":0.00003268275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601082,"about_ca_topic_score_gemma":0.000753522,"domain_scores_codex":[0.9986601,0.0005519036,0.0002818132,0.0001229613,0.0002189451,0.0001642466],"domain_scores_gemma":[0.998199,0.0008810647,0.0003928645,0.000140781,0.0003463532,0.00003991658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001511593,0.0000738341,0.001222244,0.000005981321,0.0001228043,0.00001001512,0.8001649,0.01261938,0.00001790681,0.1792031,0.004833677,0.001574948],"study_design_scores_gemma":[0.001763718,0.0009366103,0.001577044,0.001172206,0.000288263,0.000003831505,0.8612475,0.02595313,0.0001535144,0.003241149,0.1031891,0.000473825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8194204,0.001068459,0.0007382876,0.0003966874,0.001111759,0.0001482798,0.00001730725,0.0000757733,0.1770231],"genre_scores_gemma":[0.9932235,0.000007715332,0.000912557,0.0003179741,0.00440976,0.000001351048,0.000001731224,0.00002199555,0.001103437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175962,"threshold_uncertainty_score":0.6312072,"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."}}