{"id":"W4313532793","doi":"10.5430/wjel.v13n1p286","title":"PAD Class Teaching in Undergraduate English Courses in the Era of Information Technology","year":2022,"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":"","keywords":"Class (philosophy); Mathematics education; Presentation (obstetrics); College English; Assimilation (phonology); Style (visual arts); Psychology; Computer science; Medicine; Linguistics; Artificial intelligence; Surgery; Art; Visual arts","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":[0.0008575509,0.0004320286,0.0003758594,0.000361926,0.0004123718,0.0004460096,0.0004396861,0.0002486683,0.001869467],"category_scores_gemma":[0.001472199,0.0001539136,0.0003455183,0.0001663516,0.0003348527,0.0003033804,0.0007386685,0.0004645486,0.0003152129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890085,"about_ca_system_score_gemma":0.0006278866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007829487,"about_ca_topic_score_gemma":0.001679848,"domain_scores_codex":[0.9994942,0.0001324133,0.00002276476,0.000109266,0.00008894008,0.0001525109],"domain_scores_gemma":[0.999034,0.0002048485,0.00009615892,0.00005584987,0.00007940472,0.0005297302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006386037,0.07689355,0.1601021,0.0008583847,0.000124465,0.001371571,0.03761365,0.0007372998,0.2290889,0.001149626,0.001126421,0.484548],"study_design_scores_gemma":[0.00122243,0.09923427,0.7592866,0.00009797172,0.0003510949,0.0009311449,0.01721239,0.002177954,0.1016022,0.0006850286,0.01708365,0.0001151855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994273,0.00003105182,0.0001447098,0.00001432232,0.000005369643,0.00002300176,0.00000377687,0.000003988774,0.0003466274],"genre_scores_gemma":[0.9968928,0.00008285395,0.001421933,0.00003483463,0.00001360134,0.00005351188,0.00002112205,0.000002809113,0.001476609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001869467,"threshold_uncertainty_score":0.006254017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008611613042716583,"score_gpt":0.2362513538744249,"score_spread":0.2276397408317083,"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."}}