{"id":"W4400163329","doi":"10.5539/elt.v17n7p120","title":"The Application and Impact of Smart Teaching Platform in TESOL: Perspectives From Junior High School Teachers","year":2024,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Teaching method; Pedagogy; Medical education; Medicine","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":[0.001777985,0.000132959,0.0001787473,0.0001743804,0.0006314986,0.0001748679,0.0002715034,0.0001142537,0.00002540238],"category_scores_gemma":[0.004864929,0.0001003493,0.00006428162,0.000224719,0.0002780349,0.0004152754,0.00008422823,0.0009901278,0.000005649927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876198,"about_ca_system_score_gemma":0.0001436326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03880879,"about_ca_topic_score_gemma":0.007064738,"domain_scores_codex":[0.9987818,0.0002023998,0.0002237213,0.0003045719,0.0002072641,0.0002802363],"domain_scores_gemma":[0.9984334,0.001148897,0.00008348422,0.0002450993,0.00002899043,0.00006017926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006136169,0.00002988609,0.01114768,0.000004798899,0.00005818576,0.000001410358,0.88029,0.000005197545,0.00160884,0.01870603,0.0005451019,0.08759675],"study_design_scores_gemma":[0.0001470854,0.00003154786,0.03028984,0.00007866617,0.00002000036,3.813426e-7,0.962971,0.00005821207,0.0001218975,0.001903539,0.004228196,0.0001495889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863834,0.006201528,0.0002052829,0.0004636792,0.0002446591,0.0002701594,0.00001590509,0.0006179682,0.005597453],"genre_scores_gemma":[0.9978436,0.0001198923,0.0008701771,0.000009928616,0.0004245699,0.0000545816,0.000005638612,0.00001875182,0.0006528551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08744717,"threshold_uncertainty_score":0.9675919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008833215936817249,"score_gpt":0.3343000435806628,"score_spread":0.3254668276438456,"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."}}