{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001802113,0.0002275266,0.0002505544,0.000572528,0.003672234,0.003243051,0.0004588075,0.0007243072,0.002117765],"category_scores_gemma":[0.002432243,0.0002599702,0.0002644246,0.000428971,0.002271754,0.001700214,0.002798449,0.0009740039,0.0003776847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480155,"about_ca_system_score_gemma":0.002808823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007894494,"about_ca_topic_score_gemma":0.01894114,"domain_scores_codex":[0.9984949,0.0006163377,0.00006255658,0.000115254,0.0002591625,0.0004518624],"domain_scores_gemma":[0.9977484,0.0008459381,0.0002895118,0.00008828978,0.0002677186,0.000760115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007716797,0.0003957992,0.1142249,0.0002751906,0.00001697716,0.003221876,0.8336309,0.0001953992,0.008565716,0.001802893,0.001306623,0.03628653],"study_design_scores_gemma":[0.000008947242,0.0002733461,0.04933967,0.0001173853,0.00002284418,0.000510155,0.9267749,0.0003659677,0.001864625,0.000258259,0.02042825,0.0000357331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966241,0.00006331568,0.0002248097,0.0002837707,0.000005850248,0.00001066707,0.000008448252,0.000006474338,0.002772636],"genre_scores_gemma":[0.9976929,0.0001343503,0.0002133734,0.0001014044,0.000003007647,0.00001025887,0.000008344176,0.000004602825,0.001831817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007894494,"threshold_uncertainty_score":0.01569706,"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."}}