{"id":"W4411794180","doi":"10.5539/elt.v18n7p82","title":"Exploring ChatGPT’s Application of Effective Writing Feedback in EFL Context: Teachers’ Perceptions","year":2025,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Context (archaeology); Mathematics education; Context effect; Pedagogy; Linguistics","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":[0.01721189,0.0003576824,0.0004519267,0.001286375,0.001267059,0.002514185,0.0008869823,0.0006984356,0.001840192],"category_scores_gemma":[0.100372,0.0003321505,0.0002106413,0.0005237784,0.001692692,0.001907008,0.002556398,0.00125245,0.0003929718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126901,"about_ca_system_score_gemma":0.001732611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425646,"about_ca_topic_score_gemma":0.002494696,"domain_scores_codex":[0.9861507,0.009677381,0.000793246,0.0007379114,0.002122601,0.0005180435],"domain_scores_gemma":[0.8807819,0.08646736,0.01004725,0.003234982,0.01288319,0.006585392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004015364,0.001008713,0.2046896,0.0009824316,0.00004707045,0.001893933,0.5857198,0.0006299062,0.01772193,0.0007005118,0.002142373,0.1840623],"study_design_scores_gemma":[0.0001987032,0.005494244,0.3448968,0.001284036,0.000130506,0.007014811,0.5716618,0.01160177,0.01658111,0.001720074,0.03907508,0.0003411869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928246,0.0001454757,0.004036725,0.0003534755,0.00002420625,0.0001014565,0.0000301308,0.0001027594,0.002381169],"genre_scores_gemma":[0.9947073,0.0001246534,0.003871994,0.0001270138,0.00001726601,0.0001021436,0.00002353573,0.00002855621,0.0009973764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721189,"threshold_uncertainty_score":0.09102625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234270429008872,"score_gpt":0.2822367308144855,"score_spread":0.2698940265243968,"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."}}