{"id":"W4412740728","doi":"10.22329/jtl.v19i2.9687","title":"Empowering Digital Education with ChatGPT: From Theoretical to Practical","year":2025,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Computer science; Sociology; Mathematics education; Political science; Psychology; Engineering","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":[0.0009512084,0.000429025,0.0002796217,0.0004225482,0.001475652,0.005500693,0.0008184217,0.001506392,0.007008914],"category_scores_gemma":[0.001992342,0.000239158,0.0002770292,0.000552947,0.003165851,0.007263741,0.004787389,0.003624043,0.001657809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073261,"about_ca_system_score_gemma":0.00141625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004794254,"about_ca_topic_score_gemma":0.001231555,"domain_scores_codex":[0.9993132,0.0003048385,0.00001822587,0.00004301485,0.0002246718,0.00009602695],"domain_scores_gemma":[0.9987699,0.0008072286,0.00003702465,0.00007589404,0.0000786512,0.0002311365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005928543,0.0002070125,0.0005728372,0.001589783,0.00001196673,0.0009265274,0.0222606,0.001348814,0.002742425,0.4073707,0.1197059,0.4432041],"study_design_scores_gemma":[0.0000108158,0.00006578103,0.0004260524,0.001328705,0.000006797936,0.001062343,0.008037574,0.001551282,0.001477637,0.05567482,0.9303361,0.00002210121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04315138,0.06820464,0.176235,0.07200763,0.009149199,0.0004399643,0.0001535341,0.002104151,0.6285545],"genre_scores_gemma":[0.4183545,0.1133811,0.1263697,0.01617135,0.003838262,0.001103711,0.0003422214,0.0007320039,0.3197072],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007008914,"threshold_uncertainty_score":0.02344716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004819006165434105,"score_gpt":0.3200910843002994,"score_spread":0.3152720781348653,"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."}}