{"id":"W2115404662","doi":"10.7202/019873ar","title":"Teacher Feedback in Online Education for Trainee Translators","year":2009,"lang":"en","type":"article","venue":"Meta Journal des traducteurs","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; German; Computer science; Strengths and weaknesses; Proxy (statistics); Mathematics education; Computer-mediated communication; Psychology; Pedagogy; World Wide Web; The Internet","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":[0.0006746064,0.0001740821,0.0002884538,0.0002303438,0.0003346658,0.0002245825,0.0001654425,0.00004194475,0.0005489003],"category_scores_gemma":[0.0001048351,0.0001350876,0.0002728847,0.00005613934,0.00007764613,0.0003489834,0.000001604814,0.0005661871,0.000005952558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004605295,"about_ca_system_score_gemma":0.00007572529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003972984,"about_ca_topic_score_gemma":0.0002811771,"domain_scores_codex":[0.9988941,0.0001533397,0.0003622296,0.0001596713,0.0001444517,0.0002861927],"domain_scores_gemma":[0.9995623,0.0000631099,0.0001082059,0.00009719026,0.00006829265,0.0001008663],"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":[0.00006433173,0.0008850758,0.0003381658,0.00003357213,0.0002011022,0.000004843424,0.04069375,0.0001504795,0.0003404696,0.02895658,0.003814648,0.924517],"study_design_scores_gemma":[0.001070514,0.0004722821,0.01003122,0.0001118592,0.0005079894,0.0001122599,0.006342214,0.0001586073,0.00004664527,0.05178804,0.9289663,0.000392084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671237,0.02109575,0.001023923,0.004667897,0.0008441579,0.0002243816,0.00001253685,0.00006817053,0.004939519],"genre_scores_gemma":[0.98447,0.0005648087,0.002345635,0.0006824725,0.002052314,0.000008004628,0.0000204736,0.00003332929,0.009823002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9251516,"threshold_uncertainty_score":0.6010074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580348840643672,"score_gpt":0.2968184136225577,"score_spread":0.2310149252161209,"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."}}