{"id":"W2006002022","doi":"10.7202/002707ar","title":"Text Classification and Text Analysis in Advances Translation Teaching","year":2002,"lang":"fr","type":"article","venue":"Meta Journal des traducteurs","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Linguistics; Philosophy","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":[0.008568285,0.0006100825,0.0008778391,0.005876857,0.002118169,0.006688494,0.00116044,0.001797624,0.0119398],"category_scores_gemma":[0.03492054,0.000266108,0.000816031,0.00769228,0.002456934,0.006600731,0.001893956,0.001796984,0.003079068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002324676,"about_ca_system_score_gemma":0.002469827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441738,"about_ca_topic_score_gemma":0.004484898,"domain_scores_codex":[0.9909344,0.00646607,0.000432117,0.0006522825,0.001163912,0.0003511424],"domain_scores_gemma":[0.9603933,0.03439067,0.001507418,0.00100871,0.002311455,0.0003883576],"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":[0.0004214156,0.0004230555,0.006480124,0.0009243079,0.00005190703,0.0002162327,0.01171156,0.001726722,0.003722189,0.06324493,0.00779386,0.9032836],"study_design_scores_gemma":[0.0004306747,0.001037079,0.05649384,0.002158449,0.0003053535,0.001225443,0.04491368,0.1789915,0.03429471,0.4436667,0.2361372,0.0003454509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2570159,0.01492305,0.5884488,0.02013523,0.002900137,0.002606145,0.001239968,0.002295922,0.1104348],"genre_scores_gemma":[0.5994466,0.004562959,0.3512302,0.0011861,0.001487036,0.001736644,0.0009319392,0.000464027,0.03895458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0119398,"threshold_uncertainty_score":0.04531395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150034533337553,"score_gpt":0.305158285727564,"score_spread":0.1901548323938087,"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."}}