{"id":"W7096629773","doi":"","title":"TransType2 — an innovative computerassisted translation system","year":2004,"lang":"en","type":"article","venue":"","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Translation (biology); Machine translation; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002079395,0.001232377,0.0008152665,0.001566769,0.001013844,0.002072211,0.001773672,0.001278803,0.02924247],"category_scores_gemma":[0.004282804,0.0006074451,0.0007540563,0.001508834,0.0006788504,0.00271062,0.002535456,0.001502987,0.0183821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004227,"about_ca_system_score_gemma":0.001611464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980897,"about_ca_topic_score_gemma":0.00303348,"domain_scores_codex":[0.9976565,0.000962354,0.0001944766,0.0004832029,0.0006057196,0.00009780398],"domain_scores_gemma":[0.9974073,0.0006923152,0.0001369484,0.0007249433,0.0008664503,0.0001720612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009529687,0.0002602169,0.001292634,0.0009820629,0.000169072,0.0009257104,0.001344521,0.001629183,0.1237215,0.0112863,0.2020166,0.6554193],"study_design_scores_gemma":[0.0003526085,0.0007381422,0.002662544,0.0001359061,0.0001616604,0.003607699,0.0004587962,0.03202756,0.08172767,0.008018547,0.8697902,0.0003186409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0249732,0.001495443,0.738065,0.0008330658,0.001808847,0.0009641933,0.009324099,0.1735577,0.04897832],"genre_scores_gemma":[0.1134695,0.001066125,0.7538622,0.001157924,0.0006828318,0.0009971128,0.03187642,0.01440989,0.08247793],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02924247,"threshold_uncertainty_score":0.09782577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147469112172053,"score_gpt":0.2751014486514363,"score_spread":0.2536267575297158,"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."}}