{"id":"W2061952435","doi":"10.7202/014342ar","title":"Has Computerization Changed Translation?","year":2006,"lang":"en","type":"article","venue":"Meta Journal des traducteurs","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Translation (biology); Process (computing); Computer science; Linguistics; Programming language; Philosophy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255912,0.0001628752,0.0002213649,0.0002177067,0.0003644984,0.0008309062,0.0007349186,0.00005570429,0.0000200797],"category_scores_gemma":[0.00001668051,0.0001270403,0.0001542035,0.0004273446,0.00008589656,0.001251621,0.00003157349,0.0002479492,0.000006185315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003916481,"about_ca_system_score_gemma":0.0000414788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937644,"about_ca_topic_score_gemma":0.00001358949,"domain_scores_codex":[0.9987403,0.0001423848,0.0003062091,0.0002245414,0.0003314123,0.0002551932],"domain_scores_gemma":[0.9993502,0.00004196701,0.0001653167,0.0002241608,0.0001445821,0.00007378481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001177505,0.0001627258,0.0002120992,0.00004608048,0.0002093619,0.0001473988,0.0005985321,0.0001993026,0.03998565,0.05915245,0.002279644,0.896995],"study_design_scores_gemma":[0.000746046,0.0002042967,0.00287087,0.00007134578,0.0003219954,0.002298428,0.000004143579,0.0152448,0.07007598,0.8610106,0.04646352,0.0006879483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001730817,0.04659697,0.9484943,0.002380361,0.000288063,0.00008685661,0.00000126509,0.0003549875,0.00006635854],"genre_scores_gemma":[0.1773836,0.0003644763,0.821665,0.0001760464,0.0002930022,0.000005310506,0.000005135018,0.00001545725,0.00009193301],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8963071,"threshold_uncertainty_score":0.8012447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473628939242072,"score_gpt":0.2687487370608563,"score_spread":0.2213858431366491,"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."}}