{"id":"W2034920294","doi":"10.1016/j.jcss.2005.08.003","title":"The many faces of a translation","year":2005,"lang":"en","type":"article","venue":"Journal of Computer and System Sciences","topic":"semigroups and automata theory","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Translation (biology); Computer science; Artificial intelligence; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001708868,0.0000539864,0.0001401146,0.00007828042,0.0001967545,0.000224382,0.0006984555,0.00001626261,4.791771e-7],"category_scores_gemma":[0.000002830297,0.00002749415,0.00005529406,0.0001859078,0.0001233005,0.0005811664,0.00004355754,0.00004609579,9.123557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000754729,"about_ca_system_score_gemma":0.00003978223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001930528,"about_ca_topic_score_gemma":0.000001133291,"domain_scores_codex":[0.9990324,0.00008615002,0.000363107,0.00008467244,0.0003310674,0.0001025765],"domain_scores_gemma":[0.9992616,0.0002347642,0.0002989757,0.0000966534,0.00006870492,0.00003931713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006750721,0.0000231409,0.0005956946,0.0000367749,0.00002158736,0.000004451954,0.002584274,0.001364373,0.0005140954,0.1896235,0.0004005024,0.8048249],"study_design_scores_gemma":[0.0003844684,0.0004333718,0.005457585,0.0002381268,0.000009296696,0.0006737324,0.0007265724,0.9827002,0.001142119,0.002379516,0.005741257,0.0001136982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2347912,0.003967022,0.7581116,0.001639763,0.0005652769,0.00005161119,3.228821e-7,0.00001542846,0.0008577895],"genre_scores_gemma":[0.9640056,0.00004961408,0.03574709,0.00003157245,0.0001556973,2.37201e-7,8.806892e-9,9.515811e-7,0.000009244797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9813359,"threshold_uncertainty_score":0.2163721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695127593697219,"score_gpt":0.24134541833644,"score_spread":0.2243941423994678,"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."}}