{"id":"W7015597318","doi":"","title":"Supporting Flexibility and Awareness in Localisation Workflows","year":2009,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Science Foundation Ireland","keywords":"Workflow; Flexibility (engineering); Visibility; Work (physics); Key (lock); Software; Content adaptation; Workflow engine; Annotation","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":[0.0006148148,0.0002160736,0.0004167241,0.001260718,0.0001512421,0.00009835838,0.0003533188,0.000268722,0.00002123156],"category_scores_gemma":[0.0004951755,0.0002098957,0.00006597467,0.002316839,0.0002458796,0.001615802,0.0001260416,0.000250386,0.00001232505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003231725,"about_ca_system_score_gemma":0.00005528493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000444076,"about_ca_topic_score_gemma":0.0003542272,"domain_scores_codex":[0.9983119,0.000004458788,0.0006495069,0.0004831023,0.0002071802,0.0003438524],"domain_scores_gemma":[0.9989189,0.00000995424,0.000389554,0.0003936394,0.0002753285,0.00001265629],"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":[0.0001275719,0.0006679577,0.3865706,0.0007737961,0.00006617206,0.00004672779,0.00009451238,0.02058121,0.0038367,0.1262489,0.000658003,0.4603278],"study_design_scores_gemma":[0.004336515,0.00008031194,0.05597799,0.001450698,0.0003873413,0.00002066714,0.001145364,0.4193325,0.003937248,0.4644994,0.04688969,0.001942294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856004,0.0002977978,0.007065531,0.005435353,0.000283475,0.0001582699,0.00000136188,0.0003205849,0.0008372421],"genre_scores_gemma":[0.9975416,0.00003056374,0.001694758,0.000424427,0.0002209321,0.00001376688,0.00003166035,0.00001224965,0.00003005614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4583855,"threshold_uncertainty_score":0.85593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505787464111701,"score_gpt":0.2807964505724933,"score_spread":0.2557385759313762,"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."}}