{"id":"W3093575891","doi":"10.1109/edoc49727.2020.00014","title":"Goal Modelling Meets Service Choreography: A Graph Transformation Approach","year":2020,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Choreography; Transformation (genetics); Graph rewriting; Graph; Model transformation; Service (business); Theoretical computer science; Artificial intelligence; Dance; Visual arts","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":[0.0001216484,0.0002237444,0.0001949524,0.0001519417,0.0001648992,0.0001855374,0.001206154,0.00007984449,0.00001246196],"category_scores_gemma":[5.952236e-7,0.0001855845,0.0001297155,0.001891966,0.0000126031,0.0009517712,0.0001219481,0.0002011124,0.00004670119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006013036,"about_ca_system_score_gemma":0.00002862081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002921272,"about_ca_topic_score_gemma":0.0000413726,"domain_scores_codex":[0.9984024,0.00005228781,0.000291149,0.0005064297,0.0003981222,0.0003495925],"domain_scores_gemma":[0.9991732,0.00002737368,0.00006508718,0.0003791094,0.0001079459,0.0002472636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001055661,0.0003253102,0.0002429367,0.00105547,0.0002129618,0.00001087587,0.1162396,0.4549714,0.00310106,0.3986505,0.0002426615,0.02484161],"study_design_scores_gemma":[0.0004054022,0.00005952783,0.00005283054,0.00001285203,0.00001386727,0.000007758487,0.0004752967,0.9884425,0.001768349,0.002925414,0.005573071,0.0002630943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01643937,0.0001533092,0.9507602,0.01232401,0.0000885004,0.0002657902,0.000002890687,0.0006146532,0.01935126],"genre_scores_gemma":[0.832751,0.00003327783,0.1466644,0.02037431,0.000107524,0.00002465666,0.00002712979,0.00001427942,0.000003458305],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8163116,"threshold_uncertainty_score":0.7567915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119988788191721,"score_gpt":0.204066332254711,"score_spread":0.1828664443727938,"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."}}