{"id":"W2344018265","doi":"10.5220/0005760701230133","title":"Automating Activities in MDE Tools","year":2016,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Metamodeling; Computer science; Workflow; Usability; Model-driven architecture; Software engineering; Domain (mathematical analysis); Domain-specific language; Modeling language; Software; Unified Modeling Language; Programming language; Human–computer interaction; Database","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":[0.0001483425,0.00007074291,0.00008196681,0.00009060143,0.00001463774,0.00005653676,0.0004166552,0.00003315275,0.00001704864],"category_scores_gemma":[0.000012648,0.00004778281,0.00002020374,0.0001189482,0.00001149536,0.0008266449,0.0001726625,0.00004188426,0.00001668476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005678649,"about_ca_system_score_gemma":0.00001899881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001294822,"about_ca_topic_score_gemma":0.000005796202,"domain_scores_codex":[0.9994264,0.000016902,0.0001113309,0.0001674648,0.0001080303,0.0001698688],"domain_scores_gemma":[0.9995053,0.0001148114,0.00002072882,0.0003228842,0.000009813688,0.0000264785],"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":[2.743159e-7,0.000008432072,0.001353818,0.000004334656,0.000001518701,0.000004934094,0.000135293,0.00002638655,0.005697913,0.3311646,0.0002543861,0.6613481],"study_design_scores_gemma":[0.001334696,0.0002562675,0.08830689,0.001077312,0.000003641301,0.00007057246,0.00001273022,0.3328234,0.4808944,0.03239962,0.06095631,0.001864168],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03643633,0.000006131991,0.9601835,0.0003279854,0.00005785861,0.00005954433,4.400439e-7,0.001690676,0.001237515],"genre_scores_gemma":[0.4634758,0.000002306192,0.5361803,0.0000376681,0.000009234353,0.00001645873,4.998166e-8,0.00000393211,0.0002742968],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6594839,"threshold_uncertainty_score":0.1948527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817116106653486,"score_gpt":0.2369947227843333,"score_spread":0.2188235617177984,"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."}}