{"id":"W2069374766","doi":"10.1007/s10270-012-0257-9","title":"Lessons learned from building model-driven development tools","year":2012,"lang":"en","type":"article","venue":"Software & Systems Modeling","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universität Paderborn; University of Waterloo; Università di Pisa; Magyar Tudományos Akadémia; Technische Universität Berlin; European Commission","keywords":"Software deployment; Computer science; Capability Maturity Model; Software engineering; Maturity (psychological); Key (lock); Software development; Systems engineering; Software; Process management; Engineering management; Data science; Engineering; Computer security; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005696816,0.001052868,0.0006526806,0.001083455,0.0008950108,0.004051193,0.002792316,0.00159508,0.00431151],"category_scores_gemma":[0.02263865,0.001085427,0.0008691628,0.001069599,0.002210679,0.009920749,0.002739254,0.005173417,0.001758138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220729,"about_ca_system_score_gemma":0.002195175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309924,"about_ca_topic_score_gemma":0.003674727,"domain_scores_codex":[0.9963201,0.001349532,0.0002628247,0.0004310302,0.00147472,0.0001617161],"domain_scores_gemma":[0.9854285,0.00870346,0.0002654166,0.003104753,0.002106299,0.0003915969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008897357,0.0002925665,0.003435208,0.001783223,0.0001343811,0.0005928931,0.002571112,0.06064261,0.005535845,0.3311321,0.01533002,0.5784611],"study_design_scores_gemma":[0.00009914111,0.0001896746,0.001092092,0.001417269,0.00010423,0.001009626,0.001070217,0.1564062,0.01594044,0.6141751,0.2083791,0.0001167844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01232793,0.002360516,0.9591043,0.007769081,0.00025362,0.00009097935,0.00009316394,0.001230628,0.0167698],"genre_scores_gemma":[0.1411992,0.005118769,0.8447227,0.001098335,0.0001908081,0.0001400194,0.000291263,0.0008748262,0.006364056],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005696816,"threshold_uncertainty_score":0.030128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315089539939268,"score_gpt":0.3047574937739088,"score_spread":0.173248539779982,"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."}}