{"id":"W1546714293","doi":"10.1007/978-3-642-15114-9_6","title":"Towards Architecture-Centric Software Generation","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nortel (Canada); Carleton University","funders":"","keywords":"Computer science; Software engineering; Resource-oriented architecture; Reference architecture; Software architecture description; Software architecture; Applications architecture; Database-centric architecture; Architecture; Reuse; Architecture tradeoff analysis method; Component-based software engineering; Solution architecture; Domain (mathematical analysis); Computer architecture; Software; Software development; Operating system; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001120878,0.0006943289,0.0006176733,0.001139662,0.0002851085,0.0004828991,0.0039915,0.0006046646,0.00001941808],"category_scores_gemma":[0.001250596,0.0006389586,0.0001599677,0.0007886474,0.0006021991,0.0005496298,0.001643655,0.001928708,0.00003305428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003344908,"about_ca_system_score_gemma":0.0006649677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008463484,"about_ca_topic_score_gemma":0.00004164019,"domain_scores_codex":[0.9956886,0.0000582126,0.0005278147,0.001804957,0.001076317,0.0008441055],"domain_scores_gemma":[0.996375,0.0009369679,0.0002737913,0.001930811,0.0002719537,0.0002114927],"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":[0.000001475604,0.000008451277,0.000004904541,0.00001938157,0.000005211731,0.00005050444,0.0002335126,0.2846176,0.0007233759,0.003494963,0.000005528238,0.7108351],"study_design_scores_gemma":[0.0004231356,0.0002593902,0.0001355945,0.0002354718,0.00001514041,0.0002780228,5.457636e-8,0.1669109,0.0205697,0.8030304,0.006244299,0.001897956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003235087,0.0006088094,0.9920576,0.000396141,0.005366625,0.0004211235,0.000005597545,0.00082504,0.000286685],"genre_scores_gemma":[0.00227417,0.00004628002,0.9956943,0.0006642876,0.001043662,0.00001605845,0.000008446145,0.00005401239,0.0001987746],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7995354,"threshold_uncertainty_score":0.9996062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228527607934365,"score_gpt":0.2701699234465845,"score_spread":0.2378846473672408,"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."}}