{"id":"W2104535414","doi":"10.24908/pceea.v0i0.3912","title":"MODEL-BASED DESIGN FOR SYSTEM INTEGRATION","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Abstraction; Computation; Feature (linguistics); Perspective (graphical); System integration; Systems design; Theoretical computer science; Distributed computing; Programming language; Software engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006361628,0.000150462,0.0001470684,0.0003235781,0.0001199861,0.00009190542,0.0007417421,0.0001500443,0.000001264137],"category_scores_gemma":[0.0001923051,0.0001485955,0.00009257124,0.0004129927,0.000007827133,0.0003716918,0.00002472058,0.0001310545,0.00000182698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353136,"about_ca_system_score_gemma":0.0007986233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200314,"about_ca_topic_score_gemma":0.0002530374,"domain_scores_codex":[0.9990019,0.000006121158,0.0002657091,0.0002236038,0.0002368517,0.0002658654],"domain_scores_gemma":[0.9985279,0.00003851184,0.0002803302,0.0001888752,0.0008207855,0.0001436041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003389022,0.00005350857,0.001422725,0.0003126739,0.0000430264,3.992381e-8,0.001840011,0.03212476,0.002547328,0.9444467,0.01270158,0.004504294],"study_design_scores_gemma":[0.00008709345,0.00002091532,0.001462805,0.0001526712,0.00001816274,0.000001009465,0.0000126246,0.9780742,0.0169207,0.0007623319,0.002307105,0.0001803687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001440389,0.00001465577,0.9960518,0.000455182,0.0006359376,0.0005859522,0.000008152361,0.0004122576,0.0003956643],"genre_scores_gemma":[0.5145455,4.142344e-7,0.4849866,0.00005775264,0.0000312002,0.0002034248,0.000001867249,0.00001775083,0.0001554365],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9459494,"threshold_uncertainty_score":0.615337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514008062665145,"score_gpt":0.2073099627826133,"score_spread":0.1821698821559619,"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."}}