{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003080033,0.001574388,0.001098474,0.0007394605,0.0007772249,0.002708861,0.002641573,0.002027435,0.006967506],"category_scores_gemma":[0.004760366,0.001073221,0.001850438,0.0007535855,0.001922053,0.002421752,0.002626014,0.003190194,0.00195467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534385,"about_ca_system_score_gemma":0.002495086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180753,"about_ca_topic_score_gemma":0.002301556,"domain_scores_codex":[0.9979107,0.0007510147,0.00016312,0.0002146631,0.0008217607,0.0001386995],"domain_scores_gemma":[0.9986039,0.0006140803,0.0001033341,0.0003288976,0.0002957027,0.00005407327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004457662,0.00008772263,0.0002845489,0.0005256901,0.0001207524,0.0002265606,0.0004007554,0.2353691,0.004501826,0.7020623,0.004395782,0.05198035],"study_design_scores_gemma":[0.0001097653,0.000121592,0.0001224101,0.0002872644,0.0001386831,0.0001893323,0.00008849815,0.4979964,0.003630551,0.3709565,0.126311,0.00004796241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007186047,0.0003232905,0.99099,0.0003051876,0.00005976219,0.0001303975,0.00004470696,0.0005938303,0.006834287],"genre_scores_gemma":[0.07398196,0.001428915,0.9156268,0.0003503828,0.00008952285,0.0014091,0.0003178483,0.0003765438,0.006418866],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006967506,"threshold_uncertainty_score":0.02330863,"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."}}