{"id":"W1958485904","doi":"10.24908/pceea.v0i0.4024","title":"A PATTERN-BASED APPROACH TO DISTRIBUTED CONTROL SYSTEM DESIGN","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Computer science; Java; Distributed control system; Design pattern; Distributed design patterns; Software design; Block (permutation group theory); Controller (irrigation); Software design pattern; Software; Embedded system; Distributed computing; Control (management); Software development; Software engineering; Operating system; Distributed algorithm; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006125396,0.000180722,0.0001976131,0.0003403874,0.0001041762,0.0001138893,0.001018312,0.000138806,0.000001947464],"category_scores_gemma":[0.0001715711,0.000179661,0.00008244037,0.0007201405,0.000007287364,0.0002307604,0.0000379673,0.0001716709,0.000006148016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575513,"about_ca_system_score_gemma":0.0005530124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659177,"about_ca_topic_score_gemma":0.0001117138,"domain_scores_codex":[0.9987239,0.00001340873,0.0002868129,0.0002815303,0.000338503,0.0003558735],"domain_scores_gemma":[0.9985863,0.00003597583,0.0002459864,0.0002465432,0.0005939988,0.000291199],"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":[0.00001634424,0.0006425654,0.09335785,0.001790408,0.0004718291,0.00000103093,0.008954244,0.1312292,0.003297273,0.6622432,0.08312871,0.01486733],"study_design_scores_gemma":[0.0004205299,0.00006518686,0.0706315,0.0004037329,0.00006275292,0.000008028243,0.00005103699,0.905997,0.009270307,0.000138566,0.01223339,0.0007180122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001478247,0.00001068334,0.9958121,0.0005703048,0.0005043269,0.0006213835,0.0000252881,0.0004923181,0.0004853303],"genre_scores_gemma":[0.7677135,1.705826e-7,0.2317646,0.0001789252,0.00004193828,0.000225579,0.000003234499,0.0000222008,0.00004982642],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7747678,"threshold_uncertainty_score":0.7326362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278005101469526,"score_gpt":0.1788782319335046,"score_spread":0.1660981809188093,"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."}}