{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931606,0.0009193048,0.0006847343,0.001124186,0.00101972,0.003087749,0.002560418,0.001685185,0.003752304],"category_scores_gemma":[0.004344776,0.0009700629,0.001488241,0.001251615,0.002786332,0.002481215,0.002356362,0.002906102,0.001236787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274164,"about_ca_system_score_gemma":0.002365443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577697,"about_ca_topic_score_gemma":0.00280266,"domain_scores_codex":[0.9971112,0.000796397,0.0002571511,0.0004254025,0.001278823,0.0001309581],"domain_scores_gemma":[0.9983662,0.0005024197,0.0001001745,0.0005181897,0.0004310315,0.00008193559],"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":[0.00006737214,0.000159473,0.0006989841,0.0005387616,0.0001107514,0.0004759159,0.001217021,0.07434049,0.01035341,0.7110518,0.00464583,0.1963402],"study_design_scores_gemma":[0.0001405738,0.0002278461,0.0002589567,0.0002966757,0.00009201504,0.0007496478,0.0002916214,0.2929198,0.01141216,0.5529305,0.1406211,0.00005894778],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006337391,0.00006052924,0.9965036,0.0002401593,0.0000240325,0.00007668854,0.00001705086,0.0002309534,0.002213193],"genre_scores_gemma":[0.02664669,0.0002612821,0.9692383,0.000133005,0.00002344326,0.0004331732,0.00008113478,0.00008925336,0.003093823],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003752304,"threshold_uncertainty_score":0.015504,"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."}}