{"id":"W2105856914","doi":"10.24908/pceea.v0i0.4004","title":"THE DESIGN OF AN EMBEDDED FRAMEWORK FOR PROGRAMMABLE AUTOMATION SYSTEMS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Control reconfiguration; Automation; Computer science; Embedded system; Variety (cybernetics); Plug and play; Systems engineering; Simple (philosophy); Plug-in; Software engineering; Engineering; Programming language; Operating system; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001706723,0.0001233713,0.0001641533,0.0001666519,0.0002545887,0.0002916501,0.0009056337,0.0001297257,0.000001089105],"category_scores_gemma":[0.001826288,0.0001001495,0.00006873842,0.0005554775,0.00001464419,0.0006479532,0.00002615281,0.000122347,0.000002150499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000864633,"about_ca_system_score_gemma":0.0007700821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004189215,"about_ca_topic_score_gemma":0.0003201938,"domain_scores_codex":[0.9987267,0.00002300941,0.0004119258,0.0001955776,0.0003272072,0.0003156132],"domain_scores_gemma":[0.9975963,0.0001952037,0.0007755998,0.0002395427,0.001047104,0.0001462416],"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":[0.000007223144,0.0001135555,0.004938942,0.0005991177,0.0001842169,4.122868e-8,0.01095689,0.007156209,0.002856929,0.9643174,0.002811993,0.006057464],"study_design_scores_gemma":[0.0002752352,0.0001446627,0.0185927,0.0005671526,0.00006699634,0.000008101383,0.001597622,0.9481136,0.01303143,0.01420197,0.002949467,0.0004510146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1896733,0.000580229,0.7791824,0.002959676,0.01401162,0.009198465,0.0000265993,0.0008475803,0.003520066],"genre_scores_gemma":[0.8290728,0.00000222931,0.1701711,0.00001631288,0.0001198219,0.0002950332,0.000001628249,0.00002147141,0.0002997036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9501154,"threshold_uncertainty_score":0.6332868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858685949549355,"score_gpt":0.2262365182326218,"score_spread":0.2076496587371283,"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."}}