{"id":"W2422860403","doi":"10.1109/mpel.2016.2550239","title":"A Low-Cost, High-Fidelity Processor-in-the Loop Platform: For Rapid Prototyping of Power Electronics Circuits and Motor Drives","year":2016,"lang":"en","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Embedded system; Microcontroller; Software; Computer science; Fidelity; Electronics; Computer hardware; Field-programmable gate array; Controller (irrigation); Coding (social sciences); Engineering; Operating system; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007159675,0.0003476696,0.000501025,0.0001751246,0.00006970223,0.00006380176,0.0003226599,0.0001761413,0.0000422356],"category_scores_gemma":[0.00008965396,0.000243286,0.000124108,0.0003226496,0.00005796083,0.0003774955,0.00001454274,0.0002576942,0.00001779604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090486,"about_ca_system_score_gemma":0.0001531123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003058508,"about_ca_topic_score_gemma":0.00005026607,"domain_scores_codex":[0.9976805,0.00005241028,0.0006958596,0.0003834917,0.0003129983,0.000874697],"domain_scores_gemma":[0.998865,0.0002640197,0.0001719231,0.0004304483,0.0001768443,0.0000917844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008507775,0.0004291982,0.0005087699,0.001183844,0.0005055579,0.000008542333,0.001473789,0.002177281,0.7904325,0.01164199,0.001393168,0.1893946],"study_design_scores_gemma":[0.05450341,0.008398206,0.0299676,0.003002781,0.0005302701,0.0002541163,0.0003768851,0.1644167,0.3216056,0.02931021,0.381307,0.006327165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354916,0.01025451,0.04433752,0.0004444076,0.0003662657,0.006813738,0.00007516852,0.0003004078,0.001916406],"genre_scores_gemma":[0.9980557,0.0007455086,0.00005223716,0.00007283159,0.00007534724,0.0006570247,0.000008211328,0.00007260921,0.0002605343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4688269,"threshold_uncertainty_score":0.9920917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009729623141179918,"score_gpt":0.2304950123831391,"score_spread":0.2207653892419592,"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."}}