{"id":"W4205424609","doi":"10.18280/ejee.230203","title":"Design of New Duty-Cycle Modulator Structures for Industrials Applications, an Alternative to Pulse-Width Modulation","year":2021,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duty cycle; Pulse-width modulation; Modulation (music); Pulse (music); Computer science; Telecommunications; Engineering; Physics; Electrical engineering; Acoustics; Voltage","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005958973,0.000166413,0.0003450728,0.0002168619,0.00002785753,0.00004415298,0.0002186863,0.00004707115,0.00001206434],"category_scores_gemma":[0.0002422942,0.000163399,0.00009208375,0.0004156795,0.000003980838,0.0001697588,0.00001325215,0.0002212268,0.000002319312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007838691,"about_ca_system_score_gemma":0.00006019494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001506372,"about_ca_topic_score_gemma":1.021585e-7,"domain_scores_codex":[0.9986126,0.0001106045,0.0006873108,0.0001435545,0.0002208007,0.0002250738],"domain_scores_gemma":[0.9990631,0.0001419039,0.0001503513,0.0001790247,0.0002176083,0.0002480317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002349803,0.0000173672,0.000004919559,0.00002154533,0.00007313982,0.00001109768,0.0001249998,0.8384619,0.134222,0.0005413081,0.0002808667,0.02621729],"study_design_scores_gemma":[0.001106116,0.0005679232,0.0009023856,0.00008834794,0.00005141571,0.00008093371,0.00001856961,0.8975435,0.09623893,0.000673629,0.002412791,0.000315414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02795575,0.0005120869,0.9708725,0.00002118523,0.0002228549,0.0003024136,0.000004938941,0.00004687669,0.00006145313],"genre_scores_gemma":[0.9057602,0.00002067886,0.09319621,0.00001398543,0.0009054322,0.000005183494,0.000003556591,0.00006855798,0.00002615615],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8778045,"threshold_uncertainty_score":0.6663219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278249708394166,"score_gpt":0.2474682435599321,"score_spread":0.2146857464759904,"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."}}