{"id":"W7127573251","doi":"10.26634/jic.13.2.22081","title":"Design and Evaluation of a USB Isolator for Embedded Product","year":2025,"lang":"","type":"article","venue":"i-manager’s Journal on Instrumentation and Control Engineering","topic":"Embedded Systems and FPGA Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"USB; Isolator; Galvanic isolation; Serial communication; Interface (matter); Host controller interface; Transient (computer programming); Isolation (microbiology); Interfacing; Host (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006592291,0.0007192341,0.0005206788,0.0006050988,0.0003732918,0.0009098701,0.001508528,0.0007903467,0.003345148],"category_scores_gemma":[0.001079678,0.0002927567,0.000336397,0.0002688058,0.0003211462,0.0007878247,0.0004387999,0.0003802822,0.001841095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006732245,"about_ca_system_score_gemma":0.0008580454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000433604,"about_ca_topic_score_gemma":0.0004745844,"domain_scores_codex":[0.9988202,0.0002099404,0.00006111024,0.0001863095,0.0006341552,0.00008821124],"domain_scores_gemma":[0.9987593,0.0001012216,0.0002346837,0.000139796,0.0006747815,0.00009026255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007801868,0.0003667691,0.003389935,0.001511819,0.0001378146,0.0007948671,0.0007538515,0.01440122,0.8005504,0.005377653,0.005748986,0.1661865],"study_design_scores_gemma":[0.0003639454,0.009226257,0.008934468,0.000214174,0.0002900684,0.002223972,0.0002551867,0.1414918,0.7176717,0.0007555318,0.1184503,0.0001225997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3530186,0.002332053,0.6161894,0.0007401033,0.0003514389,0.001212945,0.0003830857,0.005246087,0.02052627],"genre_scores_gemma":[0.8395852,0.000616247,0.1410916,0.0003215065,0.00006581569,0.0004348975,0.0003657252,0.0003469813,0.01717199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003345148,"threshold_uncertainty_score":0.01119065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172700133024298,"score_gpt":0.276743980870734,"score_spread":0.2594739675683042,"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."}}