{"id":"W2128174596","doi":"10.1109/socc.2008.4641479","title":"Built-in functional tests for fast validation of a 40Gbps coherent optical receiver SoC ASIC","year":2008,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Application-specific integrated circuit; Computer science; Transmission (telecommunications); Electronic engineering; Programmable logic device; Embedded system; Computer hardware; Computer architecture; Engineering; Telecommunications","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":[0.0001658073,0.0000724545,0.0001144147,0.00007495505,0.00006622585,0.00001785863,0.0002087864,0.00003894496,0.00003429241],"category_scores_gemma":[0.000137274,0.000064848,0.00005268229,0.0002238802,0.00003625098,0.0002193495,0.00004778968,0.00005766236,0.00001759674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148216,"about_ca_system_score_gemma":0.00008619758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002592618,"about_ca_topic_score_gemma":0.00001735252,"domain_scores_codex":[0.9991893,0.00001790866,0.0002098582,0.0002224252,0.0001895593,0.0001709934],"domain_scores_gemma":[0.9994044,0.0002233445,0.00005426828,0.0001644544,0.0001078632,0.00004565624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000009555295,0.001305489,0.3363406,0.0001371179,0.00006428791,0.00004560046,0.001505947,0.00559778,0.06433938,0.1340793,0.01100654,0.4455684],"study_design_scores_gemma":[0.002862488,0.0005839954,0.7463914,0.0001404826,0.00001859,0.0001965786,0.00008986462,0.1691311,0.06752808,0.0115711,0.0008387853,0.0006475505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3203692,0.00001274178,0.6758334,0.000248708,0.000118129,0.0001266962,0.000001209278,0.00005805025,0.003231871],"genre_scores_gemma":[0.9897733,0.000001804403,0.00972962,0.00007219764,0.00005838133,0.00001705225,0.000005204673,0.000004263982,0.0003382153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.669404,"threshold_uncertainty_score":0.2644424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07463973162943219,"score_gpt":0.2749550909041944,"score_spread":0.2003153592747622,"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."}}