{"id":"W1968180136","doi":"10.1007/s10836-009-5124-4","title":"Low-Cost 20 Gbps Digital Test Signal Synthesis Using SiGe and InP Logic","year":2010,"lang":"en","type":"article","venue":"Journal of Electronic Testing","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Air Canada","funders":"Georgia Institute of Technology","keywords":"Materials science; SIGNAL (programming language); Electronic engineering; Optoelectronics; Computer science; Embedded system; Computer hardware; Engineering; Programming language","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":[0.0002415573,0.0001647431,0.0002491449,0.0001013553,0.00007354569,0.0001280965,0.0001525492,0.00008829552,0.00005407283],"category_scores_gemma":[0.001252799,0.0001378735,0.00006085456,0.0001927718,0.00004900894,0.0004527495,0.00002455133,0.0007651392,0.000004339701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007686079,"about_ca_system_score_gemma":0.00009327615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003938778,"about_ca_topic_score_gemma":0.000008305407,"domain_scores_codex":[0.9989136,0.000008338992,0.0003620533,0.0001083133,0.0001632243,0.0004444946],"domain_scores_gemma":[0.9985039,0.001024983,0.000138227,0.00008238533,0.0001033288,0.000147137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001125186,0.00007468072,0.02256961,0.00007548455,0.00007942166,0.00008726765,0.00005170197,0.00963477,0.9374436,0.0001126309,0.00005402875,0.02980556],"study_design_scores_gemma":[0.001395195,0.0008272771,0.01226737,0.001014756,0.0003951315,0.005282367,0.0002840355,0.7653887,0.205776,0.004207102,0.001661577,0.001500512],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979327,0.0004968002,0.0006227733,0.00003124812,0.000136656,0.00005223838,0.000005116854,0.00004905708,0.0006734643],"genre_scores_gemma":[0.9977656,0.000008381775,0.001794024,0.00002719617,0.0003662946,9.533158e-7,4.385794e-7,0.00003050101,0.000006631707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7557539,"threshold_uncertainty_score":0.5622318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550662905539283,"score_gpt":0.2199462664591592,"score_spread":0.2044396374037664,"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."}}