{"id":"W4392940871","doi":"10.1109/edaps58880.2023.10468526","title":"A Semi-Analytical Approach for Variability-Aware Jitter Estimation","year":2023,"lang":"en","type":"article","venue":"","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Science and Engineering Research Board","keywords":"Jitter; Computer science; Estimation; Telecommunications; Engineering; Systems 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004993837,0.0007055356,0.0005378887,0.0007839832,0.0002914437,0.0007885097,0.001010241,0.0005315203,0.001553467],"category_scores_gemma":[0.002777177,0.0004193819,0.000618885,0.0003942632,0.000378563,0.0007952758,0.0006404687,0.0006949542,0.0006826945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000550524,"about_ca_system_score_gemma":0.0008518882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229694,"about_ca_topic_score_gemma":0.001039935,"domain_scores_codex":[0.9995023,0.00008974777,0.00001633127,0.00005199392,0.0003087622,0.00003087308],"domain_scores_gemma":[0.9989144,0.0005644487,0.0001205132,0.0001487458,0.0002300836,0.00002194118],"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":[0.00006724889,0.00007653085,0.0006301331,0.0002888364,0.00007224846,0.0001852129,0.0001600938,0.7948424,0.07510816,0.02576855,0.001088476,0.1017122],"study_design_scores_gemma":[0.000002492435,0.00002662038,0.0001075557,0.00001233803,0.000008726709,0.00006687743,0.000007054451,0.9905502,0.004963711,0.00312762,0.001117257,0.000009624147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002896184,0.0001417994,0.9952317,0.0000196117,0.00001267326,0.00002346041,0.00002349527,0.0004806967,0.001170415],"genre_scores_gemma":[0.5923563,0.0009368464,0.4011748,0.0001098945,0.00009713653,0.0002429758,0.0001877418,0.0004056827,0.004488613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001553467,"threshold_uncertainty_score":0.005196869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483756411603562,"score_gpt":0.310954732133242,"score_spread":0.2661171680172064,"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."}}