{"id":"W7116888168","doi":"10.1115/ipack2025-169115","title":"Package-Level Evaluation System for Power Integrity Study","year":2025,"lang":"","type":"article","venue":"","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Power integrity; Power (physics); Chip; System on a chip; Software deployment; Power consumption; Dynamic demand","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002587604,0.0003755334,0.0005119107,0.0002311971,0.0002576992,0.0001266227,0.0003237285,0.0002462714,0.0009170006],"category_scores_gemma":[0.0004581317,0.0003523307,0.0001927002,0.0004952432,0.00002983769,0.0001587532,0.0001184045,0.0004697757,0.00004154936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388053,"about_ca_system_score_gemma":0.0003023209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001704759,"about_ca_topic_score_gemma":0.0003617666,"domain_scores_codex":[0.9971884,0.0003995881,0.0008123136,0.0006323305,0.0004886985,0.000478614],"domain_scores_gemma":[0.99787,0.0005386626,0.0000656738,0.00087557,0.0005557772,0.00009431656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003650663,0.01554207,0.03589166,0.02040875,0.005093073,0.00002081637,0.02627417,0.01120613,0.1436005,0.06682543,0.08629904,0.5851877],"study_design_scores_gemma":[0.008771634,0.003033731,0.08511417,0.001493158,0.001533038,0.000003069838,0.01543338,0.8309981,0.04874024,0.0029438,0.0009558406,0.0009798846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126571,0.001140466,0.04683819,0.0002272314,0.002674488,0.006003876,0.00004563179,0.0002911122,0.03012195],"genre_scores_gemma":[0.995863,0.000006347838,0.00133289,0.00002015831,0.0000617731,0.0004484981,0.00001904621,0.00002754869,0.002220779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8197919,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425569844668608,"score_gpt":0.3148614057891814,"score_spread":0.2723044213223206,"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."}}