{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"82893b6e583a","filters":{"venue":"Proceedings of 1993 International Conference on Computer Aided Design (ICCAD)"}},"results":[{"id":"W4255834317","doi":"10.1109/iccad.1993.580032","title":"Simulating 3-D retarded interconnect models using complex frequency hopping (CFH)","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1993 International Conference on Computer Aided Design (ICCAD)","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Frequency domain; Interconnection; Computer science; Matching (statistics); Partial element equivalent circuit; Electronic engineering; Time domain; Moment (physics); Domain (mathematical analysis); Network analysis; Clock rate; Parallel computing; Topology (electrical circuits); Equivalent circuit; Electrical engineering; Engineering; Physics; Mathematics; Telecommunications; CMOS","authors":[{"name":"Eli Chiprout","is_ca":true},{"name":"H. Heeb","is_ca":false},{"name":"M. Nakhla","is_ca":true},{"name":"Albert E. Ruehli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.162474458779533,"gpt":0.2708548950725776,"spread":0.1083804362930446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003163852,0.0003820109,0.0004576996,0.0003707921,0.0001098385,0.0001728099,0.0006998229,0.0001380587,0.0006566092],"category_scores_gemma":[0.00006756921,0.0004022901,0.0001448559,0.0002341455,0.00007884574,0.0006914628,0.0001338352,0.0004285373,0.00001684084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732023,"about_ca_system_score_gemma":0.00001841014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003521921,"about_ca_topic_score_gemma":0.000001564814,"domain_scores_codex":[0.9977463,0.00002995852,0.0007622183,0.0005036477,0.0005534701,0.0004043391],"domain_scores_gemma":[0.9987155,0.0002061869,0.0002128856,0.0001673784,0.0005745305,0.0001235529],"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":[0.0001293622,0.0002420161,0.0003782891,0.0003051521,0.0002993323,0.000009282912,0.002201142,0.2452467,0.6903871,0.03375274,0.001623445,0.02542536],"study_design_scores_gemma":[0.0006082655,0.0003117118,0.000101654,0.0006364612,0.00002220129,0.00002044683,0.00005133522,0.966783,0.01584478,0.01521938,0.00001873976,0.0003819615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7675228,0.0001282857,0.2108857,0.0002159231,0.0005165135,0.0004907419,0.00001545471,0.0004466081,0.01977798],"genre_scores_gemma":[0.9228058,0.00005860614,0.07674459,0.00008863993,0.0001957979,0.00001268384,0.000009274,0.00004397383,0.00004059706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7215363,"threshold_uncertainty_score":0.9998429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104162027","doi":"10.1109/iccad.1993.580118","title":"Cellular Automata Synthesis Based On Precomputed Test Vectors For Built-in Self-test","year":2005,"lang":"en","type":"article","venue":"Proceedings of 1993 International Conference on Computer Aided Design (ICCAD)","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Automatic test pattern generation; Cellular automaton; Test vector; Computer science; Fault coverage; Set (abstract data type); Built-in self-test; Test set; Automaton; Test (biology); Algorithm; Generator (circuit theory); Parallel computing; Simple (philosophy); Code coverage; Theoretical computer science; Embedded system; Programming language; Software; Artificial intelligence; Engineering; Electronic circuit","authors":[{"name":"S. Boubezari","is_ca":true},{"name":"Bożena Kamińska","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04833540597834448,"gpt":0.2653379253201593,"spread":0.2170025193418148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009280956,0.0004565363,0.0005042555,0.0007937707,0.000130063,0.0004501691,0.002547384,0.0001584292,0.00002745751],"category_scores_gemma":[0.0008107591,0.0004611533,0.000188529,0.0005118045,0.00005493828,0.0007862289,0.0002208465,0.0003153702,0.00004130374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511285,"about_ca_system_score_gemma":0.0002151998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001842136,"about_ca_topic_score_gemma":0.000002148,"domain_scores_codex":[0.9967772,0.00003033284,0.0008294477,0.00102422,0.0007896074,0.0005492081],"domain_scores_gemma":[0.9954553,0.002689739,0.0005204365,0.000309689,0.0008514757,0.0001733388],"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":[0.0001362405,0.009352154,0.02810252,0.000742009,0.000379416,0.00005699638,0.001688815,0.02984403,0.09851663,0.2266339,0.01259029,0.591957],"study_design_scores_gemma":[0.001029251,0.0007969879,0.002014907,0.0006982588,0.00001548919,0.00000956523,0.000008467086,0.9418794,0.05100809,0.001821826,0.0002723708,0.0004454164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02130508,0.00001278609,0.9686803,0.003299181,0.0005455815,0.0009443642,0.00003141425,0.0007651101,0.004416235],"genre_scores_gemma":[0.8171012,0.000006257319,0.1818981,0.0004534488,0.0003407187,0.0001161498,0.000008094818,0.00003215164,0.00004384971],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9120353,"threshold_uncertainty_score":0.999784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234272282","doi":"10.1109/iccad.1993.580059","title":"Gate sizing and buffer insertion for optimizing performance in power constrained BiCMOS circuits","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1993 International Conference on Computer Aided Design (ICCAD)","topic":"Low-power high-performance VLSI design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"BiCMOS; CMOS; Logic gate; Gate equivalent; Electronic engineering; AND-OR-Invert; Pass transistor logic; Computer science; Integrated injection logic; Adder; Electronic circuit; Logic family; Engineering; Electrical engineering; Digital electronics; Logic synthesis; Transistor; Gate oxide; Voltage","authors":[{"name":"K.S. Lowe","is_ca":true},{"name":"P.G. Gulak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0477006352898473,"gpt":0.2255984580620463,"spread":0.177897822772199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000403311,0.0003538479,0.000381431,0.0005687366,0.00007105169,0.000173406,0.0004165392,0.0001494565,0.000101622],"category_scores_gemma":[0.00004446831,0.000371558,0.00006497461,0.0002476043,0.00009317117,0.0009630864,0.00006007613,0.0002970243,0.00001772914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432336,"about_ca_system_score_gemma":0.00002112108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003887491,"about_ca_topic_score_gemma":3.98008e-7,"domain_scores_codex":[0.9981295,0.000009779551,0.0006293556,0.0004353555,0.0003808596,0.0004151751],"domain_scores_gemma":[0.9990853,0.000139791,0.0001629338,0.00009587769,0.0004126531,0.0001034095],"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":[0.0009766531,0.0008958588,0.01895291,0.002446207,0.0009730792,0.00002910996,0.01132433,0.1239871,0.532647,0.07953624,0.005230799,0.2230008],"study_design_scores_gemma":[0.001660339,0.000447669,0.002605594,0.0006717595,0.00001350517,0.00002679477,0.00007247194,0.9655677,0.02790577,0.0004209606,0.0001811425,0.0004262848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724993,0.0001416024,0.1150555,0.0003354354,0.0008646092,0.001069777,0.00001783552,0.0003482215,0.009667652],"genre_scores_gemma":[0.9728106,0.0002884979,0.02642756,0.0001318577,0.0001085847,0.00009865992,0.000006108423,0.00005015049,0.00007801334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8415806,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}