{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"d7d5d5f7f8f4","filters":{"venue":"Proceedings of the Great Lakes Symposium on VLSI 2022"}},"results":[{"id":"W4281719745","doi":"10.1145/3526241.3530336","title":"A Novel 2T2R CR-based TCAM Design for High-speed and Energy-efficient Applications","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Great Lakes Symposium on VLSI 2022","topic":"Network Packet Processing and Optimization","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer architecture; Energy (signal processing); Embedded system; Physics","authors":[{"name":"Kangqiang Pan","is_ca":true},{"name":"Amr M. S. Tosson","is_ca":false},{"name":"Ningxuan Wang","is_ca":true},{"name":"Y. Zhou","is_ca":true},{"name":"Lan Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01480075908031276,"gpt":0.2125629543331141,"spread":0.1977621952528014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004982644,0.000192337,0.0002005556,0.0001500913,0.0008928072,0.0001607191,0.0009959977,0.00004484726,0.000006246635],"category_scores_gemma":[0.00002449916,0.0001593993,0.00008260671,0.0008670359,0.00008393665,0.0001245691,0.0003502044,0.0001389394,4.8118e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020222,"about_ca_system_score_gemma":0.00008936525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008157397,"about_ca_topic_score_gemma":6.322912e-7,"domain_scores_codex":[0.9984627,0.00001882621,0.0002635874,0.0005271624,0.0004485866,0.0002791195],"domain_scores_gemma":[0.9990038,0.0001439197,0.0003035994,0.0002520192,0.0002274181,0.00006919583],"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":[0.000208867,0.0007547364,0.0001571624,0.0001859245,0.00005431847,2.999919e-7,0.0008877189,0.6343126,0.1214401,0.2291579,0.004971314,0.007869129],"study_design_scores_gemma":[0.001046485,0.000442182,0.00004011542,0.00004387257,0.00005327369,0.0000157381,0.00006537229,0.9497566,0.03999951,0.002367153,0.005875748,0.0002939347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0100633,0.0002136921,0.9809468,0.005524651,0.0003947215,0.0009662535,0.00005065975,0.0002504224,0.00158944],"genre_scores_gemma":[0.9437914,0.0000164753,0.05183766,0.0009018378,0.0001324001,0.001298252,0.00001296175,0.00004601667,0.001962916],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9337282,"threshold_uncertainty_score":0.6866842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}