{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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"},"query_hash":"e26fdd88be4f","filters":{"venue":"Chips"}},"results":[{"id":"W4291414035","doi":"10.3390/chips1020008","title":"Integrated Sensor Electronic Front-Ends with Self-X Capabilities","year":2022,"lang":"en","type":"article","venue":"Chips","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Food Inspection Agency","keywords":"Computer science; Interfacing; Robustness (evolution); System on a chip; Integrated circuit; Computer architecture; Application-specific integrated circuit; CMOS; Embedded system; Neuromorphic engineering; Electronic engineering; Computer hardware; Engineering; Artificial intelligence; Artificial neural network","retraction":null,"screen_n_in":null,"score":{"opus":0.007209879915644142,"gpt":0.1827896790870317,"spread":0.1755797991713876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006558842,0.0001138694,0.00011057,0.00003864115,0.0001679617,0.000009381898,0.00009462076,0.00001478196,0.0001672728],"category_scores_gemma":[0.000006250864,0.0001005901,0.000025653,0.0001221612,0.00001404527,0.00005829359,0.00002880733,0.0004283135,0.00001155274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609166,"about_ca_system_score_gemma":0.00002190933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002667426,"about_ca_topic_score_gemma":0.000009944723,"domain_scores_codex":[0.9993721,0.00003253503,0.000091357,0.0001314201,0.0000889592,0.0002836084],"domain_scores_gemma":[0.9997626,0.00004291959,0.00001390849,0.0001356823,0.00001053499,0.00003435712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002002373,0.0001142197,0.001819675,0.0002545851,0.0002535857,0.0001183416,0.008536622,0.9170853,0.05383474,0.002838152,0.002128136,0.0128164],"study_design_scores_gemma":[0.003826403,0.002253155,0.002134425,0.0001010089,0.0001596737,0.001089983,0.01977102,0.249962,0.2319835,0.004871835,0.4808676,0.002979413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949304,0.0003283554,0.001267864,0.00002726027,0.0001557786,0.00008620903,0.000006162011,0.0007759237,0.002422006],"genre_scores_gemma":[0.9986209,0.000007928764,0.0006350381,0.00004566071,0.00005906323,0.00002279343,0.00001126961,0.00002981452,0.0005675186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6671233,"threshold_uncertainty_score":0.4101947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367853374","doi":"10.3390/chips2020007","title":"Low-Cost Indirect Measurements for Power-Efficient In-Field Optimization of Configurable Analog Front-Ends with Self-X Properties: A Hardware Implementation","year":2023,"lang":"en","type":"article","venue":"Chips","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Deutscher Akademischer Austauschdienst; Canadian Food Inspection Agency","keywords":"Total harmonic distortion; Electronic engineering; CMOS; Particle swarm optimization; Analog front-end; Amplifier; Computer science; Chip; Engineering; Voltage; Electrical engineering; Algorithm","retraction":null,"screen_n_in":null,"score":{"opus":0.03789877096714409,"gpt":0.2418099363383019,"spread":0.2039111653711578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997972,0.0001345382,0.000198508,0.0002081143,0.00005490889,0.00002065444,0.00009335144,0.00005798837,0.00005534871],"category_scores_gemma":[0.00002766124,0.0001177554,0.00004045857,0.0003231966,0.000010419,0.00007791609,0.000006110376,0.00007720063,0.00001277733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009481974,"about_ca_system_score_gemma":0.00005112396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002721249,"about_ca_topic_score_gemma":0.00008110546,"domain_scores_codex":[0.999091,0.0000283808,0.000254269,0.0001672925,0.000195566,0.0002635038],"domain_scores_gemma":[0.9996525,0.00003428698,0.00005417464,0.000122059,0.00009094142,0.00004601748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007515165,0.00007066592,0.003110382,0.000348141,0.0001453412,0.000003778447,0.00314913,0.9793867,0.009404229,0.0001427841,0.001545883,0.002617843],"study_design_scores_gemma":[0.008315706,0.0009937313,0.009075405,0.001028306,0.0002560258,0.000008298403,0.007662722,0.3113802,0.6587909,0.0002074569,0.0009810694,0.001300114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3632551,0.0002681457,0.6277851,0.00002126014,0.0003062593,0.002226259,0.00008641538,0.0005831297,0.005468309],"genre_scores_gemma":[0.9994043,0.00001537827,0.0001711053,0.00002092063,0.00001676543,0.0001984487,0.00009956078,0.0000316336,0.00004191641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6680065,"threshold_uncertainty_score":0.4801924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}