{"meta":{"query_hash":"e26fdd88be4f","filters":{"venue":"Chips"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e26fdd88be4f","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.007209879915644142,"score_gpt":0.18278967908703173,"score_spread":0.17557979917138758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291414035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99493045,0.00032835544,0.0012678641,0.000027260268,0.00015577865,0.00008620903,0.0000061620112,0.0007759237,0.0024220056],"genre_scores_gemma":[0.9986209,0.000007928764,0.0006350381,0.000045660712,0.000059063233,0.00002279343,0.000011269605,0.000029814522,0.00056751864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993721,0.000032535034,0.000091357,0.00013142006,0.000088959205,0.00028360842],"domain_scores_gemma":[0.9997626,0.00004291959,0.000013908492,0.0001356823,0.000010534988,0.00003435712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006558842,0.000113869435,0.00011056997,0.000038641152,0.00016796165,0.000009381898,0.00009462076,0.0000147819555,0.00016727275],"category_scores_gemma":[0.0000062508643,0.00010059014,0.000025652998,0.00012216119,0.000014045273,0.00005829359,0.000028807328,0.0004283135,0.000011552737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020023732,0.000114219736,0.0018196746,0.0002545851,0.0002535857,0.00011834162,0.008536622,0.9170853,0.053834736,0.002838152,0.002128136,0.012816396],"study_design_scores_gemma":[0.0038264028,0.002253155,0.002134425,0.00010100892,0.00015967374,0.001089983,0.019771019,0.24996199,0.23198347,0.0048718345,0.48086762,0.0029794131],"about_ca_topic_score_codex":0.0000026674259,"about_ca_topic_score_gemma":0.000009944723,"teacher_disagreement_score":0.6671233,"about_ca_system_score_codex":0.00016091656,"about_ca_system_score_gemma":0.00002190933,"threshold_uncertainty_score":0.4101947},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.037898770967144085,"score_gpt":0.24180993633830192,"score_spread":0.20391116537115783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367853374","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36325514,0.00026814567,0.6277851,0.000021260135,0.00030625926,0.0022262593,0.00008641538,0.0005831297,0.005468309],"genre_scores_gemma":[0.99940425,0.000015378273,0.00017110528,0.00002092063,0.000016765434,0.00019844875,0.000099560784,0.0000316336,0.000041916413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909097,0.000028380804,0.00025426902,0.00016729254,0.000195566,0.00026350378],"domain_scores_gemma":[0.9996525,0.000034286983,0.00005417464,0.00012205903,0.000090941416,0.00004601748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029979725,0.00013453825,0.00019850805,0.0002081143,0.000054908895,0.00002065444,0.00009335144,0.000057988374,0.000055348708],"category_scores_gemma":[0.000027661243,0.000117755364,0.000040458566,0.00032319658,0.000010419002,0.00007791609,0.0000061103756,0.00007720063,0.000012777329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007515165,0.00007066592,0.003110382,0.00034814104,0.0001453412,0.0000037784473,0.0031491301,0.9793867,0.009404229,0.00014278409,0.0015458832,0.0026178432],"study_design_scores_gemma":[0.008315706,0.0009937313,0.009075405,0.0010283061,0.00025602584,0.000008298403,0.0076627224,0.3113802,0.65879095,0.00020745689,0.0009810694,0.0013001136],"about_ca_topic_score_codex":0.000027212487,"about_ca_topic_score_gemma":0.00008110546,"teacher_disagreement_score":0.6680065,"about_ca_system_score_codex":0.00009481974,"about_ca_system_score_gemma":0.000051123963,"threshold_uncertainty_score":0.48019242},"labels":[],"label_agreement":null}]}