{"meta":{"query_hash":"4cc84cb346d7","filters":{"venue":"Proceedings/Proceedings - International Test Conference"},"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/4cc84cb346d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings%2FProceedings+-+International+Test+Conference"},"results":[{"id":"W2135729931","doi":"10.1109/test.2006.297722","title":"Massively Parallel Validation of High-Speed Serial Interfaces using Compact Instrument Modules","year":2006,"lang":"en","type":"article","venue":"Proceedings/Proceedings - International Test Conference","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada)","funders":"","keywords":"Jitter; SerDes; Computer science; Interface (matter); Serial communication; Sensitivity (control systems); Key (lock); Computer hardware; Electronic engineering; Parallel computing; Engineering","score_opus":0.03165919782899723,"score_gpt":0.25431960308710666,"score_spread":0.22266040525810943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135729931","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":[0.98320115,0.000036478963,0.0026198453,0.00024483545,0.0006487441,0.00026729712,0.000067040455,0.00059211435,0.012322486],"genre_scores_gemma":[0.9862028,0.0000641698,0.013235449,0.000010147682,0.00025254407,0.000017299148,0.00003249202,0.00004238949,0.00014271573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980455,0.0000013560103,0.0006667032,0.00039764706,0.0005245392,0.0003642214],"domain_scores_gemma":[0.9986771,0.000038010552,0.00035815788,0.0000725621,0.00080066203,0.000053556276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013142964,0.00037092075,0.00037075175,0.0003212191,0.00009338215,0.00023656091,0.0006925102,0.00015600341,0.00012102828],"category_scores_gemma":[0.0001785455,0.00037138155,0.0000641633,0.0002757612,0.00019121006,0.0011278663,0.00015574884,0.0002561514,0.000012048684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105202555,0.00024833286,0.04665769,0.0002823884,0.00019229791,0.0000018879023,0.00035074455,0.013244303,0.7785157,0.15649132,0.001462324,0.002447801],"study_design_scores_gemma":[0.0014907632,0.00021395851,0.016842144,0.00052764383,0.000065637905,0.000037686146,0.0012961621,0.13165796,0.80530506,0.040838353,0.0008993675,0.0008252401],"about_ca_topic_score_codex":0.000102899416,"about_ca_topic_score_gemma":0.000002004975,"teacher_disagreement_score":0.11841365,"about_ca_system_score_codex":0.0002510165,"about_ca_system_score_gemma":0.000022510087,"threshold_uncertainty_score":0.9998738},"labels":[],"label_agreement":null},{"id":"W2152360052","doi":"10.1109/test.2006.297677","title":"A Predictable Robust Fully Programmable Analog Gaussian Noise Source for Mixed-Signal/Digital ATE","year":2006,"lang":"en","type":"article","venue":"Proceedings/Proceedings - International Test Conference","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mixed-signal integrated circuit; Computer science; Analog signal; Gaussian noise; Noise (video); SIGNAL (programming language); Gaussian; Speech recognition; Digital signal processing; Computer hardware; Artificial intelligence; Physics; Integrated circuit","score_opus":0.013796223894210115,"score_gpt":0.19945899423029814,"score_spread":0.18566277033608802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152360052","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":[0.17473474,0.00054950383,0.4216103,0.00040162203,0.0012833338,0.0028838993,0.00067344005,0.0045509674,0.3933122],"genre_scores_gemma":[0.9899759,0.000035249737,0.0014465865,0.0000757199,0.0011650821,0.0006361091,0.0002056667,0.00016939857,0.0062902593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99616855,0.0000023129578,0.00090907404,0.0009399007,0.0008192659,0.0011608659],"domain_scores_gemma":[0.9973017,0.0001301159,0.00031574635,0.000117726566,0.0018006411,0.00033409265],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00044024774,0.0007320557,0.0005780471,0.00048617023,0.0003135535,0.0017390212,0.0010782868,0.00031278445,0.00019106826],"category_scores_gemma":[0.00030550835,0.00076540106,0.00027019446,0.0006141022,0.00020908959,0.0019401717,0.00011822605,0.00050107954,0.00011726628],"study_design_candidate":"theoretical_or_conceptual","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":[0.00040751105,0.0012853129,0.093966246,0.0019354791,0.0009694527,0.000032367647,0.0012459954,0.006392547,0.13014552,0.53974277,0.18970434,0.034172453],"study_design_scores_gemma":[0.006976474,0.0017248499,0.009675421,0.0017330872,0.00059646973,0.00070398964,0.002895114,0.5272383,0.044889465,0.112647146,0.28547642,0.0054432666],"about_ca_topic_score_codex":0.00005746706,"about_ca_topic_score_gemma":0.000010408553,"teacher_disagreement_score":0.81524116,"about_ca_system_score_codex":0.0003245188,"about_ca_system_score_gemma":0.000119623524,"threshold_uncertainty_score":0.9994797},"labels":[],"label_agreement":null}]}