{"meta":{"query_hash":"6b9f4af87049","filters":{"venue":"2008 Second International Conference on Electrical Engineering"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/6b9f4af87049","api":"https://metacan.xera.ac/api/v1/cohort?venue=2008+Second+International+Conference+on+Electrical+Engineering"},"results":[{"id":"W2095758699","doi":"10.1109/icee.2008.4553890","title":"A multi-channel wideband direct-conversion receiver using synchronization signal from a tunable injection locked oscillator","year":2008,"lang":"en","type":"article","venue":"2008 Second International Conference on Electrical Engineering","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency","keywords":"Phase-locked loop; Synchronization (alternating current); Computer science; Injection locking; Electronic engineering; Wideband; Phase-shift keying; SIGNAL (programming language); Channel (broadcasting); Telecommunications; Phase noise; Engineering; Bit error rate; Physics","score_opus":0.028762744294227108,"score_gpt":0.22840432682688602,"score_spread":0.1996415825326589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095758699","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":[0.6768479,0.0010570212,0.31484753,0.00006592547,0.0013220682,0.0003512913,0.00010295467,0.000745692,0.0046596373],"genre_scores_gemma":[0.9968077,0.00039070306,0.002077188,0.000044816486,0.00015422578,0.000017621076,0.00010369777,0.000046049958,0.00035800663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988371,0.00002355746,0.0003150539,0.000281771,0.0002526878,0.00028983745],"domain_scores_gemma":[0.99934083,0.00008065665,0.000056417553,0.00022537285,0.00017352533,0.00012321018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006692265,0.00024798937,0.00022457867,0.00033031873,0.00012857157,0.000048583635,0.00028254293,0.0001446463,0.00088938023],"category_scores_gemma":[0.00006297877,0.00027450905,0.000075991724,0.00034940368,0.00002575199,0.0003460863,0.0000401106,0.0003622636,0.000054685985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008599595,0.0002048578,0.000460596,0.000027781256,0.00026113054,0.000028604945,0.00043341742,0.87608904,0.11804005,0.00019806289,0.0026256598,0.0015448139],"study_design_scores_gemma":[0.0005963748,0.000057929516,0.00081655086,0.000059601633,0.000011009348,0.00002470504,0.0000095115265,0.98643076,0.00968732,0.000026481412,0.0019769203,0.00030284864],"about_ca_topic_score_codex":0.00010013784,"about_ca_topic_score_gemma":0.000012289022,"teacher_disagreement_score":0.31995982,"about_ca_system_score_codex":0.00043403354,"about_ca_system_score_gemma":0.000069155554,"threshold_uncertainty_score":0.99997073},"labels":[],"label_agreement":null},{"id":"W2115675182","doi":"10.1109/icee.2008.4553944","title":"Speaking monuments — design and implementation of an RFID based blind friendly environment","year":2008,"lang":"en","type":"article","venue":"2008 Second International Conference on Electrical Engineering","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":13,"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":"Connaught Fund","keywords":"Computer science; Human–computer interaction; Task (project management); Wearable computer; Perspective (graphical); Navigation system; Multimedia; Simulation; Embedded system; Artificial intelligence; Engineering; Systems engineering","score_opus":0.0635097692895925,"score_gpt":0.302959585322412,"score_spread":0.2394498160328195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115675182","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":[0.9420222,0.000005054712,0.056836903,0.000077273166,0.00015336052,0.00018023381,0.000024940515,0.00003731764,0.0006627022],"genre_scores_gemma":[0.9960075,0.000051117993,0.0035555186,0.00012997673,0.000042952448,0.00002005424,0.000015072429,0.000015166132,0.00016264064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988836,0.00004183636,0.00026208765,0.00030296107,0.00031094303,0.0001985793],"domain_scores_gemma":[0.9994971,0.00014742061,0.00010029823,0.00012546302,0.00003644525,0.00009325706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004056049,0.000144773,0.00013002199,0.00023874929,0.00007514254,0.00003201667,0.00016040375,0.000046280653,0.0019197626],"category_scores_gemma":[0.000061373656,0.00015001946,0.000036941336,0.000096781754,0.000025900956,0.0003275441,0.000017265324,0.00019510918,0.000030148716],"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":[0.0001177832,0.0001611235,0.00013601298,0.0000050510776,0.000018719586,0.000013891375,0.00023534145,0.01256472,0.97977364,0.002251327,0.00007766291,0.0046447185],"study_design_scores_gemma":[0.00092308276,0.0004214678,0.0018038293,0.000014160834,0.000007349598,0.00007592038,0.00003524035,0.37217394,0.6209002,0.000062053965,0.003353588,0.00022915409],"about_ca_topic_score_codex":0.000030387157,"about_ca_topic_score_gemma":0.0000067852225,"teacher_disagreement_score":0.35960922,"about_ca_system_score_codex":0.00010737768,"about_ca_system_score_gemma":0.000042892414,"threshold_uncertainty_score":0.9989926},"labels":[],"label_agreement":null},{"id":"W2163456592","doi":"10.1109/icee.2008.4553920","title":"Implementing a cost-effective run-time reconfigurable system for stream applications","year":2008,"lang":"en","type":"article","venue":"2008 Second International Conference on Electrical Engineering","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Ontario Centres of Excellence","keywords":"Computer science; Real-time computing; Embedded system; Distributed computing","score_opus":0.023229116126879647,"score_gpt":0.2671509991382108,"score_spread":0.24392188301133114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163456592","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091663667,0.000052878935,0.96924007,0.00011086036,0.00018514985,0.0023251534,0.0000418467,0.0007819183,0.026345475],"genre_scores_gemma":[0.97390795,0.00001239425,0.019300286,0.000081073405,0.00021676673,0.0048616063,0.000042073338,0.000033710876,0.0015441331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981628,0.00003659444,0.00043391273,0.00052039284,0.000311469,0.00053481426],"domain_scores_gemma":[0.99868184,0.00031332628,0.00016432593,0.00035029853,0.00036450315,0.00012568056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033997433,0.00024080274,0.00028489053,0.00033862496,0.00018884221,0.0001281871,0.00091315573,0.00010609275,0.00010854844],"category_scores_gemma":[0.00007521888,0.00025260067,0.000118110096,0.00034190493,0.00001611699,0.00039494093,0.000057572583,0.00024948796,0.00008850552],"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":[0.000028851011,0.00014543434,0.000048663434,0.00009564789,0.00020154842,0.000022253062,0.00019545964,0.0007650066,0.09742894,0.84301585,0.0040712925,0.053981047],"study_design_scores_gemma":[0.00047996157,0.00024415297,0.0000915282,0.0000797422,0.0000058760534,0.00016178635,0.000009630377,0.8941384,0.07337831,0.0005421293,0.030489009,0.00037946593],"about_ca_topic_score_codex":0.000012127931,"about_ca_topic_score_gemma":0.0000016790492,"teacher_disagreement_score":0.97299135,"about_ca_system_score_codex":0.00043647055,"about_ca_system_score_gemma":0.000112077265,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null}]}