{"meta":{"query_hash":"2bb0d9d2ef8f","filters":{"venue":"Proceedings of ICUPC 97 - 6th International Conference on Universal Personal Communications"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/2bb0d9d2ef8f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+ICUPC+97+-+6th+International+Conference+on+Universal+Personal+Communications"},"results":[{"id":"W1967823008","doi":"10.1109/icupc.1997.627287","title":"Indoor SDMA capacity using a smart antenna base station","year":2002,"lang":"en","type":"article","venue":"Proceedings of ICUPC 97 - 6th International Conference on Universal Personal Communications","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Time division multiple access; Space-division multiple access; Base station; Smart antenna; Beamforming; Computer science; Testbed; Telecommunications link; Computer network; Omnidirectional antenna; Antenna (radio); Electronic engineering; Engineering; Telecommunications","score_opus":0.21135451899681382,"score_gpt":0.3248998073657498,"score_spread":0.11354528836893599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967823008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5410345,0.0011514582,0.42570838,0.00041899903,0.000079093064,0.000055005574,0.0003418484,0.00043603653,0.030774662],"genre_scores_gemma":[0.9936294,0.00021760348,0.005242116,0.000018745133,0.000020148469,0.000021054066,0.00005437291,0.000017738297,0.00077878323],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991461,0.00020201904,0.000020690044,0.00014548721,0.00020492854,0.0002806429],"domain_scores_gemma":[0.9975961,0.0014665185,0.00022186352,0.0002627939,0.00034070486,0.00011198358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084972766,0.00064982206,0.0005752238,0.00071077637,0.0006930593,0.0015164266,0.0008795387,0.0006912622,0.0022901392],"category_scores_gemma":[0.0036360906,0.00032364624,0.0005332784,0.00096512726,0.0013696854,0.0022018682,0.00092019787,0.0006244447,0.00026810094],"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":[0.00006975732,0.000029607641,0.0012559594,0.0000539694,0.000035737725,0.00013050268,0.000040307426,0.97205645,0.003150954,0.017452875,0.00031195543,0.005411887],"study_design_scores_gemma":[0.0000060621423,0.000048822465,0.00043253446,0.000007996254,0.000028335073,0.00007345887,0.00004301055,0.99197066,0.0031903677,0.003678719,0.0005059346,0.000014125113],"about_ca_topic_score_codex":0.0065913764,"about_ca_topic_score_gemma":0.0028663096,"teacher_disagreement_score":0.0065913764,"about_ca_system_score_codex":0.0017971959,"about_ca_system_score_gemma":0.0009492981,"threshold_uncertainty_score":0.013106048},"labels":[],"label_agreement":null},{"id":"W2097775540","doi":"10.1109/icupc.1997.627185","title":"On the capacity of a cellular DS/CDMA system under slow multipath fading and fixed step power control","year":2002,"lang":"en","type":"article","venue":"Proceedings of ICUPC 97 - 6th International Conference on Universal Personal Communications","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fading; Multipath propagation; Power control; Computer science; Code division multiple access; Interference (communication); Soft handover; Fading distribution; Electronic engineering; Delay spread; Power (physics); Telecommunications; Handover; Engineering; Rayleigh fading; Channel (broadcasting); Physics","score_opus":0.0909704200959244,"score_gpt":0.2712562579326951,"score_spread":0.18028583783677068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097775540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9023424,0.0028024474,0.07231461,0.00084826397,0.0000924644,0.000049902355,0.00055043754,0.00038799836,0.020611376],"genre_scores_gemma":[0.9979703,0.00035698965,0.0010549807,0.000026710564,0.000019176983,0.00001800726,0.00005979549,0.000018899813,0.00047526494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833196,0.00050017494,0.000042459254,0.00012780615,0.00048675874,0.0005107996],"domain_scores_gemma":[0.9861101,0.011390731,0.00051452307,0.0005367653,0.0012323348,0.0002155736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016105145,0.0007314692,0.0007501074,0.001033591,0.0005001027,0.0010688478,0.000616899,0.00090372615,0.0024103252],"category_scores_gemma":[0.012548523,0.0002700666,0.00033030414,0.00096591597,0.0017946443,0.0016404665,0.0009858481,0.0007057172,0.00031948063],"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":[0.0004325078,0.000041638956,0.0015670739,0.00009267293,0.000039969585,0.00027996892,0.00008651126,0.9720604,0.009712661,0.00637172,0.0004479941,0.008866872],"study_design_scores_gemma":[0.000014515896,0.00011305934,0.0018901654,0.000049303868,0.00003711231,0.00011994748,0.00008425334,0.9861081,0.008344777,0.0029000023,0.00030539502,0.000033389595],"about_ca_topic_score_codex":0.009011056,"about_ca_topic_score_gemma":0.003666824,"teacher_disagreement_score":0.009011056,"about_ca_system_score_codex":0.0017531218,"about_ca_system_score_gemma":0.001083886,"threshold_uncertainty_score":0.017917216},"labels":[],"label_agreement":null},{"id":"W2122761179","doi":"10.1109/icupc.1997.627217","title":"Space/time multipath separation and equalization in asynchronous CDMA using the spatio-temporal array-receiver","year":2002,"lang":"en","type":"article","venue":"Proceedings of ICUPC 97 - 6th International Conference on Universal Personal Communications","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Multipath propagation; Computer science; Asynchronous communication; Equalization (audio); Multipath interference; Transmitter; Interference (communication); Channel (broadcasting); Code division multiple access; Delay spread; Electronic engineering; Doppler effect; Single antenna interference cancellation; Array processing; Algorithm; Signal processing; Telecommunications; Physics; Engineering","score_opus":0.11098879478957795,"score_gpt":0.3360662647546995,"score_spread":0.2250774699651215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122761179","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017785253,0.00014884907,0.9808084,0.000047968184,0.000033622742,0.000013375479,0.00000995295,0.00020934983,0.0009432461],"genre_scores_gemma":[0.29136577,0.00031420743,0.7036967,0.00007146228,0.00016455639,0.000056315428,0.000049136997,0.000037985777,0.004243813],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961555,0.000110411216,0.000019775072,0.000053251177,0.00016919816,0.000031765452],"domain_scores_gemma":[0.9996891,0.00008439937,0.000041107436,0.00006334273,0.00010631682,0.000015740901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004955499,0.00027336853,0.00020671143,0.00028090188,0.00023982815,0.00043449257,0.00047391304,0.00042567516,0.0008312826],"category_scores_gemma":[0.0006906096,0.00025156955,0.00027227218,0.00025761657,0.00036152249,0.00068224897,0.00040816606,0.00039380472,0.0006942691],"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":[0.000588307,0.00013080021,0.0018330393,0.0001388398,0.0000663904,0.00020000672,0.00018295961,0.22377855,0.24956429,0.06020286,0.0014626727,0.4618512],"study_design_scores_gemma":[0.00004136208,0.00025382816,0.00039680133,0.0000074784534,0.000033241642,0.00026961308,0.00001706951,0.92365664,0.06633647,0.005161536,0.0038042015,0.000021658947],"about_ca_topic_score_codex":0.00040492034,"about_ca_topic_score_gemma":0.0008956938,"teacher_disagreement_score":0.0008312826,"about_ca_system_score_codex":0.00019513737,"about_ca_system_score_gemma":0.00036267735,"threshold_uncertainty_score":0.0027809143},"labels":[],"label_agreement":null},{"id":"W2134241555","doi":"10.1109/icupc.1997.627250","title":"Performance evaluation of type-of-service based directed retry strategy in cellular mobile networks","year":2002,"lang":"en","type":"article","venue":"Proceedings of ICUPC 97 - 6th International Conference on Universal Personal Communications","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Handover; Blocking (statistics); Computer science; Queue; Computer network; Channel (broadcasting); Fraction (chemistry); Queueing theory; Cellular network; Path (computing); Real-time computing","score_opus":0.16086904767581656,"score_gpt":0.33780397605417195,"score_spread":0.1769349283783554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134241555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.914548,0.0026044087,0.07652371,0.00025548303,0.00010415618,0.00011059002,0.00007894466,0.00060934713,0.005165422],"genre_scores_gemma":[0.9964228,0.0001991881,0.0030845634,0.000029702709,0.000011306221,0.000012361473,0.00002727192,0.00001035544,0.00020246112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982963,0.0006517585,0.000073851625,0.00012801665,0.00043962244,0.00041038677],"domain_scores_gemma":[0.98975825,0.0063166013,0.0008304037,0.00043622448,0.0020452782,0.00061316526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025514013,0.0012274752,0.0009837567,0.0008971004,0.00053981424,0.00080217724,0.0013562016,0.001042978,0.00064075587],"category_scores_gemma":[0.009506453,0.00019505848,0.00029504037,0.0006765263,0.00052611064,0.0010027355,0.00058399636,0.00046970014,0.00014356003],"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":[0.0019267501,0.00048507858,0.012140614,0.00028482365,0.00018581559,0.00043763142,0.00019423896,0.8622905,0.025810923,0.0034055281,0.0011191847,0.09171896],"study_design_scores_gemma":[0.0000228578,0.000639869,0.0013588661,0.0000063927855,0.000035139405,0.00015267736,0.00004289162,0.99411905,0.003217898,0.0002957273,0.00009512818,0.00001349395],"about_ca_topic_score_codex":0.006120141,"about_ca_topic_score_gemma":0.004899281,"teacher_disagreement_score":0.006120141,"about_ca_system_score_codex":0.0014853361,"about_ca_system_score_gemma":0.000974372,"threshold_uncertainty_score":0.0134932995},"labels":[],"label_agreement":null},{"id":"W2170783080","doi":"10.1109/icupc.1997.627255","title":"Effect of transmit antenna pattern on RAKE reception in multipath fading channels","year":2002,"lang":"en","type":"article","venue":"Proceedings of ICUPC 97 - 6th International Conference on Universal Personal Communications","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rake receiver; Multipath propagation; Fading; Beamwidth; Delay spread; Computer science; Electronic engineering; Antenna (radio); Rake; Telecommunications; Channel (broadcasting); Engineering","score_opus":0.0865624003673869,"score_gpt":0.31951977608518956,"score_spread":0.23295737571780267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170783080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108465,0.0005425802,0.0829586,0.0001792153,0.00005550915,0.00003355629,0.00016268063,0.0005059497,0.0047154934],"genre_scores_gemma":[0.99563193,0.00019511489,0.0035626988,0.000041325897,0.00001084606,0.000006447508,0.00004320307,0.00003856165,0.000470048],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864525,0.0006770401,0.000054636443,0.000120220415,0.00028940657,0.00021340826],"domain_scores_gemma":[0.9905812,0.00641303,0.001007923,0.00077848305,0.0010274311,0.00019196341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009437537,0.0008477172,0.00063852104,0.0003653348,0.00029727406,0.0006781498,0.00039470993,0.0006701982,0.001499695],"category_scores_gemma":[0.0074209194,0.0003902847,0.0003431462,0.00044095988,0.0005966992,0.00066006585,0.0004832568,0.00043697728,0.0006931145],"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":[0.005948495,0.00028258207,0.03632996,0.000510707,0.00031096613,0.0021974589,0.00039734715,0.5196182,0.34664866,0.0023154474,0.0005846769,0.08485553],"study_design_scores_gemma":[0.00033819248,0.0054591885,0.053423688,0.00011026133,0.0007754222,0.006472914,0.00041874975,0.5621254,0.36575663,0.0031997503,0.0016930479,0.00022681427],"about_ca_topic_score_codex":0.00047277508,"about_ca_topic_score_gemma":0.00045573406,"teacher_disagreement_score":0.001499695,"about_ca_system_score_codex":0.0002888693,"about_ca_system_score_gemma":0.00023630269,"threshold_uncertainty_score":0.005016923},"labels":[],"label_agreement":null}]}