{"meta":{"query_hash":"67d2c5ae45e7","filters":{"venue":"IEEE Vehicular Technology Conference"},"cohort_total":99,"direct_labels_cover":0,"predictions_cover":99,"exported":99,"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/67d2c5ae45e7","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Vehicular+Technology+Conference"},"results":[{"id":"W1992604414","doi":"10.1109/vtcf.2006.101","title":"Spectral Efficiency and User Diversity Gains Through Cooperative Fixed Relays","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Relay; Computer science; Computer network; Software deployment; Wireless; Incentive; Cooperative diversity; Wireless network; Computer security; Diversity (politics); Telecommunications","score_opus":0.03402347925261589,"score_gpt":0.2591022634570504,"score_spread":0.2250787842044345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992604414","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":[0.5658654,0.002040013,0.363269,0.00061696937,0.00005695213,0.000051689654,0.000095031035,0.00033970026,0.06766533],"genre_scores_gemma":[0.99222493,0.00024949544,0.0060711266,0.000027135202,0.00001231179,0.000013140511,0.0000098949895,0.000011100754,0.0013808071],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993099,0.00023649792,0.000012706541,0.00008463449,0.00019768623,0.00015864277],"domain_scores_gemma":[0.9979634,0.0013732587,0.00014291564,0.00026342977,0.00020197072,0.00005499877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091425295,0.00065057154,0.00042008838,0.0005958266,0.00037641195,0.0011031586,0.00070295075,0.0007536537,0.002158229],"category_scores_gemma":[0.0037750674,0.00024804982,0.00031789922,0.00087060506,0.0015442338,0.0009297928,0.00087093696,0.00045704746,0.0003705489],"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":[0.0015375607,0.00021107927,0.0024678502,0.00017516792,0.0001454179,0.00064450304,0.00069966674,0.58814424,0.06924971,0.23085593,0.0018469909,0.10402191],"study_design_scores_gemma":[0.0001894082,0.0005988826,0.0023621637,0.00006217368,0.00012179565,0.0008973213,0.00027952224,0.839078,0.035364863,0.11650196,0.0044676154,0.00007623122],"about_ca_topic_score_codex":0.00083535333,"about_ca_topic_score_gemma":0.0007765264,"teacher_disagreement_score":0.002158229,"about_ca_system_score_codex":0.0008999389,"about_ca_system_score_gemma":0.0005201996,"threshold_uncertainty_score":0.00721997},"labels":[],"label_agreement":null},{"id":"W1994029329","doi":"10.1109/vtcf.2006.62","title":"Comparison of Expected Performance on B3G Spread Spectrum Mobile Radio Links at 1.9 and 5.8 GHz Based on Propagation Measurements","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","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":"Communications Research Centre Canada; Carleton University","funders":"","keywords":"Interference (communication); Channel (broadcasting); Computer science; Radio spectrum; Spread spectrum; Electronic engineering; Frequency band; Telecommunications; Binary number; Co-channel interference; Noise (video); Radio channel; Engineering; Mathematics; Bandwidth (computing); Artificial intelligence","score_opus":0.04086167826778904,"score_gpt":0.292435728255865,"score_spread":0.251574049988076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994029329","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":[0.96200734,0.0002318383,0.033402707,0.00009886872,0.000017725357,0.000043416425,0.00035661558,0.0007847687,0.0030566824],"genre_scores_gemma":[0.9951727,0.00009318329,0.0038335167,0.000026078815,0.00000609105,0.000025777274,0.00030286785,0.000038456186,0.0005013856],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9991978,0.00020909563,0.000031202537,0.00010467846,0.00026223215,0.00019490544],"domain_scores_gemma":[0.99598676,0.0024754386,0.00031272887,0.00024482896,0.00086899253,0.00011120573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011459471,0.0006182993,0.00034906837,0.0008565134,0.00043031544,0.00055925734,0.00044568977,0.00078778306,0.0013156859],"category_scores_gemma":[0.004489827,0.00013713687,0.00021727495,0.0005040056,0.00039630476,0.0007318206,0.00039741764,0.0003840145,0.0004835148],"study_design_candidate":"observational","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":[0.008656303,0.00053472386,0.0896064,0.00079459633,0.0003832448,0.0011993208,0.00065684185,0.4250077,0.33533257,0.0039268043,0.0014879925,0.13241352],"study_design_scores_gemma":[0.00020499768,0.0075392113,0.13375229,0.0001230328,0.00033805528,0.001820573,0.0005322978,0.42762592,0.42407054,0.0014106958,0.002400876,0.00018154462],"about_ca_topic_score_codex":0.0014827147,"about_ca_topic_score_gemma":0.0015989153,"teacher_disagreement_score":0.0014827147,"about_ca_system_score_codex":0.00046853634,"about_ca_system_score_gemma":0.00023302228,"threshold_uncertainty_score":0.0060604215},"labels":[],"label_agreement":null},{"id":"W2000477931","doi":"10.1109/vetecf.2007.264","title":"Improved Estimation of the Ricean K Factor from I/Q Samples","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"Defence Research and Development Canada","keywords":"Estimator; Fading; Robustness (evolution); Computer science; Maximum likelihood; Wireless; Statistics; Algorithm; Channel (broadcasting); Estimation theory; Mathematics; Telecommunications","score_opus":0.01604932722109629,"score_gpt":0.24563435659318172,"score_spread":0.22958502937208544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000477931","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":[0.017644323,0.00026745847,0.9811428,0.00007242541,0.000019607829,0.000012688207,0.000056472247,0.00027308936,0.00051111635],"genre_scores_gemma":[0.3981688,0.0012406561,0.5979986,0.00017188776,0.00012725561,0.00005750275,0.00039023883,0.00019982789,0.0016451594],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992052,0.00019659281,0.000059787828,0.00015857292,0.00031501483,0.00006480037],"domain_scores_gemma":[0.9971738,0.00149419,0.0003543858,0.0004887819,0.00044979368,0.00003909609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013972771,0.0007989248,0.00088874105,0.0007652237,0.0002629042,0.00080967834,0.00065731973,0.00059971615,0.00093235256],"category_scores_gemma":[0.01179685,0.00047425422,0.00053924316,0.00085737073,0.00086400745,0.0022160301,0.0008410709,0.00095968647,0.00072702183],"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":[0.00075704674,0.00013040077,0.008033228,0.00049431174,0.0001970428,0.00036177677,0.0003968005,0.429935,0.103979915,0.042108543,0.0026035449,0.41100243],"study_design_scores_gemma":[0.000036574176,0.00013858851,0.0040499913,0.000051871903,0.000050209943,0.00045426644,0.00004792373,0.9434104,0.036726285,0.011382869,0.003541262,0.000109735454],"about_ca_topic_score_codex":0.0012458966,"about_ca_topic_score_gemma":0.0016950084,"teacher_disagreement_score":0.0013972771,"about_ca_system_score_codex":0.00042736594,"about_ca_system_score_gemma":0.00096016534,"threshold_uncertainty_score":0.007389605},"labels":[],"label_agreement":null},{"id":"W2019472502","doi":"10.1109/vtcf.2006.537","title":"Scatternet Formation for IEEE 802.15.3 WPANs","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":2,"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 British Columbia","funders":"","keywords":"Computer science; Scatternet; Computer network; Greedy algorithm; Distributed computing; Set (abstract data type); Cluster analysis; Network topology; Wireless network; Wireless; Throughput; Algorithm; Bluetooth","score_opus":0.01972503211535659,"score_gpt":0.23747456259737068,"score_spread":0.2177495304820141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019472502","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":[0.030698195,0.00014023071,0.96780205,0.00007931662,0.00003984621,0.000022121525,0.000017679795,0.00013173406,0.0010687655],"genre_scores_gemma":[0.8304753,0.00031187444,0.16685514,0.000062504754,0.00003505651,0.00010084578,0.000114830385,0.00003957917,0.002004949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959475,0.00017303115,0.000018435949,0.00006768331,0.00011305802,0.000033006003],"domain_scores_gemma":[0.99929965,0.00031228122,0.00011611129,0.00013609718,0.000103681836,0.000032201213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000636308,0.0003486498,0.00039557272,0.00025772245,0.00051920733,0.0004537031,0.0004139314,0.0003418641,0.00060721615],"category_scores_gemma":[0.0019454012,0.00021125135,0.00031353574,0.00037711143,0.00051465875,0.0008233426,0.0009405468,0.0003994478,0.00017079491],"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":[0.00008489037,0.000027160215,0.0010586942,0.00005315451,0.000041223666,0.00012773121,0.00014454544,0.8972054,0.0127051715,0.035702836,0.00080897816,0.052040294],"study_design_scores_gemma":[0.000011333958,0.000073087744,0.00034983823,0.0000057744396,0.000008486905,0.000115507966,0.000039721694,0.97617537,0.003564996,0.017287804,0.002360467,0.000007659788],"about_ca_topic_score_codex":0.0012547737,"about_ca_topic_score_gemma":0.0013827216,"teacher_disagreement_score":0.0012547737,"about_ca_system_score_codex":0.00043893946,"about_ca_system_score_gemma":0.00051103596,"threshold_uncertainty_score":0.003365159},"labels":[],"label_agreement":null},{"id":"W2022496455","doi":"10.1109/vtcf.2006.104","title":"Closed-Form BER Analysis for Antenna Selection Using Orthogonal Space-Time Block Codes","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"University of Alberta","funders":"","keywords":"Block code; MIMO; Rayleigh fading; Antenna (radio); Bit error rate; Transmission (telecommunications); Mathematics; Computer science; Phase-shift keying; Algorithm; Channel (broadcasting); Topology (electrical circuits); Telecommunications; Fading; Decoding methods; Combinatorics","score_opus":0.013320050365193742,"score_gpt":0.2445169106153467,"score_spread":0.23119686025015296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022496455","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":[0.037105594,0.0040626,0.93582946,0.0006593392,0.00013343873,0.00007630058,0.00034856264,0.0006665132,0.02111817],"genre_scores_gemma":[0.82795864,0.005738575,0.1497824,0.00060562004,0.00025824117,0.00024488752,0.0007213725,0.00034764735,0.0143426815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974183,0.00084065914,0.00007407447,0.00021007241,0.0011180182,0.00033891667],"domain_scores_gemma":[0.99190265,0.005448614,0.00057985616,0.0005596131,0.0014373492,0.00007190489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029337048,0.0014866394,0.0014754828,0.0011740575,0.00061481056,0.0017318734,0.00094196195,0.0010368639,0.0052338713],"category_scores_gemma":[0.013586795,0.00047548837,0.00046972095,0.0013232506,0.0013809287,0.0028457632,0.001261863,0.0011989647,0.0017649654],"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":[0.00016884835,0.00008631286,0.0010488778,0.0004545274,0.0001021838,0.00019484638,0.00022630031,0.83068526,0.009106168,0.10371508,0.0041890806,0.050022535],"study_design_scores_gemma":[0.00001278244,0.000052933665,0.00056672,0.00009287312,0.000031494663,0.00020640911,0.000059226604,0.9650024,0.0032294272,0.028476944,0.002240054,0.000028695285],"about_ca_topic_score_codex":0.002629711,"about_ca_topic_score_gemma":0.0040239817,"teacher_disagreement_score":0.0052338713,"about_ca_system_score_codex":0.0023499785,"about_ca_system_score_gemma":0.0016583194,"threshold_uncertainty_score":0.017509103},"labels":[],"label_agreement":null},{"id":"W2032906529","doi":"10.1109/vetecf.2007.374","title":"A Novel Subcarrier Allocation Algorithm for Multiuser OFDM System With Fairness: User's Perspective","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subcarrier; Computer science; Telecommunications link; Orthogonal frequency-division multiplexing; Base station; Bit error rate; Max-min fairness; Resource allocation; Channel (broadcasting); Transmitter power output; Transmission (telecommunications); Multiuser detection; Algorithm; Fairness measure; Computer network; Mathematical optimization; Real-time computing; Wireless; Transmitter; Telecommunications; Code division multiple access; Mathematics; Throughput","score_opus":0.008065143597554437,"score_gpt":0.2213579867546369,"score_spread":0.21329284315708244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032906529","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":[0.006929637,0.00016923837,0.9914791,0.00010196199,0.00004096713,0.000032769734,0.000008789156,0.000098753524,0.0011388853],"genre_scores_gemma":[0.46581012,0.00022721295,0.5308258,0.00013720726,0.00012084803,0.00013763948,0.00003279658,0.00004871632,0.0026597155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927,0.00025072863,0.000040142637,0.00012559544,0.0002065825,0.00010700192],"domain_scores_gemma":[0.99927956,0.00034150312,0.00005682401,0.00008647629,0.00019319638,0.0000424405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013618752,0.0005265293,0.0010087976,0.00035302693,0.0008861505,0.0009414249,0.0011386333,0.0010861766,0.0015885367],"category_scores_gemma":[0.0028522618,0.0002157319,0.0003178274,0.00055555673,0.000652754,0.001207314,0.00071919156,0.00080230105,0.00043849452],"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":[0.00039315285,0.00014500596,0.0012069723,0.00012034712,0.000069065194,0.00018980353,0.0002701491,0.5740507,0.018764336,0.07174019,0.003008087,0.33004212],"study_design_scores_gemma":[0.000024860374,0.00005676515,0.000077128774,0.0000038711078,0.0000070172287,0.00009364491,0.000010867895,0.99110913,0.001748424,0.0055094175,0.0013496677,0.000009290796],"about_ca_topic_score_codex":0.0015504366,"about_ca_topic_score_gemma":0.001632698,"teacher_disagreement_score":0.0015885367,"about_ca_system_score_codex":0.0007311755,"about_ca_system_score_gemma":0.00143242,"threshold_uncertainty_score":0.007202387},"labels":[],"label_agreement":null},{"id":"W2043038419","doi":"10.1109/vtcf.2006.368","title":"Group-Based Linear Parallel Interference Cancellation for DS-CDMA Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Single antenna interference cancellation; Computer science; Interference (communication); Code division multiple access; Multiuser detection; Bandwidth (computing); Computational complexity theory; Electronic engineering; Convergence (economics); Wireless; Telecommunications; Algorithm; Engineering; Channel (broadcasting)","score_opus":0.030211066258900406,"score_gpt":0.2765987573059574,"score_spread":0.246387691047057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043038419","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007920454,0.00050628476,0.9881368,0.00011623712,0.00004977902,0.000030426521,0.00001805943,0.00017136551,0.00305051],"genre_scores_gemma":[0.6288846,0.0019705754,0.35832813,0.00017144109,0.00017854547,0.00019110448,0.00012592193,0.000052306477,0.010097316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997396,0.00006863544,0.000008131587,0.00002350728,0.00014419192,0.0000159671],"domain_scores_gemma":[0.9997255,0.00014353519,0.00002782862,0.000026754125,0.000068234796,0.000007976813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033339002,0.00033775927,0.00027088303,0.00025277506,0.00041954752,0.0004926179,0.0003555313,0.00055180845,0.0028901321],"category_scores_gemma":[0.0012765907,0.00016712556,0.00024016634,0.00040283415,0.00036315518,0.00043720353,0.00034141983,0.0005790011,0.00072594045],"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":[0.00023894417,0.00009732897,0.00085553207,0.00043107232,0.000059402235,0.00026739648,0.00021465316,0.5678579,0.05156035,0.09558171,0.0052926936,0.27754295],"study_design_scores_gemma":[0.000015889425,0.00007824944,0.00015313587,0.000011385699,0.000011384145,0.00007824586,0.000016814187,0.98027164,0.0049138684,0.009801144,0.0046365215,0.000011635134],"about_ca_topic_score_codex":0.0023972564,"about_ca_topic_score_gemma":0.0039478643,"teacher_disagreement_score":0.0028901321,"about_ca_system_score_codex":0.0004869869,"about_ca_system_score_gemma":0.0006973628,"threshold_uncertainty_score":0.009668469},"labels":[],"label_agreement":null},{"id":"W2095828264","doi":"10.1109/vetecf.2007.212","title":"A Novel Chase Based Multiuser Detector for MIMO-CDMA Systems","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","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":"Concordia University","funders":"","keywords":"Detector; MIMO; Chase; Computer science; Scheme (mathematics); Multiuser detection; Code division multiple access; Electronic engineering; Algorithm; Telecommunications; Mathematics; Engineering; Channel (broadcasting)","score_opus":0.04757267466193022,"score_gpt":0.30327286938415976,"score_spread":0.25570019472222955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095828264","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":[0.0045760227,0.000767965,0.99250174,0.00013703157,0.00012301694,0.000035718844,0.000025700394,0.00024145163,0.0015913468],"genre_scores_gemma":[0.25259992,0.0014282931,0.73825383,0.0007981965,0.00032676032,0.00014236674,0.0001309689,0.000038423903,0.0062812185],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940705,0.00014111219,0.000024846711,0.00008434578,0.00030089146,0.000041606367],"domain_scores_gemma":[0.99944204,0.0002413236,0.000045550623,0.000065658605,0.00015886058,0.000046692414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055778836,0.00045497835,0.0005545188,0.00056286604,0.0003765467,0.0006699855,0.0006477707,0.0011265229,0.0011574306],"category_scores_gemma":[0.0012180953,0.00033611158,0.00033714416,0.0005430052,0.00045399272,0.0007832234,0.0008192499,0.0011015733,0.0007738309],"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":[0.00055150833,0.00027672705,0.0021594607,0.0004900564,0.00027627387,0.0008006099,0.00018928335,0.062220138,0.33599067,0.0984065,0.008099047,0.49053973],"study_design_scores_gemma":[0.000097651835,0.00061481784,0.00065353874,0.00003738951,0.00006227679,0.001645589,0.000020370962,0.88736486,0.069697365,0.010678661,0.029032925,0.00009453031],"about_ca_topic_score_codex":0.00031768472,"about_ca_topic_score_gemma":0.0007603068,"teacher_disagreement_score":0.0011574306,"about_ca_system_score_codex":0.0002872446,"about_ca_system_score_gemma":0.00061921275,"threshold_uncertainty_score":0.0038719773},"labels":[],"label_agreement":null},{"id":"W2095962667","doi":"10.1109/vetecf.2007.293","title":"OFDM with Cyclic-Pilot Time Diversity","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Simon Fraser University","funders":"","keywords":"Orthogonal frequency-division multiplexing; Computer science; Overhead (engineering); Transceiver; Maximization; Wireless; Channel (broadcasting); Electronic engineering; Bandwidth (computing); Multiplexing; Real-time computing; Telecommunications; Engineering; Mathematics; Mathematical optimization","score_opus":0.0127680840939125,"score_gpt":0.2177751983331227,"score_spread":0.2050071142392102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095962667","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019592397,0.00037481103,0.97678864,0.0001264684,0.000053652784,0.00003401479,0.000029967545,0.00018871701,0.0028113658],"genre_scores_gemma":[0.51392543,0.0005612747,0.482235,0.00021739096,0.00016914673,0.00012724784,0.000101217345,0.000021679498,0.0026415447],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972194,0.00007869974,0.000015308276,0.000034596607,0.00011756224,0.00003197214],"domain_scores_gemma":[0.99964905,0.00010938465,0.00006222127,0.00006194767,0.000100306665,0.000017067141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136287,0.00036611513,0.00025372472,0.00023155987,0.00023883209,0.00032867512,0.0004456753,0.00037225566,0.000918836],"category_scores_gemma":[0.0010032328,0.0001522383,0.00024118977,0.00037531173,0.00028466393,0.00042155638,0.00048046204,0.0002935883,0.0005065],"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":[0.00043042755,0.00017991244,0.0021805041,0.00041360388,0.00014907798,0.0008107476,0.00022220904,0.13713963,0.2012506,0.09511373,0.0043662265,0.55774325],"study_design_scores_gemma":[0.00008111741,0.0007755718,0.00097158796,0.000044866858,0.000083270956,0.002254014,0.000029686644,0.8914149,0.067100994,0.016391492,0.020804673,0.000047833633],"about_ca_topic_score_codex":0.00018269189,"about_ca_topic_score_gemma":0.00050279155,"teacher_disagreement_score":0.000918836,"about_ca_system_score_codex":0.00017900698,"about_ca_system_score_gemma":0.0004443664,"threshold_uncertainty_score":0.0030738115},"labels":[],"label_agreement":null},{"id":"W2096121093","doi":"10.1109/vtcf.2006.331","title":"Optimization of Predetection Switched Combining in Correlated Rician Fading","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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 Alberta","funders":"","keywords":"Rician fading; Fading; Monte Carlo method; Fading distribution; Outage probability; Computer science; Bit error rate; Algorithm; Statistics; Mathematics; Electronic engineering; Rayleigh fading; Engineering","score_opus":0.008475695317213741,"score_gpt":0.21524818996336798,"score_spread":0.20677249464615424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096121093","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":[0.58841664,0.0010127651,0.39452899,0.00047317494,0.000040271432,0.000056032568,0.00014772853,0.0003802566,0.01494415],"genre_scores_gemma":[0.9864867,0.00022205453,0.012259602,0.00003453952,0.00001310991,0.000018304532,0.00003883864,0.000013039087,0.00091401814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936134,0.00018276725,0.000025874071,0.000086719665,0.000184303,0.00015903845],"domain_scores_gemma":[0.9987675,0.0006826302,0.00022678386,0.00006936757,0.00018364098,0.000070076436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008543509,0.0010342667,0.0005836444,0.00039186596,0.0002860007,0.0012722295,0.00061725185,0.0004963673,0.0009118445],"category_scores_gemma":[0.0018244991,0.00037302315,0.00034818478,0.0010012629,0.00066881644,0.00071955455,0.0007425025,0.00037171133,0.00013459034],"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":[0.00042182105,0.000055746743,0.0013343324,0.000069018475,0.00007071426,0.00016785372,0.000056604702,0.9428997,0.020232275,0.00776932,0.0003731301,0.026549462],"study_design_scores_gemma":[0.000035311456,0.00022140935,0.0007470414,0.0000093727695,0.00004137519,0.00005710598,0.000027031145,0.9870833,0.0077605755,0.0036327187,0.0003686999,0.00001608438],"about_ca_topic_score_codex":0.0015788345,"about_ca_topic_score_gemma":0.0018247328,"teacher_disagreement_score":0.0015788345,"about_ca_system_score_codex":0.0012221572,"about_ca_system_score_gemma":0.0009173003,"threshold_uncertainty_score":0.008867443},"labels":[],"label_agreement":null},{"id":"W2096946845","doi":"10.1109/vtcf.2006.290","title":"A Frequency Domain Equalizer with Iterative Interference Cancellation for Single Carrier Modulation Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Communications Research Centre Canada","funders":"","keywords":"Cyclic prefix; Single antenna interference cancellation; Orthogonal frequency-division multiplexing; Computer science; Equalization (audio); Interference (communication); Frequency domain; Electronic engineering; Modulation (music); SC-FDE; Multiplexing; Block (permutation group theory); Telecommunications; Channel (broadcasting); Engineering; Physics; Mathematics; Acoustics","score_opus":0.015500160813653598,"score_gpt":0.23438589974383597,"score_spread":0.21888573893018237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096946845","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":[0.010287929,0.00040508018,0.9859385,0.00010174497,0.000066217006,0.000036136888,0.000020123567,0.00029726597,0.0028470133],"genre_scores_gemma":[0.5056089,0.0008782663,0.4858211,0.0001741308,0.00013686034,0.00010267448,0.00011245796,0.000042002117,0.007123451],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996712,0.00006001765,0.000015599546,0.000046482637,0.00017549911,0.00003115175],"domain_scores_gemma":[0.9997358,0.00010572391,0.0000232162,0.000030339905,0.00009805476,0.000006851128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038490217,0.0004075199,0.00039194312,0.0003263667,0.00035179814,0.0005434541,0.0004610258,0.0006931495,0.0020325186],"category_scores_gemma":[0.0009706061,0.00016795243,0.0003137603,0.0003587657,0.000252275,0.00073359103,0.00028298082,0.0006298522,0.0006784956],"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":[0.00045958915,0.00012607974,0.0013183056,0.00027151406,0.00015353263,0.00046753974,0.00015631597,0.29246992,0.22929215,0.056596585,0.0032898006,0.41539875],"study_design_scores_gemma":[0.000034804638,0.00021859605,0.00051373895,0.000020758198,0.000037243903,0.00047116278,0.000016215634,0.9362529,0.050990492,0.0033125037,0.008106488,0.000025067526],"about_ca_topic_score_codex":0.0009152178,"about_ca_topic_score_gemma":0.0012772785,"teacher_disagreement_score":0.0020325186,"about_ca_system_score_codex":0.0003258447,"about_ca_system_score_gemma":0.0006778496,"threshold_uncertainty_score":0.0067994595},"labels":[],"label_agreement":null},{"id":"W2097156126","doi":"10.1109/vtcf.2006.543","title":"Connectivity and Bit Error Rate Analysis of Mobile Ad Hoc Wireless Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":11,"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 Alberta","funders":"","keywords":"Computer network; Computer science; Wireless ad hoc network; Mobile ad hoc network; Rician fading; Node (physics); Mobility model; Wireless network; Bit error rate; Fading; Wireless; Telecommunications; Network packet; Channel (broadcasting); Engineering","score_opus":0.008967757391422646,"score_gpt":0.22656222803919726,"score_spread":0.21759447064777462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097156126","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":[0.061954178,0.019235604,0.90204644,0.0009669938,0.00019296505,0.00007479318,0.00021799614,0.00043230265,0.014878778],"genre_scores_gemma":[0.92820436,0.015518507,0.050560407,0.00021396503,0.0005824399,0.00020964895,0.00035611916,0.00014743615,0.004206994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983419,0.0006339637,0.00006297964,0.00014455018,0.00068392995,0.00013262406],"domain_scores_gemma":[0.9953751,0.0032091697,0.00043102118,0.00022416216,0.0007087911,0.000051832878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010097619,0.0010049437,0.00061859575,0.002135767,0.0003346427,0.0010877879,0.0009113107,0.0009228996,0.001316564],"category_scores_gemma":[0.010024128,0.00031603925,0.00040013454,0.0019288549,0.0008399948,0.0019041316,0.00053121743,0.00087882916,0.0004631483],"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":[0.000102638754,0.000047194266,0.0018168896,0.00030224194,0.0000805186,0.0004917364,0.00022484825,0.8383638,0.006403755,0.10744247,0.0021463,0.042577613],"study_design_scores_gemma":[0.0000037221764,0.000053741707,0.0009096376,0.000036187404,0.00001711029,0.00026677817,0.00002844825,0.97196907,0.0009217669,0.024073243,0.001705721,0.000014507611],"about_ca_topic_score_codex":0.0016765242,"about_ca_topic_score_gemma":0.0005717965,"teacher_disagreement_score":0.002135767,"about_ca_system_score_codex":0.00071638805,"about_ca_system_score_gemma":0.00028558544,"threshold_uncertainty_score":0.0053402185},"labels":[],"label_agreement":null},{"id":"W2098158501","doi":"10.1109/vetecf.2007.251","title":"On the Power Allocation for Cooperative Amplify-and-Forward Transmission","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Transmission (telecommunications); Power (physics); Bit error rate; Transmitter power output; Constraint (computer-aided design); Mathematical optimization; Computer network; Telecommunications; Engineering; Mathematics; Transmitter; Channel (broadcasting)","score_opus":0.03131498107798833,"score_gpt":0.2815158993711569,"score_spread":0.2502009182931686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098158501","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":[0.010334872,0.0022695893,0.9762431,0.00025938574,0.00008333557,0.000035840338,0.000016808623,0.000047629124,0.010709545],"genre_scores_gemma":[0.83985704,0.0065626246,0.14027718,0.0002443285,0.00033638612,0.00015715451,0.000040095594,0.00008119091,0.012444105],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994597,0.0002245321,0.000017835217,0.00007538706,0.00018090365,0.000041673324],"domain_scores_gemma":[0.9993493,0.00044909617,0.000050095303,0.000031190903,0.00010944649,0.000010756429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008231916,0.0006755898,0.00051860814,0.00034707834,0.0004381318,0.00081260584,0.00066863897,0.00060602487,0.0018710963],"category_scores_gemma":[0.002347095,0.00035139488,0.00027953536,0.0005953154,0.00076600694,0.0010428012,0.00044354747,0.0005615625,0.00043865465],"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":[0.00012350969,0.00006154697,0.0004259083,0.00028558052,0.000038805938,0.00028204726,0.00023590487,0.6174287,0.013939499,0.27838972,0.0031711138,0.08561763],"study_design_scores_gemma":[0.000008626029,0.000053235966,0.000115872666,0.000022105198,0.00001410715,0.00012555257,0.000033227152,0.95297736,0.0016273988,0.0420095,0.0030010103,0.000012120991],"about_ca_topic_score_codex":0.0011611156,"about_ca_topic_score_gemma":0.0010536631,"teacher_disagreement_score":0.0018710963,"about_ca_system_score_codex":0.00078009756,"about_ca_system_score_gemma":0.0005503868,"threshold_uncertainty_score":0.006259501},"labels":[],"label_agreement":null},{"id":"W2098196548","doi":"10.1109/vetecf.2007.75","title":"Performance Evaluation of A Multiuser Detection Based MAC Design for Ad Hoc Networks","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Code division multiple access; Wireless ad hoc network; Multiuser detection; Bandwidth (computing); Computer network; Key (lock); Interference (communication); Electronic engineering; Wireless; Telecommunications; Engineering; Computer security; Channel (broadcasting)","score_opus":0.07306106984243083,"score_gpt":0.31906609126783464,"score_spread":0.2460050214254038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098196548","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":[0.38006437,0.0025697984,0.6073248,0.00026344197,0.00018070618,0.0005322953,0.00009422409,0.0008454534,0.008124973],"genre_scores_gemma":[0.87079304,0.00043377466,0.12652461,0.000088972585,0.00006415547,0.00020467333,0.00008057035,0.000052607033,0.001757644],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9957932,0.0018395769,0.00019580456,0.00028162185,0.0016896264,0.00020027654],"domain_scores_gemma":[0.99364233,0.0032205044,0.000492083,0.0004993774,0.0020014779,0.00014420792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004189855,0.0008410513,0.0006052941,0.0010983623,0.00039911928,0.00094962283,0.0007900056,0.0008532851,0.00088531716],"category_scores_gemma":[0.00904371,0.00024770643,0.0002754742,0.00051043933,0.00037208284,0.0007691057,0.00040866132,0.00046692663,0.00027716393],"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":[0.0026126283,0.0008023387,0.0070869448,0.00077596796,0.00042283547,0.00021436812,0.00027602867,0.5801104,0.15088579,0.01097215,0.0014037458,0.24443693],"study_design_scores_gemma":[0.00008235554,0.0037216742,0.0018343852,0.00002689803,0.00012940625,0.00030776678,0.000031071366,0.9459714,0.04464724,0.00095385447,0.0022594458,0.000034508248],"about_ca_topic_score_codex":0.0006075111,"about_ca_topic_score_gemma":0.00050431886,"teacher_disagreement_score":0.004189855,"about_ca_system_score_codex":0.0011045228,"about_ca_system_score_gemma":0.0006596561,"threshold_uncertainty_score":0.022158325},"labels":[],"label_agreement":null},{"id":"W2098807347","doi":"10.1109/vtcf.2006.336","title":"Further Results on the Performance of Minimum Variance Channel Estimation Algorithms for MC-CDMA Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Estimator; Code division multiple access; Variance (accounting); Channel (broadcasting); Algorithm; Minimum-variance unbiased estimator; Computer science; Cramér–Rao bound; Upper and lower bounds; Code (set theory); Minimum mean square error; Mean squared error; Noise (video); Delta method; Statistics; Mathematics; Estimation theory; Telecommunications; Artificial intelligence","score_opus":0.03612381165958559,"score_gpt":0.2705795493229147,"score_spread":0.23445573766332914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098807347","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":[0.025492992,0.006003695,0.95776296,0.00041659892,0.00012908477,0.00006216236,0.0001297734,0.00053860823,0.009464154],"genre_scores_gemma":[0.6707799,0.009480463,0.3093009,0.00046113099,0.00062817754,0.00022492287,0.00054284453,0.00047803082,0.008103593],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971795,0.0008533033,0.00013327975,0.00031953407,0.001152283,0.00036212077],"domain_scores_gemma":[0.97531474,0.019540261,0.0010067212,0.0014620284,0.0025235482,0.00015261862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036894528,0.0018559484,0.0015508425,0.0015409405,0.0008076606,0.00209023,0.00089464674,0.0012779874,0.0038253432],"category_scores_gemma":[0.04721819,0.00052351516,0.00084408757,0.0018982213,0.0012678191,0.0024366723,0.0014580521,0.0018750393,0.0009941823],"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":[0.00036550802,0.00012605048,0.0014789345,0.00050296815,0.00016172211,0.0001455447,0.0002174035,0.76892227,0.013346816,0.07813257,0.002022806,0.1345775],"study_design_scores_gemma":[0.0000141203955,0.00010020431,0.0008394014,0.00009305641,0.000043194854,0.00020675496,0.000034006454,0.9668646,0.010238242,0.01989665,0.001631163,0.000038641487],"about_ca_topic_score_codex":0.00247994,"about_ca_topic_score_gemma":0.0016239277,"teacher_disagreement_score":0.0038253432,"about_ca_system_score_codex":0.0010680401,"about_ca_system_score_gemma":0.0013269476,"threshold_uncertainty_score":0.019511938},"labels":[],"label_agreement":null},{"id":"W2099076571","doi":"10.1109/vetecf.2007.284","title":"Optimal Training Signals and Detection for OFDM Under Colored Noise","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":2,"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 Saskatchewan","funders":"","keywords":"Orthogonal frequency-division multiplexing; Computer science; Frequency domain; Noise (video); Symbol (formal); Channel (broadcasting); Algorithm; Time domain; Computation; Signal-to-noise ratio (imaging); Computational complexity theory; Colors of noise; Multiplexing; Telecommunications; Artificial intelligence; Noise reduction; Computer vision; Image (mathematics)","score_opus":0.034940914487102584,"score_gpt":0.284661803202942,"score_spread":0.24972088871583942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099076571","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":[0.0019201771,0.000050476414,0.99757916,0.000041782452,0.0000099749095,0.0000070342935,0.000008356657,0.00003433327,0.0003487506],"genre_scores_gemma":[0.297022,0.0005438944,0.69945985,0.00015470758,0.00009581072,0.00019299318,0.00011536089,0.00007484167,0.002340564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989519,0.00044968716,0.00004017156,0.00017770576,0.00029284845,0.00008774367],"domain_scores_gemma":[0.99866366,0.0009700129,0.00011351057,0.000056887264,0.0001663134,0.000029622637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010958982,0.0010756447,0.0010257282,0.00045998284,0.00030822813,0.00075217744,0.00069071125,0.00080257136,0.0010584359],"category_scores_gemma":[0.0046972684,0.00047142303,0.00043630236,0.00059814006,0.0010101666,0.0010942509,0.0007178067,0.0009743706,0.00029088045],"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":[0.00015726592,0.00006445643,0.000251943,0.0001374812,0.000044767214,0.00009221648,0.000086773325,0.8037171,0.008501286,0.090787046,0.0012754829,0.09488416],"study_design_scores_gemma":[0.000010690436,0.00003099301,0.000036782585,0.0000066434986,0.0000053073786,0.000020276615,0.0000040868595,0.9873467,0.0019102657,0.010106624,0.0005137195,0.000007832569],"about_ca_topic_score_codex":0.0010178661,"about_ca_topic_score_gemma":0.0007999132,"teacher_disagreement_score":0.0010958982,"about_ca_system_score_codex":0.00060479005,"about_ca_system_score_gemma":0.0011200929,"threshold_uncertainty_score":0.0057957172},"labels":[],"label_agreement":null},{"id":"W2099593333","doi":"10.1109/vtcf.2006.579","title":"Using Antenna Array in Multipath Environment for Wireless Sensor Positioning","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Multilateration; Multipath propagation; Computer science; Wireless sensor network; MIMO; Angle of arrival; Node (physics); Cramér–Rao bound; Antenna array; Sensor array; Sensor node; Direction of arrival; Context (archaeology); Real-time computing; Antenna (radio); SIGNAL (programming language); Wireless; Key distribution in wireless sensor networks; Channel (broadcasting); Computer network; Wireless network; Telecommunications; Engineering; Estimation theory; Algorithm; Geography","score_opus":0.016893045550871913,"score_gpt":0.22166092371543997,"score_spread":0.20476787816456804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099593333","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009099225,0.0012340854,0.98756325,0.000119732525,0.000084886226,0.000008453518,0.000017831817,0.00035346102,0.001519124],"genre_scores_gemma":[0.37623724,0.004430133,0.6154615,0.0001397703,0.00024102826,0.00005446584,0.00010991432,0.00004326638,0.003282735],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963605,0.00014768547,0.000013166049,0.0000602494,0.00012407257,0.000018859044],"domain_scores_gemma":[0.9997907,0.00008580606,0.000028932476,0.000038396985,0.000049942566,0.0000061887918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023654818,0.0004800974,0.00031849046,0.00032218022,0.0001802585,0.000392842,0.00031860342,0.0006555192,0.0006729192],"category_scores_gemma":[0.00070617505,0.0001905439,0.00024166444,0.00068733055,0.0002827804,0.0006462658,0.00033584586,0.0004295746,0.00066673436],"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":[0.00019622422,0.00003437147,0.0021806932,0.00037892093,0.0001511579,0.00035129886,0.00015556195,0.25311852,0.22986346,0.032042213,0.0026774316,0.4788501],"study_design_scores_gemma":[0.000024535053,0.00028688528,0.0013650496,0.000035775895,0.000079507365,0.00094757456,0.00005354861,0.8815971,0.07392114,0.013197089,0.028422415,0.000069296395],"about_ca_topic_score_codex":0.00032817601,"about_ca_topic_score_gemma":0.00055263296,"teacher_disagreement_score":0.0006729192,"about_ca_system_score_codex":0.00018058244,"about_ca_system_score_gemma":0.00019107043,"threshold_uncertainty_score":0.0022510886},"labels":[],"label_agreement":null},{"id":"W2102501452","doi":"10.1109/vtcf.2006.310","title":"MAP-PSP for Space-Time Trellis Codes Over Unknown Doppler Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Trellis (graph); Channel (broadcasting); Algorithm; Computer science; Fading; Artificial intelligence; Decoding methods; Telecommunications","score_opus":0.009239148459315621,"score_gpt":0.22863316318286855,"score_spread":0.21939401472355294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102501452","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":[0.0053678355,0.00023180115,0.9919618,0.0000674448,0.000028773042,0.00003209436,0.00007076571,0.00039578538,0.0018437959],"genre_scores_gemma":[0.33596087,0.0010164209,0.653138,0.00018221857,0.00016121761,0.00022974475,0.0005200056,0.00013537359,0.008656212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999033,0.00027306084,0.00003610367,0.00014602004,0.00041152784,0.00010040492],"domain_scores_gemma":[0.9984151,0.00090024085,0.00014232771,0.0001981862,0.00030700275,0.000037159472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085486437,0.0009195265,0.00063276076,0.0005481374,0.00048316512,0.0011325895,0.0006789617,0.00078379235,0.0026359956],"category_scores_gemma":[0.0045297025,0.00032635426,0.0005941282,0.00093253114,0.00065736036,0.0012197607,0.0008914465,0.0009457767,0.0010380815],"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":[0.00022031898,0.000051057745,0.0008290657,0.00022305637,0.00007218709,0.00019642425,0.000115856725,0.6872499,0.008429765,0.05785036,0.0031631629,0.24159884],"study_design_scores_gemma":[0.000008293594,0.000056182194,0.0001241141,0.000012193316,0.000009795419,0.00009173638,0.000016760487,0.9808457,0.005112199,0.011789211,0.0019252104,0.000008728376],"about_ca_topic_score_codex":0.0035154868,"about_ca_topic_score_gemma":0.0040900777,"teacher_disagreement_score":0.0035154868,"about_ca_system_score_codex":0.0007430005,"about_ca_system_score_gemma":0.0019972685,"threshold_uncertainty_score":0.008818269},"labels":[],"label_agreement":null},{"id":"W2102839637","doi":"10.1109/vtcf.2006.489","title":"Wireless Indoor Positioning System with Enhanced Nearest Neighbors in Signal Space Algorithm","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Software deployment; k-nearest neighbors algorithm; Wireless; Algorithm; Signal strength; SIGNAL (programming language); Real-time computing; Indoor positioning system; System deployment; Wireless network; Artificial intelligence; Telecommunications","score_opus":0.0035130892501810014,"score_gpt":0.17360490851187324,"score_spread":0.17009181926169223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102839637","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":[0.013822339,0.0004060779,0.9821138,0.00011138648,0.00011434536,0.0000646373,0.00005752608,0.0011005226,0.0022094005],"genre_scores_gemma":[0.337278,0.00050998316,0.6555153,0.00016331564,0.00017768233,0.0001839441,0.00037065372,0.000054172528,0.0057469653],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867564,0.00038853282,0.00006940513,0.0001842375,0.00058627105,0.000095816984],"domain_scores_gemma":[0.9992217,0.00013782865,0.0000646861,0.00016313561,0.0003862604,0.000026327974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000753238,0.0004561474,0.00093286356,0.0006442767,0.0003904434,0.00056664826,0.0013320335,0.00083521806,0.0012770979],"category_scores_gemma":[0.0022507666,0.00019731424,0.00037748477,0.0010450613,0.00022848294,0.0012829902,0.001083262,0.00066643517,0.0011037204],"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":[0.0005973576,0.00018859822,0.0027663056,0.00016409453,0.00012658506,0.00027541295,0.0001805496,0.2174756,0.03214355,0.011934097,0.006884109,0.7272637],"study_design_scores_gemma":[0.000066377936,0.00019733755,0.00072315056,0.000010112748,0.000043291097,0.00038701427,0.00002205554,0.9760957,0.010044433,0.0017137864,0.010663548,0.00003326164],"about_ca_topic_score_codex":0.0021549924,"about_ca_topic_score_gemma":0.0023579975,"teacher_disagreement_score":0.0021549924,"about_ca_system_score_codex":0.0003005642,"about_ca_system_score_gemma":0.0004898578,"threshold_uncertainty_score":0.0042849183},"labels":[],"label_agreement":null},{"id":"W2103556919","doi":"10.1109/vtcf.2006.586","title":"Performance Analysis and Implementation of a New Position Location System Using DTV TxID Watermark","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","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":"Université Laval; Communications Research Centre Canada","funders":"","keywords":"Computer science; Synchronization (alternating current); Transmitter; Global Positioning System; Watermark; Digital television; Position (finance); Positioning system; Digital watermarking; Real-time computing; Digital Video Broadcasting; Electronic engineering; Computer hardware; Telecommunications; Computer vision; Engineering","score_opus":0.007274953324818901,"score_gpt":0.21984158593371728,"score_spread":0.21256663260889838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103556919","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":[0.35637772,0.00086811313,0.63468325,0.00022836731,0.00018376045,0.00009967319,0.000058971167,0.0026879134,0.004812238],"genre_scores_gemma":[0.9453898,0.0002590712,0.050919883,0.000051864965,0.000040042683,0.00003531861,0.000084193736,0.00003781167,0.0031820799],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932826,0.0001085552,0.000047908063,0.00010350658,0.0003277302,0.00008414857],"domain_scores_gemma":[0.99847025,0.0005700791,0.00025825363,0.00020932492,0.00044077047,0.000051294395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006374931,0.00046555264,0.00056869077,0.0005463491,0.00029163685,0.00073729677,0.0006332711,0.00072544045,0.0026148169],"category_scores_gemma":[0.0022104534,0.00018748826,0.00022747544,0.00029559276,0.0002934758,0.0013713731,0.00048097505,0.0003201905,0.00082738075],"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":[0.0029147854,0.0002684065,0.0072386246,0.00056052924,0.00025685568,0.0006548402,0.00039455233,0.13568896,0.47906104,0.00858112,0.0013992223,0.362981],"study_design_scores_gemma":[0.00012270696,0.0016515848,0.0022971209,0.000019799425,0.00011794786,0.0008014536,0.000043442516,0.7715437,0.21837601,0.00043683662,0.004545949,0.00004346004],"about_ca_topic_score_codex":0.0006428549,"about_ca_topic_score_gemma":0.00053730584,"teacher_disagreement_score":0.0026148169,"about_ca_system_score_codex":0.00041850336,"about_ca_system_score_gemma":0.00023236824,"threshold_uncertainty_score":0.008747458},"labels":[],"label_agreement":null},{"id":"W2104648947","doi":"10.1109/vtcf.2006.293","title":"Cooperative Source Coding for the Two-Terminal Gaussian CEO Problem","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Distributed Sensor Networks and Detection Algorithms","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":"Concordia University","funders":"","keywords":"Computer science; Fusion center; Upper and lower bounds; Encoder; Distributed source coding; Linear network coding; Gaussian; Coding (social sciences); ENCODE; Terminal (telecommunication); Transmission (telecommunications); Decoding methods; Algorithm; Theoretical computer science; Channel code; Computer network; Wireless; Mathematics; Telecommunications; Cognitive radio; Network packet; Statistics","score_opus":0.012897077183175107,"score_gpt":0.23828333628568052,"score_spread":0.22538625910250543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104648947","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":[0.025393318,0.00083999016,0.96808046,0.00091216376,0.000056489593,0.000052886648,0.00012821349,0.00011685744,0.004419547],"genre_scores_gemma":[0.9028964,0.0012442376,0.088822365,0.00037706847,0.00016279139,0.000288894,0.00030966796,0.00007516561,0.0058234325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982596,0.0007242472,0.00005909248,0.00027378445,0.00039737587,0.0002858748],"domain_scores_gemma":[0.9914547,0.0071093203,0.00047950674,0.00024748492,0.00052331877,0.00018565483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038544317,0.0012776204,0.001685323,0.0008513928,0.0005398096,0.0013095557,0.0016415775,0.0019726935,0.0018706778],"category_scores_gemma":[0.010878448,0.00050785654,0.00060607947,0.0014362753,0.0021149314,0.0022352918,0.0029128941,0.0020106244,0.0004482344],"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":[0.0003005347,0.00008789296,0.00053394237,0.0002874499,0.00006673726,0.00040544991,0.00037231503,0.74813443,0.002598121,0.21982862,0.0027794798,0.024605073],"study_design_scores_gemma":[0.000062493884,0.00004456094,0.000099785735,0.000026565978,0.000015021663,0.00007559259,0.000050245522,0.9260898,0.00063127937,0.0721931,0.00069128827,0.0000202922],"about_ca_topic_score_codex":0.0022428958,"about_ca_topic_score_gemma":0.0015218585,"teacher_disagreement_score":0.0038544317,"about_ca_system_score_codex":0.0016867403,"about_ca_system_score_gemma":0.0017860288,"threshold_uncertainty_score":0.02038449},"labels":[],"label_agreement":null},{"id":"W2104881833","doi":"10.1109/vtcf.2006.297","title":"A Simple Method for the Evaluation of the BER Performance of Space-Time SMI-MVDR DS/CDMA Receivers","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Radar Systems and Signal Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bit error rate; Algorithm; Sample matrix inversion; Code division multiple access; Computer science; Gaussian; Mathematics; Covariance matrix; Telecommunications; Decoding methods","score_opus":0.017985856670645898,"score_gpt":0.2524634130891907,"score_spread":0.23447755641854479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104881833","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":[0.00577144,0.00027979226,0.9916449,0.000029992847,0.000048925736,0.000044394117,0.00007735763,0.00062649907,0.0014767568],"genre_scores_gemma":[0.2041451,0.00058399566,0.79010963,0.00007709547,0.000060441525,0.00022197513,0.0002821695,0.0002649587,0.0042545847],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889684,0.00023811706,0.000048230482,0.000101902755,0.0006842785,0.000030678508],"domain_scores_gemma":[0.99865973,0.00043565838,0.00022013411,0.00026928523,0.000383328,0.00003182752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010538956,0.0011316484,0.0007053064,0.0014607481,0.0002825899,0.0005728225,0.0007963542,0.000863928,0.0027440288],"category_scores_gemma":[0.0038698544,0.00028859157,0.000332441,0.0007020078,0.0004504944,0.0011091549,0.0005553132,0.00084758434,0.0018215117],"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":[0.00036288876,0.00027773273,0.0028363762,0.00076689775,0.00019418645,0.00019877836,0.0002123039,0.22536452,0.35796735,0.052443855,0.0045731696,0.354802],"study_design_scores_gemma":[0.000030469359,0.00033336302,0.002235332,0.00003688024,0.00002947747,0.0005377311,0.00002544456,0.86749995,0.11294088,0.0061602243,0.010081011,0.00008930505],"about_ca_topic_score_codex":0.00044797963,"about_ca_topic_score_gemma":0.0006883059,"teacher_disagreement_score":0.0027440288,"about_ca_system_score_codex":0.0004071182,"about_ca_system_score_gemma":0.00032350095,"threshold_uncertainty_score":0.009179652},"labels":[],"label_agreement":null},{"id":"W2105474904","doi":"10.1109/vtcf.2006.275","title":"Opportunistic QoS Enhanced Scheduler for Real-Time Traffic in Wireless Communication Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Network Optimization","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Quality of service; Network packet; Network scheduler; Scheduling (production processes); Wireless; Provisioning; Throughput; Bandwidth (computing); Distributed computing; Real-time computing; Transmission delay; Processing delay; Telecommunications","score_opus":0.00936068934413427,"score_gpt":0.21549738514039862,"score_spread":0.20613669579626434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105474904","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":[0.17549585,0.001839024,0.8158462,0.0002617306,0.00038800534,0.00017776892,0.00009129708,0.0012231179,0.0046770102],"genre_scores_gemma":[0.95513004,0.00036000463,0.042510815,0.000088705674,0.000096788004,0.000055991015,0.000054850792,0.000029439982,0.0016733509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942017,0.00018718906,0.000032201962,0.00005227542,0.0002047511,0.000103392376],"domain_scores_gemma":[0.99882597,0.00043775828,0.00014074436,0.00014765152,0.00031857038,0.00012925136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011206272,0.0003864121,0.00038729943,0.0003977089,0.00037894523,0.0006071123,0.0009026105,0.00027852578,0.0007306555],"category_scores_gemma":[0.0021972414,0.00018453666,0.00020098769,0.00036833197,0.00030867278,0.0006488684,0.0003841474,0.0004320541,0.00016535357],"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":[0.0020233453,0.0005802623,0.007844875,0.00030867383,0.0001279446,0.00080664107,0.00032488327,0.66322196,0.07983711,0.044586442,0.0068794754,0.19345841],"study_design_scores_gemma":[0.000065569155,0.00018881008,0.0007063817,0.00000536031,0.000024559866,0.00013135203,0.000023211913,0.9882047,0.0046754084,0.0027188328,0.003239688,0.000016024753],"about_ca_topic_score_codex":0.0023663312,"about_ca_topic_score_gemma":0.003704378,"teacher_disagreement_score":0.0023663312,"about_ca_system_score_codex":0.00070399325,"about_ca_system_score_gemma":0.0015955034,"threshold_uncertainty_score":0.00592649},"labels":[],"label_agreement":null},{"id":"W2105986559","doi":"10.1109/vtcf.2006.410","title":"Capacity of SPRAS-MIMO System with MMSE Channel Estimation","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"MIMO; Channel (broadcasting); Minimum mean square error; Computer science; Channel state information; Bit error rate; Channel capacity; Precoding; Mutual information; Antenna (radio); Mean squared error; Control theory (sociology); Algorithm; Mathematics; Telecommunications; Statistics; Wireless","score_opus":0.008202636049450708,"score_gpt":0.18674549410392605,"score_spread":0.17854285805447534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105986559","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":[0.38432524,0.0027829322,0.57855755,0.0016447456,0.00014267077,0.000081313134,0.0015052096,0.0010456892,0.029914713],"genre_scores_gemma":[0.9906371,0.0005863061,0.0065362905,0.000090280955,0.00005279382,0.00008112097,0.00029005774,0.000035480654,0.0016904541],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977925,0.0006922888,0.000083270694,0.00023001578,0.00060708966,0.0005948594],"domain_scores_gemma":[0.993341,0.0042325146,0.0005438003,0.0005313866,0.0011695618,0.00018174095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001850744,0.0007815657,0.0014329276,0.0008524639,0.0006003032,0.0013230835,0.0009131739,0.0010541696,0.0033248065],"category_scores_gemma":[0.0056461743,0.00037732467,0.00043368587,0.0009632798,0.0013823358,0.0019926177,0.0018652279,0.00067502854,0.00069421186],"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":[0.00030273892,0.00003120477,0.00095672277,0.00018265199,0.000053834854,0.00027257428,0.00013230831,0.9523652,0.009382986,0.024624558,0.0016659377,0.010029324],"study_design_scores_gemma":[0.000011214566,0.000043307296,0.0005134751,0.000020452275,0.000014510901,0.00012858343,0.000046161924,0.98671603,0.0029775759,0.009139975,0.00036027774,0.00002851286],"about_ca_topic_score_codex":0.0037236041,"about_ca_topic_score_gemma":0.0020683962,"teacher_disagreement_score":0.0037236041,"about_ca_system_score_codex":0.0010789561,"about_ca_system_score_gemma":0.001701082,"threshold_uncertainty_score":0.011122584},"labels":[],"label_agreement":null},{"id":"W2106422674","doi":"10.1109/vtcf.2006.268","title":"Impact of User Collaboration on the Performance of Sensing-Based Opportunistic Spectrum Access","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":51,"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":"Computer science; Spectrum management; Scarcity; Service provider; Computer network; Telecommunications; Radio spectrum; Service (business); Computer security; Cognitive radio; Business; Wireless","score_opus":0.01864652570361605,"score_gpt":0.26137084442812675,"score_spread":0.2427243187245107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106422674","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":[0.946575,0.00049727026,0.047644664,0.00028356203,0.000034769448,0.000069961985,0.00007696376,0.00028727803,0.0045305155],"genre_scores_gemma":[0.9988863,0.000031838536,0.0009555169,0.000017384029,0.000004990293,0.000010516391,0.000012145631,0.000005892183,0.00007548794],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9933559,0.003281934,0.0003165337,0.0006018463,0.0011305828,0.0013133633],"domain_scores_gemma":[0.91254365,0.07304665,0.005036877,0.0031728463,0.003998035,0.0022019213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0078038983,0.0012056637,0.0013589717,0.00064960687,0.0011474414,0.0015180144,0.0010147725,0.0018095709,0.0010712965],"category_scores_gemma":[0.042737044,0.0004055724,0.00056574435,0.0006999556,0.0013344784,0.0017094689,0.0021878039,0.0008772317,0.00022341486],"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":[0.005978212,0.0009006232,0.027277179,0.00019969503,0.00038123026,0.0010891662,0.00044681306,0.8999623,0.022531644,0.0054120068,0.00053578895,0.035285283],"study_design_scores_gemma":[0.00017582977,0.0019994993,0.006608338,0.000022687896,0.00012606545,0.0008995339,0.00023097316,0.9736134,0.01248019,0.003573151,0.00020278241,0.00006763937],"about_ca_topic_score_codex":0.0018484084,"about_ca_topic_score_gemma":0.0010690525,"teacher_disagreement_score":0.0078038983,"about_ca_system_score_codex":0.0007658026,"about_ca_system_score_gemma":0.0016594755,"threshold_uncertainty_score":0.041271448},"labels":[],"label_agreement":null},{"id":"W2106664841","doi":"10.1109/vtcf.2006.58","title":"Effect of Channel Uncertainty on the Mutual Information of MIMO Multiple Access Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":4,"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; Université du Québec à Montréal","funders":"","keywords":"Mutual information; MIMO; Telecommunications link; Rayleigh fading; Upper and lower bounds; Channel (broadcasting); Computer science; Gaussian; Fading; Topology (electrical circuits); Mathematics; Algorithm; Telecommunications; Physics; Artificial intelligence","score_opus":0.008572774940457953,"score_gpt":0.222699754567582,"score_spread":0.21412697962712407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106664841","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2784308,0.0020481169,0.71128136,0.0008582542,0.00007189946,0.000042430558,0.00021656028,0.0003913245,0.0066592027],"genre_scores_gemma":[0.9862797,0.0005980904,0.012260531,0.00006877997,0.00006153337,0.000029859693,0.00006136284,0.00007224024,0.000567987],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9933729,0.00264133,0.00025756645,0.00058517593,0.0023533972,0.0007896418],"domain_scores_gemma":[0.8852563,0.102957696,0.005070013,0.0034816726,0.0028021683,0.00043217157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005775486,0.0015256947,0.0017171132,0.0011280226,0.00096500356,0.0014448831,0.0011446805,0.0015332666,0.0011836326],"category_scores_gemma":[0.049406577,0.0011458134,0.00064410135,0.001241643,0.002779743,0.0050519337,0.0028669925,0.0015180889,0.00020899644],"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":[0.00024186705,0.00003062775,0.0025835296,0.0001146097,0.00010651852,0.00031535965,0.00014767857,0.97026384,0.0035626213,0.013647391,0.0001720638,0.008813842],"study_design_scores_gemma":[0.000017507597,0.00015685637,0.0025763123,0.000033218006,0.00006956371,0.00027616532,0.00006326314,0.97703403,0.008035455,0.011385575,0.0002780851,0.00007389266],"about_ca_topic_score_codex":0.0013785325,"about_ca_topic_score_gemma":0.0013832551,"teacher_disagreement_score":0.005775486,"about_ca_system_score_codex":0.0011986381,"about_ca_system_score_gemma":0.0009540047,"threshold_uncertainty_score":0.030544043},"labels":[],"label_agreement":null},{"id":"W2106971367","doi":"10.1109/vetecf.2007.353","title":"On the Power Allocation for Decode-and-Forward Cooperative Transmission Over Rayleigh-Fading Channels","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rayleigh fading; Computer science; Bit error rate; Transmission (telecommunications); Power (physics); Transmitter power output; Fading; Constraint (computer-aided design); Channel (broadcasting); Telecommunications; Computer network; Mathematics; Transmitter","score_opus":0.029690552315714526,"score_gpt":0.28217974852198163,"score_spread":0.2524891962062671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106971367","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":[0.017259333,0.0022891215,0.9691269,0.00041315387,0.000083224266,0.00007557729,0.000049229904,0.0000865615,0.010616986],"genre_scores_gemma":[0.84325075,0.00885123,0.13844973,0.00028322352,0.00039554673,0.00032717647,0.00007717563,0.000105777006,0.008259417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915314,0.0004468482,0.000025601827,0.00007008939,0.00024998403,0.00005435435],"domain_scores_gemma":[0.99858487,0.0011152528,0.000073572046,0.000052409116,0.0001541089,0.000019814912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012169611,0.0010687826,0.00078616623,0.0005277885,0.0005519421,0.0009547886,0.0008151124,0.0007978167,0.0017919],"category_scores_gemma":[0.004523252,0.00041724453,0.0003228339,0.0009123738,0.0012019468,0.0011425801,0.00082040805,0.00069277006,0.00040892785],"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":[0.00023927065,0.000053904198,0.00041936076,0.00032564602,0.000043345055,0.00023997997,0.00027255426,0.7864347,0.00883542,0.13537377,0.0039268606,0.063835174],"study_design_scores_gemma":[0.000017476199,0.00007271147,0.00012573747,0.000024252173,0.000017131282,0.00009244258,0.00003586656,0.9703462,0.0013296531,0.026453916,0.0014694299,0.000015169112],"about_ca_topic_score_codex":0.001519938,"about_ca_topic_score_gemma":0.0015671729,"teacher_disagreement_score":0.0017919,"about_ca_system_score_codex":0.00097094453,"about_ca_system_score_gemma":0.00064478494,"threshold_uncertainty_score":0.0070447326},"labels":[],"label_agreement":null},{"id":"W2108759449","doi":"10.1109/vtcf.2006.200","title":"Adaptive Reed-Solomon Coding Scheme for OFDM Systems Over Frequency-Selective Fading Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"McGill University","funders":"","keywords":"Fading; Computer science; Orthogonal frequency-division multiplexing; Transmitter; Coding (social sciences); Link adaptation; Frequency domain; Electronic engineering; Channel state information; Adaptive coding; Channel (broadcasting); Reed–Solomon error correction; Algorithm; Channel code; Telecommunications; Decoding methods; Block code; Mathematics; Wireless; Engineering; Concatenated error correction code; Statistics; Data compression","score_opus":0.01898071760453124,"score_gpt":0.24461244194432277,"score_spread":0.22563172433979153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108759449","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":[0.02636144,0.0011154184,0.9665809,0.0002753858,0.00007132056,0.000078467274,0.000056378645,0.0003459104,0.005114834],"genre_scores_gemma":[0.73766345,0.0011197265,0.2582877,0.0001386058,0.00012641426,0.00012815972,0.00008365543,0.00004382865,0.00240843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996086,0.00015886736,0.000016869677,0.00002956979,0.0001523702,0.000033623193],"domain_scores_gemma":[0.9994493,0.00025637678,0.0000810303,0.00007553489,0.0001272484,0.000010517492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047901453,0.0004051522,0.0002610138,0.00041177313,0.00029199105,0.0004068718,0.0004932692,0.00039944475,0.0006841762],"category_scores_gemma":[0.0016084105,0.00012913007,0.00019606632,0.0005306699,0.0004833475,0.00041091398,0.00030465133,0.00049344014,0.0002671831],"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":[0.00035727708,0.0000672243,0.0009911832,0.00051322253,0.00007910873,0.00063376885,0.0003519642,0.2310912,0.16774881,0.32056722,0.0032347606,0.27436426],"study_design_scores_gemma":[0.000038206683,0.00030993947,0.0004221106,0.000074266245,0.00004244076,0.0005659254,0.000038881626,0.91142136,0.034431648,0.041983962,0.010620816,0.000050573748],"about_ca_topic_score_codex":0.0007089515,"about_ca_topic_score_gemma":0.0011132371,"teacher_disagreement_score":0.0007089515,"about_ca_system_score_codex":0.00041018892,"about_ca_system_score_gemma":0.00066329294,"threshold_uncertainty_score":0.0029761195},"labels":[],"label_agreement":null},{"id":"W2112265244","doi":"10.1109/vtcf.2006.504","title":"Performance of Pub/Sub Systems in Wired/Wireless Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Peer-to-Peer Network Technologies","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":"Carleton University","funders":"","keywords":"Reliability (semiconductor); Workload; Computer science; Wireless; Cover (algebra); Wireless network; Set (abstract data type); Computer network; Publication; Baseline (sea); Reliability engineering; Telecommunications; Engineering; Operating system","score_opus":0.009413890568838595,"score_gpt":0.20164112662675798,"score_spread":0.1922272360579194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112265244","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":[0.9816772,0.0008253532,0.010582,0.00029425143,0.00006135309,0.00009686406,0.00016659185,0.0016919795,0.0046044667],"genre_scores_gemma":[0.99529535,0.00023836325,0.00320165,0.000028715087,0.000034687353,0.000020728612,0.00016032968,0.000086512824,0.000933699],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99492174,0.0012815967,0.00048234823,0.0004476682,0.0023662806,0.00050033024],"domain_scores_gemma":[0.97850317,0.012824259,0.0015894421,0.002737367,0.0033631714,0.0009826088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00709036,0.0006030788,0.0009281686,0.00097020157,0.0012511708,0.0021579384,0.0009560748,0.0006167605,0.0022525843],"category_scores_gemma":[0.022176897,0.0003810234,0.0002275327,0.0013422864,0.0007797445,0.0027511287,0.00095173233,0.0006650029,0.0007156787],"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":[0.006635865,0.0019734458,0.10121776,0.0016384914,0.0005366947,0.0015235904,0.0027728353,0.36842725,0.1582071,0.009609927,0.009545793,0.33791128],"study_design_scores_gemma":[0.00033873192,0.005036837,0.043355618,0.000049580947,0.00026571276,0.0011995891,0.0016074319,0.80163556,0.13380183,0.0040880986,0.008522943,0.00009798519],"about_ca_topic_score_codex":0.0027963372,"about_ca_topic_score_gemma":0.0014129665,"teacher_disagreement_score":0.00709036,"about_ca_system_score_codex":0.001325182,"about_ca_system_score_gemma":0.000866954,"threshold_uncertainty_score":0.037497878},"labels":[],"label_agreement":null},{"id":"W2112422674","doi":"10.1109/vtcf.2006.362","title":"Performance Analysis of Transmit Diversity in Multiuser DS-CDMA Systems Over Quasi-Static Fading Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Fading; Code division multiple access; Transmit diversity; Computer science; Diversity scheme; Multiuser detection; Electronic engineering; Fading distribution; Detector; Diversity gain; Base station; Spread spectrum; Telecommunications; Channel (broadcasting); Engineering; Rayleigh fading","score_opus":0.033599520707335934,"score_gpt":0.2664311582519061,"score_spread":0.23283163754457017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112422674","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":[0.47800303,0.0022556647,0.505736,0.00048648185,0.00005910571,0.000045138062,0.00013015087,0.00033609866,0.012948383],"genre_scores_gemma":[0.994201,0.00033982587,0.004842558,0.000031204658,0.000023716124,0.000011620963,0.000022462113,0.000017004424,0.00051058223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988996,0.00041431765,0.000024175486,0.0000633925,0.0004340515,0.0001644557],"domain_scores_gemma":[0.9948666,0.003727927,0.0003427564,0.00024751824,0.0007484025,0.000066820074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014329937,0.0006944785,0.00045716818,0.00050838955,0.00042755317,0.0009534395,0.00036495016,0.00062649144,0.0011023607],"category_scores_gemma":[0.007553848,0.00026534943,0.0002501269,0.00055987685,0.00090479973,0.0008787451,0.000629433,0.00046020455,0.00017807815],"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":[0.00021139927,0.000029833134,0.0025145027,0.00010096876,0.00006588635,0.00016154222,0.00011025136,0.9467697,0.015597895,0.018128706,0.00029391056,0.016015364],"study_design_scores_gemma":[0.000008497165,0.0001348034,0.0012010543,0.000009111278,0.00001870624,0.00012223399,0.000028309436,0.9918656,0.0032677413,0.0031371245,0.00019287739,0.000013968313],"about_ca_topic_score_codex":0.0020453618,"about_ca_topic_score_gemma":0.0016000529,"teacher_disagreement_score":0.0020453618,"about_ca_system_score_codex":0.0012460457,"about_ca_system_score_gemma":0.0005813462,"threshold_uncertainty_score":0.009040773},"labels":[],"label_agreement":null},{"id":"W2114373133","doi":"10.1109/vtcf.2006.96","title":"Mobile Channel Prediction with Application to Transmitter Antenna Selection for Alamouti Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"Defence Research and Development Canada","keywords":"Transmitter; Fading; Computer science; Channel (broadcasting); Antenna diversity; Antenna (radio); Selection (genetic algorithm); Electronic engineering; Coding (social sciences); Block (permutation group theory); Wireless; Spatial correlation; Telecommunications; Computer network; Algorithm; Engineering; Mathematics; Statistics; Machine learning","score_opus":0.006103791159975604,"score_gpt":0.21134948320704966,"score_spread":0.20524569204707405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114373133","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":[0.021137917,0.00088544254,0.97446775,0.00037654766,0.00009130926,0.00003123378,0.00006467483,0.0005232717,0.0024218394],"genre_scores_gemma":[0.7502151,0.0018745647,0.24494106,0.00010086123,0.00017052933,0.000086322536,0.00014470125,0.00005970305,0.0024071666],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980646,0.00007536907,0.0000073516817,0.000026507088,0.00006905723,0.000015235639],"domain_scores_gemma":[0.99935704,0.00042542006,0.000048940357,0.000075528194,0.0000803949,0.000012600957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005493061,0.00052392524,0.00044682875,0.00017502313,0.00040836202,0.00040689606,0.0003010635,0.000378787,0.0011378716],"category_scores_gemma":[0.0025039536,0.0002473819,0.00016526955,0.0004213706,0.00039104462,0.0004705691,0.000280153,0.0006974413,0.00035890474],"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":[0.000128081,0.00003384532,0.000989011,0.00005938736,0.000017830656,0.00014248583,0.0001244355,0.83050025,0.0095728785,0.021569677,0.0015705418,0.13529167],"study_design_scores_gemma":[0.0000065382424,0.000031200536,0.00013975205,0.000008319735,0.0000041808207,0.00003216809,0.000010369087,0.9916156,0.0023508016,0.0049405163,0.0008535771,0.000006958821],"about_ca_topic_score_codex":0.0028439034,"about_ca_topic_score_gemma":0.0036305664,"teacher_disagreement_score":0.0028439034,"about_ca_system_score_codex":0.0003324949,"about_ca_system_score_gemma":0.0005666558,"threshold_uncertainty_score":0.0056547523},"labels":[],"label_agreement":null},{"id":"W2116773029","doi":"10.1109/vtcf.2006.381","title":"An Efficient Detector for Spatially Multiplexed MC-CDM Communications","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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 Alberta","funders":"","keywords":"Multiplexing; Detector; Diversity gain; Spatial multiplexing; MIMO; Computer science; Transmitter; Electronic engineering; Frequency-division multiplexing; Antenna diversity; Code division multiple access; Orthogonal frequency-division multiplexing; Telecommunications; Engineering; Wireless; Beamforming; Channel (broadcasting)","score_opus":0.016989832177135202,"score_gpt":0.2642804813995367,"score_spread":0.2472906492224015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116773029","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":[0.009285544,0.00039084835,0.98940116,0.00011271331,0.000043924923,0.000032784676,0.000019172036,0.00012832234,0.00058548385],"genre_scores_gemma":[0.13767552,0.00029327127,0.8600792,0.00017666638,0.00006307981,0.00006778449,0.000038087528,0.000013609621,0.0015927976],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924517,0.00019792072,0.000026370408,0.000093801464,0.00039338044,0.000043458796],"domain_scores_gemma":[0.99910957,0.00039458208,0.00010565557,0.00011116158,0.00023480941,0.000044313227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080012175,0.00043752624,0.0006816403,0.0006144093,0.00040061164,0.0005651634,0.00068227656,0.00082117575,0.00094373204],"category_scores_gemma":[0.0016101005,0.0002987062,0.00023805279,0.0004691343,0.00055937865,0.00090493116,0.0006313515,0.00082499883,0.000489682],"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":[0.0006202407,0.00025560762,0.0024483316,0.0003457477,0.00016769138,0.00025063168,0.00016316024,0.111260384,0.30846918,0.075630166,0.0041402234,0.49624872],"study_design_scores_gemma":[0.000057515896,0.0002905535,0.00045837596,0.000017553308,0.000041474505,0.0007130356,0.000015925474,0.8843552,0.09695619,0.007008492,0.010037942,0.00004771975],"about_ca_topic_score_codex":0.00023222029,"about_ca_topic_score_gemma":0.0005757975,"teacher_disagreement_score":0.00094373204,"about_ca_system_score_codex":0.0003980142,"about_ca_system_score_gemma":0.0007217464,"threshold_uncertainty_score":0.004231453},"labels":[],"label_agreement":null},{"id":"W2116958184","doi":"10.1109/vetecf.2007.258","title":"BERT Chart Analysis of Adaptive and Non-Adaptive Turbo Frequency Domain Equalization","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Carleton University","funders":"","keywords":"EXIT chart; Turbo equalizer; Turbo; Computer science; Equalization (audio); Adaptive equalizer; Bit error rate; Chart; Algorithm; Channel (broadcasting); Equalizer; Frequency domain; QAM; Quadrature amplitude modulation; Decoding methods; Statistics; Mathematics; Telecommunications; Low-density parity-check code","score_opus":0.013842028830037304,"score_gpt":0.2493511695216451,"score_spread":0.2355091406916078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116958184","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":[0.21167365,0.0012620771,0.7748385,0.00016627087,0.00007370166,0.000048558763,0.00010444712,0.0011476136,0.01068517],"genre_scores_gemma":[0.9737345,0.00034758975,0.023840118,0.000029891175,0.00003491307,0.000019048026,0.000071345574,0.000079844605,0.0018427654],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991441,0.00023358017,0.000023184832,0.000059306374,0.0004374273,0.00010231022],"domain_scores_gemma":[0.9958598,0.002570566,0.0003335946,0.00027417016,0.00089641043,0.00006542464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252143,0.00055281527,0.00046367242,0.0006481036,0.00028554242,0.0006796534,0.00039722785,0.00048068725,0.0018446575],"category_scores_gemma":[0.008274114,0.00018474915,0.00029025602,0.0005428458,0.00066958845,0.0013181863,0.00032609332,0.00048737606,0.00030893716],"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":[0.00046202226,0.00003855026,0.0022357486,0.00008076872,0.000053079355,0.0002513095,0.000087313325,0.896277,0.019762563,0.035135522,0.0010482882,0.04456784],"study_design_scores_gemma":[0.0000031861225,0.000032445558,0.00075347547,0.000004437517,0.0000057032066,0.00006541057,0.0000046403193,0.9929431,0.00411148,0.0018214252,0.00024150695,0.000013117144],"about_ca_topic_score_codex":0.0021626903,"about_ca_topic_score_gemma":0.0010681098,"teacher_disagreement_score":0.0021626903,"about_ca_system_score_codex":0.0008094226,"about_ca_system_score_gemma":0.00044277296,"threshold_uncertainty_score":0.006622076},"labels":[],"label_agreement":null},{"id":"W2118508180","doi":"10.1109/vtcf.2006.384","title":"ICA-Based Signal Equalization for Digital Receivers","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Blind Source Separation Techniques","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":"InterDigital (Canada)","funders":"","keywords":"Blind equalization; Independent component analysis; Equalization (audio); Computer science; SIGNAL (programming language); Blind signal separation; Signal processing; Intersymbol interference; Quadrature amplitude modulation; Electronic engineering; Channel (broadcasting); Digital signal processing; Telecommunications; Artificial intelligence; Engineering; Bit error rate","score_opus":0.015927652808735402,"score_gpt":0.24607027315960683,"score_spread":0.23014262035087144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118508180","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009844102,0.0005042836,0.9961985,0.00008521455,0.000073131574,0.0000124267635,0.000017284408,0.0003586791,0.001766036],"genre_scores_gemma":[0.10081518,0.0021525486,0.8880167,0.00021984217,0.00032200452,0.0001387293,0.00018221229,0.0001116085,0.008041274],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996861,0.000091774404,0.000017633392,0.00004984123,0.00012843445,0.000026223464],"domain_scores_gemma":[0.9997484,0.00009415064,0.000020776568,0.000044271084,0.00008527487,0.000007055609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046770216,0.0006527748,0.00052308745,0.0006640143,0.00041027536,0.0007302737,0.00047184946,0.00088604423,0.0024403192],"category_scores_gemma":[0.0011429155,0.00025622864,0.0006584046,0.0008471987,0.0005853826,0.000905913,0.0005186843,0.0010679974,0.0017495787],"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":[0.00020050946,0.000065329485,0.00039350204,0.00033017088,0.00014594986,0.00018969903,0.00014204101,0.1585942,0.090988666,0.13646488,0.009390102,0.60309494],"study_design_scores_gemma":[0.00002894478,0.00010949439,0.0004388058,0.000058879836,0.000051891842,0.0003148653,0.00002663923,0.88767904,0.03810094,0.037631866,0.03550149,0.00005714546],"about_ca_topic_score_codex":0.0010060818,"about_ca_topic_score_gemma":0.0011825298,"teacher_disagreement_score":0.0024403192,"about_ca_system_score_codex":0.0005259873,"about_ca_system_score_gemma":0.0006248727,"threshold_uncertainty_score":0.00816375},"labels":[],"label_agreement":null},{"id":"W2118512750","doi":"10.1109/vetecf.2007.275","title":"Decimation-in-Time FFT Subblocking for Partial Transmit Sequence OFDM","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":0,"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":"Decimation; Orthogonal frequency-division multiplexing; Fast Fourier transform; Computer science; Sequence (biology); Algorithm; Reduction (mathematics); Multiplexing; Computational complexity theory; SIGNAL (programming language); Electronic engineering; Mathematics; Telecommunications; Bandwidth (computing); Engineering","score_opus":0.02148033847065638,"score_gpt":0.26095512087480865,"score_spread":0.23947478240415226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118512750","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07641101,0.00038836972,0.9193905,0.000082067345,0.000038487637,0.00002620617,0.000025465086,0.00020846081,0.0034295365],"genre_scores_gemma":[0.70998883,0.00069753,0.28523389,0.000056507288,0.00008312483,0.00005018696,0.00008495936,0.000051556955,0.0037534733],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999293,0.000014689506,0.000004198716,0.000009657742,0.000031927488,0.000010240386],"domain_scores_gemma":[0.999876,0.00004997246,0.000018132841,0.000022391927,0.0000255847,0.00000790805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010610481,0.00025407597,0.00020705661,0.00012156171,0.0001744648,0.00023655473,0.00022150845,0.00014978912,0.0012710128],"category_scores_gemma":[0.0003582494,0.000068137284,0.00013271895,0.00017995335,0.00021485353,0.0003097591,0.00015305002,0.00022811985,0.00021782296],"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":[0.0003369396,0.00009934663,0.0010497575,0.00020890593,0.000029353143,0.00030121164,0.00019420838,0.110876605,0.49853453,0.04872528,0.0011501623,0.33849373],"study_design_scores_gemma":[0.000026819496,0.00058338017,0.0008721168,0.000013822977,0.000029663724,0.00067413633,0.000040316125,0.8202472,0.15740775,0.008124854,0.011964159,0.000015850022],"about_ca_topic_score_codex":0.0003792224,"about_ca_topic_score_gemma":0.0008893183,"teacher_disagreement_score":0.0012710128,"about_ca_system_score_codex":0.0001534415,"about_ca_system_score_gemma":0.00030735778,"threshold_uncertainty_score":0.004251957},"labels":[],"label_agreement":null},{"id":"W2118536257","doi":"10.1109/vtcf.2006.348","title":"An Adaptive-Scaling Algorithm for OFDM PAR Reduction Using Active Constellation Extension","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":23,"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 Alberta","funders":"","keywords":"Clipping (morphology); Algorithm; Reduction (mathematics); Orthogonal frequency-division multiplexing; Constellation; Computer science; Constellation diagram; Lossless compression; Scaling; Mathematics; Bit error rate; Data compression; Telecommunications; Channel (broadcasting); Decoding methods","score_opus":0.023807269366946545,"score_gpt":0.2542070492908868,"score_spread":0.23039977992394023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118536257","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01239038,0.00008649133,0.9863746,0.000046489524,0.00002782133,0.000028132183,0.0000072397925,0.00023441354,0.000804388],"genre_scores_gemma":[0.22893925,0.00017193407,0.76819587,0.0000678154,0.00005842286,0.00012538195,0.000053864227,0.000050230494,0.0023372644],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997578,0.000052124495,0.000015258875,0.000043579686,0.000113425536,0.000017794318],"domain_scores_gemma":[0.99973863,0.00008546177,0.000027647382,0.000045866793,0.000089104135,0.000013287998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538877,0.00040868705,0.00032405872,0.0003540598,0.00030097595,0.00030386177,0.00053094636,0.00030327195,0.0012775395],"category_scores_gemma":[0.0011626475,0.00015464093,0.00022481449,0.00039883252,0.00035610868,0.0006027889,0.00039068764,0.0005126101,0.00033964566],"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":[0.00020453524,0.000116858406,0.0007483065,0.000056304452,0.00003654971,0.00011177792,0.00016599189,0.09272651,0.05817451,0.016818613,0.0025602623,0.8282798],"study_design_scores_gemma":[0.000043638458,0.00015766511,0.0005602744,0.0000070878255,0.000012804418,0.00019975094,0.00002371125,0.97297114,0.017752837,0.0025196127,0.005731202,0.000020193645],"about_ca_topic_score_codex":0.00074452366,"about_ca_topic_score_gemma":0.00096920284,"teacher_disagreement_score":0.0012775395,"about_ca_system_score_codex":0.00019808408,"about_ca_system_score_gemma":0.00039284816,"threshold_uncertainty_score":0.0042737722},"labels":[],"label_agreement":null},{"id":"W2119298294","doi":"10.1109/vtcf.2006.95","title":"Minimum Distance-Based Limited-Feedback Precoder for MIMO Spatial Multiplexing Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":7,"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 Alberta","funders":"","keywords":"Precoding; MIMO; Transmitter; Control theory (sociology); Channel state information; Mathematics; Unitary matrix; Zero-forcing precoding; Computer science; Subspace topology; Algorithm; Minimum mean square error; Channel (broadcasting); Unitary state; Telecommunications; Wireless; Statistics; Artificial intelligence","score_opus":0.015838836557283652,"score_gpt":0.23118313357756554,"score_spread":0.21534429702028188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119298294","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012209195,0.00045264087,0.98551697,0.00011834414,0.00002981413,0.000014786776,0.000042422136,0.00015094211,0.0014648497],"genre_scores_gemma":[0.6452954,0.0010197122,0.35058627,0.00011641941,0.00009408566,0.000097036536,0.00014681579,0.00003851676,0.00260585],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955565,0.00016061598,0.000025859315,0.00005601867,0.00017717147,0.000024670237],"domain_scores_gemma":[0.9994642,0.00029780946,0.00006662935,0.00007231567,0.000083524275,0.000015598742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040258863,0.0004464388,0.00049911975,0.00019814227,0.0002127743,0.00042246014,0.00047196817,0.00046452935,0.0010271095],"category_scores_gemma":[0.0018726054,0.0002057995,0.00020076474,0.0004684165,0.00041912636,0.0006106112,0.00037395494,0.000543899,0.00034323064],"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":[0.0002844291,0.00010323289,0.0003277226,0.00025995105,0.000042296928,0.00011882283,0.00014965306,0.6507032,0.05431744,0.062099084,0.0025741304,0.22902003],"study_design_scores_gemma":[0.00002348827,0.00009939713,0.00016028206,0.000016549702,0.000008320864,0.00008008071,0.000010512842,0.97390735,0.0084389765,0.01559327,0.0016461414,0.000015609301],"about_ca_topic_score_codex":0.0008566145,"about_ca_topic_score_gemma":0.0014064038,"teacher_disagreement_score":0.0010271095,"about_ca_system_score_codex":0.0004136399,"about_ca_system_score_gemma":0.0005663567,"threshold_uncertainty_score":0.003436029},"labels":[],"label_agreement":null},{"id":"W2119837166","doi":"10.1109/vtcf.2006.281","title":"Performance of Maximal Ratio and Optimum Combining with Channel Estimation Errors and Multiple Interferers in Rayleigh Fading Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":4,"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":"Maximal-ratio combining; Rayleigh fading; Estimator; Probability density function; Channel (broadcasting); Signal-to-noise ratio (imaging); Statistics; Fading; Algorithm; Additive white Gaussian noise; Interference (communication); Mathematics; Computer science; Telecommunications","score_opus":0.010258942282672464,"score_gpt":0.21091605653911014,"score_spread":0.20065711425643767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119837166","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":[0.74973005,0.0037690664,0.23304239,0.0003957083,0.00005435717,0.00002765018,0.00013913047,0.00076407054,0.012077634],"genre_scores_gemma":[0.98914707,0.00036999932,0.009890644,0.000042295178,0.00003606864,0.000008745293,0.00004122835,0.000022173805,0.00044165913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964922,0.0015715333,0.00013519282,0.00032903673,0.00097527006,0.0004967247],"domain_scores_gemma":[0.99252546,0.0056045093,0.0007728921,0.00040205938,0.0005588844,0.00013619853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002935323,0.00103614,0.0012454435,0.00083028513,0.00048151152,0.0013751384,0.00073578383,0.0011470114,0.0007495136],"category_scores_gemma":[0.013903968,0.000537564,0.0004971386,0.0009719455,0.0016473942,0.0019006098,0.0012272653,0.00040259038,0.00028495258],"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":[0.0025662582,0.000057579527,0.006685422,0.00017229543,0.00036411546,0.00045372744,0.00024040756,0.91016394,0.025092583,0.009609992,0.0004912684,0.044102445],"study_design_scores_gemma":[0.00008632709,0.0006622031,0.0047782706,0.000033565462,0.00019762844,0.0008799756,0.000109317974,0.96085596,0.024022995,0.007675928,0.0006013596,0.00009642403],"about_ca_topic_score_codex":0.0014335936,"about_ca_topic_score_gemma":0.0009153682,"teacher_disagreement_score":0.002935323,"about_ca_system_score_codex":0.00082796434,"about_ca_system_score_gemma":0.0007147003,"threshold_uncertainty_score":0.0155236125},"labels":[],"label_agreement":null},{"id":"W2122506129","doi":"10.1109/vtcf.2006.422","title":"Decision Directed Iterative Equalization of OFDM Symbols Using Non-Uniform Interpolation","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Communications Research Centre Canada; University of Ottawa","funders":"","keywords":"Interpolation (computer graphics); Orthogonal frequency-division multiplexing; Channel (broadcasting); Computer science; Fading; Equalization (audio); Algorithm; Linear interpolation; Electronic engineering; Mathematics; Telecommunications; Artificial intelligence; Pattern recognition (psychology); Engineering","score_opus":0.014276697828408671,"score_gpt":0.26636682983698556,"score_spread":0.2520901320085769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122506129","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032363743,0.00021356373,0.9660828,0.00004376207,0.00003531949,0.0000339466,0.00001926307,0.00027170658,0.0009359786],"genre_scores_gemma":[0.5263957,0.00028957336,0.47061583,0.000068563975,0.000039675728,0.00006025838,0.00009526776,0.000028872113,0.0024062656],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947387,0.00016523084,0.000039497674,0.00007414528,0.00019012639,0.000057085424],"domain_scores_gemma":[0.99906164,0.0004901839,0.00011553727,0.00013954927,0.00017228995,0.00002077289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050699513,0.0004109786,0.00041129626,0.00029045893,0.0002540217,0.0003537666,0.000614785,0.00034508438,0.0008200563],"category_scores_gemma":[0.0020776382,0.00021210994,0.00024969107,0.00033940678,0.00034680185,0.0007104943,0.00048681055,0.00046304916,0.00026031322],"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":[0.0010386745,0.0002266494,0.0022288403,0.00033424492,0.00012446159,0.00036337308,0.00037932856,0.19000573,0.19684544,0.016828487,0.0010303099,0.5905944],"study_design_scores_gemma":[0.000060131373,0.0004308486,0.0010817997,0.000027003438,0.000035077734,0.00040871868,0.000030869698,0.87234545,0.11974144,0.0026406788,0.0031576843,0.000040261948],"about_ca_topic_score_codex":0.0007237683,"about_ca_topic_score_gemma":0.0016806088,"teacher_disagreement_score":0.0008200563,"about_ca_system_score_codex":0.00023879681,"about_ca_system_score_gemma":0.0006232214,"threshold_uncertainty_score":0.002743423},"labels":[],"label_agreement":null},{"id":"W2123022379","doi":"10.1109/vtcf.2006.82","title":"Adaptive Space-Time Trellis Codes Based on Convolutional Codes","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Royal Military College of Canada","funders":"","keywords":"Convolutional code; Space–time trellis code; Computer science; Fountain code; Turbo code; Block code; Algorithm; Linear code; Phase-shift keying; Trellis (graph); Puncturing; Encoder; Bit error rate; Code (set theory); Concatenated error correction code; Raptor code; Serial concatenated convolutional codes; Code rate; Trellis modulation; Generator matrix; Decoding methods; Telecommunications; Fading","score_opus":0.009948198548394276,"score_gpt":0.21400957977170712,"score_spread":0.20406138122331285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123022379","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":[0.075811796,0.0019215388,0.9073926,0.00026240325,0.0002261421,0.00013377052,0.00032844325,0.0017011735,0.012222114],"genre_scores_gemma":[0.728099,0.001722838,0.25789008,0.00017665885,0.00015641958,0.00016107352,0.0005349461,0.000105570536,0.011153503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931407,0.00013801886,0.00003702165,0.00007585939,0.00034162472,0.000093311486],"domain_scores_gemma":[0.99829763,0.00066774624,0.0002019191,0.00023545422,0.00054035586,0.00005686424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005166474,0.00048604846,0.00035245155,0.0007034218,0.0002670845,0.00055491185,0.0007282426,0.00060480274,0.0015375093],"category_scores_gemma":[0.0025384123,0.00018680036,0.00032654815,0.0010469337,0.00058034196,0.000732457,0.00040459176,0.00080861244,0.0006952089],"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":[0.00070478575,0.0001041209,0.0017285204,0.00031654866,0.00013529562,0.0004840384,0.00018627915,0.50356215,0.11581229,0.107230924,0.006360348,0.26337475],"study_design_scores_gemma":[0.00006681063,0.0002179652,0.00101305,0.00004132355,0.000039801496,0.0003715066,0.000012025346,0.922922,0.052360103,0.011250065,0.011638106,0.000067108005],"about_ca_topic_score_codex":0.0069452394,"about_ca_topic_score_gemma":0.008456283,"teacher_disagreement_score":0.0069452394,"about_ca_system_score_codex":0.0009612019,"about_ca_system_score_gemma":0.0009511699,"threshold_uncertainty_score":0.013809681},"labels":[],"label_agreement":null},{"id":"W2126633408","doi":"10.1109/vtcf.2006.497","title":"Cell Dimensioning and Network Throughput in Cellular Multi-Hop Relay Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":10,"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 Alberta","funders":"","keywords":"Spectral efficiency; Relay; Computer science; Dimensioning; Throughput; Computer network; Overhead (engineering); Physical layer; Hop (telecommunications); Interference (communication); Cellular network; Electronic engineering; Engineering; Telecommunications; Wireless; Channel (broadcasting)","score_opus":0.01855270346729799,"score_gpt":0.23470390229878643,"score_spread":0.21615119883148845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126633408","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":[0.557532,0.0032941725,0.42531684,0.00024558205,0.00006059251,0.00002197223,0.0001158871,0.0005709311,0.012841928],"genre_scores_gemma":[0.9931718,0.00034030294,0.005870755,0.0000136196995,0.000008902983,0.000008268695,0.00003063857,0.000019052353,0.0005366967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954045,0.00018336346,0.000013334932,0.000049612565,0.00013818315,0.00007509657],"domain_scores_gemma":[0.997514,0.0019139101,0.00015710405,0.00017100255,0.00021421482,0.000029834484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087811606,0.00033230887,0.0002931858,0.0004070379,0.00024660758,0.00069491356,0.00028785432,0.00032301064,0.0007526255],"category_scores_gemma":[0.0043222248,0.00018099393,0.00015068446,0.00061737245,0.00057882996,0.0009943902,0.0003046011,0.00025418936,0.00021446138],"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":[0.00013435794,0.000022719416,0.0035363948,0.00005190052,0.000028510449,0.00017157245,0.000109044246,0.9401934,0.014339441,0.020210937,0.00032148397,0.020880286],"study_design_scores_gemma":[0.000009645534,0.00013015214,0.0032145467,0.000017133883,0.000040034796,0.00028944775,0.000099492165,0.9582315,0.023877015,0.012522144,0.0015456842,0.0000231553],"about_ca_topic_score_codex":0.00067625905,"about_ca_topic_score_gemma":0.00074497366,"teacher_disagreement_score":0.00087811606,"about_ca_system_score_codex":0.00069640187,"about_ca_system_score_gemma":0.00017209895,"threshold_uncertainty_score":0.005052805},"labels":[],"label_agreement":null},{"id":"W2126761450","doi":"10.1109/vtcf.2006.431","title":"On Link Reliability in Wireless Mobile Ad Hoc Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer network; Mobile ad hoc network; Reliability (semiconductor); Wireless ad hoc network; Network packet; Packet forwarding; Optimized Link State Routing Protocol; Geocast; Vehicular ad hoc network; Wireless; Distributed computing; Routing protocol; Telecommunications","score_opus":0.006428539356868657,"score_gpt":0.21587788437845815,"score_spread":0.2094493450215895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126761450","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":[0.020212863,0.10472916,0.8448109,0.0037254132,0.0026397216,0.00016367309,0.00021492681,0.00033061422,0.023172734],"genre_scores_gemma":[0.691158,0.17119038,0.110950015,0.0017123483,0.0144220535,0.00067812554,0.0005155147,0.00063322287,0.008740396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9941438,0.0024396984,0.00032058553,0.0005685608,0.0021555934,0.00037181162],"domain_scores_gemma":[0.9741512,0.020084094,0.0012499647,0.001090065,0.003186091,0.0002385017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061123325,0.0022043735,0.002067061,0.0034492791,0.0011362664,0.0022512504,0.0023893293,0.0022492486,0.0018283857],"category_scores_gemma":[0.025748463,0.00075665815,0.0010298756,0.004954846,0.0033478832,0.0058219605,0.0020912844,0.0036251321,0.0010092272],"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":[0.00028798974,0.00011543602,0.0026127072,0.0014740948,0.00021484854,0.0010119699,0.0009801087,0.5089109,0.0030352522,0.3445416,0.011619355,0.12519568],"study_design_scores_gemma":[0.000042979824,0.00031221873,0.0011799678,0.00061933434,0.0001674524,0.0007478853,0.00022458374,0.5928283,0.0014595899,0.37290016,0.029419906,0.000097514596],"about_ca_topic_score_codex":0.0025464783,"about_ca_topic_score_gemma":0.00092851976,"teacher_disagreement_score":0.0061123325,"about_ca_system_score_codex":0.002165829,"about_ca_system_score_gemma":0.0010536686,"threshold_uncertainty_score":0.032325506},"labels":[],"label_agreement":null},{"id":"W2128128816","doi":"10.1109/vtcf.2006.233","title":"Performance Analysis of Subcarrier Allocation in Two Dimensionally Spread OFCDM Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subcarrier; Code division multiple access; Computer science; Fading; Orthogonal frequency-division multiplexing; Electronic engineering; Diversity scheme; Interference (communication); Spread spectrum; Wireless; Time diversity; Telecommunications; Engineering; Channel (broadcasting)","score_opus":0.017028794484860162,"score_gpt":0.27261067091627966,"score_spread":0.2555818764314195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128128816","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":[0.7903074,0.00097417756,0.19558941,0.0002448651,0.00003914353,0.00004941411,0.00009808144,0.00031282427,0.01238477],"genre_scores_gemma":[0.9936026,0.00013736698,0.00565848,0.000015773063,0.000009030195,0.000010115363,0.000024850555,0.000012525185,0.00052934216],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881124,0.0004587416,0.000039025697,0.000089138375,0.0003604729,0.0002414562],"domain_scores_gemma":[0.99354786,0.0046042562,0.00050830503,0.00033916015,0.00090771157,0.00009263806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012698706,0.00073745666,0.00047338614,0.0008661283,0.0004855236,0.00093268533,0.00032216395,0.0007157872,0.0012589511],"category_scores_gemma":[0.006586551,0.00016629357,0.00023033602,0.00083287864,0.00065176777,0.0005925823,0.0005622421,0.0003826248,0.00031322503],"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":[0.00092133385,0.000080054546,0.008972432,0.000115034076,0.000080598205,0.00031374622,0.00023220996,0.901385,0.025277106,0.014838778,0.0004976859,0.047286067],"study_design_scores_gemma":[0.000012681263,0.00012606545,0.0015680678,0.000008680277,0.0000127160565,0.0001372241,0.000035777863,0.991778,0.004933276,0.0011746469,0.00019774256,0.000015207549],"about_ca_topic_score_codex":0.0042926525,"about_ca_topic_score_gemma":0.0024360558,"teacher_disagreement_score":0.0042926525,"about_ca_system_score_codex":0.0010422688,"about_ca_system_score_gemma":0.00067067577,"threshold_uncertainty_score":0.008535385},"labels":[],"label_agreement":null},{"id":"W2128349800","doi":"10.1109/vtcf.2006.178","title":"On Rate Assignment Schemes for the Reverse Packet Data Channel in cdma2000 1xEV-DV","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Network Optimization","field":"Engineering","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":"Concordia University","funders":"","keywords":"CDMA2000; Computer network; Computer science; Throughput; Network packet; Channel (broadcasting); Wireless; Real-time computing; Telecommunications; Code division multiple access","score_opus":0.02219962030249082,"score_gpt":0.23730287800167257,"score_spread":0.21510325769918176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128349800","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088699885,0.0010891237,0.90496504,0.00024541919,0.00007652203,0.00011628526,0.00003066744,0.00015611267,0.0046209074],"genre_scores_gemma":[0.87070936,0.0011505814,0.124821655,0.00014821067,0.00013187526,0.00012251853,0.0000362027,0.000057497804,0.0028221542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977877,0.0012206899,0.000060639268,0.00018042423,0.0004622284,0.000288244],"domain_scores_gemma":[0.99537104,0.0029086478,0.00052473147,0.00055238215,0.0005338214,0.000109332395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031548354,0.0008358868,0.00065193675,0.00076270266,0.0008395047,0.001121152,0.0014871865,0.00068842724,0.0011486893],"category_scores_gemma":[0.007919855,0.00041412024,0.00036500132,0.0010194144,0.0014890743,0.0017268765,0.0013146957,0.0010530169,0.00030129982],"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":[0.00065658655,0.00036833517,0.0009439768,0.00017655338,0.000048649654,0.00014671055,0.00043514153,0.7239038,0.025043258,0.14107434,0.002091382,0.10511129],"study_design_scores_gemma":[0.00002628327,0.00013829053,0.00013209083,0.00001111388,0.000012550394,0.000076307806,0.000045128167,0.9891026,0.0030279006,0.006688187,0.00071718334,0.000022213362],"about_ca_topic_score_codex":0.0024918185,"about_ca_topic_score_gemma":0.0026058448,"teacher_disagreement_score":0.0031548354,"about_ca_system_score_codex":0.001164743,"about_ca_system_score_gemma":0.00088953355,"threshold_uncertainty_score":0.016684532},"labels":[],"label_agreement":null},{"id":"W2128741138","doi":"10.1109/vtcf.2006.141","title":"Threshold-Based Adaptive Modulation with Adaptive Subcarrier Allocation in OFCDM-Based 4G Wireless Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subcarrier; Link adaptation; Spectral efficiency; Computer science; Orthogonal frequency-division multiplexing; Bit error rate; Phase-shift keying; Code division multiple access; Rayleigh fading; Electronic engineering; Modulation (music); Throughput; Signal-to-noise ratio (imaging); Interference (communication); Fading; Algorithm; Wireless; Channel (broadcasting); Telecommunications; Engineering; Physics","score_opus":0.024757961712674515,"score_gpt":0.24432286145814494,"score_spread":0.21956489974547042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128741138","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":[0.3163372,0.0021736317,0.6737128,0.00053701916,0.00013588452,0.00008298638,0.000039954237,0.00042348352,0.0065571517],"genre_scores_gemma":[0.9025503,0.0004707583,0.09538691,0.000075609634,0.00004741088,0.000028948483,0.000021286323,0.000011111443,0.0014077668],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975246,0.00009500409,0.000011150761,0.000028239943,0.00007788143,0.000035239154],"domain_scores_gemma":[0.99976903,0.000095300216,0.000038121412,0.000034407192,0.000055213954,0.000007904716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003397741,0.00019963356,0.00023863679,0.00043580297,0.00027664224,0.0003350025,0.0004008311,0.00041063028,0.00033420595],"category_scores_gemma":[0.0009735178,0.00010242284,0.00010397768,0.0005730759,0.00035424787,0.0003528908,0.00019548411,0.0002551657,0.000117508935],"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":[0.00062516873,0.000150652,0.0092068855,0.00014974989,0.00006228957,0.00046330836,0.0003244275,0.2474433,0.14412957,0.034684557,0.0024743406,0.5602858],"study_design_scores_gemma":[0.000044723027,0.00025729602,0.0025351958,0.000030705956,0.000029835688,0.00053004385,0.00005933784,0.9309319,0.045755964,0.010688857,0.009101858,0.000034240304],"about_ca_topic_score_codex":0.001866012,"about_ca_topic_score_gemma":0.002292702,"teacher_disagreement_score":0.001866012,"about_ca_system_score_codex":0.0004712099,"about_ca_system_score_gemma":0.00045870343,"threshold_uncertainty_score":0.00371027},"labels":[],"label_agreement":null},{"id":"W2129128059","doi":"10.1109/vtcf.2006.287","title":"Tandem Filter Bank-DFT Code for Bursty Erasure Correction","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Power Line Communications and Noise","field":"Engineering","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":"McGill University","funders":"","keywords":"Computer science; Erasure; Disjoint sets; Algorithm; Filter bank; Quantization (signal processing); Code (set theory); Row; Decoding methods; Encoding (memory); Theoretical computer science; Filter (signal processing); Artificial intelligence; Mathematics; Computer vision; Discrete mathematics","score_opus":0.014857301348293946,"score_gpt":0.22828986716454225,"score_spread":0.2134325658162483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129128059","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":[0.0255104,0.0006080526,0.9699772,0.0002520761,0.00016205778,0.00004293399,0.00013364712,0.00040666165,0.0029069632],"genre_scores_gemma":[0.50692004,0.00085241924,0.47750565,0.000262593,0.00016056107,0.0001203816,0.00031771272,0.000085711494,0.013775002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961334,0.000062974745,0.000015611338,0.000054740125,0.00021376595,0.00003962759],"domain_scores_gemma":[0.9991327,0.00028496233,0.00012672614,0.0001822048,0.00023835417,0.00003507452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000485575,0.00048327981,0.0003632587,0.00046801142,0.00035768567,0.00054384116,0.00045748838,0.0008772685,0.0029415104],"category_scores_gemma":[0.0018791945,0.00015897799,0.00019560885,0.0007503201,0.0005941415,0.0006454431,0.00049723056,0.0006027179,0.0007390051],"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":[0.00071320997,0.00009974478,0.0013278165,0.0002491499,0.000056579018,0.0006754037,0.00016291805,0.13288389,0.16478,0.39323154,0.005229259,0.30059046],"study_design_scores_gemma":[0.000043691747,0.00019661972,0.00053551473,0.000056262048,0.000030748783,0.00092087034,0.00003083797,0.8673984,0.0871175,0.027584838,0.016030159,0.00005463068],"about_ca_topic_score_codex":0.0015419223,"about_ca_topic_score_gemma":0.0033421046,"teacher_disagreement_score":0.0029415104,"about_ca_system_score_codex":0.0006574641,"about_ca_system_score_gemma":0.001037096,"threshold_uncertainty_score":0.009840369},"labels":[],"label_agreement":null},{"id":"W2129318563","doi":"10.1109/vtcf.2006.12","title":"An Efficient Channel Estimation Scheme for OFDM Systems in a Time Varying Environment","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Concordia University","funders":"","keywords":"Channel (broadcasting); Computer science; Orthogonal frequency-division multiplexing; Channel state information; Scheme (mathematics); Real-time computing; Electronic engineering; Algorithm; Telecommunications; Wireless; Engineering; Mathematics","score_opus":0.010261603342772155,"score_gpt":0.22762839929845663,"score_spread":0.21736679595568448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129318563","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068937563,0.000099153505,0.99235266,0.000046399422,0.000022665825,0.000019960902,0.000015687885,0.00016322802,0.00038646557],"genre_scores_gemma":[0.3142184,0.00031950776,0.6826604,0.00008155318,0.00008835485,0.000092029106,0.00011335589,0.000038009755,0.002388421],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996587,0.00009471168,0.000015277368,0.000060954822,0.00012570879,0.00004461413],"domain_scores_gemma":[0.999395,0.00025961368,0.00009253987,0.0001346252,0.00009925674,0.000018930621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055783486,0.00049450045,0.0005026085,0.00035064094,0.00052447536,0.00046439984,0.00073513767,0.0005350097,0.00089540234],"category_scores_gemma":[0.0018703039,0.00024165292,0.00027759842,0.00047770498,0.00034542521,0.0011906787,0.00060009497,0.00076251006,0.00031013557],"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":[0.00028487,0.00016743068,0.0009794051,0.00014560799,0.00010676881,0.00019875946,0.00021795402,0.3843855,0.07558375,0.03107714,0.0023287595,0.50452405],"study_design_scores_gemma":[0.000023488243,0.00007814972,0.00038178396,0.000008481417,0.000025118374,0.00013682323,0.00002144564,0.982917,0.010738063,0.0034783976,0.00216546,0.000025767333],"about_ca_topic_score_codex":0.0013868925,"about_ca_topic_score_gemma":0.0035119022,"teacher_disagreement_score":0.0013868925,"about_ca_system_score_codex":0.00032147087,"about_ca_system_score_gemma":0.0007191995,"threshold_uncertainty_score":0.0029954314},"labels":[],"label_agreement":null},{"id":"W2130149392","doi":"10.1109/vtcf.2006.582","title":"Optimal Signal Sampling Configuration for MEMS INS/GPS Navigation","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Inertial Sensor and Navigation","field":"Engineering","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":"University of Calgary","funders":"","keywords":"Global Positioning System; Inertial navigation system; Computer science; Real-time computing; Sampling (signal processing); SIGNAL (programming language); GPS signals; GPS/INS; Inertial measurement unit; Assisted GPS; Navigation system; Microelectromechanical systems; Dead reckoning; Electronic engineering; Engineering; Inertial frame of reference; Telecommunications; Artificial intelligence","score_opus":0.01563603924718136,"score_gpt":0.23566063580103305,"score_spread":0.2200245965538517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130149392","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":[0.19650786,0.0010882885,0.78973794,0.00046075298,0.00023306378,0.00019990992,0.00028463753,0.0017598829,0.009727703],"genre_scores_gemma":[0.83061254,0.00029632373,0.16755383,0.00008873161,0.00005841213,0.00007230966,0.00021347021,0.000112258225,0.000992002],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993937,0.0001612654,0.000041794232,0.00012403965,0.00021109717,0.00006806016],"domain_scores_gemma":[0.9996184,0.00009675871,0.000062998915,0.000046829944,0.00014669899,0.00002828904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036449434,0.00062535924,0.0004249478,0.00069860846,0.00044781563,0.00052766723,0.00044951317,0.00049046986,0.003436175],"category_scores_gemma":[0.0014626636,0.00027745264,0.0001871821,0.0006648084,0.00026594588,0.0006891247,0.00037391944,0.0003183344,0.0010639958],"study_design_candidate":"bench_or_experimental","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":[0.0042903903,0.0002671717,0.006771823,0.00057503436,0.00007196297,0.00052445254,0.0002922583,0.12734833,0.29659268,0.021716373,0.0051719663,0.5363776],"study_design_scores_gemma":[0.00043430642,0.0015084428,0.009277181,0.00015456312,0.00020180934,0.0012218645,0.00024006008,0.64100856,0.31574064,0.012889704,0.017183479,0.00013943615],"about_ca_topic_score_codex":0.0013436972,"about_ca_topic_score_gemma":0.0015286119,"teacher_disagreement_score":0.003436175,"about_ca_system_score_codex":0.00044684857,"about_ca_system_score_gemma":0.00047708102,"threshold_uncertainty_score":0.011495173},"labels":[],"label_agreement":null},{"id":"W2130350287","doi":"10.1109/vtcf.2006.604","title":"CPW-Antenna Arrays with High Efficiency for Wireless Communications at 5.8 GHz","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":0,"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":"Antenna (radio); Antenna efficiency; Antenna measurement; Antenna factor; Antenna array; Dipole antenna; Electronic engineering; Electrical engineering; Materials science; Computer science; Optoelectronics; Engineering","score_opus":0.0118609899277895,"score_gpt":0.2067173003087846,"score_spread":0.1948563103809951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130350287","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":[0.20420331,0.0010062389,0.77779233,0.00033401212,0.00018291309,0.000051124323,0.00010748794,0.0011863359,0.0151363],"genre_scores_gemma":[0.7821405,0.0006608243,0.20959151,0.00015227757,0.00008818867,0.00010823439,0.00020213018,0.00014649477,0.006909675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997837,0.000033992827,0.000010686244,0.00003649285,0.0001060756,0.00002905953],"domain_scores_gemma":[0.99974245,0.000057762398,0.00006848309,0.000052619947,0.00006961716,0.000009047051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015430171,0.00040478428,0.00034912108,0.00017214623,0.00011973905,0.00047177906,0.0005144758,0.00047290444,0.0013161666],"category_scores_gemma":[0.00055140705,0.00023357259,0.00021979236,0.00042895303,0.00017508923,0.0009331915,0.00037469182,0.00041840645,0.0013826999],"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":[0.00012610479,0.000046315545,0.00073177577,0.00016696264,0.000047470716,0.00016521037,0.00005333841,0.012169999,0.9086117,0.008145833,0.0015957833,0.06813953],"study_design_scores_gemma":[0.00002967291,0.0005287219,0.0018564716,0.00001845352,0.00004395207,0.00076082384,0.000037181908,0.07837518,0.8868079,0.0021815833,0.029329056,0.000030929183],"about_ca_topic_score_codex":0.00006423177,"about_ca_topic_score_gemma":0.00015241535,"teacher_disagreement_score":0.0013161666,"about_ca_system_score_codex":0.00025575393,"about_ca_system_score_gemma":0.00009948544,"threshold_uncertainty_score":0.004402995},"labels":[],"label_agreement":null},{"id":"W2130548116","doi":"10.1109/vtcf.2006.473","title":"RF Hardware Modeling of a Direct Conversion Receiver Using SDMA","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":0,"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 Calgary","funders":"","keywords":"Computer science; Noise (video); Electronic engineering; Verilog; Engineering; Computer hardware; Artificial intelligence","score_opus":0.02015138802168475,"score_gpt":0.20990552119934922,"score_spread":0.18975413317766446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130548116","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":[0.15676439,0.0006982775,0.81479263,0.00027409833,0.00010970476,0.00018189278,0.00044126096,0.0022575608,0.024480138],"genre_scores_gemma":[0.93999696,0.00048050718,0.046847604,0.00007194315,0.000029332796,0.00015389027,0.00020709226,0.00008784985,0.012124782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972326,0.00004399161,0.000013860328,0.000036470257,0.00015160174,0.000030894455],"domain_scores_gemma":[0.99974924,0.00010792106,0.00002769338,0.0000349065,0.00007251906,0.000007823443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002569217,0.00047894282,0.00034221497,0.0002974263,0.0002988871,0.00076546625,0.0009528184,0.00062821584,0.0038784367],"category_scores_gemma":[0.00061552646,0.0002518712,0.00040095169,0.00016844897,0.0002241356,0.0006709743,0.00025553603,0.00047749162,0.0010661128],"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":[0.00019914274,0.00006932536,0.0014475135,0.00019628281,0.000048207166,0.00027457598,0.00014816261,0.9013813,0.059784003,0.014378393,0.0008209693,0.021252122],"study_design_scores_gemma":[0.000015478874,0.00015192467,0.00025183932,0.000011778367,0.000019921607,0.00008628788,0.00000988994,0.9884723,0.007940359,0.0008027868,0.0022304207,0.000007124068],"about_ca_topic_score_codex":0.0028738861,"about_ca_topic_score_gemma":0.0014858893,"teacher_disagreement_score":0.0038784367,"about_ca_system_score_codex":0.0005620431,"about_ca_system_score_gemma":0.0006083843,"threshold_uncertainty_score":0.0129746795},"labels":[],"label_agreement":null},{"id":"W2131607682","doi":"10.1109/vtcf.2006.556","title":"Congestion-Aware Ad Hoc Overlay Network","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Computer network; Overhead (engineering); Download; Mobile ad hoc network; Overlay network; Selection (genetic algorithm); Wireless ad hoc network; Distributed computing; The Internet; Wireless; Operating system","score_opus":0.010361734034786463,"score_gpt":0.22140585338511384,"score_spread":0.21104411935032738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131607682","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":[0.2678471,0.0031394835,0.71135306,0.00073154696,0.00046960489,0.00047928366,0.00034392206,0.004402034,0.011233989],"genre_scores_gemma":[0.94902986,0.00066858594,0.048284773,0.00005917957,0.00007695774,0.00007207536,0.00015952402,0.000028665254,0.0016204057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994947,0.00015872734,0.000031954016,0.00008173896,0.00016975337,0.000063148946],"domain_scores_gemma":[0.9986172,0.0005698795,0.00015968496,0.00016217053,0.00038095273,0.00011015062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007424074,0.0004858806,0.0005570801,0.00056749035,0.00062656106,0.00052767026,0.0010941187,0.00031710556,0.0005369953],"category_scores_gemma":[0.0026025146,0.00022709511,0.0002084287,0.0004901259,0.00026073077,0.0010682732,0.00086389965,0.00042388318,0.00012533441],"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":[0.0006746524,0.0003216184,0.007040285,0.0007083096,0.00022672726,0.00080960494,0.0003617098,0.56819946,0.08189367,0.020765997,0.012757527,0.30624053],"study_design_scores_gemma":[0.000040645573,0.00017096571,0.0009186027,0.000008037434,0.00006825059,0.00023792284,0.000062451334,0.9822859,0.006757145,0.0033485256,0.0060686646,0.000032824664],"about_ca_topic_score_codex":0.002716078,"about_ca_topic_score_gemma":0.004575871,"teacher_disagreement_score":0.002716078,"about_ca_system_score_codex":0.00049524434,"about_ca_system_score_gemma":0.0008946566,"threshold_uncertainty_score":0.0054005384},"labels":[],"label_agreement":null},{"id":"W2134094981","doi":"10.1109/vtcf.2006.546","title":"Performance of Cooperative Ad-Hoc Networks in Rayleigh Fading Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","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":"Concordia University","funders":"","keywords":"Computer network; Relay; Throughput; Wireless ad hoc network; Rayleigh fading; Computer science; Cooperative diversity; Fading; Node (physics); Diversity gain; Channel (broadcasting); Blocking (statistics); Transmission (telecommunications); Mobile ad hoc network; Wireless; Telecommunications; Network packet; Engineering","score_opus":0.021153203173515007,"score_gpt":0.24254216953223592,"score_spread":0.2213889663587209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134094981","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":[0.82480633,0.0020656006,0.16339561,0.00041350894,0.00007268123,0.000055456887,0.00017428007,0.00035902098,0.008657524],"genre_scores_gemma":[0.9971835,0.0002642309,0.0019886051,0.000013514135,0.000014365938,0.000016384352,0.000027812788,0.000008194126,0.00048338226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908614,0.00034765436,0.000029454224,0.000093594084,0.00029436883,0.00014873708],"domain_scores_gemma":[0.99614775,0.0025358459,0.0003110719,0.00023122127,0.0006679778,0.000106133244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017798904,0.00086098147,0.00055097044,0.0005060363,0.00051326037,0.0009099104,0.00045739464,0.00070498994,0.00055372366],"category_scores_gemma":[0.006377131,0.00025233225,0.00016978238,0.0005093876,0.0007495733,0.00087513914,0.00077188807,0.00032555,0.00021182094],"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":[0.00029596506,0.000060071867,0.003316411,0.00007459705,0.000069900096,0.00013443523,0.00015062149,0.9655299,0.009961757,0.0052306047,0.00040912256,0.01476652],"study_design_scores_gemma":[0.000024282124,0.00036535852,0.0017861377,0.000009913429,0.0000302956,0.00011138694,0.000069894006,0.9873591,0.004742404,0.005124674,0.0003568494,0.00001963518],"about_ca_topic_score_codex":0.0025492883,"about_ca_topic_score_gemma":0.0012708615,"teacher_disagreement_score":0.0025492883,"about_ca_system_score_codex":0.0008613943,"about_ca_system_score_gemma":0.00061253447,"threshold_uncertainty_score":0.0094130635},"labels":[],"label_agreement":null},{"id":"W2134121628","doi":"10.1109/vtcf.2006.454","title":"3-Dimensional Interference Modeling for Cellular Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","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":"Ericsson (Canada)","funders":"","keywords":"Interference (communication); Time division multiple access; Computer science; Cellular network; Network planning and design; Radio resource management; Heterogeneous network; Computer network; Telecommunications; Wireless network; Channel (broadcasting); Wireless","score_opus":0.017692526197487436,"score_gpt":0.2058759271856272,"score_spread":0.18818340098813977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134121628","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":[0.01009217,0.0009264576,0.9755476,0.00028095348,0.00011049826,0.000025040012,0.00027868603,0.00034245636,0.012396174],"genre_scores_gemma":[0.8072377,0.004290585,0.17342792,0.00039454954,0.00028492042,0.0004204679,0.00080331287,0.00023366457,0.012906886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983263,0.000052328676,0.000006878091,0.000018557655,0.00006867672,0.000020934414],"domain_scores_gemma":[0.99978846,0.00007784785,0.00003110241,0.000029151184,0.00005865626,0.000014798765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022507035,0.00074379536,0.00043070814,0.00050004525,0.00043647355,0.0008894531,0.00073990814,0.0008853762,0.0014043468],"category_scores_gemma":[0.00085918914,0.0003425252,0.0007047686,0.00087784545,0.00042937644,0.0006597363,0.0006498019,0.0007525614,0.0007423112],"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":[0.000009165971,0.000007441144,0.00020380357,0.000014094063,0.000008241891,0.0000433441,0.000024005307,0.97398585,0.000998739,0.018707616,0.00082468375,0.0051729963],"study_design_scores_gemma":[0.0000010860776,0.0000024040185,0.000043357657,0.000002131549,0.000001619171,0.00001138148,0.000003848196,0.9938023,0.00010418593,0.004937623,0.0010867128,0.0000032672392],"about_ca_topic_score_codex":0.010177293,"about_ca_topic_score_gemma":0.005530458,"teacher_disagreement_score":0.010177293,"about_ca_system_score_codex":0.00096492626,"about_ca_system_score_gemma":0.0006180415,"threshold_uncertainty_score":0.020236075},"labels":[],"label_agreement":null},{"id":"W2135365575","doi":"10.1109/vtcf.2006.107","title":"Efficient Sequential Blind Beamforming for Wireless Underground Communications","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Adaptive Filtering Techniques","field":"Engineering","cited_by":4,"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":"Beamforming; Computer science; Maximal-ratio combining; Leverage (statistics); Algorithm; Wireless; Adaptive beamformer; Path (computing); Electronic engineering; Telecommunications; Computer network; Engineering; Artificial intelligence","score_opus":0.03210722604988548,"score_gpt":0.27200940204664786,"score_spread":0.2399021759967624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135365575","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":[0.005179837,0.0005208284,0.9920167,0.000114751754,0.0000428232,0.000014534971,0.00003919161,0.00028370498,0.0017877119],"genre_scores_gemma":[0.29316762,0.0017386058,0.69641805,0.00016833725,0.00013784236,0.00012799707,0.00019427045,0.000062605235,0.007984707],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978095,0.00006711525,0.000009941839,0.000028931752,0.00008911522,0.000024016692],"domain_scores_gemma":[0.9997993,0.000088373185,0.00003100413,0.000025898398,0.00004638585,0.000009042374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025268277,0.00056028174,0.00039206512,0.0003929909,0.000282115,0.0004072564,0.00033869906,0.0006225316,0.0024299289],"category_scores_gemma":[0.0006354126,0.00023056167,0.00022172397,0.00064573076,0.00038799527,0.000723609,0.0005303308,0.0003778194,0.001172804],"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":[0.00044194443,0.00004412072,0.00050587626,0.0003455428,0.000065944885,0.00017484717,0.00009769072,0.16657767,0.20936728,0.05797663,0.0049205767,0.5594819],"study_design_scores_gemma":[0.000067199944,0.00030709142,0.00042951378,0.000049241957,0.000040855342,0.00044906366,0.000050036775,0.8927153,0.050320297,0.0326964,0.02281431,0.000060695853],"about_ca_topic_score_codex":0.0005121095,"about_ca_topic_score_gemma":0.0011865569,"teacher_disagreement_score":0.0024299289,"about_ca_system_score_codex":0.00025958655,"about_ca_system_score_gemma":0.00048039708,"threshold_uncertainty_score":0.008128941},"labels":[],"label_agreement":null},{"id":"W2136278061","doi":"10.1109/vtcf.2006.493","title":"Formal Evaluation of Major Authentication Methods for IEEE 802.11i WLAN Standard","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":4,"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 Calgary","funders":"","keywords":"Computer science; Authentication protocol; Authentication (law); Lightweight Extensible Authentication Protocol; Protocol (science); Formal methods; Extensibility; Computer security; Computer network; Software engineering; Programming language","score_opus":0.036218330934718324,"score_gpt":0.37463059908738944,"score_spread":0.3384122681526711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136278061","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":[0.03647865,0.00047538773,0.9549558,0.00032901397,0.00006963775,0.00036988984,0.00010541643,0.0007262384,0.0064899526],"genre_scores_gemma":[0.5094315,0.0005957057,0.48619145,0.00012694526,0.00006467456,0.0005014282,0.0002925562,0.0002124415,0.002583276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9925121,0.0024928022,0.0006312789,0.00039806042,0.0035270182,0.00043874304],"domain_scores_gemma":[0.9877115,0.008368475,0.0010213422,0.00092835975,0.0018307817,0.00013951123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007129319,0.00074967934,0.00029882757,0.0013789219,0.00084427785,0.0023532687,0.001068774,0.00063898525,0.0024122635],"category_scores_gemma":[0.015713831,0.00042450847,0.0010468145,0.0005530026,0.0018294662,0.0029099956,0.0010198327,0.0012432846,0.00028176905],"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":[0.00036695658,0.00029716428,0.0030994888,0.0012008577,0.000085773114,0.00030849138,0.0014099359,0.041719265,0.029831816,0.73937535,0.0018951857,0.1804098],"study_design_scores_gemma":[0.00021433661,0.0010456967,0.0017603724,0.0009231801,0.00024521025,0.00084163353,0.0010486603,0.5491659,0.11458746,0.28258902,0.047426753,0.0001517871],"about_ca_topic_score_codex":0.0014544977,"about_ca_topic_score_gemma":0.0016873948,"teacher_disagreement_score":0.007129319,"about_ca_system_score_codex":0.002073197,"about_ca_system_score_gemma":0.0027063708,"threshold_uncertainty_score":0.03770393},"labels":[],"label_agreement":null},{"id":"W2136593844","doi":"10.1109/vetecf.2007.116","title":"PIC Assisted IBDFE Based Iterative Spatial Channel Estimation with Intra and Inter-Cell Interference in SC-FDE System","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Telecommunications link; Single antenna interference cancellation; Interference (communication); Computer science; Equalization (audio); Channel (broadcasting); Orthogonal frequency-division multiplexing; Electronic engineering; Algorithm; Iterative method; Telecommunications; Engineering","score_opus":0.009724154042832315,"score_gpt":0.2256371144348268,"score_spread":0.2159129603919945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136593844","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":[0.15776981,0.00039441604,0.8383093,0.00014754345,0.000048502898,0.000026362823,0.000018075221,0.00031980424,0.0029661688],"genre_scores_gemma":[0.9106234,0.000120493896,0.08787353,0.00005199849,0.000023266342,0.000017353745,0.000024477184,0.0000075415846,0.0012580558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956363,0.00013496816,0.000017189528,0.000049150593,0.00017913281,0.000056033005],"domain_scores_gemma":[0.9992047,0.0004535878,0.00006314615,0.00008451348,0.00017053528,0.000023570197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047407957,0.00028996257,0.00041839504,0.00020233248,0.0002689622,0.00037290688,0.00038714844,0.00047184672,0.00040986095],"category_scores_gemma":[0.0017074667,0.00019355927,0.00018118593,0.00021901501,0.00042617662,0.00046120584,0.0004146328,0.0003857735,0.00011990861],"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":[0.0015472459,0.0001701052,0.0077867806,0.0001729663,0.00016197702,0.0010719862,0.0005489445,0.50292844,0.17024747,0.015884468,0.0015516707,0.29792792],"study_design_scores_gemma":[0.000021844879,0.000112838985,0.0009749162,0.0000073734723,0.000018328075,0.0003372858,0.000019640216,0.965723,0.03144462,0.0007320004,0.000595428,0.000012727175],"about_ca_topic_score_codex":0.0013067238,"about_ca_topic_score_gemma":0.0023796323,"teacher_disagreement_score":0.0013067238,"about_ca_system_score_codex":0.00022780795,"about_ca_system_score_gemma":0.00045028832,"threshold_uncertainty_score":0.002598226},"labels":[],"label_agreement":null},{"id":"W2137114024","doi":"10.1109/vtcf.2006.118","title":"Optimum Design of Differential Unitary Space-Time Modulation","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":2,"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 Alberta","funders":"","keywords":"Unitary state; Mathematics; Euclidean distance; Upper and lower bounds; Rank (graph theory); Constellation; Modulation (music); Product (mathematics); Applied mathematics; Algorithm; Discrete mathematics; Combinatorics; Mathematical analysis; Physics","score_opus":0.01101505222534289,"score_gpt":0.21131820498374795,"score_spread":0.20030315275840507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137114024","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":[0.02006536,0.00047388626,0.97521245,0.00013817192,0.000033455282,0.000031668904,0.00003721032,0.000076088225,0.0039316183],"genre_scores_gemma":[0.74297774,0.0006601871,0.25428426,0.000115050694,0.00006748508,0.00013298597,0.00009573579,0.00002791706,0.0016385886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990044,0.00042962315,0.000046231457,0.00013391081,0.0002915613,0.00009433105],"domain_scores_gemma":[0.99919516,0.00035914322,0.000112107904,0.00011220663,0.00018116426,0.000040250718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081112975,0.0005803873,0.0008109779,0.0004458882,0.00031090114,0.0006947751,0.00062247727,0.000668726,0.0011145555],"category_scores_gemma":[0.0030770074,0.00032209823,0.00029008754,0.0006010841,0.0006434068,0.00076596276,0.00080795726,0.0005024306,0.00034309863],"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":[0.00048626264,0.000074221294,0.0015665704,0.00028644697,0.00007393856,0.0001893598,0.00025402076,0.5023521,0.0443512,0.20628837,0.0016262358,0.2424513],"study_design_scores_gemma":[0.000038899016,0.00012455891,0.00025393808,0.00002480522,0.000014073626,0.00013377538,0.000020190515,0.9658372,0.00668076,0.022903867,0.0039484315,0.000019568106],"about_ca_topic_score_codex":0.00030725173,"about_ca_topic_score_gemma":0.0003237419,"teacher_disagreement_score":0.0011145555,"about_ca_system_score_codex":0.0005462416,"about_ca_system_score_gemma":0.00044089556,"threshold_uncertainty_score":0.0042896867},"labels":[],"label_agreement":null},{"id":"W2137743211","doi":"10.1109/vetecf.2007.139","title":"A Low Complexity IFFT-Based PTS Technique for PAPR Reduction in OFDM Systems","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"PAPR reduction in OFDM","field":"Engineering","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":"Orthogonal frequency-division multiplexing; Reduction (mathematics); Computational complexity theory; Computer science; Decimation; Algorithm; Fast Fourier transform; Frequency-division multiplexing; Multiplexing; SIGNAL (programming language); Multiplicative function; Mathematics; Electronic engineering; Telecommunications; Engineering; Bandwidth (computing)","score_opus":0.028782193229989254,"score_gpt":0.26285335895323686,"score_spread":0.2340711657232476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137743211","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014461389,0.00038200337,0.9827665,0.00009286985,0.00005785744,0.00002681972,0.000028116367,0.0003135455,0.0018708091],"genre_scores_gemma":[0.28152326,0.0010087932,0.71217173,0.00014096158,0.00019189248,0.00006840597,0.00016917309,0.00007114738,0.0046545947],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998153,0.000040951953,0.000012970931,0.000024166193,0.000092845,0.000013811303],"domain_scores_gemma":[0.9997844,0.000076512515,0.00003281336,0.000036034166,0.000060255355,0.000009942603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019061641,0.0004955409,0.00027827203,0.0003248884,0.00026673893,0.00033256368,0.00030605102,0.0002775381,0.0019036888],"category_scores_gemma":[0.0008336135,0.00015191305,0.0002942426,0.0004120804,0.00024177253,0.00043297227,0.00022282473,0.00048749565,0.00068218197],"study_design_candidate":"not_applicable","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":[0.00025330766,0.000052849282,0.0005410265,0.0002170712,0.000040986048,0.00024902658,0.00014065347,0.023231499,0.40003133,0.015513017,0.0020040416,0.55772513],"study_design_scores_gemma":[0.000108684835,0.0014057936,0.0022357525,0.0000672771,0.00012319504,0.0035902718,0.00007703212,0.4927932,0.44089344,0.009247717,0.049391843,0.000065779575],"about_ca_topic_score_codex":0.0002884282,"about_ca_topic_score_gemma":0.00045001283,"teacher_disagreement_score":0.0019036888,"about_ca_system_score_codex":0.00016382344,"about_ca_system_score_gemma":0.0003564206,"threshold_uncertainty_score":0.0063684583},"labels":[],"label_agreement":null},{"id":"W2137992400","doi":"10.1109/vtcf.2006.578","title":"Improving INS/GPS Navigation Accuracy through Compensation of Kalman Filter Errors","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":17,"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 Calgary","funders":"","keywords":"Inertial navigation system; Kalman filter; GPS/INS; Computer science; Global Positioning System; Navigation system; Residual; Filter (signal processing); Compensation (psychology); Noise (video); SIGNAL (programming language); Control theory (sociology); Extended Kalman filter; Real-time computing; Assisted GPS; Artificial intelligence; Computer vision; Algorithm; Telecommunications; Inertial frame of reference","score_opus":0.012792423721200949,"score_gpt":0.22834324380426896,"score_spread":0.215550820083068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137992400","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":[0.0688228,0.0005773403,0.9230322,0.00022326823,0.00014072545,0.000028320666,0.000083139974,0.0024522145,0.0046399357],"genre_scores_gemma":[0.764509,0.00059150014,0.23050027,0.00007325964,0.00007803297,0.000034364337,0.00015499275,0.00012661715,0.00393198],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996024,0.00006878432,0.00003100559,0.00007356911,0.00017593728,0.000048383077],"domain_scores_gemma":[0.9995371,0.00012590825,0.00006086539,0.00007260629,0.00019211278,0.000011378566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066858286,0.0005999863,0.00032753777,0.000476991,0.0003136981,0.0004801359,0.00035774824,0.00044500182,0.0013382528],"category_scores_gemma":[0.0023920382,0.0002941506,0.00021386227,0.00046046628,0.00023654028,0.0006977515,0.00042089328,0.000407348,0.0007491719],"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":[0.0003732805,0.00009239948,0.007940006,0.00022447798,0.000079095604,0.000092449816,0.00023400749,0.33235684,0.075396426,0.005176799,0.0032398358,0.5747944],"study_design_scores_gemma":[0.000037719987,0.00014107012,0.0053202184,0.000032119045,0.00007439788,0.00013149355,0.000048071728,0.93107325,0.05373922,0.0018199579,0.0075548547,0.000027559896],"about_ca_topic_score_codex":0.008361897,"about_ca_topic_score_gemma":0.008451895,"teacher_disagreement_score":0.008361897,"about_ca_system_score_codex":0.00036648542,"about_ca_system_score_gemma":0.0005721966,"threshold_uncertainty_score":0.016626477},"labels":[],"label_agreement":null},{"id":"W2140249632","doi":"10.1109/vtcf.2006.163","title":"A Bandwidth-Efficient Coded Cooperative Communications System","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Saskatchewan","funders":"","keywords":"Spectral efficiency; Computer science; Quadrature amplitude modulation; Bandwidth (computing); Encoder; Concatenation (mathematics); Phase-shift keying; Fading; Electronic engineering; Algorithm; Decoding methods; Telecommunications; Bit error rate; Mathematics; Arithmetic; Engineering; Channel (broadcasting)","score_opus":0.027619271285412333,"score_gpt":0.2585850865807939,"score_spread":0.23096581529538154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140249632","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":[0.14056453,0.0010461743,0.83636594,0.0005515678,0.00016256384,0.00019586553,0.00017770162,0.0011664147,0.019769246],"genre_scores_gemma":[0.93950087,0.00031901328,0.05319668,0.00012723159,0.000057312343,0.00015145812,0.000120768724,0.000010616266,0.006515997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962676,0.000071915034,0.000016431455,0.00007561151,0.00016035039,0.000048900794],"domain_scores_gemma":[0.99964166,0.000062875704,0.000047858048,0.00007232327,0.00014388537,0.00003134611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028612235,0.0004706119,0.0005396573,0.00036034314,0.00072975084,0.0007424895,0.0008197493,0.0007338309,0.0013663305],"category_scores_gemma":[0.00051171816,0.0001611919,0.00022424954,0.0005916799,0.0004319184,0.00070107117,0.00092795765,0.0003585168,0.0005863251],"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":[0.00061845145,0.00031001514,0.0017384494,0.00040209104,0.00014154232,0.0020909077,0.0005789393,0.35447094,0.27813196,0.09349205,0.011234394,0.25679025],"study_design_scores_gemma":[0.000086418615,0.00036995977,0.0004774522,0.000017489892,0.000058856498,0.00079876266,0.00005737187,0.9618783,0.016418198,0.007906657,0.011879932,0.00005058113],"about_ca_topic_score_codex":0.0017569998,"about_ca_topic_score_gemma":0.0017948133,"teacher_disagreement_score":0.0017569998,"about_ca_system_score_codex":0.00039381205,"about_ca_system_score_gemma":0.0006474705,"threshold_uncertainty_score":0.004570782},"labels":[],"label_agreement":null},{"id":"W2140264163","doi":"10.1109/vtcf.2006.266","title":"Branch-and-Bound Approach to OFDMA Radio Resource Allocation","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Orthogonal frequency-division multiple access; Computer science; Computational complexity theory; Orthogonal frequency-division multiplexing; Resource allocation; Frequency-division multiple access; Mathematical optimization; Upper and lower bounds; Algorithm; Channel (broadcasting); Channel allocation schemes; Wireless; Mathematics; Computer network; Telecommunications","score_opus":0.0067104505783642425,"score_gpt":0.18902863669300982,"score_spread":0.18231818611464556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140264163","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018211302,0.0010853945,0.993188,0.00018021547,0.0000551038,0.000026071299,0.000016387028,0.00007993795,0.0035477802],"genre_scores_gemma":[0.34762332,0.0041258256,0.64050424,0.0003954519,0.00037488315,0.0003980984,0.00013668844,0.00013776524,0.0063036988],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975937,0.0013708915,0.00006441083,0.00015953499,0.00064954435,0.00016179481],"domain_scores_gemma":[0.99719113,0.0021510688,0.000118529286,0.00012589335,0.00036076672,0.000052604628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026074091,0.0013569426,0.0019395292,0.00096641027,0.00093655096,0.0023616012,0.0012272694,0.0013242194,0.003467178],"category_scores_gemma":[0.007087759,0.0006166788,0.00040984087,0.0020843341,0.001291537,0.0016343731,0.0011061323,0.0019975167,0.0012146507],"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":[0.00007828418,0.000080308026,0.00023960439,0.000109622444,0.000054151547,0.000045299887,0.00005514839,0.79257154,0.00068528473,0.10225154,0.0029579464,0.10087133],"study_design_scores_gemma":[0.000008804131,0.000019053248,0.000026517222,0.000007878256,0.000005434931,0.000016319531,0.00000663751,0.97784895,0.00018085357,0.020914173,0.0009611965,0.000004257513],"about_ca_topic_score_codex":0.003217871,"about_ca_topic_score_gemma":0.003143105,"teacher_disagreement_score":0.003467178,"about_ca_system_score_codex":0.0012329104,"about_ca_system_score_gemma":0.0025846153,"threshold_uncertainty_score":0.013789415},"labels":[],"label_agreement":null},{"id":"W2140302921","doi":"10.1109/vtcf.2006.365","title":"Source-Channel Communication in One-Helper Problem","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Fusion center; Computer science; Channel code; Channel (broadcasting); Coding (social sciences); Distributed source coding; Scheduling (production processes); Computer network; Power consumption; Source code; Linear network coding; Power (physics); Decoding methods; Algorithm; Mathematical optimization; Telecommunications; Wireless; Mathematics; Cognitive radio","score_opus":0.016153655919326243,"score_gpt":0.21645147511820567,"score_spread":0.20029781919887943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140302921","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":[0.08769598,0.0009074677,0.89651114,0.001725785,0.00019530498,0.00021103048,0.00036752198,0.00016864366,0.012217119],"genre_scores_gemma":[0.89424527,0.0005934947,0.094883606,0.00032580644,0.00029906578,0.00020460144,0.0002617791,0.00008375552,0.009102643],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99811065,0.00076589,0.000053664186,0.00038463506,0.00028002873,0.00040521627],"domain_scores_gemma":[0.9922008,0.0061501674,0.0005101348,0.0003952834,0.00041635078,0.00032724746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033139202,0.0012239261,0.0022843513,0.0006775977,0.00121022,0.0017087774,0.0024669373,0.002810696,0.0062580267],"category_scores_gemma":[0.007302972,0.000568148,0.00067562296,0.0010878226,0.0020934548,0.0027416225,0.0020541747,0.0014867698,0.00063740596],"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":[0.000687619,0.00026851307,0.0014168853,0.0006189698,0.00018904204,0.0016824311,0.00045663462,0.7921912,0.0035343983,0.1515576,0.010035161,0.037361514],"study_design_scores_gemma":[0.00014344577,0.00014429288,0.00025293947,0.000028049199,0.00004539368,0.00045716172,0.00019807661,0.90342623,0.0013118292,0.0916631,0.0022929786,0.000036532012],"about_ca_topic_score_codex":0.0015424694,"about_ca_topic_score_gemma":0.0014590736,"teacher_disagreement_score":0.0062580267,"about_ca_system_score_codex":0.001185347,"about_ca_system_score_gemma":0.001294487,"threshold_uncertainty_score":0.020935237},"labels":[],"label_agreement":null},{"id":"W2142155648","doi":"10.1109/vtcf.2006.421","title":"BER Transfer Chart Analysis of Turbo Frequency Domain Equalization","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Turbo equalizer; EXIT chart; Bit error rate; Equalization (audio); Turbo; Computer science; Transfer function; Equalizer; Algorithm; Turbo code; Frequency domain; Chart; Decoding methods; Mathematics; Channel (broadcasting); Statistics; Telecommunications; Low-density parity-check code; Engineering","score_opus":0.009123368468178067,"score_gpt":0.2254311194760778,"score_spread":0.21630775100789973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142155648","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":[0.25188166,0.0012023761,0.72830266,0.00021269398,0.000082720064,0.000071976116,0.00018107636,0.0032213056,0.014843507],"genre_scores_gemma":[0.9707727,0.00045221316,0.025196452,0.000052530962,0.000031546046,0.00003800092,0.00014525873,0.00021080466,0.003100347],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909234,0.00019154315,0.000021821252,0.00007557477,0.00052371254,0.00009501708],"domain_scores_gemma":[0.9973416,0.0013689807,0.00026668055,0.0002471864,0.0007394086,0.0000362018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010155888,0.0005118596,0.00052734494,0.0013111806,0.00030198914,0.00062596984,0.00030057566,0.00073395466,0.002155733],"category_scores_gemma":[0.0072781476,0.00018849886,0.00034743504,0.00057706836,0.000625147,0.0013391254,0.00032436813,0.00058843906,0.0007367142],"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":[0.00041236126,0.000048059184,0.0022679588,0.0000861452,0.00005850306,0.00031726807,0.00014217822,0.8907085,0.03268244,0.01570364,0.0011588446,0.05641413],"study_design_scores_gemma":[0.000003725252,0.00006492716,0.001422959,0.000009140157,0.000009012279,0.0001158017,0.000008862324,0.9844493,0.0118829375,0.0015125262,0.00050120975,0.000019568766],"about_ca_topic_score_codex":0.001783173,"about_ca_topic_score_gemma":0.00048884656,"teacher_disagreement_score":0.002155733,"about_ca_system_score_codex":0.00084901747,"about_ca_system_score_gemma":0.0003856823,"threshold_uncertainty_score":0.0072116256},"labels":[],"label_agreement":null},{"id":"W2142512514","doi":"10.1109/vetecf.2007.179","title":"Fade Slope Analysis of Ka-Band LEO Satellite Links","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"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 British Columbia","funders":"","keywords":"Fade; Fading; Geostationary orbit; Satellite; Attenuation; Ka band; Environmental science; Meteorology; Communications satellite; Remote sensing; Geology; Computer science; Telecommunications; Physics","score_opus":0.024775281558017483,"score_gpt":0.24169406213452868,"score_spread":0.2169187805765112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142512514","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":[0.98594624,0.00016875168,0.012296701,0.000018397697,0.0000049589926,0.000014041445,0.00015920172,0.0000775155,0.0013142236],"genre_scores_gemma":[0.9991042,0.00006848762,0.0005475792,0.0000044813596,0.0000024469168,0.0000034612426,0.00012054955,0.000003523671,0.00014512926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998468,0.000019776195,0.000010469187,0.000021084883,0.00006361167,0.000038187187],"domain_scores_gemma":[0.9988643,0.0004640186,0.00020645196,0.00008122814,0.00032586648,0.000058158083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010962,0.00027985589,0.00023173128,0.001640137,0.0002518537,0.0004355635,0.00024907503,0.00026285686,0.0005590165],"category_scores_gemma":[0.0017640381,0.00013359901,0.00024844983,0.0008241373,0.00025621837,0.0003892955,0.0003328339,0.0003114304,0.00017752308],"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":[0.00042428824,0.0000767446,0.33423072,0.000100310666,0.00012793788,0.0012763364,0.00043615748,0.59904873,0.02118708,0.0021333557,0.0005074728,0.04045088],"study_design_scores_gemma":[0.000010774484,0.00020720971,0.18271224,0.00001684469,0.000051119092,0.0007484743,0.0003123736,0.80761886,0.006934285,0.0008026856,0.0005431626,0.000041848947],"about_ca_topic_score_codex":0.0047809407,"about_ca_topic_score_gemma":0.0034456144,"teacher_disagreement_score":0.0047809407,"about_ca_system_score_codex":0.00030583606,"about_ca_system_score_gemma":0.00018414996,"threshold_uncertainty_score":0.009506226},"labels":[],"label_agreement":null},{"id":"W2143014241","doi":"10.1109/vtcf.2006.94","title":"Transmitter Precoding for Orthogonal Space-Time Block-Coded OFDM in Transmit-Antenna and Path-Correlated Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":7,"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 Alberta","funders":"","keywords":"Precoding; Orthogonal frequency-division multiplexing; Transmitter; MIMO; Block code; Computer science; MIMO-OFDM; Zero-forcing precoding; Antenna (radio); Bit error rate; Spatial multiplexing; Algorithm; Mathematics; Channel (broadcasting); Control theory (sociology); Topology (electrical circuits); Telecommunications; Decoding methods; Artificial intelligence","score_opus":0.007941612145504554,"score_gpt":0.20786821954531978,"score_spread":0.19992660739981521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143014241","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":[0.043936767,0.00050126476,0.9509636,0.00015515859,0.00005535084,0.000031854135,0.000059526457,0.00009413968,0.004202255],"genre_scores_gemma":[0.8550825,0.00079933956,0.1387424,0.000089962414,0.00006725291,0.000062499166,0.00011280285,0.000021491162,0.0050217914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997197,0.00010478549,0.000008114127,0.000027374163,0.000105919404,0.0000341192],"domain_scores_gemma":[0.99948275,0.00027576866,0.000071225324,0.00004614353,0.0001120678,0.000011969298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003138201,0.00036325955,0.00033790193,0.00011907444,0.00025449344,0.00049730967,0.0003244399,0.00032680354,0.0011054602],"category_scores_gemma":[0.0012758067,0.00019125962,0.00017553891,0.00037246224,0.00038061224,0.00038248056,0.00039708626,0.00039130545,0.00026225884],"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":[0.00028644822,0.000091181195,0.0014018995,0.00035291244,0.00008787965,0.000644559,0.00026362448,0.6964037,0.048605707,0.09438164,0.0035358046,0.15394458],"study_design_scores_gemma":[0.00001408704,0.000067198394,0.00024204035,0.000010382209,0.00001467631,0.000112836824,0.00001965931,0.98760194,0.0057608006,0.0052732984,0.0008752667,0.000007921413],"about_ca_topic_score_codex":0.0012003233,"about_ca_topic_score_gemma":0.0030296047,"teacher_disagreement_score":0.0012003233,"about_ca_system_score_codex":0.0003628913,"about_ca_system_score_gemma":0.00097222155,"threshold_uncertainty_score":0.0036981106},"labels":[],"label_agreement":null},{"id":"W2143635038","doi":"10.1109/vtcf.2006.57","title":"Spatial-Smoothing-Based Direction-of-Arrival, Propagation Delay and Channel Estimation for Antenna-Array DS/CDMA Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Direction-of-Arrival Estimation Techniques","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":"McGill University","funders":"","keywords":"Multipath propagation; Direction of arrival; Computer science; Estimator; Delay spread; Smoothing; Angle of arrival; Antenna array; Algorithm; Channel (broadcasting); Fading; Code division multiple access; Antenna (radio); Electronic engineering; Narrowband; Smart antenna; Signal subspace; Telecommunications; Noise (video); Directional antenna; Engineering; Mathematics; Statistics; Artificial intelligence","score_opus":0.0126007460322561,"score_gpt":0.2399693766888388,"score_spread":0.2273686306565827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143635038","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":[0.013804805,0.00017014352,0.98552436,0.000059476468,0.000015763799,0.000007975893,0.000011628864,0.000117696945,0.00028815455],"genre_scores_gemma":[0.4125894,0.00056108966,0.5853228,0.000051994182,0.000090466194,0.000051513063,0.0000849579,0.000033570286,0.0012141644],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997582,0.00007406487,0.000012545294,0.000030858315,0.000107435786,0.000017015922],"domain_scores_gemma":[0.9994531,0.00030525532,0.000065019885,0.000057450372,0.00010478713,0.000014355542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005138059,0.00035398084,0.00032393765,0.00038695216,0.00025284037,0.00038131757,0.0003410178,0.0003835968,0.00044575837],"category_scores_gemma":[0.002197183,0.00025847298,0.00023049662,0.0006836773,0.00034926174,0.0005012949,0.00033420467,0.00039316062,0.00021803823],"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":[0.0002618545,0.000055027514,0.0023742684,0.00011360266,0.00006688707,0.0000912608,0.00008453891,0.5951007,0.04022413,0.012678226,0.00092611444,0.3480234],"study_design_scores_gemma":[0.00001426326,0.000043448308,0.0005243856,0.0000033982014,0.0000135770015,0.00004628878,0.000014094897,0.9868559,0.007813863,0.0037014117,0.0009581605,0.00001116787],"about_ca_topic_score_codex":0.002295165,"about_ca_topic_score_gemma":0.0030903602,"teacher_disagreement_score":0.002295165,"about_ca_system_score_codex":0.00028465304,"about_ca_system_score_gemma":0.00074384175,"threshold_uncertainty_score":0.00456357},"labels":[],"label_agreement":null},{"id":"W2143905968","doi":"10.1109/vtcf.2006.484","title":"Asynchronous Power Control with Active Link Protection Algorithms for Wireless Ad Hoc Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Asynchronous communication; Computer science; Wireless ad hoc network; Algorithm; Power control; Mobile ad hoc network; Computer network; Wireless network; Wireless; Power (physics); Distributed computing; Network packet; Telecommunications","score_opus":0.01598541525971957,"score_gpt":0.24754102769068861,"score_spread":0.23155561243096903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143905968","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":[0.0034158684,0.00016221413,0.99493814,0.000043242766,0.000044545497,0.000021808935,0.000005857174,0.00012135578,0.0012470187],"genre_scores_gemma":[0.42304698,0.0007558687,0.5705698,0.00014010824,0.00028886224,0.000223789,0.000076887576,0.00009723236,0.0048004994],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995442,0.000113874565,0.000034679175,0.000088586705,0.00019010407,0.000028623788],"domain_scores_gemma":[0.9991725,0.00040888684,0.000104509134,0.00011693378,0.00016215384,0.00003506973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076980155,0.00069888216,0.00046974604,0.00046421945,0.00046976082,0.00068004284,0.0012413581,0.0005029054,0.0019625458],"category_scores_gemma":[0.0022644964,0.00017830888,0.0002866966,0.0005485198,0.0005323698,0.001618169,0.0006132018,0.0009770758,0.0003583565],"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":[0.0002047441,0.00015709852,0.0007042957,0.00020264313,0.000050408657,0.00011228695,0.00019296624,0.3550051,0.011420896,0.14450641,0.003422975,0.4840201],"study_design_scores_gemma":[0.00007136222,0.00013500068,0.00011374347,0.000011599332,0.000015403695,0.00010370158,0.000013185485,0.9558598,0.0032253126,0.03403932,0.0063982196,0.000013504054],"about_ca_topic_score_codex":0.00046172444,"about_ca_topic_score_gemma":0.00045125882,"teacher_disagreement_score":0.0019625458,"about_ca_system_score_codex":0.00036138983,"about_ca_system_score_gemma":0.00039148532,"threshold_uncertainty_score":0.0065653324},"labels":[],"label_agreement":null},{"id":"W2144251831","doi":"10.1109/vtcf.2006.507","title":"Client Puzzles Based on Quasi Partial Collisions Against DoS Attacks in UMTS","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; UMTS frequency bands; Denial-of-service attack; Computer network; Computer security; Access control; The Internet; Server; Mobile computing; Hash function; Mobile device; World Wide Web","score_opus":0.013217687099618434,"score_gpt":0.24276086986375434,"score_spread":0.2295431827641359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144251831","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":[0.22977339,0.00032901939,0.7629895,0.00024976788,0.00004679971,0.00020935707,0.000037255413,0.0015893823,0.0047754874],"genre_scores_gemma":[0.92815495,0.00010545714,0.069189236,0.000042674583,0.000026667454,0.0000767944,0.000040159808,0.00007396226,0.0022901606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99688244,0.00091580185,0.0001877143,0.00025622925,0.0013669633,0.00039080583],"domain_scores_gemma":[0.99113095,0.0039507058,0.0012984948,0.002090569,0.0010569082,0.00047245485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020153078,0.0005983998,0.001235179,0.0014294705,0.0013626387,0.0017560164,0.0014572046,0.001017031,0.002223993],"category_scores_gemma":[0.011586173,0.00059406954,0.00065211015,0.0011607895,0.0020874348,0.0033453004,0.0031598376,0.0013780108,0.00048690007],"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":[0.003596136,0.00034789686,0.011358868,0.00030603888,0.0002536034,0.001271638,0.0026017264,0.38154584,0.083727404,0.2509416,0.003318125,0.26073116],"study_design_scores_gemma":[0.0000769736,0.0003659155,0.0010682635,0.000016604092,0.00004352017,0.0007147374,0.00022682021,0.9381631,0.026911085,0.029530225,0.002820801,0.000061892744],"about_ca_topic_score_codex":0.0012510563,"about_ca_topic_score_gemma":0.0006771552,"teacher_disagreement_score":0.002223993,"about_ca_system_score_codex":0.0012407003,"about_ca_system_score_gemma":0.0011379421,"threshold_uncertainty_score":0.010658085},"labels":[],"label_agreement":null},{"id":"W2145568339","doi":"10.1109/vtcf.2006.73","title":"Interference Suppression Through Adaptive Subset Antenna Transmission in Interference Limited MIMO Wireless Environments","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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 Alberta","funders":"","keywords":"MIMO; Computer science; Interference (communication); Antenna (radio); Spatial multiplexing; Channel state information; Electronic engineering; Transmission (telecommunications); 3G MIMO; Co-channel interference; Zero-forcing precoding; Multi-user MIMO; Channel (broadcasting); Fading; Precoding; Transmitter power output; Telecommunications; Wireless; Engineering; Transmitter","score_opus":0.016861993954648193,"score_gpt":0.2342318926176627,"score_spread":0.2173698986630145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145568339","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":[0.13175859,0.00033271208,0.865234,0.00008787956,0.000026830803,0.000020399402,0.00003043653,0.00016417877,0.0023450009],"genre_scores_gemma":[0.9047279,0.00046479658,0.09354864,0.000050198505,0.000049383034,0.000036692403,0.000035294146,0.000017311517,0.0010697383],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997609,0.00010692929,0.000009565095,0.00002732912,0.00006333931,0.0000320256],"domain_scores_gemma":[0.9995307,0.00024259873,0.000080958795,0.000069632355,0.000057379817,0.000018765815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029600563,0.0005246576,0.0005257479,0.00019020538,0.00029560717,0.0004119965,0.00042620968,0.00034242662,0.00037685642],"category_scores_gemma":[0.0010610552,0.00018486792,0.0002696673,0.00047844637,0.00041257092,0.00050246867,0.00043655097,0.00024589314,0.00017492572],"study_design_candidate":"bench_or_experimental","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":[0.00043889717,0.00009303587,0.0023666974,0.00015536671,0.000098652985,0.0010747169,0.00034945027,0.7913848,0.09912993,0.017656976,0.0008053192,0.08644608],"study_design_scores_gemma":[0.000013891879,0.00021890675,0.00045236843,0.000008390864,0.000031072606,0.00033031908,0.00004203955,0.9789996,0.015901873,0.003362818,0.0006270788,0.000011529476],"about_ca_topic_score_codex":0.00032882649,"about_ca_topic_score_gemma":0.00042678518,"teacher_disagreement_score":0.0005257479,"about_ca_system_score_codex":0.00013188909,"about_ca_system_score_gemma":0.00018047453,"threshold_uncertainty_score":0.0015654564},"labels":[],"label_agreement":null},{"id":"W2146432538","doi":"10.1109/vetecf.2007.203","title":"An Improved SOS-Based Fading Channel Emulator","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":20,"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 Alberta","funders":"","keywords":"Fading; Fading distribution; Rayleigh fading; Channel state information; Computer science; Autocorrelation; Channel (broadcasting); Algorithm; Probability density function; Electronic engineering; Rician fading; Mathematics; Statistics; Telecommunications; Wireless; Engineering","score_opus":0.014066753410015403,"score_gpt":0.26525081077414864,"score_spread":0.25118405736413324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146432538","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":[0.0739996,0.00005442539,0.9163233,0.00008491941,0.00004761835,0.000079394995,0.0002734968,0.0033927537,0.00574447],"genre_scores_gemma":[0.72517127,0.00010043665,0.27115384,0.00006983459,0.000014605051,0.00013305643,0.0003294276,0.0002957997,0.0027317412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999861,0.00003391897,0.000007465255,0.000014224208,0.000060654336,0.000022626558],"domain_scores_gemma":[0.9997174,0.00009873024,0.000028104996,0.00005658425,0.00008377529,0.000015377167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026627342,0.0002786291,0.00024091077,0.0001937356,0.00017689874,0.0002925885,0.0006657293,0.00024339292,0.0028832133],"category_scores_gemma":[0.0009533156,0.0001448697,0.0002013886,0.00021136597,0.00020397974,0.00051597983,0.0003399484,0.0005727938,0.00053831696],"study_design_candidate":"bench_or_experimental","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":[0.0001682394,0.000049151382,0.0012972018,0.000046826834,0.000024272622,0.000084180574,0.000039468792,0.93579274,0.018163769,0.014501022,0.0011986292,0.028634476],"study_design_scores_gemma":[0.000011067614,0.00002298051,0.0000723515,0.0000026751666,0.0000039565252,0.000017252838,0.0000030525587,0.99217755,0.0055833934,0.00067832606,0.0014231212,0.0000043063496],"about_ca_topic_score_codex":0.0015264861,"about_ca_topic_score_gemma":0.0017985795,"teacher_disagreement_score":0.0028832133,"about_ca_system_score_codex":0.00026316705,"about_ca_system_score_gemma":0.0006890076,"threshold_uncertainty_score":0.009645343},"labels":[],"label_agreement":null},{"id":"W2146851815","doi":"10.1109/vtcf.2006.324","title":"Linear Dispersion for Single-Carrier Communications in Frequency Selective Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Orthogonal frequency-division multiplexing; Fading; Carrier frequency offset; Cyclic prefix; Diversity scheme; Computer science; Electronic engineering; Decoding methods; Frequency offset; Diversity gain; Multiplexing; Bit error rate; Telecommunications; Frequency-division multiplexing; Engineering; Channel (broadcasting)","score_opus":0.026511649987404788,"score_gpt":0.2664033200198775,"score_spread":0.2398916700324727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146851815","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":[0.08120076,0.006537855,0.89101416,0.0011375812,0.0001337402,0.000047634312,0.000045319277,0.00017787585,0.019705031],"genre_scores_gemma":[0.92040694,0.0037895828,0.071708515,0.00012379108,0.0001670932,0.00005376078,0.00003933264,0.000020657226,0.0036904013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973017,0.00006945979,0.00000661841,0.000022997889,0.00014546096,0.000025225718],"domain_scores_gemma":[0.99918705,0.000545453,0.00007304283,0.00006170553,0.00011710836,0.000015721265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003535948,0.00027182372,0.00022018336,0.00032851225,0.00044764366,0.0006067187,0.00025696625,0.0005643694,0.0013446509],"category_scores_gemma":[0.001612536,0.0001366109,0.0001329401,0.00044284787,0.00063962745,0.00057158066,0.0004004568,0.0005037416,0.00029008643],"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":[0.00022516896,0.000060863582,0.0018154235,0.00044265497,0.000038192575,0.00048704774,0.00029917946,0.31484228,0.09862042,0.37808403,0.0026914214,0.20239332],"study_design_scores_gemma":[0.00002169497,0.00015396226,0.0006084508,0.000061906205,0.000017261982,0.00027280848,0.0000705278,0.8983471,0.019800551,0.07137265,0.009242314,0.000030795214],"about_ca_topic_score_codex":0.0009857528,"about_ca_topic_score_gemma":0.0017612778,"teacher_disagreement_score":0.0013446509,"about_ca_system_score_codex":0.0008221031,"about_ca_system_score_gemma":0.0008989414,"threshold_uncertainty_score":0.005964756},"labels":[],"label_agreement":null},{"id":"W2147399659","doi":"10.1109/vtcf.2006.199","title":"SR-ARQ for MIMO OFDM Systems with Channel State Information Only at the Receiver","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Automatic repeat request; Selective Repeat ARQ; Computer science; Hybrid automatic repeat request; Channel state information; Network packet; Orthogonal frequency-division multiplexing; Fading; Computer network; Go-Back-N ARQ; MIMO; Throughput; MIMO-OFDM; Channel (broadcasting); Transmission (telecommunications); Real-time computing; Algorithm; Wireless; Telecommunications; Telecommunications link","score_opus":0.007989852254038763,"score_gpt":0.20383756276209536,"score_spread":0.1958477105080566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147399659","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":[0.35357365,0.005211155,0.6175147,0.0008306608,0.00051777856,0.00044247607,0.00017924666,0.0013950049,0.02033524],"genre_scores_gemma":[0.9423619,0.0009426732,0.05488365,0.00013491527,0.00011823619,0.00008192598,0.00006353297,0.000043352582,0.001369579],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99620676,0.0014120997,0.0001563822,0.000238116,0.0014729446,0.00051361247],"domain_scores_gemma":[0.9856359,0.009654501,0.00081313704,0.0017476435,0.0019829331,0.00016607536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060724462,0.0005668087,0.0008435698,0.0006295776,0.0007879268,0.0012744259,0.0015185305,0.0008788334,0.0026594112],"category_scores_gemma":[0.012204849,0.0002091009,0.00038123378,0.00050254934,0.0008331053,0.0027205467,0.000919375,0.00084536185,0.00046968783],"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":[0.0029839575,0.0005588196,0.0043217186,0.0010543428,0.0004127604,0.00049626967,0.00036634863,0.73578405,0.027716292,0.049544316,0.0031262317,0.17363484],"study_design_scores_gemma":[0.00012767258,0.0015303837,0.000985015,0.000030095021,0.0000957817,0.0002769728,0.00013128291,0.9814509,0.0067910664,0.006569049,0.0019689966,0.00004283464],"about_ca_topic_score_codex":0.0016349715,"about_ca_topic_score_gemma":0.0017566953,"teacher_disagreement_score":0.0060724462,"about_ca_system_score_codex":0.00092827604,"about_ca_system_score_gemma":0.0010662138,"threshold_uncertainty_score":0.032114565},"labels":[],"label_agreement":null},{"id":"W2148871295","doi":"10.1109/vtcf.2006.571","title":"FPGA Implementation of a Wireless Modem Suitable for Digital Satellite News Gathering","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Field-programmable gate array; Computer science; Virtex; Codec; Computer hardware; Embedded system; Digital signal processing; Wireless; Communications satellite; Satellite; Telecommunications; Engineering","score_opus":0.014972838148250752,"score_gpt":0.27605979443677486,"score_spread":0.26108695628852413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148871295","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":[0.40607533,0.00080288475,0.5464211,0.00034008958,0.00034845388,0.00045766585,0.00037506415,0.0077760136,0.037403382],"genre_scores_gemma":[0.8711849,0.00016047304,0.12004484,0.00012655152,0.000029428082,0.000099298566,0.00014129373,0.00008559851,0.008127707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999349,0.000012013614,0.000003872482,0.000011578153,0.000022483955,0.000015185618],"domain_scores_gemma":[0.9999105,0.000025192927,0.000011467302,0.00001539415,0.000030202522,0.000007282196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087698056,0.00023134846,0.00010687177,0.0002514192,0.00013648655,0.00024392958,0.00044902237,0.00025256208,0.0038932355],"category_scores_gemma":[0.00023428877,0.00010038972,0.00010042888,0.00007341324,0.00008354168,0.00016314595,0.00007823731,0.00016954375,0.00057495385],"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":[0.00086658815,0.00014495564,0.0038820377,0.0006115652,0.000101272766,0.0013650642,0.00029729863,0.018227927,0.6473823,0.0100672245,0.007434834,0.309619],"study_design_scores_gemma":[0.0005235998,0.004418021,0.014471624,0.00014280688,0.00019895054,0.0045731775,0.00013950648,0.25497162,0.6345836,0.0019044849,0.08400367,0.0000689395],"about_ca_topic_score_codex":0.00048697484,"about_ca_topic_score_gemma":0.0006704837,"teacher_disagreement_score":0.0038932355,"about_ca_system_score_codex":0.00019955134,"about_ca_system_score_gemma":0.00018606975,"threshold_uncertainty_score":0.013024151},"labels":[],"label_agreement":null},{"id":"W2150417568","doi":"10.1109/vtcf.2006.93","title":"An Uplink SDMA System with Reduced Near-Far Problem and MIMO Channel Correlations","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced MIMO Systems Optimization","field":"Engineering","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":"Carleton University","funders":"","keywords":"Microcell; Space-division multiple access; Telecommunications link; Base station; MIMO; Computer science; Channel (broadcasting); Computer network; Electronic engineering; Engineering","score_opus":0.006203016043653511,"score_gpt":0.19396931602799178,"score_spread":0.18776629998433828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150417568","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":[0.31913325,0.00028955826,0.67712116,0.00031398179,0.000044559278,0.000042365475,0.000063580395,0.00023090134,0.0027606823],"genre_scores_gemma":[0.95707977,0.00014191726,0.041296463,0.00006330611,0.00004153811,0.000030217054,0.000049351816,0.0000101749065,0.0012871884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903286,0.000335628,0.000035969737,0.00013921215,0.00029126587,0.00016506188],"domain_scores_gemma":[0.9977441,0.001223542,0.00041832007,0.00020413927,0.00029347648,0.00011649244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085009774,0.00066139386,0.001163485,0.00031913543,0.0006856273,0.00069306657,0.00050388835,0.0008446601,0.0007003306],"category_scores_gemma":[0.0026966007,0.00045225702,0.00049037894,0.00070482463,0.0007760286,0.00084875984,0.00081205706,0.0007769335,0.00019046834],"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":[0.00025512167,0.00012143862,0.003483615,0.0001251113,0.00013869099,0.0008000918,0.00010476245,0.93371326,0.020517936,0.0118675195,0.0006989674,0.028173385],"study_design_scores_gemma":[0.000036905745,0.0001636979,0.0012463229,0.0000048338247,0.00003836372,0.0003695179,0.00004650145,0.98947716,0.0056819716,0.002555087,0.00035445008,0.00002529248],"about_ca_topic_score_codex":0.0028471749,"about_ca_topic_score_gemma":0.002792063,"teacher_disagreement_score":0.0028471749,"about_ca_system_score_codex":0.0005258572,"about_ca_system_score_gemma":0.0013327637,"threshold_uncertainty_score":0.005661249},"labels":[],"label_agreement":null},{"id":"W2151087881","doi":"10.1109/vtcf.2006.366","title":"Random Binning and Turbo Source Coding for Lossless Compression of Memoryless Sources","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Computer science; Turbo code; Lossless compression; Variable-length code; Algorithm; Theoretical computer science; Context-adaptive binary arithmetic coding; Entropy encoding; Data compression; Source code; Distributed source coding; Tunstall coding; Decoding methods","score_opus":0.012099935635383419,"score_gpt":0.2300457274370346,"score_spread":0.2179457918016512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151087881","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028591596,0.00045248072,0.96901727,0.00014607391,0.000044386332,0.00002913693,0.000032327272,0.0002579874,0.0014287054],"genre_scores_gemma":[0.64975,0.0009306878,0.3454676,0.00019974977,0.00006553538,0.00009311952,0.00013772649,0.000103282706,0.0032524075],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996276,0.00009406817,0.000017133229,0.000030262818,0.00020522586,0.000025747166],"domain_scores_gemma":[0.99894327,0.00048343846,0.00014449815,0.00015457538,0.00023524457,0.00003910209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956417,0.00042835643,0.00042540743,0.0005563879,0.00021042513,0.0004556628,0.00076198194,0.00063556124,0.0010615294],"category_scores_gemma":[0.0031520233,0.00020337557,0.00023280775,0.0007774464,0.00059529155,0.0012579652,0.0005831114,0.0006479007,0.00037515094],"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":[0.00042372718,0.00005876766,0.0006500463,0.00023185852,0.000050518076,0.00026638442,0.000108209795,0.6679781,0.059564713,0.14482275,0.0011780105,0.124666885],"study_design_scores_gemma":[0.000014813051,0.00005742444,0.000101054735,0.000012785721,0.000008979251,0.000091417925,0.0000060930493,0.97214365,0.015952885,0.010788659,0.0008050795,0.00001728325],"about_ca_topic_score_codex":0.00059903006,"about_ca_topic_score_gemma":0.00075579225,"teacher_disagreement_score":0.0010615294,"about_ca_system_score_codex":0.00036695512,"about_ca_system_score_gemma":0.0005289365,"threshold_uncertainty_score":0.0036789775},"labels":[],"label_agreement":null},{"id":"W2154028804","doi":"10.1109/vtcf.2006.548","title":"Power Control in 802.11 Wireless LANs","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"InterDigital (Canada)","funders":"","keywords":"Computer science; Power control; Computer network; File Transfer Protocol; Wireless; Wireless lan; Reduction (mathematics); Scheme (mathematics); IEEE 802.11; Interference (communication); Power (physics); Control (management); Inter-Access Point Protocol; Wireless network; Telecommunications; Wi-Fi; The Internet; Operating system","score_opus":0.007314219229963518,"score_gpt":0.22101261873533382,"score_spread":0.21369839950537028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154028804","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":[0.023051582,0.009456324,0.92369884,0.001274698,0.0006146764,0.000083202875,0.000025145528,0.00068332267,0.04111226],"genre_scores_gemma":[0.8578872,0.012193639,0.100529626,0.00053412496,0.001160414,0.00019137694,0.000062548286,0.00013564731,0.027305398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990823,0.00024026442,0.000064986096,0.000117583535,0.0004032078,0.000091588554],"domain_scores_gemma":[0.99929416,0.00036819847,0.00007055737,0.00007423332,0.00017359339,0.000019323374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010554448,0.0005231308,0.00037973808,0.00055670855,0.0006908943,0.0017557951,0.00077943294,0.00074127346,0.0015682188],"category_scores_gemma":[0.0026915604,0.0003825376,0.00021677853,0.00079260365,0.0012685462,0.0018036058,0.0006416579,0.0012692314,0.0004156564],"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":[0.00017520133,0.00011196472,0.0013202302,0.0003858705,0.000045246594,0.0008214846,0.0005847166,0.15732095,0.022439124,0.5292952,0.0057422286,0.28175774],"study_design_scores_gemma":[0.0001009067,0.0004384951,0.0009331094,0.00022811699,0.00008817788,0.0014975417,0.00029152923,0.57663053,0.031931624,0.25840497,0.12935297,0.000102014485],"about_ca_topic_score_codex":0.0009481822,"about_ca_topic_score_gemma":0.000590584,"teacher_disagreement_score":0.0017557951,"about_ca_system_score_codex":0.0006305048,"about_ca_system_score_gemma":0.0003247973,"threshold_uncertainty_score":0.005581796},"labels":[],"label_agreement":null},{"id":"W2154535919","doi":"10.1109/vtcf.2006.296","title":"Adaptive Kalman Filtering for Local Mean Power Estimation in Mobile Communications","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"Kalman filter; Fast Kalman filter; Computer science; Extended Kalman filter; Invariant extended Kalman filter; Adaptive filter; Wireless; Power (physics); Control theory (sociology); Artificial intelligence; Algorithm; Telecommunications","score_opus":0.01718879369933328,"score_gpt":0.2508646567128286,"score_spread":0.2336758630134953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154535919","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":[0.0019020668,0.00055137207,0.99690944,0.00006194468,0.00003999327,0.0000089298765,0.000016308493,0.00010440268,0.0004056421],"genre_scores_gemma":[0.55398464,0.0056289854,0.4319344,0.00020571571,0.00062427425,0.00032668808,0.0003718831,0.00014825197,0.0067751436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992754,0.00021790071,0.000044013057,0.00018624868,0.00022185582,0.00005475059],"domain_scores_gemma":[0.9987876,0.00084210624,0.00009736372,0.00008453654,0.00017235326,0.000015992717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012440758,0.0006494283,0.0010389244,0.00059970986,0.00043813596,0.00074697833,0.0008714433,0.0009614886,0.001644545],"category_scores_gemma":[0.005129247,0.00037256823,0.0006030489,0.0010694355,0.00058370805,0.0017054813,0.0006317692,0.0011920632,0.0006080237],"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":[0.000118744654,0.000041017258,0.0013754078,0.0002559504,0.00012801602,0.00014393641,0.00017955471,0.69942874,0.0065536895,0.065155976,0.0028080002,0.22381102],"study_design_scores_gemma":[0.000008295889,0.00003039506,0.0003266185,0.000013891131,0.000015798374,0.000023003933,0.0000108281065,0.98532444,0.0008373495,0.011607112,0.0017871378,0.000015079572],"about_ca_topic_score_codex":0.0059008226,"about_ca_topic_score_gemma":0.004250466,"teacher_disagreement_score":0.0059008226,"about_ca_system_score_codex":0.00067371427,"about_ca_system_score_gemma":0.00067726173,"threshold_uncertainty_score":0.0117329955},"labels":[],"label_agreement":null},{"id":"W2154997940","doi":"10.1109/vtcf.2006.557","title":"Vehicle Localization in Vehicular Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":72,"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":"Ranging; Computer science; Position (finance); Euclidean distance; Noise (video); Distance measurement; Algorithm; Artificial intelligence; Computer vision; Real-time computing; Telecommunications","score_opus":0.00609301947978528,"score_gpt":0.19155264920612233,"score_spread":0.18545962972633706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154997940","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":[0.008859269,0.0016091779,0.98695976,0.0001571513,0.000094688134,0.00003123439,0.000037818638,0.0005373408,0.0017136759],"genre_scores_gemma":[0.7076652,0.004201771,0.28044012,0.00013657015,0.00020351628,0.00015798194,0.00035168655,0.00007476543,0.006768483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991904,0.00026489556,0.000034005236,0.00018416958,0.00022739565,0.00009916829],"domain_scores_gemma":[0.9996309,0.00013117086,0.00005892104,0.00005165147,0.00010714587,0.000020248972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059258565,0.00067266816,0.0008069655,0.00083824975,0.0006696373,0.0009959262,0.0014060885,0.0010290704,0.0007158769],"category_scores_gemma":[0.0017502643,0.00034272854,0.0003408936,0.0012852717,0.0005885075,0.0012298204,0.0015462235,0.0005387684,0.0006371056],"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":[0.00010298791,0.000025026207,0.0014989835,0.00017896199,0.000054885106,0.00020648807,0.00012385876,0.7842519,0.006191652,0.034145825,0.0035084148,0.16971101],"study_design_scores_gemma":[0.000027832311,0.000072940995,0.00037691678,0.00002744951,0.0000229241,0.00018107954,0.000081472666,0.9626901,0.0040581794,0.017596468,0.0148393065,0.00002533849],"about_ca_topic_score_codex":0.004491744,"about_ca_topic_score_gemma":0.0036474648,"teacher_disagreement_score":0.004491744,"about_ca_system_score_codex":0.00067997474,"about_ca_system_score_gemma":0.00060210447,"threshold_uncertainty_score":0.00893122},"labels":[],"label_agreement":null},{"id":"W2155828185","doi":"10.1109/vetecf.2007.35","title":"New CDMA-Based MAC Protocol for Ad Hoc Networks","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Computer network; Wireless ad hoc network; Code division multiple access; Ad hoc wireless distribution service; Throughput; Network packet; Channel access method; Wireless network; Optimized Link State Routing Protocol; Multiple Access with Collision Avoidance for Wireless; Mobile ad hoc network; Channel (broadcasting); Access control; Bottleneck; Control channel; Reverse Address Resolution Protocol; Distributed computing; Wireless; Routing protocol; Telecommunications link; Telecommunications; The Internet; Internet Protocol","score_opus":0.021476617678477052,"score_gpt":0.2872264197602288,"score_spread":0.26574980208175175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155828185","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":[0.0032536897,0.03811502,0.9222583,0.0014321295,0.0052266303,0.0013843038,0.00068056025,0.0022950713,0.025354255],"genre_scores_gemma":[0.08694628,0.031567384,0.8142214,0.0032068945,0.0035757057,0.0050355373,0.0030820998,0.00027711704,0.05208758],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973363,0.00067518186,0.00024653864,0.00037556564,0.0011632268,0.00020307719],"domain_scores_gemma":[0.9987841,0.00031476258,0.00014895809,0.00013304876,0.0005325712,0.000086592656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013397122,0.0010542163,0.0011261507,0.0015277461,0.0013491465,0.0015919844,0.002764748,0.0018497787,0.0041527483],"category_scores_gemma":[0.002455336,0.0003854526,0.0005947001,0.002292246,0.0009002858,0.0023017062,0.0013102856,0.003228078,0.003186128],"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":[0.00059092283,0.00032165422,0.00087340426,0.0029793854,0.00026010894,0.0011001261,0.0004614925,0.016620623,0.050246824,0.19063777,0.12105707,0.61485064],"study_design_scores_gemma":[0.0001996494,0.00039481246,0.0005883839,0.00030459958,0.00015172787,0.0026943341,0.00007256368,0.06020898,0.014655346,0.03275129,0.88777435,0.00020392136],"about_ca_topic_score_codex":0.0011990726,"about_ca_topic_score_gemma":0.0014441608,"teacher_disagreement_score":0.0041527483,"about_ca_system_score_codex":0.0011389744,"about_ca_system_score_gemma":0.0016434485,"threshold_uncertainty_score":0.013892293},"labels":[],"label_agreement":null},{"id":"W2156012074","doi":"10.1109/vtcf.2006.283","title":"On the Peak Factor of Sampled and Continuous Signals","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"PAPR reduction in OFDM","field":"Engineering","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":"École de Technologie Supérieure; University of Ottawa","funders":"","keywords":"SIGNAL (programming language); Nyquist–Shannon sampling theorem; Frequency factor; Factor (programming language); Upper and lower bounds; Bounded function; Crest factor; Mathematics; Sequence (biology); Control theory (sociology); Energy (signal processing); Computer science; Algorithm; Statistics; Mathematical analysis; Physics; Telecommunications; Bandwidth (computing); Artificial intelligence","score_opus":0.012441656353999821,"score_gpt":0.207489811514347,"score_spread":0.19504815516034718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156012074","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":[0.027897768,0.003365768,0.93909365,0.00053659116,0.00014273272,0.00003112903,0.00006932224,0.00025344643,0.028609695],"genre_scores_gemma":[0.7954913,0.0051328135,0.19202788,0.0003318487,0.00045999995,0.000101608915,0.00009534002,0.00023287031,0.006126359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99819547,0.00044586466,0.000076257646,0.0003019528,0.0008174198,0.00016312076],"domain_scores_gemma":[0.9887078,0.008872351,0.00042775777,0.0009360534,0.00087012537,0.00018594041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240868,0.00091160816,0.000577992,0.0013630139,0.00055114325,0.0020634541,0.0007674482,0.0011071581,0.0029594938],"category_scores_gemma":[0.020888692,0.00033447784,0.0004948923,0.0011685035,0.00403867,0.0042426586,0.0015932142,0.002147935,0.0008398371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006321898,0.000035880395,0.0007819295,0.00027486472,0.000021101408,0.00065492385,0.00040169334,0.049143884,0.017869448,0.8636699,0.0019684974,0.06454577],"study_design_scores_gemma":[0.000045039214,0.00025931073,0.0010613063,0.00020910682,0.00003648194,0.0016273239,0.0002205713,0.3528105,0.018803177,0.6072585,0.017573113,0.00009557625],"about_ca_topic_score_codex":0.00064887333,"about_ca_topic_score_gemma":0.00031665328,"teacher_disagreement_score":0.0029594938,"about_ca_system_score_codex":0.0011677085,"about_ca_system_score_gemma":0.0004993472,"threshold_uncertainty_score":0.011850953},"labels":[],"label_agreement":null},{"id":"W2156279194","doi":"10.1109/vtcf.2006.367","title":"Wiener LMS Based Multipath Channel Estimation in WCDMA and cdma2000","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CDMA2000; Computer science; Code division multiple access; Multipath propagation; Smoothing; Asynchronous communication; Channel (broadcasting); Delay spread; Multiuser detection; Electronic engineering; Real-time computing; Computer network; Engineering","score_opus":0.015804880837966873,"score_gpt":0.25205043456137266,"score_spread":0.23624555372340578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156279194","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":[0.039077766,0.00095430634,0.957642,0.00017698036,0.00006961474,0.000017552113,0.000045392233,0.0004550716,0.0015611724],"genre_scores_gemma":[0.5793134,0.0017470506,0.40845215,0.00011355423,0.00013898103,0.00006256968,0.00019538589,0.00010725221,0.009869617],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995096,0.0001454039,0.000020947396,0.000090286005,0.00018710853,0.00004671895],"domain_scores_gemma":[0.99902236,0.0006058813,0.00009100729,0.00006316571,0.00018890646,0.000028745892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085810176,0.0004195779,0.00040286372,0.0005836394,0.0003283322,0.0007618988,0.00036098526,0.000796755,0.0008804066],"category_scores_gemma":[0.00544232,0.00030971278,0.00017641917,0.00073697016,0.0005516057,0.001151376,0.00043470217,0.0006483402,0.00047464066],"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":[0.0004803134,0.000049573242,0.0021107765,0.00016995694,0.000053494983,0.00019713516,0.00014669476,0.58433187,0.038960636,0.028077295,0.0013547692,0.34406754],"study_design_scores_gemma":[0.000013595397,0.000059949616,0.0011785354,0.000014672382,0.000014171816,0.00008191602,0.000025194075,0.9770622,0.015714718,0.0044490164,0.0013599048,0.000026138146],"about_ca_topic_score_codex":0.0042140926,"about_ca_topic_score_gemma":0.005768612,"teacher_disagreement_score":0.0042140926,"about_ca_system_score_codex":0.00060938887,"about_ca_system_score_gemma":0.0010439616,"threshold_uncertainty_score":0.008379102},"labels":[],"label_agreement":null},{"id":"W2157262676","doi":"10.1109/vtcf.2006.64","title":"Low-Complexity Optimal Detection for Hybrid Space-Time Block Coding and Spatial Multiplexing","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":17,"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 Alberta","funders":"","keywords":"Space–time block code; Minimum mean square error; Block code; Detector; Algorithm; Spatial multiplexing; Multiplexing; Computer science; Decoding methods; MIMO; Computational complexity theory; Block (permutation group theory); Mathematics; Telecommunications; Statistics; Combinatorics; Estimator","score_opus":0.013163274915567416,"score_gpt":0.22681936373522166,"score_spread":0.21365608881965426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157262676","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":[0.028169468,0.0003158607,0.9700398,0.00009075888,0.000020217658,0.000017269233,0.00002886924,0.00017782814,0.0011400352],"genre_scores_gemma":[0.6189185,0.0002585506,0.37920165,0.000104632345,0.000039306757,0.000053794764,0.00009837363,0.00001657891,0.0013087316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914014,0.0003178708,0.00003083277,0.00007145082,0.00037593002,0.00006374463],"domain_scores_gemma":[0.9988171,0.0007860271,0.00011191831,0.000104524974,0.00015012002,0.000030376208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080363353,0.00037122314,0.0004589908,0.00037068437,0.00020671773,0.00045443157,0.00037872724,0.0004307297,0.0006767572],"category_scores_gemma":[0.0027532422,0.0002517603,0.00018539696,0.00039432576,0.00049440336,0.00059524504,0.0006631558,0.00035200675,0.00025425287],"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":[0.0008725153,0.00010911096,0.0028577452,0.00027480477,0.00013593979,0.0002655291,0.00016206772,0.43614623,0.07273004,0.13513047,0.0029600195,0.34835562],"study_design_scores_gemma":[0.000020751291,0.000059704387,0.00020549796,0.0000075125668,0.000009372663,0.00009856534,0.000007660914,0.9782985,0.009583951,0.010912962,0.0007849573,0.000010708102],"about_ca_topic_score_codex":0.00081724254,"about_ca_topic_score_gemma":0.0016375162,"teacher_disagreement_score":0.00081724254,"about_ca_system_score_codex":0.00044168998,"about_ca_system_score_gemma":0.0009327515,"threshold_uncertainty_score":0.0042500496},"labels":[],"label_agreement":null},{"id":"W2158258092","doi":"10.1109/vtcf.2006.385","title":"Soft-Decision Decoding for Differential Pulse-Position Modulation (DPPM) Over Optical Wireless Communications","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":6,"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":"Pulse-position modulation; Decoding methods; Optical wireless; Computer science; Wireless; Optical wireless communications; Optical communication; Position (finance); Telecommunications; Modulation (music); Pulse (music); Computer network; Electronic engineering; Physics; Pulse-amplitude modulation; Optoelectronics; Engineering; Business","score_opus":0.01826751567683333,"score_gpt":0.25766854359793695,"score_spread":0.23940102792110363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158258092","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":[0.025020376,0.00038683656,0.9724334,0.00025923934,0.000076782286,0.00003119837,0.000033371267,0.00016784745,0.0015910259],"genre_scores_gemma":[0.62390804,0.00051696785,0.37087563,0.00032639893,0.0001272465,0.00009636016,0.00010932332,0.000038489754,0.0040015457],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991392,0.00025668688,0.000056528446,0.000082280014,0.0003903518,0.00007494175],"domain_scores_gemma":[0.9982243,0.0010790156,0.00018842876,0.0001930069,0.0002726809,0.000042655647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005985838,0.0005123553,0.0004550011,0.00044361138,0.0004487224,0.0008410304,0.0005957772,0.0007360082,0.0012424961],"category_scores_gemma":[0.003506858,0.00018726973,0.0002008398,0.00040137867,0.0006686918,0.00080045837,0.0007652755,0.0009629907,0.00045792118],"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":[0.00081643305,0.00015497174,0.0021567661,0.0004781922,0.000098434844,0.0004951803,0.0002538851,0.1746239,0.10716947,0.09517696,0.0026003125,0.61597556],"study_design_scores_gemma":[0.00006534633,0.00021189643,0.0004065671,0.000043342963,0.000028502483,0.00044951492,0.000031403782,0.8934768,0.07735977,0.023634754,0.004251346,0.000040837618],"about_ca_topic_score_codex":0.00039893156,"about_ca_topic_score_gemma":0.000740452,"teacher_disagreement_score":0.0012424961,"about_ca_system_score_codex":0.0005424416,"about_ca_system_score_gemma":0.0006322134,"threshold_uncertainty_score":0.00415653},"labels":[],"label_agreement":null},{"id":"W2158298465","doi":"10.1109/vtcf.2006.128","title":"Bandwidth Efficient Space-Frequency Codes Based on Cyclic Delay Diversity","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"Communications Research Centre Canada","funders":"","keywords":"Pairwise error probability; Diversity scheme; Spectral efficiency; Computer science; Antenna diversity; Transmit diversity; Bandwidth (computing); Algorithm; Convolutional code; Electronic engineering; Orthogonal frequency-division multiplexing; MIMO; Telecommunications; Fading; Channel (broadcasting); Decoding methods; Engineering; Wireless","score_opus":0.009410033104416512,"score_gpt":0.21205139312773957,"score_spread":0.20264136002332306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158298465","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":[0.04500059,0.0016315986,0.94197464,0.0002643965,0.00011057418,0.000055969827,0.000074521,0.00017274778,0.010714944],"genre_scores_gemma":[0.84557337,0.001441841,0.1495813,0.00015306738,0.00012609967,0.00010464722,0.00008207551,0.000029530536,0.0029079544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994779,0.00012929393,0.000015217202,0.000042024498,0.00025895867,0.00007663283],"domain_scores_gemma":[0.9987086,0.0006751013,0.00013848342,0.00017495196,0.00026044456,0.00004238722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048371992,0.00044366758,0.00036510502,0.0005618208,0.00032987617,0.0005761741,0.0005002977,0.0006458505,0.0009836977],"category_scores_gemma":[0.0021716168,0.00014604321,0.00021579588,0.00096129905,0.0009566146,0.00073900656,0.0006874976,0.0006208337,0.00027316454],"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":[0.00018483931,0.000055482054,0.0006444387,0.00016006673,0.00004341848,0.00024151776,0.00015584697,0.29328352,0.056911018,0.5380466,0.0020972753,0.108176045],"study_design_scores_gemma":[0.000032901353,0.00017968251,0.0002805334,0.00003230304,0.000014604386,0.00043243208,0.000021561273,0.9174661,0.021987163,0.05247094,0.007037653,0.000044127046],"about_ca_topic_score_codex":0.00097258977,"about_ca_topic_score_gemma":0.0011152538,"teacher_disagreement_score":0.0009836977,"about_ca_system_score_codex":0.0005002293,"about_ca_system_score_gemma":0.0007172412,"threshold_uncertainty_score":0.003629446},"labels":[],"label_agreement":null},{"id":"W2159593759","doi":"10.1109/vetecf.2007.252","title":"Decode-and-Forward Cooperative Networks with Relay Selection","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Relay; Maximal-ratio combining; Selection (genetic algorithm); Upper and lower bounds; Overhead (engineering); Computer science; Cooperative diversity; Detector; Bit error rate; Diversity combining; Algorithm; Mathematics; Telecommunications; Topology (electrical circuits); Decoding methods; Combinatorics; Artificial intelligence; Power (physics); Fading; Physics","score_opus":0.015794107744421235,"score_gpt":0.25179960702835164,"score_spread":0.2360054992839304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159593759","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":[0.03627027,0.002206673,0.95256454,0.00051345525,0.00009869761,0.00009106456,0.0000836965,0.0003125102,0.007859114],"genre_scores_gemma":[0.85432607,0.0026716446,0.13593341,0.0003037758,0.00015537723,0.00028744695,0.00010718079,0.000016797921,0.0061981524],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989742,0.00042509488,0.00004511394,0.00018971121,0.00026633134,0.000099599085],"domain_scores_gemma":[0.9990233,0.0005258095,0.00011763928,0.0001312247,0.00017501343,0.000026970627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010352288,0.0009559268,0.0009277893,0.00056003325,0.0005816488,0.00070932356,0.0008662731,0.0010668549,0.0004979629],"category_scores_gemma":[0.002516178,0.00035123713,0.00034779115,0.0009132652,0.00070865126,0.0012834143,0.001219144,0.00049349375,0.0003543485],"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":[0.00053536,0.00015804188,0.001962255,0.0006097321,0.00020018265,0.0019818705,0.00070808013,0.503878,0.039427843,0.20448878,0.0059826486,0.24006718],"study_design_scores_gemma":[0.0000774147,0.00026371432,0.0002754735,0.00003316356,0.00009287274,0.00084946613,0.00007144111,0.9285726,0.01025897,0.04995281,0.009504389,0.00004759362],"about_ca_topic_score_codex":0.0014354816,"about_ca_topic_score_gemma":0.0016944185,"teacher_disagreement_score":0.0014354816,"about_ca_system_score_codex":0.0005547387,"about_ca_system_score_gemma":0.00066693046,"threshold_uncertainty_score":0.0054748654},"labels":[],"label_agreement":null},{"id":"W2160026295","doi":"10.1109/vtcf.2006.133","title":"A Distributed SIR-Based Power Control Algorithm for WCDMA Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Multipath propagation; Algorithm; Power control; Rayleigh fading; Code division multiple access; Convergence (economics); Interference (communication); Algorithm design; Channel (broadcasting); Signal-to-noise ratio (imaging); Fading; Power (physics); Computer network; Telecommunications","score_opus":0.015240876199150785,"score_gpt":0.25400523460429686,"score_spread":0.23876435840514607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160026295","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024684146,0.00009981494,0.99592847,0.000059336686,0.000034877714,0.000020546888,0.000005105188,0.0002847539,0.0010986191],"genre_scores_gemma":[0.4384069,0.00046382513,0.5511668,0.00015847229,0.0001462348,0.00020470339,0.00009149343,0.00011986919,0.009241684],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995227,0.00009784471,0.00002688429,0.000110544344,0.00020598173,0.00003600172],"domain_scores_gemma":[0.9994912,0.00019218697,0.000051464798,0.000051704275,0.00019601377,0.000017400862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007721856,0.0006311373,0.0004810475,0.00041116003,0.00040553493,0.0007704716,0.0010774112,0.0005865862,0.0019248037],"category_scores_gemma":[0.002140524,0.00022604912,0.0002956469,0.0004458523,0.00047542722,0.0007035258,0.00052608957,0.0014019541,0.0007630461],"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":[0.00020405061,0.00010871433,0.00040676745,0.00010655275,0.000040207313,0.00010126681,0.00015791645,0.5320259,0.021460667,0.028956613,0.0023543602,0.41407707],"study_design_scores_gemma":[0.00002234303,0.000047894784,0.00007977423,0.000005814465,0.000005852021,0.00004641723,0.000006106998,0.99261147,0.0035465274,0.0019340451,0.0016869862,0.000006694272],"about_ca_topic_score_codex":0.0013253543,"about_ca_topic_score_gemma":0.0016395085,"teacher_disagreement_score":0.0019248037,"about_ca_system_score_codex":0.00056467095,"about_ca_system_score_gemma":0.0006721914,"threshold_uncertainty_score":0.0064391494},"labels":[],"label_agreement":null},{"id":"W2160446245","doi":"10.1109/vtcf.2006.600","title":"A Modified LINC Amplification System for Wireless Transceivers","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transceiver; Amplifier; Computer science; Architecture; Wireless; Electronic engineering; Channel (broadcasting); Nonlinear system; Power (physics); Electrical engineering; Engineering; Telecommunications; Bandwidth (computing); Physics","score_opus":0.013656530777484932,"score_gpt":0.21211615004513645,"score_spread":0.19845961926765152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160446245","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":[0.110796615,0.000987468,0.86777294,0.0004528054,0.0002472241,0.00016122349,0.000105572835,0.0027281956,0.016747938],"genre_scores_gemma":[0.7541798,0.00059686357,0.22806334,0.00022125599,0.00028204056,0.00014951182,0.00014739066,0.0000822128,0.016277654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955577,0.00008339565,0.000020993184,0.000059407645,0.0002344691,0.000045914283],"domain_scores_gemma":[0.99954104,0.000091533315,0.000080711565,0.000047436115,0.00021440707,0.000025010264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031599795,0.00038753948,0.0002521307,0.00032084808,0.00030156737,0.0005817852,0.00088630384,0.00043532584,0.0030586629],"category_scores_gemma":[0.0006363749,0.00015190218,0.00017446597,0.00030560783,0.00027341206,0.0008581787,0.00035426306,0.0003663333,0.0014141344],"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":[0.0002488656,0.00005569702,0.0012668909,0.00019161953,0.000046345976,0.00024014701,0.00014631783,0.009030975,0.8261435,0.013028538,0.0025539233,0.14704719],"study_design_scores_gemma":[0.00006844847,0.0018582736,0.0027497285,0.00005995555,0.00016840352,0.0016842707,0.00008933495,0.3071777,0.6091047,0.0020395473,0.074864134,0.0001354803],"about_ca_topic_score_codex":0.0004713855,"about_ca_topic_score_gemma":0.0011357431,"teacher_disagreement_score":0.0030586629,"about_ca_system_score_codex":0.0006183332,"about_ca_system_score_gemma":0.00030258484,"threshold_uncertainty_score":0.01023227},"labels":[],"label_agreement":null},{"id":"W2162834874","doi":"10.1109/vtcf.2006.164","title":"Narrowband Interference Cancellation in an UWB Filter Bank Receiver","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Ultra-Wideband Communications Technology","field":"Engineering","cited_by":2,"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 Calgary","funders":"","keywords":"Narrowband; Bit error rate; Computer science; Rake receiver; Pulse-position modulation; Interference (communication); Electronic engineering; Filter (signal processing); Channel (broadcasting); Rake; Telecommunications; Single antenna interference cancellation; Fading; Engineering; Pulse (music); Pulse-amplitude modulation","score_opus":0.011882242648128184,"score_gpt":0.21815419432158709,"score_spread":0.2062719516734589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162834874","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":[0.097657755,0.0008894162,0.88939214,0.00019459777,0.00026647543,0.00005191395,0.00006173672,0.0020719166,0.0094140535],"genre_scores_gemma":[0.54706186,0.00078558613,0.43137714,0.0004489546,0.00025221446,0.000083451174,0.00014925252,0.00009412799,0.01974744],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957055,0.00006453932,0.000020696682,0.000057518966,0.00022843893,0.000058271067],"domain_scores_gemma":[0.99975497,0.000103504964,0.000024072522,0.00003404551,0.00007174394,0.000011701383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044272188,0.00038430543,0.00055869186,0.00025065066,0.00031101026,0.0009828737,0.00068484753,0.0010310875,0.0026673044],"category_scores_gemma":[0.0007576466,0.00026388263,0.00032363358,0.00022239643,0.0002525474,0.0006555279,0.00023427403,0.00048975676,0.0022268964],"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":[0.0011390295,0.00018368143,0.0023659787,0.00031239158,0.00021776171,0.00096154946,0.00023137414,0.06161495,0.6708593,0.022631537,0.0018690908,0.23761337],"study_design_scores_gemma":[0.00015673361,0.00096948835,0.0017470223,0.00007206292,0.00020203782,0.003165614,0.000045201352,0.51411694,0.45830444,0.0028937391,0.018253222,0.00007348178],"about_ca_topic_score_codex":0.0007171237,"about_ca_topic_score_gemma":0.00086201663,"teacher_disagreement_score":0.0026673044,"about_ca_system_score_codex":0.0003383958,"about_ca_system_score_gemma":0.000578769,"threshold_uncertainty_score":0.008923054},"labels":[],"label_agreement":null},{"id":"W2163693360","doi":"10.1109/vtcf.2006.196","title":"Broadband Wireless Access Interference and Capacity Estimation","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"Computer science; Computer network; Orthogonal frequency-division multiplexing; Interference (communication); Broadband networks; Throughput; Telecommunications link; Wireless broadband; Base station; Soft handover; Transmitter power output; Wireless network; Broadband; Orthogonal frequency-division multiple access; Frequency-division multiple access; Wireless; Telecommunications; Transmitter; Channel (broadcasting)","score_opus":0.011622141096426421,"score_gpt":0.21969595296988753,"score_spread":0.2080738118734611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163693360","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":[0.6693468,0.0018337853,0.2852782,0.0003786307,0.000065330394,0.00012376999,0.00084184983,0.0013415256,0.040790025],"genre_scores_gemma":[0.9914932,0.0002085391,0.007235795,0.000011994669,0.000008926041,0.000031979773,0.00012897636,0.000024591216,0.0008559685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950886,0.00017429778,0.000014381996,0.000048850517,0.00014557585,0.00010791467],"domain_scores_gemma":[0.9985631,0.0009250619,0.00011172661,0.00010178131,0.0002721109,0.000026111946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005822229,0.00042158554,0.00040153443,0.00076502835,0.00029943587,0.00063638896,0.00057656615,0.00055617816,0.0017528414],"category_scores_gemma":[0.004082624,0.00017903018,0.0002746494,0.0010375159,0.00037541872,0.0008792174,0.00038735534,0.0004974557,0.00021772973],"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":[0.00004862481,0.00001734368,0.0009265833,0.000018355879,0.000009694589,0.0000702107,0.0000135375385,0.9882883,0.0010602465,0.004410075,0.0002252898,0.004911747],"study_design_scores_gemma":[0.0000027096037,0.000018127836,0.00045840247,0.0000036853733,0.000004120618,0.000027689164,0.000009097895,0.9968353,0.0012986744,0.0010766749,0.00026048388,0.000005076221],"about_ca_topic_score_codex":0.008993236,"about_ca_topic_score_gemma":0.0040818155,"teacher_disagreement_score":0.008993236,"about_ca_system_score_codex":0.0009183318,"about_ca_system_score_gemma":0.00052869756,"threshold_uncertainty_score":0.01788181},"labels":[],"label_agreement":null},{"id":"W2165361939","doi":"10.1109/vetecf.2007.121","title":"Generalized Cyclic Delay Diversity for Orthogonal Frequency Division Multiplexing","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":6,"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 British Columbia","funders":"","keywords":"Orthogonal frequency-division multiplexing; Diversity scheme; Fading; Algorithm; Computer science; Multiplexing; Frequency-division multiplexing; Coding (social sciences); Mathematics; Control theory (sociology); Electronic engineering; Telecommunications; Decoding methods; Engineering; Statistics","score_opus":0.02568796760898685,"score_gpt":0.2694999922763783,"score_spread":0.24381202466739144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165361939","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":[0.020836262,0.0018266472,0.9706768,0.00028984246,0.00014229593,0.000028922765,0.00004438067,0.0001077131,0.0060470267],"genre_scores_gemma":[0.6076078,0.0028150931,0.3830043,0.00045831074,0.00039322075,0.00010922626,0.00013674576,0.000034655783,0.0054406133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997676,0.00006338451,0.0000066537505,0.000031845753,0.00010049897,0.00003001912],"domain_scores_gemma":[0.999696,0.00012660753,0.000028943314,0.000053350068,0.000080485624,0.000014596827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027894008,0.00041992104,0.00029477637,0.00025461407,0.00026286714,0.0004231294,0.00034388504,0.00042472102,0.0011148767],"category_scores_gemma":[0.0009916178,0.00011811185,0.00022450754,0.0004588897,0.00039756106,0.00044896416,0.00038869074,0.0004475462,0.00030063785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015388767,0.000038972663,0.0007316589,0.0002604659,0.00007125027,0.00024530842,0.00008181857,0.2864853,0.050533496,0.3569811,0.00460206,0.2998148],"study_design_scores_gemma":[0.000028690229,0.00014935207,0.0003474297,0.000040116985,0.000031688425,0.00045186398,0.00001832931,0.8581037,0.013285949,0.09932529,0.028173193,0.000044403892],"about_ca_topic_score_codex":0.0005561774,"about_ca_topic_score_gemma":0.0010387681,"teacher_disagreement_score":0.0011148767,"about_ca_system_score_codex":0.00045875306,"about_ca_system_score_gemma":0.0004975321,"threshold_uncertainty_score":0.0037296414},"labels":[],"label_agreement":null},{"id":"W2166981007","doi":"10.1109/vtcf.2006.149","title":"Performance Analysis of Band-Limited Generalized Multicarrier CDMA Systems","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Waveform; Subcarrier; Code division multiple access; Chip; Interference (communication); Electronic engineering; Gaussian; Computer science; Bit error rate; Algorithm; Orthogonal frequency-division multiplexing; Mathematics; Telecommunications; Engineering; Physics; Decoding methods","score_opus":0.02131679071532719,"score_gpt":0.25686429090966023,"score_spread":0.23554750019433304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166981007","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":[0.3209363,0.0041426625,0.6516159,0.00044338827,0.00008162265,0.00006620231,0.0001409224,0.0005052573,0.022067865],"genre_scores_gemma":[0.98654985,0.0008953664,0.01095204,0.00004676398,0.000045887573,0.000018088158,0.00004651277,0.000031878342,0.0014136052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991304,0.00029160865,0.000029227307,0.00008855206,0.00034560036,0.000114591705],"domain_scores_gemma":[0.9977041,0.0013539842,0.0002090257,0.00020746514,0.00048640138,0.000039078994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007640903,0.0006453795,0.00051360537,0.0005714382,0.00029093173,0.00079548394,0.00042156846,0.0005780146,0.0015653766],"category_scores_gemma":[0.0043990915,0.00018444324,0.00030427313,0.00050742755,0.00053836755,0.0007091735,0.00056269916,0.00051813776,0.00037278197],"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":[0.00016135507,0.0000245328,0.0012352412,0.00016149516,0.00007067087,0.00030110043,0.00011228094,0.9235267,0.02159499,0.026874503,0.00041954542,0.025517544],"study_design_scores_gemma":[0.000003867943,0.00005993762,0.00083072385,0.00001561939,0.000015450274,0.00015000197,0.000023734732,0.99251515,0.0024577563,0.0033822414,0.00053337624,0.000012032124],"about_ca_topic_score_codex":0.0025911445,"about_ca_topic_score_gemma":0.0012467044,"teacher_disagreement_score":0.0025911445,"about_ca_system_score_codex":0.0007273715,"about_ca_system_score_gemma":0.0006083855,"threshold_uncertainty_score":0.005277455},"labels":[],"label_agreement":null},{"id":"W2167642049","doi":"10.1109/vtcf.2006.518","title":"Ordinal MDS-Based Localization for Wireless Sensor Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wireless sensor network; Multidimensional scaling; Computer science; Network topology; Euclidean distance; Monotonic function; Euclidean geometry; Constraint (computer-aided design); Wireless; Algorithm; Position (finance); Topology (electrical circuits); Mathematics; Theoretical computer science; Artificial intelligence; Computer network; Machine learning; Combinatorics","score_opus":0.008207718698963331,"score_gpt":0.20508513454492677,"score_spread":0.19687741584596344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167642049","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":[0.0028917973,0.00037338556,0.99542636,0.00013900094,0.00004596634,0.000018267398,0.00007743801,0.00018996203,0.0008377262],"genre_scores_gemma":[0.41801247,0.0025174185,0.57356244,0.00017368777,0.00022103256,0.0003402395,0.00077214494,0.000120667726,0.004279791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881124,0.00047254658,0.00009335592,0.0001664951,0.00040481638,0.000051496776],"domain_scores_gemma":[0.9979456,0.00085445173,0.00038346546,0.00026221445,0.00048072764,0.000073587806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013715384,0.000993177,0.0007260903,0.0017768126,0.0006870656,0.0010357399,0.0011639589,0.0006299762,0.0019384541],"category_scores_gemma":[0.0060388637,0.0003593072,0.0006712401,0.00211813,0.0012940919,0.0018421393,0.0015516402,0.0008322769,0.0006694863],"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":[0.00014420759,0.000015866806,0.0010752771,0.00030925745,0.00005840827,0.00015770912,0.00020238495,0.69162804,0.003384914,0.21265876,0.0035901482,0.08677502],"study_design_scores_gemma":[0.000008614501,0.00004239244,0.00018579919,0.000022334301,0.000010969185,0.00007390109,0.000037445785,0.9317462,0.00087696884,0.061276864,0.005695834,0.000022604405],"about_ca_topic_score_codex":0.0023103182,"about_ca_topic_score_gemma":0.0016571702,"teacher_disagreement_score":0.0023103182,"about_ca_system_score_codex":0.0013836694,"about_ca_system_score_gemma":0.0009737492,"threshold_uncertainty_score":0.01003921},"labels":[],"label_agreement":null},{"id":"W2168211989","doi":"10.1109/vtcf.2006.18","title":"Dual Band Dual Slot Stripline Omni-Directional Antenna","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Microwave Engineering and Waveguides","field":"Engineering","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":"Concordia University","funders":"","keywords":"Stripline; Multi-band device; Bandwidth (computing); Finite-difference time-domain method; Dual (grammatical number); Computer science; Directional antenna; Electronic engineering; Antenna (radio); Acoustics; Electrical engineering; Physics; Engineering; Optics; Telecommunications","score_opus":0.008226949060543876,"score_gpt":0.19428693829889004,"score_spread":0.18605998923834616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168211989","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":[0.5432187,0.0005670744,0.42830235,0.00047982344,0.00031734482,0.000061240884,0.00018229602,0.0010122517,0.025858907],"genre_scores_gemma":[0.8403193,0.00021128583,0.1519731,0.00018311982,0.0000748336,0.00004990115,0.00020150634,0.00005407872,0.006932941],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998318,0.000032020416,0.000009062714,0.000043499324,0.000059182836,0.000024375235],"domain_scores_gemma":[0.9996865,0.00004338662,0.000105476305,0.00004695661,0.00007788446,0.000039798233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013925778,0.0003581422,0.0002367578,0.00017512565,0.00011719202,0.0004817473,0.00043529124,0.0006374239,0.0012096945],"category_scores_gemma":[0.00022882958,0.00027879464,0.0002770968,0.00019474943,0.00020634671,0.00042564998,0.0002380042,0.00028461101,0.0013058032],"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":[0.0004987473,0.000099610574,0.0018865811,0.00017252148,0.00004298374,0.000375754,0.000108930035,0.0058942027,0.93464726,0.007542303,0.0019137637,0.046817347],"study_design_scores_gemma":[0.00030900305,0.0022776353,0.004812612,0.00004151616,0.0001145297,0.006139346,0.00015402326,0.13254426,0.7877543,0.0024062267,0.06336633,0.00008021084],"about_ca_topic_score_codex":0.00005695721,"about_ca_topic_score_gemma":0.00009411331,"teacher_disagreement_score":0.0012096945,"about_ca_system_score_codex":0.00019186054,"about_ca_system_score_gemma":0.0001435874,"threshold_uncertainty_score":0.0040468574},"labels":[],"label_agreement":null},{"id":"W2168212999","doi":"10.1109/vetecf.2007.257","title":"Decision-Feedback Detection for Free-Space Optical Communications","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":11,"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 British Columbia","funders":"","keywords":"Keying; Symbol (formal); Optical wireless; Computer science; Detection theory; Channel (broadcasting); On-off keying; Wireless; Upper and lower bounds; Free-space optical communication; Channel state information; Free space; Electronic engineering; Window (computing); Optical communication; Algorithm; Real-time computing; Telecommunications; Bit error rate; Mathematics; Phase-shift keying; Optics; Engineering; Physics; Detector","score_opus":0.021193135390447065,"score_gpt":0.2649363980905106,"score_spread":0.24374326270006355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168212999","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":[0.06759355,0.00697266,0.91819596,0.0010248466,0.00023585143,0.000068421796,0.000056715548,0.00008470844,0.0057672593],"genre_scores_gemma":[0.9122307,0.0041831387,0.08046523,0.00026057207,0.00025120153,0.00007331865,0.0000385804,0.000015109136,0.0024821023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993954,0.00026643218,0.000016507305,0.00007122181,0.00020186469,0.000048574333],"domain_scores_gemma":[0.99787486,0.0017975043,0.00011884731,0.000059589394,0.00012994077,0.0000192981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010919013,0.00036942688,0.0004041583,0.00025157936,0.00037917573,0.00072757946,0.00047663538,0.00088768103,0.0008546741],"category_scores_gemma":[0.003741503,0.00022724869,0.00022649764,0.0003638935,0.0007939583,0.00088704645,0.00042242513,0.00065056846,0.00013162085],"study_design_candidate":"bench_or_experimental","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":[0.00024892736,0.000177793,0.0020653175,0.0006793549,0.00009244933,0.00032608147,0.00037115472,0.5056279,0.027677894,0.32980165,0.0020637524,0.13086778],"study_design_scores_gemma":[0.000021128497,0.000121224526,0.00029921805,0.000025006433,0.000016056936,0.00007995765,0.000028044495,0.9553421,0.0032132866,0.03871177,0.002122961,0.000019248982],"about_ca_topic_score_codex":0.0012367654,"about_ca_topic_score_gemma":0.0013341517,"teacher_disagreement_score":0.0012367654,"about_ca_system_score_codex":0.0009832043,"about_ca_system_score_gemma":0.0008654564,"threshold_uncertainty_score":0.0071337223},"labels":[],"label_agreement":null},{"id":"W2168330593","doi":"10.1109/vtcf.2006.427","title":"An OFDM Rayleigh Fading Channel Simulator","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Correlation function (quantum field theory); Rayleigh fading; Computer science; Fading; Algorithm; Orthogonal frequency-division multiplexing; Transformation (genetics); Correlation; Computation; Covariance matrix; Channel (broadcasting); Gaussian; Cross-correlation; Additive white Gaussian noise; Electronic engineering; Spectral density; Mathematics; Decoding methods; Statistics; Telecommunications; Engineering","score_opus":0.010544643132827446,"score_gpt":0.238541097823528,"score_spread":0.22799645469070057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168330593","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13834575,0.0005037563,0.82273823,0.00053451414,0.00023692858,0.0006564237,0.0061770394,0.011321084,0.019486254],"genre_scores_gemma":[0.7157412,0.0010231367,0.26342383,0.00028683152,0.00006430716,0.0008005099,0.005251209,0.0005177827,0.012891114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997459,0.0000848614,0.000018491442,0.000028545948,0.00008296376,0.000039231632],"domain_scores_gemma":[0.9993098,0.00029101418,0.00004487053,0.00013379396,0.00019052642,0.000030026811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045304233,0.00048727408,0.0005094881,0.00039457224,0.0002751487,0.00053135084,0.0011495458,0.00073993637,0.006698427],"category_scores_gemma":[0.0015854464,0.00023119367,0.0003979846,0.0006196682,0.00018078918,0.00065379875,0.000404803,0.0008607288,0.0011715647],"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":[0.00017085338,0.000100786,0.0011910046,0.00012190293,0.000059077844,0.00015991977,0.000058595855,0.94788843,0.0076863095,0.0203564,0.005335633,0.016871093],"study_design_scores_gemma":[0.00003093248,0.0000330761,0.000120287965,0.0000031390077,0.000007087896,0.000039065228,0.0000052880237,0.99246067,0.0023590534,0.0009778191,0.0039569885,0.000006534734],"about_ca_topic_score_codex":0.0031117068,"about_ca_topic_score_gemma":0.0026881783,"teacher_disagreement_score":0.006698427,"about_ca_system_score_codex":0.00044396715,"about_ca_system_score_gemma":0.00082718756,"threshold_uncertainty_score":0.022408485},"labels":[],"label_agreement":null},{"id":"W2168735472","doi":"10.1109/vtcf.2006.508","title":"HPMRSVP-TE: A Hierarchical Proxy Mobile Resource reSerVation Protocol for Traffic Engineering","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Network Traffic and Congestion Control","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":"Polytechnique Montréal","funders":"","keywords":"Computer science; Computer network; Resource Reservation Protocol; Multiprotocol Label Switching; Scalability; Reservation; Label Distribution Protocol; IPv6; Protocol (science); Distributed computing; Internet Protocol; Quality of service; Label switching; The Internet; Operating system","score_opus":0.01198218401611914,"score_gpt":0.243818674324343,"score_spread":0.23183649030822387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168735472","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010194262,0.0007263057,0.9723913,0.00019310662,0.0002760588,0.00023555497,0.00017922025,0.006542714,0.009261456],"genre_scores_gemma":[0.4388198,0.0010043884,0.5347314,0.00044720824,0.00024225516,0.00060246896,0.0016948358,0.000725411,0.021732323],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938583,0.00018120886,0.000050099952,0.00006604969,0.00023856897,0.00007823051],"domain_scores_gemma":[0.9995875,0.00010441652,0.000041886095,0.00014403531,0.00008338891,0.000038765393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008316839,0.000305769,0.0004682763,0.00042417055,0.00048749687,0.0009945086,0.0014619109,0.0005973362,0.0029233485],"category_scores_gemma":[0.001375648,0.00019575904,0.0002876897,0.00039133322,0.0003680419,0.0009715701,0.0010220478,0.0012241383,0.0017461884],"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":[0.00053651625,0.00026661906,0.0010464843,0.0005176954,0.0001361957,0.00085219374,0.00038241493,0.039574064,0.1279605,0.18853447,0.031486265,0.6087066],"study_design_scores_gemma":[0.00019697536,0.00056641793,0.0012952768,0.00009692745,0.00013574648,0.001741098,0.00015826902,0.49467385,0.101812355,0.0480847,0.35103074,0.00020757034],"about_ca_topic_score_codex":0.000606885,"about_ca_topic_score_gemma":0.0011078005,"teacher_disagreement_score":0.0029233485,"about_ca_system_score_codex":0.0003887589,"about_ca_system_score_gemma":0.00074984186,"threshold_uncertainty_score":0.0097795725},"labels":[],"label_agreement":null},{"id":"W2169187115","doi":"10.1109/vtcf.2006.505","title":"An Energy-Efficient Multipath Routing Protocol for Wireless Sensor Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":48,"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 British Columbia","funders":"","keywords":"Computer science; Computer network; Multipath routing; Wireless Routing Protocol; Routing protocol; Dynamic Source Routing; Link-state routing protocol; Distributed computing; Zone Routing Protocol; Static routing; Geographic routing; Wireless sensor network; Routing (electronic design automation)","score_opus":0.014427902311458385,"score_gpt":0.2574525829661112,"score_spread":0.2430246806546528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169187115","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":[0.012226678,0.006455018,0.9729899,0.00070590706,0.00068812526,0.000239283,0.00024799054,0.0017414311,0.0047056815],"genre_scores_gemma":[0.34468278,0.009065196,0.6329995,0.00036216254,0.0004414189,0.00075819227,0.0007501717,0.0001475033,0.010793123],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997068,0.000056930498,0.000022001224,0.000036485522,0.0001570941,0.000020664254],"domain_scores_gemma":[0.9997917,0.000050658273,0.000042261712,0.000033907625,0.00006705462,0.000014379358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035364015,0.0004875617,0.0004063658,0.0005493928,0.00052025437,0.0004762736,0.00078850286,0.00050820375,0.0007870166],"category_scores_gemma":[0.0010555298,0.00017577726,0.00032270653,0.0010926567,0.00029601326,0.0011602843,0.00082736183,0.00062076445,0.00031990858],"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":[0.00024230978,0.000091288915,0.00065021485,0.00087361934,0.00020843018,0.00063715497,0.00020186417,0.101292744,0.076777935,0.07795304,0.021122556,0.7199489],"study_design_scores_gemma":[0.00014704588,0.0009011786,0.001255369,0.00014796885,0.00033271217,0.0025790283,0.00013642389,0.5248757,0.04946879,0.08474466,0.33519876,0.00021234273],"about_ca_topic_score_codex":0.0004975873,"about_ca_topic_score_gemma":0.0009933274,"teacher_disagreement_score":0.00078850286,"about_ca_system_score_codex":0.0003299262,"about_ca_system_score_gemma":0.0005328338,"threshold_uncertainty_score":0.0026328564},"labels":[],"label_agreement":null},{"id":"W2172011588","doi":"10.1109/vtcf.2006.105","title":"Antenna Selection for Space-Time Trellis Codes Over Block Rayleigh Fading Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Fading; Pairwise error probability; Rayleigh fading; Antenna (radio); Computer science; Algorithm; Antenna diversity; Trellis (graph); Block code; Selection (genetic algorithm); Diversity gain; Telecommunications; Electronic engineering; Mathematics; Channel (broadcasting); Decoding methods; Engineering; Artificial intelligence","score_opus":0.009669850076948419,"score_gpt":0.2293974329823575,"score_spread":0.21972758290540909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172011588","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":[0.49336112,0.0023385829,0.49528444,0.000314744,0.000060292685,0.00008428543,0.0001945379,0.0003569681,0.008005096],"genre_scores_gemma":[0.98175585,0.0005495278,0.016706279,0.00003250046,0.000020193318,0.000032813332,0.00006366923,0.00001895247,0.0008201973],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982414,0.0007483376,0.000070486945,0.00010854454,0.0005058437,0.0003253268],"domain_scores_gemma":[0.9903762,0.006724798,0.0010307945,0.0006118494,0.0011141422,0.000142252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016415126,0.00076277787,0.0005535996,0.0005762925,0.0004464677,0.00093538093,0.00033162432,0.00059390394,0.0008502845],"category_scores_gemma":[0.009676241,0.00026766726,0.00025747757,0.0011056925,0.0007767651,0.0010593064,0.0005236674,0.00038992768,0.00032362062],"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":[0.0005359309,0.00002277466,0.0024229912,0.00007461566,0.00005123595,0.00012082845,0.000078589255,0.9466161,0.012788965,0.011016826,0.00040376332,0.025867455],"study_design_scores_gemma":[0.000029352477,0.00026194158,0.00072142796,0.0000134064385,0.000019202776,0.000136063,0.00003139597,0.9860833,0.0073841508,0.0048916764,0.00040873882,0.000019359439],"about_ca_topic_score_codex":0.0041688327,"about_ca_topic_score_gemma":0.004093006,"teacher_disagreement_score":0.0041688327,"about_ca_system_score_codex":0.0009974322,"about_ca_system_score_gemma":0.0011746198,"threshold_uncertainty_score":0.008681238},"labels":[],"label_agreement":null},{"id":"W2172080133","doi":"10.1109/vetecf.2007.250","title":"Optimum Power Allocation for Fading Relay Channels","year":2007,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":8,"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 Waterloo","funders":"","keywords":"Relay; Computer science; Transmitter power output; Broadcasting (networking); Transmission (telecommunications); Fading; MIMO; Power (physics); Key (lock); Relay channel; Computer network; Electronic engineering; Telecommunications; Engineering; Channel (broadcasting); Transmitter","score_opus":0.03624387971234087,"score_gpt":0.2892722492453604,"score_spread":0.2530283695330195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172080133","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":[0.0140434485,0.00055693655,0.9817784,0.00008885958,0.00001608773,0.000025380226,0.000033403892,0.000093632974,0.0033638657],"genre_scores_gemma":[0.8609668,0.0014763105,0.13382408,0.00009002997,0.00006971343,0.00012783128,0.00005809236,0.00007786899,0.003309394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990625,0.0004585862,0.000032969278,0.00013767075,0.0001837215,0.00012456982],"domain_scores_gemma":[0.9992982,0.00044192717,0.00007937468,0.00008447594,0.000075196105,0.000020866035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009434094,0.00091567874,0.0010288233,0.00044702707,0.00032641992,0.0010153716,0.0006946824,0.00071416073,0.0014771256],"category_scores_gemma":[0.0024863854,0.00044243562,0.0003314214,0.0009059125,0.001230632,0.0011622421,0.00074672815,0.0004963424,0.0004883524],"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":[0.00007927809,0.000024515191,0.00014989144,0.00007419458,0.000034524448,0.00006948425,0.000061005074,0.9086307,0.0052701724,0.056462213,0.00071805285,0.028425857],"study_design_scores_gemma":[0.000030307425,0.0000502092,0.0001401234,0.000012468677,0.000015547115,0.00007153924,0.00002600768,0.92896175,0.0020843004,0.06711694,0.0014747147,0.00001623103],"about_ca_topic_score_codex":0.00054900383,"about_ca_topic_score_gemma":0.00069297774,"teacher_disagreement_score":0.0014771256,"about_ca_system_score_codex":0.0008250917,"about_ca_system_score_gemma":0.0006195401,"threshold_uncertainty_score":0.0059865117},"labels":[],"label_agreement":null}]}