{"meta":{"query_hash":"011f02d582e4","filters":{"venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications"},"cohort_total":80,"direct_labels_cover":0,"predictions_cover":80,"exported":80,"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/011f02d582e4","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Transactions+on+Circuits+and+Systems+I+Fundamental+Theory+and+Applications"},"results":[{"id":"W1488214465","doi":"10.1109/tcsi.2004.835680","title":"A New Split-Radix FHT Algorithm for Length-<tex>$q*2^m$</tex>DHTs","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Radix (gastropod); Algorithm; Hartley transform; Twiddle factor; Integer (computer science); Discrete Hartley transform; Computer science; Mathematics; Arithmetic; Fourier transform; Fourier analysis; Fractional Fourier transform","score_opus":0.046729705270016714,"score_gpt":0.28851662677493817,"score_spread":0.24178692150492145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488214465","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":[0.006753691,0.00024487727,0.9874587,0.00008947784,0.00012500884,0.00007927418,0.00011635671,0.00185749,0.0032752035],"genre_scores_gemma":[0.043741945,0.00019218853,0.9480169,0.000098005024,0.00007610092,0.00009969013,0.00069889537,0.00022460033,0.0068517723],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955446,0.000032613905,0.000038450493,0.00009255993,0.00023416891,0.0000476875],"domain_scores_gemma":[0.99954635,0.000082320694,0.00003303977,0.00011065687,0.00019848891,0.000029161056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029261137,0.00071953057,0.00054842304,0.0009231727,0.00064227096,0.0012068839,0.0011810254,0.0005683464,0.010334193],"category_scores_gemma":[0.0011045997,0.00030861597,0.0005211771,0.0011221252,0.00045906956,0.0020014227,0.0010769208,0.00084726297,0.004398843],"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":[0.00028098,0.000071873175,0.0004947788,0.00016288897,0.000034144592,0.00017044558,0.00013599037,0.016743159,0.055602223,0.027344042,0.012087935,0.8868715],"study_design_scores_gemma":[0.00019412045,0.0004393784,0.0008901304,0.00005963712,0.00006713532,0.0013486033,0.00022070482,0.7636163,0.11575185,0.030862581,0.08644412,0.00010539923],"about_ca_topic_score_codex":0.0019999223,"about_ca_topic_score_gemma":0.0032513165,"teacher_disagreement_score":0.010334193,"about_ca_system_score_codex":0.0006743017,"about_ca_system_score_gemma":0.0011966742,"threshold_uncertainty_score":0.03457135},"labels":[],"label_agreement":null},{"id":"W1511713390","doi":"10.1109/tcsi.2003.821291","title":"High-Order Multibit Modulators and Pseudo Data-Weighted-Averaging in Low-Oversampling>tex<$Delta Sigma$>/tex<ADCs for Broad-Band Applications","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":138,"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":"Oregon State University; National Science Foundation","keywords":"Oversampling; Delta-sigma modulation; Integrator; Operational amplifier; Electronic engineering; Dynamic range; Noise shaping; Total harmonic distortion; Delta modulation; Signal transfer function; Transfer function; Converters; Sigma; Physics; Engineering; Electrical engineering; Analog signal; Digital signal processing; Amplifier; CMOS; Voltage","score_opus":0.029674963102293225,"score_gpt":0.2551364661652674,"score_spread":0.2254615030629742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511713390","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":[0.18169595,0.0028889426,0.8089764,0.00024057663,0.00013519356,0.00008521064,0.000049919352,0.0011526279,0.0047751],"genre_scores_gemma":[0.61659795,0.00083817006,0.3755629,0.00013708395,0.00008123241,0.00005620884,0.000051915707,0.00006461298,0.006609955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998204,0.000032022803,0.00001632023,0.000038913124,0.000077486206,0.0000148964455],"domain_scores_gemma":[0.9997745,0.000070072274,0.000054828375,0.0000459867,0.000043497334,0.000011052459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025397763,0.00029076956,0.00025837764,0.0002912395,0.00020938896,0.00038757475,0.0005668484,0.0003954947,0.0016044665],"category_scores_gemma":[0.0005790714,0.00018375828,0.00018644004,0.00031878936,0.00023538055,0.0007311552,0.00023889678,0.00043001812,0.00043412327],"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":[0.00027805468,0.00009375602,0.00092813873,0.00022990577,0.000032638432,0.00020239793,0.00021803335,0.009730007,0.66017723,0.01373343,0.00048939144,0.31388706],"study_design_scores_gemma":[0.000038334372,0.00064027746,0.0019600173,0.000045886674,0.000046196932,0.001060351,0.00005500076,0.17981915,0.7935838,0.0035976272,0.019123046,0.000030305851],"about_ca_topic_score_codex":0.00020625978,"about_ca_topic_score_gemma":0.0008179928,"teacher_disagreement_score":0.0016044665,"about_ca_system_score_codex":0.00026243165,"about_ca_system_score_gemma":0.00023456372,"threshold_uncertainty_score":0.005367458},"labels":[],"label_agreement":null},{"id":"W1555715953","doi":"10.1109/tcsi.2004.834508","title":"A New Radix-<tex>$2/8$</tex>FFT Algorithm for Length-<tex>$qtimes 2^m$</tex>DFTs","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","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":"Concordia University","funders":"","keywords":"Fast Fourier transform; Twiddle factor; Split-radix FFT algorithm; Prime-factor FFT algorithm; Algorithm; Cooley–Tukey FFT algorithm; Rader's FFT algorithm; Radix (gastropod); Computation; Integer (computer science); Mathematics; Discrete Fourier transform (general); Arithmetic; Computer science; Fourier transform; Fourier analysis; Fractional Fourier transform","score_opus":0.04899216212762784,"score_gpt":0.29114711978128716,"score_spread":0.24215495765365933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555715953","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":[0.002326066,0.00013148322,0.99483585,0.00006207583,0.00012315655,0.00004036386,0.000059482583,0.0011097955,0.001311715],"genre_scores_gemma":[0.014642001,0.0001495806,0.9804612,0.00004378729,0.00006482577,0.00006895964,0.00027157247,0.00016108407,0.004136876],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995808,0.000035603673,0.000042638196,0.00008914337,0.00021703163,0.00003475547],"domain_scores_gemma":[0.99949217,0.00011280131,0.000040582105,0.000105645144,0.00021992,0.00002881756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894963,0.00079655723,0.00069576537,0.00092284154,0.0006330551,0.0010787654,0.0012050747,0.00074870547,0.013874409],"category_scores_gemma":[0.0014274693,0.00037241838,0.00069134583,0.0010528619,0.00051362225,0.0019484004,0.00080088153,0.0011220393,0.007159097],"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":[0.00023876611,0.000078928795,0.00042296783,0.00020823664,0.000042245523,0.00020432468,0.00016931973,0.011875347,0.08367579,0.03564058,0.011362241,0.8560813],"study_design_scores_gemma":[0.0002469056,0.00049857097,0.0011970365,0.00010481477,0.000083373685,0.0024762533,0.00017317923,0.6588765,0.15586586,0.028695622,0.15164527,0.00013663723],"about_ca_topic_score_codex":0.0016142152,"about_ca_topic_score_gemma":0.0034802128,"teacher_disagreement_score":0.013874409,"about_ca_system_score_codex":0.0006352803,"about_ca_system_score_gemma":0.0010321165,"threshold_uncertainty_score":0.046414554},"labels":[],"label_agreement":null},{"id":"W1970596371","doi":"10.1109/tcsi.2006.888675","title":"Fully Integrated High-Voltage Front-End Interface for Ultrasonic Sensing Applications","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":49,"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":"Amplifier; Electrical engineering; Voltage; Front and back ends; Voltage doubler; Electronic engineering; Transducer; Engineering; High voltage; Pulse generator; Ultrasonic sensor; Voltage source; CMOS; Acoustics; Dropout voltage; Physics","score_opus":0.012872981323260993,"score_gpt":0.23251249073091704,"score_spread":0.21963950940765603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970596371","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":[0.15859778,0.0013441675,0.82662207,0.0002139786,0.0002073123,0.000111435445,0.0003216653,0.0038503222,0.00873133],"genre_scores_gemma":[0.72721624,0.00041675265,0.26149896,0.00037346105,0.00013042314,0.00008323607,0.0004348027,0.00014693671,0.009699211],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999741,0.00002335231,0.000011923133,0.000048767684,0.00014572148,0.000029186991],"domain_scores_gemma":[0.99977547,0.00006671649,0.000024190454,0.000027326365,0.000093106595,0.0000131749075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345875,0.0002891639,0.00023200319,0.00014767305,0.00011860529,0.0004558053,0.00083395874,0.0005162866,0.003588917],"category_scores_gemma":[0.00044725044,0.0002234398,0.0001640734,0.00015649662,0.000095967785,0.00057611126,0.00024306361,0.0003282943,0.0010103481],"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":[0.00019546483,0.00006375477,0.00059461326,0.00016813652,0.00002783941,0.00012691587,0.000061246035,0.0022230425,0.8913678,0.0017894892,0.0015633929,0.101818256],"study_design_scores_gemma":[0.00008580368,0.0012691416,0.0036986507,0.00003098595,0.00008499026,0.0011587106,0.000047186244,0.09096457,0.8725105,0.0010177179,0.029097317,0.000034435845],"about_ca_topic_score_codex":0.00031687375,"about_ca_topic_score_gemma":0.0007243114,"teacher_disagreement_score":0.003588917,"about_ca_system_score_codex":0.0002327696,"about_ca_system_score_gemma":0.00025176822,"threshold_uncertainty_score":0.012006104},"labels":[],"label_agreement":null},{"id":"W1970841109","doi":"10.1109/tcsi.2005.854412","title":"Experimental verification of multidirectional multiscroll chaotic attractors","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":208,"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":"Attractor; Scroll; Chaotic; Topology (electrical circuits); Function series; Circuit diagram; Control theory (sociology); Physics; Computer science; Mathematics; Mathematical analysis; Electronic engineering; Engineering; Combinatorics; Artificial intelligence; Mechanical engineering","score_opus":0.011375176398270848,"score_gpt":0.23503518179405364,"score_spread":0.2236600053957828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970841109","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":[0.9672628,0.00018580769,0.026147693,0.00010453936,0.00005751318,0.00018066641,0.00034591896,0.00050019356,0.005214884],"genre_scores_gemma":[0.9832171,0.000107959924,0.01471813,0.000023248696,0.0000064447954,0.000120629724,0.00010609556,0.00003494302,0.0016653882],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973387,0.000033219345,0.000029037083,0.000050170864,0.0001014666,0.000052265706],"domain_scores_gemma":[0.9992587,0.00023047572,0.0001151742,0.00014914689,0.00019207502,0.000054411597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028233323,0.0003634499,0.000188567,0.00028054457,0.00027718427,0.00022456492,0.00054111856,0.00041752527,0.0030475846],"category_scores_gemma":[0.0007628683,0.00014988113,0.00016629863,0.00021260558,0.00029933767,0.00033420944,0.0004811454,0.00038368788,0.00048598874],"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":[0.00008870749,0.00006705622,0.0003292512,0.000095011455,0.000008638256,0.00013979305,0.0000707316,0.00062384474,0.9936702,0.00061952823,0.00013954888,0.0041475357],"study_design_scores_gemma":[0.000029131024,0.0005966409,0.0008326109,0.000005441756,0.0000062910563,0.00008402166,0.000030287429,0.0036202322,0.99367034,0.00011825067,0.000998741,0.000008046882],"about_ca_topic_score_codex":0.00035676462,"about_ca_topic_score_gemma":0.00066135544,"teacher_disagreement_score":0.0030475846,"about_ca_system_score_codex":0.00024378799,"about_ca_system_score_gemma":0.0002177291,"threshold_uncertainty_score":0.010195196},"labels":[],"label_agreement":null},{"id":"W1983491053","doi":"10.1109/tcsi.2005.852925","title":"Low power delta-sigma Modulator for ADSL applications in a low-Voltage CMOS technology","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Switched capacitor; Asymmetric digital subscriber line; CMOS; Delta-sigma modulation; Electronic engineering; Capacitor; Figure of merit; Electrical engineering; Engineering; Low-power electronics; Computer science; Power (physics); Voltage; Digital subscriber line; Power consumption; Physics","score_opus":0.009348313619677643,"score_gpt":0.22108788993640086,"score_spread":0.21173957631672322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983491053","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":[0.076571055,0.0018135399,0.9011355,0.0005275432,0.00010948711,0.00020170129,0.00011387746,0.0029719777,0.016555293],"genre_scores_gemma":[0.49390793,0.0010938573,0.49550837,0.00036781337,0.00008826737,0.00010201805,0.00012525286,0.000109269065,0.008697234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998857,0.000023930905,0.000006919544,0.000014979921,0.000058335543,0.000010185194],"domain_scores_gemma":[0.99984837,0.00005277197,0.000020877003,0.000022174128,0.000050689174,0.0000051707934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015523942,0.00027731856,0.00015816769,0.00017285647,0.0002432927,0.00051033404,0.0003720346,0.00024415297,0.0020366788],"category_scores_gemma":[0.00045834962,0.00014433966,0.00014130285,0.00016533985,0.00017631357,0.000408196,0.00012978629,0.000343096,0.0008323098],"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":[0.00013516888,0.000058541333,0.0011770593,0.00041375367,0.000033645905,0.00021191218,0.00026115257,0.008385983,0.6813763,0.014357354,0.0019973933,0.29159173],"study_design_scores_gemma":[0.00013816434,0.0016931663,0.0023798451,0.00012944602,0.00017282949,0.0016721744,0.00015280714,0.18074313,0.6903934,0.0077508674,0.11474426,0.000029992216],"about_ca_topic_score_codex":0.0004239203,"about_ca_topic_score_gemma":0.0014059739,"teacher_disagreement_score":0.0020366788,"about_ca_system_score_codex":0.00033948963,"about_ca_system_score_gemma":0.0004730438,"threshold_uncertainty_score":0.006813407},"labels":[],"label_agreement":null},{"id":"W1987250404","doi":"10.1109/tcsi.2006.883161","title":"Adaptive Multiple-Resolution CMOS Active Pixel Sensor","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":25,"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":"Pixel; CMOS; Computer science; Image sensor; Bottleneck; Chip; Data compression; Block (permutation group theory); Image resolution; Dissipation; Electronic engineering; Computer hardware; Artificial intelligence; Engineering; Mathematics; Embedded system; Telecommunications","score_opus":0.012120401871082803,"score_gpt":0.20849739355126226,"score_spread":0.19637699168017947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987250404","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":[0.2854708,0.0050937575,0.687055,0.0011649813,0.00055064674,0.00020745497,0.0006114631,0.0037170593,0.016128747],"genre_scores_gemma":[0.6971263,0.0010519593,0.29295978,0.00059228746,0.00014758146,0.00007571131,0.00020010625,0.00004554801,0.007800641],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978644,0.000016363234,0.0000064006913,0.000050859766,0.00012606388,0.000013786218],"domain_scores_gemma":[0.9998661,0.00002515527,0.000023720537,0.000016329119,0.00005036179,0.000018246667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012888244,0.0001984495,0.00031859888,0.00018730707,0.00015547762,0.00027008101,0.000599914,0.00047660831,0.0011467312],"category_scores_gemma":[0.00020891137,0.00016813734,0.00014224375,0.00017567354,0.00016614204,0.00049746997,0.00030076542,0.00035776853,0.0005035246],"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":[0.00009630462,0.000038704147,0.00061376486,0.00010230624,0.000011335825,0.00009950181,0.000021036398,0.0011448695,0.9342849,0.0016799669,0.0013841394,0.060523093],"study_design_scores_gemma":[0.000043398475,0.00045468658,0.003894747,0.00001258741,0.000049209044,0.0016850323,0.000027029962,0.07353077,0.8976249,0.0009908729,0.021638963,0.000047745834],"about_ca_topic_score_codex":0.0002387631,"about_ca_topic_score_gemma":0.000523936,"teacher_disagreement_score":0.0011467312,"about_ca_system_score_codex":0.000224554,"about_ca_system_score_gemma":0.00015676516,"threshold_uncertainty_score":0.0038362145},"labels":[],"label_agreement":null},{"id":"W1994916121","doi":"10.1109/tcsi.2003.813970","title":"A comparison of three multipliers based on the V//sub ge/sup 2// technique for low-voltage applications","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","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 Calgary","funders":"","keywords":"Network topology; Voltage; CMOS; Electronic circuit; Electronic engineering; Topology (electrical circuits); Multiplier (economics); Quadrant (abdomen); Electrical engineering; Computer science; Mathematics; Engineering","score_opus":0.025791347391448286,"score_gpt":0.25095742164402335,"score_spread":0.22516607425257507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994916121","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":[0.727796,0.00425269,0.23061188,0.0003795494,0.0003921685,0.00020445282,0.00019290163,0.0015234482,0.03464689],"genre_scores_gemma":[0.94679326,0.0007145607,0.048111603,0.00007405231,0.000032028143,0.000046644825,0.00011341555,0.000045248922,0.0040692296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998622,0.000037330272,0.0000068822637,0.00001935862,0.00004731259,0.000026890219],"domain_scores_gemma":[0.9997522,0.00007465158,0.0000389635,0.000029552219,0.00008153157,0.000023132752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020784664,0.0004229572,0.0002699307,0.00048821466,0.00026123988,0.0004711526,0.0005397785,0.00043328045,0.0032741015],"category_scores_gemma":[0.00061617355,0.00011847846,0.00025753505,0.00043628446,0.00016250242,0.0007374008,0.0001853609,0.00024073375,0.0005854141],"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":[0.0022046703,0.000153073,0.003240316,0.0006535114,0.00018744076,0.0005377292,0.00024582577,0.012356401,0.6894536,0.020122534,0.002650701,0.26819423],"study_design_scores_gemma":[0.0005015592,0.010313939,0.010778806,0.00017903779,0.0004045487,0.005441169,0.0004401564,0.10172278,0.7844854,0.010316892,0.075294554,0.00012118406],"about_ca_topic_score_codex":0.00016136398,"about_ca_topic_score_gemma":0.00036175642,"teacher_disagreement_score":0.0032741015,"about_ca_system_score_codex":0.00019826509,"about_ca_system_score_gemma":0.0001709678,"threshold_uncertainty_score":0.010953009},"labels":[],"label_agreement":null},{"id":"W1996454207","doi":"10.1109/tcsi.2005.853949","title":"New radix-(2/spl times/2/spl times/2)/(4/spl times/4/spl times/4) and radix-(2/spl times/2/spl times/2)/(8/spl times/8/spl times/8) DIF FFT algorithms for 3-D DFT","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","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":"Concordia University","funders":"","keywords":"Twiddle factor; Fast Fourier transform; Radix (gastropod); Split-radix FFT algorithm; Arithmetic; Algorithm; Parallel computing; Lookup table; Computer science; Prime-factor FFT algorithm; Mathematics; Decimation; Fourier transform; Fourier analysis; Telecommunications; Bandwidth (computing)","score_opus":0.021280604265745538,"score_gpt":0.26035801269015657,"score_spread":0.23907740842441103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996454207","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":[0.0048569255,0.00052411266,0.99099344,0.000084399224,0.00013031454,0.000044687673,0.00006747593,0.0005817884,0.0027168277],"genre_scores_gemma":[0.029105727,0.00073457713,0.96603817,0.000090539594,0.00005486123,0.000090072805,0.00033873838,0.00010588523,0.0034413936],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996848,0.00003845404,0.000038867496,0.00004950832,0.00016822324,0.000020075275],"domain_scores_gemma":[0.99944884,0.0001430128,0.000068417095,0.00009990636,0.00021681948,0.000022993456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004319357,0.0008450928,0.00047384482,0.0010956195,0.0004111185,0.0011447356,0.001058578,0.0007520223,0.0052362676],"category_scores_gemma":[0.0019585926,0.00028141573,0.00068797247,0.0011280414,0.00042326638,0.0018252408,0.0005753433,0.0010590269,0.0023114954],"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":[0.000190888,0.00010121195,0.0014411889,0.00035810584,0.00006207713,0.00021258226,0.00028175765,0.04227001,0.043299958,0.08994626,0.0074237855,0.81441206],"study_design_scores_gemma":[0.00009080944,0.000298875,0.0012770626,0.00015799837,0.000060870596,0.0014777934,0.0001705342,0.7934891,0.06754515,0.033638384,0.10168532,0.000108131135],"about_ca_topic_score_codex":0.0010582968,"about_ca_topic_score_gemma":0.0023353258,"teacher_disagreement_score":0.0052362676,"about_ca_system_score_codex":0.0006509552,"about_ca_system_score_gemma":0.00070798263,"threshold_uncertainty_score":0.01751709},"labels":[],"label_agreement":null},{"id":"W2010341193","doi":"10.1109/tcsi.2006.885977","title":"A New Current-Mode Incremental Signaling Scheme With Applications to Gb/s Parallel Links","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":26,"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":"Transimpedance amplifier; Electronic engineering; CMOS; Bandwidth (computing); Computer science; Amplifier; Integrator; Topology (electrical circuits); Electrical engineering; Engineering; Operational amplifier; Telecommunications","score_opus":0.021304424786235367,"score_gpt":0.2776577184136402,"score_spread":0.25635329362740483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010341193","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":[0.4262477,0.0013120649,0.5336705,0.000645707,0.00031704328,0.00036019643,0.00039866992,0.0044345898,0.03261362],"genre_scores_gemma":[0.8025424,0.00058261014,0.18730155,0.00019635855,0.0001352796,0.00011214624,0.0003212017,0.000092652605,0.00871581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981004,0.000024178284,0.000015516482,0.000042806685,0.00007777621,0.000029641375],"domain_scores_gemma":[0.9997038,0.000036810092,0.00006132691,0.00007650015,0.000099100194,0.000022300277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002777043,0.00046237695,0.00018850641,0.00053118577,0.00036733612,0.0008469243,0.0010441163,0.00039479724,0.002893271],"category_scores_gemma":[0.00039860426,0.00016632068,0.0001832881,0.00057556544,0.00024958447,0.0009969533,0.0004539923,0.00047144192,0.00071198953],"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":[0.0002741902,0.00013993878,0.0011859627,0.0001850574,0.000023518658,0.00020032446,0.00019476867,0.0065810266,0.7740961,0.02725082,0.0022085554,0.18765976],"study_design_scores_gemma":[0.00007735711,0.0011214769,0.001604067,0.000039110437,0.00009624925,0.001202154,0.00009504512,0.14864701,0.7987057,0.0047674407,0.04354797,0.000096391996],"about_ca_topic_score_codex":0.00040132375,"about_ca_topic_score_gemma":0.0005821857,"teacher_disagreement_score":0.002893271,"about_ca_system_score_codex":0.00048285455,"about_ca_system_score_gemma":0.00042686574,"threshold_uncertainty_score":0.00967896},"labels":[],"label_agreement":null},{"id":"W2016639956","doi":"10.1109/tcsi.2004.834522","title":"Complex Signal Processing is Not Complex","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":222,"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":"Oversampling; Electronic engineering; Signal processing; Computer science; Wireless; Converters; Quadrature (astronomy); SIGNAL (programming language); Complex system; Analogue filter; Transfer function; Digital signal processing; Digital filter; Electrical engineering; Telecommunications; Bandwidth (computing); Engineering; Artificial intelligence","score_opus":0.040602733428497774,"score_gpt":0.25332549348527544,"score_spread":0.21272276005677768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016639956","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":[0.015672045,0.06343851,0.64415294,0.049363017,0.009757956,0.000076902674,0.0005939142,0.0010975738,0.21584715],"genre_scores_gemma":[0.43926346,0.118761286,0.23633818,0.025757225,0.017165348,0.0002510369,0.0008738957,0.0008057799,0.16078387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987721,0.00019362253,0.000065329994,0.00031015504,0.0005947879,0.00006390902],"domain_scores_gemma":[0.9969471,0.0013373131,0.0001847223,0.00056952,0.0008568175,0.000104460014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010611867,0.0006020109,0.0007637085,0.000626857,0.00064855616,0.0045849215,0.00055865804,0.0014234621,0.010500367],"category_scores_gemma":[0.00499131,0.00031100077,0.0003150567,0.0009353466,0.0038570946,0.004777244,0.00088210445,0.003134149,0.0058762557],"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":[0.000059876038,0.000015649357,0.00042366388,0.00053791853,0.00006933841,0.0002464812,0.00035618793,0.0036948358,0.0067887637,0.79990923,0.031322684,0.15657544],"study_design_scores_gemma":[0.000017257616,0.00006855188,0.0009336946,0.00033523035,0.000028590224,0.0009694209,0.00016216184,0.0060535152,0.0027512002,0.5368051,0.4518128,0.00006258857],"about_ca_topic_score_codex":0.0007683753,"about_ca_topic_score_gemma":0.00047160508,"teacher_disagreement_score":0.010500367,"about_ca_system_score_codex":0.0006921867,"about_ca_system_score_gemma":0.0005533182,"threshold_uncertainty_score":0.035127223},"labels":[],"label_agreement":null},{"id":"W2021501173","doi":"10.1109/tcsi.2006.883863","title":"Partial-Update <formula formulatype=\"inline\"><tex>${L}_{\\infty}$</tex> </formula>-Norm Based Algorithms","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advanced Adaptive Filtering Techniques","field":"Engineering","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":"Concordia University","funders":"","keywords":"Algorithm; Mathematics; Norm (philosophy); Adaptive filter; Hyperplane; Filter (signal processing); Convergence (economics); Rate of convergence; Computer science; Combinatorics; Key (lock)","score_opus":0.017076471050706893,"score_gpt":0.2526885087478379,"score_spread":0.235612037697131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021501173","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":[0.0027418374,0.00015216843,0.9897608,0.00012586064,0.00010735494,0.00007086268,0.00014587355,0.0026682473,0.0042270743],"genre_scores_gemma":[0.06495502,0.00032998787,0.90833014,0.00018019494,0.00009505473,0.00027314047,0.0010206542,0.0010451942,0.023770552],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995585,0.00006265786,0.000036706733,0.000092354676,0.00020411456,0.000045696826],"domain_scores_gemma":[0.99919885,0.0002172286,0.000067902845,0.0002247134,0.0002596288,0.000031628086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000499737,0.0012035106,0.00091985514,0.0005421013,0.00046735787,0.0014660765,0.0014792891,0.0008322527,0.030032061],"category_scores_gemma":[0.002360396,0.00046600195,0.00069657975,0.0007897094,0.00044309723,0.0012788591,0.00095976057,0.0010756083,0.011181927],"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":[0.00018143925,0.00007192995,0.0006378724,0.0002664968,0.000056494977,0.00009129012,0.00012048779,0.08046843,0.022733307,0.035801914,0.027110767,0.8324596],"study_design_scores_gemma":[0.000035713296,0.000049015343,0.00031574635,0.000019927587,0.00002038423,0.000115175244,0.000021859181,0.93439776,0.023444276,0.00829748,0.03325367,0.000029065453],"about_ca_topic_score_codex":0.004798379,"about_ca_topic_score_gemma":0.008884425,"teacher_disagreement_score":0.030032061,"about_ca_system_score_codex":0.00063786114,"about_ca_system_score_gemma":0.0013678701,"threshold_uncertainty_score":0.100467265},"labels":[],"label_agreement":null},{"id":"W2023757331","doi":"10.1109/tcsi.2007.893508","title":"A Comment on “Cryptographic Applications of Brahmagupta–Bhãskara Equation”","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos-based Image/Signal Encryption","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":"Concordia University","funders":"","keywords":"Plaintext; Cryptography; Key (lock); Ciphertext; Encryption; Symmetric-key algorithm; Set (abstract data type); Mathematics; Computer science; Theoretical computer science; Public-key cryptography; Algorithm; Computer security","score_opus":0.04216899955790414,"score_gpt":0.2857090259241571,"score_spread":0.24354002636625294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023757331","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005199881,0.0022523806,0.0016844842,0.93492466,0.050181735,0.000037233793,0.00016742597,0.00014810871,0.0100838905],"genre_scores_gemma":[0.006280722,0.0015028036,0.0016082167,0.9502661,0.028830217,0.00008877495,0.00003821325,0.00008815897,0.011296812],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9900732,0.001388016,0.0013211792,0.0015421445,0.0046770815,0.0009983386],"domain_scores_gemma":[0.9731573,0.01163273,0.0020518785,0.001292367,0.01078232,0.0010833634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005440072,0.00091248855,0.0013388705,0.00096413505,0.004729471,0.0026253199,0.0050196233,0.02730143,0.008352741],"category_scores_gemma":[0.03251859,0.0007300204,0.001721667,0.0011429312,0.0071982406,0.0050258306,0.0024019629,0.034972735,0.009515152],"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":[0.000057749457,0.000019333167,0.00020813778,0.00015313987,0.000011118178,0.00044333565,0.00020204442,0.00010604069,0.0006624188,0.02606553,0.96567184,0.006399263],"study_design_scores_gemma":[0.000045148765,0.00006314641,0.0007507125,0.00024991995,0.00001948491,0.0006025855,0.00018420914,0.00041812108,0.001391953,0.019895365,0.97629946,0.00007995726],"about_ca_topic_score_codex":0.013145411,"about_ca_topic_score_gemma":0.013674897,"teacher_disagreement_score":0.02730143,"about_ca_system_score_codex":0.004087726,"about_ca_system_score_gemma":0.0048031267,"threshold_uncertainty_score":0.029658675},"labels":[],"label_agreement":null},{"id":"W2026449889","doi":"10.1109/tcsi.2006.887456","title":"Hybrid Integration of an Active Pixel Sensor and Microfluidics for Cytometry on a Chip","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","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 Calgary","funders":"","keywords":"Microfluidics; Chip; Electronic engineering; CMOS; System on a chip; Lab-on-a-chip; System integration; Optical fiber; Computer science; Engineering; Computer hardware; Embedded system; Electrical engineering; Materials science; Nanotechnology; Telecommunications","score_opus":0.019452330167934843,"score_gpt":0.2513439766018994,"score_spread":0.23189164643396454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026449889","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":[0.2294919,0.0038294143,0.75218594,0.000753255,0.00042689155,0.00030192547,0.00020115392,0.0014041696,0.011405426],"genre_scores_gemma":[0.44208884,0.0014607635,0.5491307,0.00051807135,0.0001446707,0.00021520583,0.00017859694,0.00006164327,0.0062014875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967945,0.000038718783,0.000016345015,0.00008199597,0.0001584146,0.000025108347],"domain_scores_gemma":[0.9997917,0.00008646321,0.000022818884,0.000032105145,0.000046667737,0.000020227983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041609883,0.00034033507,0.0002905135,0.0003140994,0.00027711873,0.0008339841,0.0010527616,0.0005959351,0.0011414553],"category_scores_gemma":[0.00039515513,0.00035930547,0.00028620393,0.00024834916,0.0005939875,0.00074974215,0.0005689879,0.00061584625,0.0004158187],"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":[0.000045707977,0.000071509705,0.00043045235,0.00015161866,0.000025696814,0.00009241925,0.00005442704,0.0009164702,0.9623272,0.00857831,0.00026262546,0.027043577],"study_design_scores_gemma":[0.000014173705,0.0003730188,0.0006617824,0.0000148687395,0.000061452614,0.000537648,0.000021750668,0.013999796,0.96493685,0.001589277,0.017765315,0.000024134531],"about_ca_topic_score_codex":0.0002342966,"about_ca_topic_score_gemma":0.0005486319,"teacher_disagreement_score":0.0011414553,"about_ca_system_score_codex":0.0004970853,"about_ca_system_score_gemma":0.00043023605,"threshold_uncertainty_score":0.0038185716},"labels":[],"label_agreement":null},{"id":"W2027722481","doi":"10.1109/tcsi.2003.808858","title":"Fast generation of universal maximally flat fir filters","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","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":"Concordia University","funders":"","keywords":"Mathematics; Computation; Recurrence relation; Combinatorics; Finite impulse response; Binomial coefficient; Discrete mathematics; Arithmetic; Algorithm","score_opus":0.037658597596519613,"score_gpt":0.2486080797562432,"score_spread":0.2109494821597236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027722481","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":[0.13337056,0.00047963217,0.8446303,0.00015899814,0.00012159008,0.00008484908,0.00021209227,0.0032184587,0.01772356],"genre_scores_gemma":[0.65137166,0.00020038299,0.34052226,0.00012652323,0.00003699219,0.00009826069,0.00034624166,0.00017550439,0.0071221874],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967694,0.00005739719,0.000021609756,0.000049949598,0.00012686789,0.000067278794],"domain_scores_gemma":[0.9996363,0.0001300282,0.000040495397,0.00007840646,0.000091026835,0.000023747152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037993578,0.00035987693,0.00041075787,0.00050030585,0.00038233437,0.0004980464,0.00052659324,0.00034107955,0.0034246854],"category_scores_gemma":[0.0015358515,0.00026749022,0.00036514417,0.00048732583,0.00030776096,0.00074815913,0.00077659375,0.00037580743,0.00083871273],"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":[0.0004056493,0.000052950378,0.0008806189,0.00026891986,0.00004032415,0.00063103816,0.00049600995,0.049423173,0.15893343,0.34454635,0.009343801,0.4349777],"study_design_scores_gemma":[0.00006680965,0.00015873596,0.0010942288,0.000042336753,0.000036018697,0.0005465311,0.00011522094,0.7271248,0.1471634,0.10640792,0.01717577,0.00006817064],"about_ca_topic_score_codex":0.0006951622,"about_ca_topic_score_gemma":0.0013151648,"teacher_disagreement_score":0.0034246854,"about_ca_system_score_codex":0.0004475357,"about_ca_system_score_gemma":0.0004301438,"threshold_uncertainty_score":0.011456668},"labels":[],"label_agreement":null},{"id":"W2054680506","doi":"10.1109/tcsi.2007.893507","title":"GSR: A New Genetic Algorithm for Improving Source and Channel Estimates","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":19,"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":"Algorithm; Computer science; Linear subspace; Genetic algorithm; Simulated annealing; Schema (genetic algorithms); Channel (broadcasting); Mathematics; Machine learning","score_opus":0.018412632525810334,"score_gpt":0.2646679917030618,"score_spread":0.2462553591772515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054680506","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":[0.0043644905,0.00007767638,0.9946291,0.000048017086,0.000019749277,0.000027551341,0.000015776157,0.00027799344,0.00053971465],"genre_scores_gemma":[0.0987268,0.00018629066,0.89807916,0.00014988187,0.000039330967,0.00016946468,0.00014099058,0.00013494033,0.0023731275],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929357,0.00022505983,0.00002979442,0.00015195175,0.00025322067,0.000046348763],"domain_scores_gemma":[0.9993438,0.00035139677,0.00007128139,0.00007825034,0.00013426135,0.000021067948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014567593,0.00095177954,0.0009107136,0.0010468903,0.0003388825,0.0005510088,0.0014282472,0.0013432698,0.0017764152],"category_scores_gemma":[0.0031430481,0.00037725954,0.0007345249,0.000753499,0.00089154457,0.0010275078,0.0010115231,0.0010617033,0.0005703763],"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":[0.000086258435,0.00006668804,0.00077035726,0.00011652082,0.000092231836,0.00009741028,0.00018197787,0.73241097,0.013351899,0.029033773,0.0015402267,0.22225171],"study_design_scores_gemma":[0.000030382773,0.00005780458,0.00012464802,0.000011465293,0.000017181284,0.00006217581,0.000012154771,0.9897441,0.0028034481,0.004964875,0.0021574025,0.000014425299],"about_ca_topic_score_codex":0.0027131734,"about_ca_topic_score_gemma":0.0021631913,"teacher_disagreement_score":0.0027131734,"about_ca_system_score_codex":0.0004946902,"about_ca_system_score_gemma":0.0011016893,"threshold_uncertainty_score":0.0077041388},"labels":[],"label_agreement":null},{"id":"W2058879876","doi":"10.1109/tcsi.2005.852201","title":"On a new topology for the transconductance feedback amplifier","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","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 Calgary","funders":"","keywords":"Transconductance; Operational transconductance amplifier; Amplifier; Topology (electrical circuits); Operational amplifier; Integrator; Direct-coupled amplifier; Electronic engineering; Bandwidth (computing); Fully differential amplifier; CMOS; Computer science; Electrical engineering; Engineering; Transistor; Telecommunications","score_opus":0.025181020643459465,"score_gpt":0.24519277003288,"score_spread":0.22001174938942053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058879876","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":[0.02551679,0.0024414673,0.95103586,0.0005301083,0.0006010094,0.00008435083,0.00012020497,0.0021859847,0.017484328],"genre_scores_gemma":[0.42532748,0.0038522568,0.5468925,0.0009010006,0.00077202526,0.00017102966,0.0002593125,0.00024702333,0.021577375],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996836,0.000038225327,0.0000234682,0.000085331165,0.0001448077,0.000024564386],"domain_scores_gemma":[0.9997365,0.000058293746,0.00002678572,0.000031178897,0.00013033263,0.000016881735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018743427,0.00049489725,0.0003412212,0.0006231878,0.00036063403,0.00093140296,0.0011624004,0.0010633158,0.004186965],"category_scores_gemma":[0.00059660367,0.00024588846,0.00043616182,0.0005464843,0.00054470415,0.0025014482,0.0004022779,0.00088702707,0.002089291],"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":[0.00012344011,0.000031635274,0.00027969686,0.00032921572,0.000044262368,0.00068390963,0.0002736443,0.0059574535,0.78148043,0.071042106,0.0030386765,0.13671552],"study_design_scores_gemma":[0.000086724045,0.0011880711,0.0010668923,0.0001479321,0.00020793026,0.009791078,0.00017381244,0.14271806,0.5073382,0.048858143,0.2882593,0.00016382059],"about_ca_topic_score_codex":0.00023164622,"about_ca_topic_score_gemma":0.00035619576,"teacher_disagreement_score":0.004186965,"about_ca_system_score_codex":0.00032821044,"about_ca_system_score_gemma":0.0001875031,"threshold_uncertainty_score":0.0140067935},"labels":[],"label_agreement":null},{"id":"W2072029420","doi":"10.1109/tcsi.2003.818615","title":"Time-domain response and sensitivity of periodically switched nonlinear circuits","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO 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":"Toronto Metropolitan University","funders":"","keywords":"Electronic circuit; Sensitivity (control systems); Nonlinear system; Computation; Algorithm; Computer science; Mathematics; Control theory (sociology); Electronic engineering; Engineering","score_opus":0.011824913418373263,"score_gpt":0.23189571227320402,"score_spread":0.22007079885483075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072029420","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":[0.21821031,0.00012237516,0.77445465,0.00011967882,0.00003720976,0.00005094588,0.000109576766,0.0006074431,0.0062878462],"genre_scores_gemma":[0.95074105,0.00007703888,0.047590636,0.000030069217,0.000007365118,0.000041571882,0.000047760044,0.00003875805,0.0014256225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988246,0.000022517303,0.0000032397172,0.000016658762,0.000065717555,0.000009467737],"domain_scores_gemma":[0.9997775,0.00013451627,0.00001960891,0.000026486634,0.00003382853,0.00000801133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020478164,0.00018375268,0.00019623054,0.00017414686,0.00012111463,0.00020520069,0.0004012643,0.0002448948,0.0010604332],"category_scores_gemma":[0.00074468047,0.00010486528,0.00021486642,0.000102887825,0.000321576,0.00032601156,0.00017795032,0.0002864791,0.00008765182],"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":[0.00016868512,0.000067737514,0.0013888554,0.00014509774,0.000042062868,0.00015411378,0.00019499223,0.7835257,0.15565917,0.019241888,0.00055321644,0.038858406],"study_design_scores_gemma":[0.0000030767724,0.000011172429,0.0001156568,0.0000016900192,0.000001814766,0.000013164138,0.0000037093744,0.99233055,0.00672385,0.00054222276,0.00025047737,0.0000027153583],"about_ca_topic_score_codex":0.0012334202,"about_ca_topic_score_gemma":0.0008282784,"teacher_disagreement_score":0.0012334202,"about_ca_system_score_codex":0.0003780518,"about_ca_system_score_gemma":0.00030677754,"threshold_uncertainty_score":0.0035474896},"labels":[],"label_agreement":null},{"id":"W2075514383","doi":"10.1109/tcsi.2003.818613","title":"Optimal design of IIR frequency-response-masking filters using second-order cone programming","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":31,"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":"Infinite impulse response; Finite impulse response; 2D Filters; Digital filter; Frequency response; Impulse response; Second-order cone programming; Linear filter; Filter design; Realization (probability); Prototype filter; Rounding; Masking (illustration); Computer science; Network synthesis filters; Control theory (sociology); Mathematics; Filter (signal processing); Algorithm; Electronic engineering; Engineering; Convex optimization","score_opus":0.04676449648446468,"score_gpt":0.27863174619288866,"score_spread":0.23186724970842398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075514383","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":[0.009808421,0.000058473935,0.9893198,0.000026467096,0.0000047630933,0.000023969818,0.000009842496,0.000052393007,0.0006958825],"genre_scores_gemma":[0.34416547,0.00025911734,0.65356946,0.00008351558,0.000017379525,0.00019814406,0.000065576576,0.000046573983,0.0015946428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997191,0.000090708534,0.000013358115,0.000045205783,0.0001006848,0.000030949945],"domain_scores_gemma":[0.99958926,0.00023065248,0.00006734472,0.000022166778,0.000072230425,0.000018391036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007963735,0.00076299446,0.0006536205,0.00026557012,0.00015441359,0.0005194155,0.00050233264,0.0005369142,0.00085809117],"category_scores_gemma":[0.00133239,0.00041969892,0.0004104573,0.00022803785,0.00038787842,0.0004411131,0.00035139473,0.0005710163,0.00021258836],"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":[0.00012291485,0.000097460164,0.00037729365,0.00013892418,0.00002753624,0.000106186526,0.000091335765,0.8500483,0.041068017,0.02701642,0.00066666567,0.08023894],"study_design_scores_gemma":[0.000011396034,0.00006469587,0.000056637717,0.000004439294,0.000003040283,0.00001823168,0.000004726379,0.99533314,0.002110409,0.002015416,0.00037225394,0.0000054755997],"about_ca_topic_score_codex":0.0008758924,"about_ca_topic_score_gemma":0.0009790382,"teacher_disagreement_score":0.0008758924,"about_ca_system_score_codex":0.0003199958,"about_ca_system_score_gemma":0.0007428178,"threshold_uncertainty_score":0.004211724},"labels":[],"label_agreement":null},{"id":"W2089257167","doi":"10.1109/tcsi.2004.834510","title":"New Peak-to-Average Power-Ratio Reduction Algorithms for Multicarrier Communications","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":41,"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":"Reduction (mathematics); Algorithm; Baseband; Modulation (music); Passband; Orthogonal frequency-division multiplexing; Computer science; Power (physics); Mathematics; Electronic engineering; Bandwidth (computing); Telecommunications; Engineering; Channel (broadcasting)","score_opus":0.025575423875615517,"score_gpt":0.2715542708334772,"score_spread":0.2459788469578617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089257167","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":[0.0016062052,0.00012913522,0.9974298,0.000032698386,0.000016493672,0.000014899426,0.0000062493277,0.00017042679,0.0005939549],"genre_scores_gemma":[0.037405666,0.00042012942,0.95888776,0.000040694424,0.000047897556,0.00010385315,0.00004635559,0.000074277996,0.0029733225],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994823,0.000117674805,0.000028316226,0.0000613981,0.00028144583,0.000028868932],"domain_scores_gemma":[0.9990727,0.00046654174,0.00011469376,0.00010243529,0.00022522498,0.000018457908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451305,0.0009566834,0.00059178565,0.00075411244,0.00035791387,0.0007431974,0.0010224525,0.0006865453,0.0020972774],"category_scores_gemma":[0.0027506917,0.00039130152,0.0004978485,0.00077047746,0.0005243286,0.0013021872,0.00057012844,0.0015499959,0.0010910082],"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":[0.00010610757,0.00011081612,0.00030672867,0.00019411405,0.000048905913,0.00006258736,0.00019817286,0.22997414,0.02366271,0.040269308,0.0032215244,0.70184493],"study_design_scores_gemma":[0.000021083386,0.00008074769,0.00015514094,0.000014849571,0.0000114437025,0.00013418689,0.000019735473,0.9725275,0.012919422,0.009092345,0.0050021545,0.000021327396],"about_ca_topic_score_codex":0.0006880797,"about_ca_topic_score_gemma":0.0012391455,"teacher_disagreement_score":0.0020972774,"about_ca_system_score_codex":0.00057806395,"about_ca_system_score_gemma":0.00074121763,"threshold_uncertainty_score":0.0070161223},"labels":[],"label_agreement":null},{"id":"W2090210240","doi":"10.1109/tcsi.2002.800836","title":"Low complexity parallel multiplier in F(q/sup n/) over F/sub q/","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Coding theory and cryptography","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":"University of Toronto; University of Waterloo","funders":"","keywords":"Multiplier (economics); Mathematics; Multiplication (music); Basis (linear algebra); Polynomial basis; Discrete mathematics; Combinatorics; Mathematical analysis","score_opus":0.03393996360662456,"score_gpt":0.241864641180011,"score_spread":0.20792467757338645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090210240","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":[0.14376125,0.002231681,0.81046355,0.00064276176,0.00031703096,0.00016609184,0.00014827347,0.0009795238,0.041289803],"genre_scores_gemma":[0.6229934,0.0020925116,0.34591883,0.00028236245,0.00033465688,0.00020900444,0.00024338253,0.00009504243,0.027830804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99983454,0.000032394397,0.000011579884,0.00003223455,0.00005689978,0.000032364358],"domain_scores_gemma":[0.99981016,0.00008764553,0.000025864247,0.00003400216,0.000034499757,0.000007878384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022409201,0.00060156494,0.0003757562,0.00024437328,0.00049482554,0.0006857357,0.00032124447,0.0002899407,0.004951873],"category_scores_gemma":[0.00064316497,0.00013959441,0.00031268498,0.00043049818,0.00037719158,0.0012842397,0.00040429106,0.00057863496,0.001088833],"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":[0.0011121188,0.00016471167,0.00093684864,0.0007045612,0.00007036262,0.0010605573,0.00025423148,0.037537362,0.1513116,0.45820433,0.0069953115,0.34164798],"study_design_scores_gemma":[0.00020023732,0.0016334456,0.0011724172,0.00013514614,0.0001625924,0.0038766298,0.00020034716,0.2839702,0.2677671,0.34583908,0.09495693,0.00008576586],"about_ca_topic_score_codex":0.00028636577,"about_ca_topic_score_gemma":0.0007351741,"teacher_disagreement_score":0.004951873,"about_ca_system_score_codex":0.0003829702,"about_ca_system_score_gemma":0.0004390399,"threshold_uncertainty_score":0.01656562},"labels":[],"label_agreement":null},{"id":"W2093405367","doi":"10.1109/tcsi.2007.905536","title":"Modeling and Design of Multilevel Bang–Bang CDRs in the Presence of ISI and Noise","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":27,"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":"Jitter; Intersymbol interference; Noise (video); White noise; Computer science; Markov chain; Phase noise; Detector; Control theory (sociology); Algorithm; Electronic engineering; Statistics; Mathematics; Telecommunications; Engineering","score_opus":0.04162800476423593,"score_gpt":0.27174816149621633,"score_spread":0.2301201567319804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093405367","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":[0.17614304,0.0006567133,0.81321365,0.0002521404,0.000041732532,0.00010204438,0.00013240456,0.0008494993,0.008608711],"genre_scores_gemma":[0.9639142,0.00030694975,0.033820163,0.000038630962,0.000014060402,0.000052558902,0.00004105771,0.000020490488,0.0017920149],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979836,0.000029749774,0.00000944355,0.0000318488,0.00010521833,0.000025371455],"domain_scores_gemma":[0.9998116,0.00006848672,0.000040575338,0.000019204159,0.000050412134,0.000009805401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364625,0.0002719842,0.00034866694,0.00021253566,0.0002821898,0.00055064127,0.0007623902,0.00051450863,0.00085880974],"category_scores_gemma":[0.00048666,0.00023355435,0.00043273318,0.00016914523,0.00021815218,0.00036879667,0.00020147255,0.00036258315,0.00021647326],"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":[0.00008984548,0.000036221107,0.001391688,0.00008624754,0.00004392873,0.00016729922,0.00008136874,0.92054045,0.04872121,0.008382586,0.00031588986,0.020143194],"study_design_scores_gemma":[0.000003429718,0.000031673415,0.0001387121,0.000003839249,0.000008739169,0.000025667116,0.0000032030528,0.99631625,0.0026927895,0.00040443012,0.00036830452,0.0000029766493],"about_ca_topic_score_codex":0.0037601423,"about_ca_topic_score_gemma":0.004603079,"teacher_disagreement_score":0.0037601423,"about_ca_system_score_codex":0.0006541391,"about_ca_system_score_gemma":0.00072793866,"threshold_uncertainty_score":0.0074765086},"labels":[],"label_agreement":null},{"id":"W2094812471","doi":"10.1109/tcsi.2006.883855","title":"Fast Bit Parallel-Shifted Polynomial Basis Multipliers in <formula formulatype=\"inline\"><tex>$GF(2^{n})$</tex></formula>","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Cryptography and Residue Arithmetic","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 Waterloo","funders":"","keywords":"Ampere; Mathematics; Polynomial; Physics; Mathematical analysis; Quantum mechanics; Voltage","score_opus":0.020825470698027766,"score_gpt":0.25092188498129603,"score_spread":0.23009641428326827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094812471","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":[0.084639594,0.0019216951,0.8616652,0.00056236616,0.0007962854,0.00039872256,0.001076203,0.011845093,0.03709485],"genre_scores_gemma":[0.31218505,0.0013648686,0.6281468,0.00045355948,0.00027557838,0.00041812356,0.0024942465,0.00073966815,0.053922106],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998211,0.000021768179,0.000014855144,0.00003997989,0.00007218375,0.000029976583],"domain_scores_gemma":[0.9998173,0.000036577458,0.000030381756,0.00004284069,0.00006008146,0.0000128214915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022093054,0.0009238374,0.00032229943,0.00055471726,0.0004096975,0.0006501795,0.0010695191,0.0003590281,0.02683656],"category_scores_gemma":[0.00061826454,0.00028734843,0.00037231384,0.0007647634,0.000245541,0.001378249,0.00058563956,0.000831651,0.007264284],"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":[0.0008543998,0.00022908731,0.0005436578,0.0008071429,0.00006306382,0.0004216306,0.00015603041,0.013445231,0.22287948,0.057169158,0.034271,0.66916007],"study_design_scores_gemma":[0.00058883236,0.0017739702,0.0017262043,0.00023667589,0.00013525668,0.0019139274,0.000116557414,0.25674477,0.4340543,0.025004288,0.2775309,0.00017423465],"about_ca_topic_score_codex":0.00072304724,"about_ca_topic_score_gemma":0.0020586152,"teacher_disagreement_score":0.02683656,"about_ca_system_score_codex":0.00062911253,"about_ca_system_score_gemma":0.0010860038,"threshold_uncertainty_score":0.08977717},"labels":[],"label_agreement":null},{"id":"W2097010348","doi":"10.1109/tcsi.2003.808839","title":"Application of impulsive synchronization to communication security","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":132,"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":"Synchronization (alternating current); Scheme (mathematics); Cryptosystem; Frame (networking); Computer science; Control theory (sociology); Transmission (telecommunications); Communications system; Stability (learning theory); Cryptography; Mathematics; Computer network; Computer security; Telecommunications; Channel (broadcasting)","score_opus":0.00648324538622406,"score_gpt":0.23310118234193783,"score_spread":0.22661793695571378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097010348","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":[0.10761938,0.00085160753,0.87237847,0.00066809566,0.0001634864,0.000048378504,0.00002512054,0.00017296894,0.018072432],"genre_scores_gemma":[0.965966,0.00057397445,0.031185469,0.00007032538,0.0000678836,0.000030595143,0.00001658471,0.000014692762,0.00207442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999426,0.00015380759,0.000050486207,0.00007764586,0.00024614952,0.000045921242],"domain_scores_gemma":[0.9984817,0.00080489967,0.0002711626,0.00017212113,0.00019807697,0.00007205591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007778343,0.00020496587,0.00024799968,0.0005055633,0.00031089582,0.0005480034,0.00034624353,0.00039656725,0.0011512602],"category_scores_gemma":[0.003134341,0.00012710725,0.00018593976,0.00030968915,0.0013604654,0.00095661555,0.0012428097,0.0005706341,0.000098684955],"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":[0.00012540266,0.000026855541,0.00088768115,0.00018663376,0.000026557884,0.00042896313,0.00029441185,0.11987617,0.03648542,0.7788717,0.00045922602,0.06233104],"study_design_scores_gemma":[0.00004686648,0.0003327113,0.0006696749,0.00005870721,0.000027713817,0.00047304924,0.000161861,0.66053027,0.04162754,0.28798756,0.008032452,0.0000516224],"about_ca_topic_score_codex":0.00020517388,"about_ca_topic_score_gemma":0.00012599886,"teacher_disagreement_score":0.0011512602,"about_ca_system_score_codex":0.0005323754,"about_ca_system_score_gemma":0.00038238557,"threshold_uncertainty_score":0.004113674},"labels":[],"label_agreement":null},{"id":"W2098944725","doi":"10.1109/tcsi.2007.900176","title":"A 1-V CMOS Current Reference With Temperature and Process Compensation","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":142,"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":"Transimpedance amplifier; NMOS logic; CMOS; Electrical engineering; Topology (electrical circuits); Transistor; Compensation (psychology); Amplifier; Operational amplifier; Voltage; Physics; Computer science; Electronic engineering; Engineering","score_opus":0.017397167677096002,"score_gpt":0.2449087853574443,"score_spread":0.22751161768034828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098944725","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":[0.3150894,0.003630601,0.6244178,0.001546676,0.0016009586,0.00089209474,0.0026009826,0.017971318,0.032250144],"genre_scores_gemma":[0.5549086,0.0013382083,0.41265655,0.00053466577,0.00017721661,0.00046318487,0.0014722777,0.00067743805,0.027771939],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999171,0.0000519107,0.000045449327,0.00024355606,0.00042829194,0.000059681024],"domain_scores_gemma":[0.9994444,0.00008021697,0.00006573909,0.00012757463,0.00025428482,0.00002778778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042971098,0.000377646,0.0004969145,0.0005967393,0.00046631458,0.0006303636,0.0019545709,0.0010059894,0.002622885],"category_scores_gemma":[0.00083053514,0.00031327966,0.0002578515,0.00051704346,0.00026252127,0.00089758815,0.00034535935,0.0006507458,0.0015554538],"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":[0.00012646939,0.00005985185,0.000505974,0.00020665761,0.000017230954,0.00035232314,0.00013125488,0.0012865126,0.95732063,0.0034955116,0.0029503242,0.033547383],"study_design_scores_gemma":[0.000039715764,0.00053176767,0.0016359646,0.000021934551,0.00004299141,0.0014565968,0.00004874075,0.010429593,0.93200296,0.0006045512,0.05313395,0.00005133292],"about_ca_topic_score_codex":0.0010427024,"about_ca_topic_score_gemma":0.0017481811,"teacher_disagreement_score":0.002622885,"about_ca_system_score_codex":0.0007768865,"about_ca_system_score_gemma":0.0006162332,"threshold_uncertainty_score":0.0087744},"labels":[],"label_agreement":null},{"id":"W2100032763","doi":"10.1109/tcsi.2005.846225","title":"Multiuser detectors for synchronous DS-CDMA systems based on a recursive p-norm convex relaxation approach","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Wireless Communication Networks Research","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":"University of Victoria","funders":"","keywords":"Detector; Semidefinite programming; Code division multiple access; Multiuser detection; Computer science; Convex optimization; Relaxation (psychology); Algorithm; Norm (philosophy); Interference (communication); Mathematical optimization; Regular polygon; Mathematics; Telecommunications","score_opus":0.026078123542417227,"score_gpt":0.26926414801072196,"score_spread":0.24318602446830473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100032763","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":[0.0035208042,0.000083005325,0.995631,0.00007913024,0.000007153469,0.000013752098,0.000015764905,0.00006898105,0.0005804296],"genre_scores_gemma":[0.2065869,0.00041278082,0.78974015,0.00016281835,0.00004721558,0.00017391462,0.0001335295,0.00006198758,0.0026807215],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992079,0.0003278195,0.000030805175,0.000105701954,0.0002679328,0.000059896658],"domain_scores_gemma":[0.9988116,0.00074258744,0.00011414946,0.0000903996,0.00020331223,0.00003781917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012859649,0.00067247753,0.0008452023,0.00033894068,0.00020278306,0.0008034207,0.0008606173,0.00063819555,0.001056479],"category_scores_gemma":[0.0029439097,0.00048991665,0.0007048576,0.00047873307,0.00059010804,0.0010353314,0.00067340065,0.001450943,0.00033884068],"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":[0.0001380793,0.00007785367,0.00041063444,0.0001579418,0.000058873615,0.00013207359,0.00011763729,0.76663494,0.017696759,0.08145694,0.0025772697,0.13054101],"study_design_scores_gemma":[0.000007684106,0.000022234146,0.000038932525,0.0000027385358,0.0000033951346,0.000020030637,0.0000039451616,0.9939599,0.001584572,0.0038878615,0.00046262803,0.000005980742],"about_ca_topic_score_codex":0.0010235544,"about_ca_topic_score_gemma":0.0015490826,"teacher_disagreement_score":0.0012859649,"about_ca_system_score_codex":0.0006812477,"about_ca_system_score_gemma":0.0010646051,"threshold_uncertainty_score":0.0068009496},"labels":[],"label_agreement":null},{"id":"W2100346125","doi":"10.1109/tcsi.2004.826216","title":"Reconstruction of Piecewise Chaotic Dynamic Using a Genetic Algorithm Multiple Model Approach","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Chaotic; Algorithm; Computer science; Piecewise; Genetic algorithm; Mathematics; Artificial intelligence; Machine learning","score_opus":0.01453494720325323,"score_gpt":0.2288438082768032,"score_spread":0.21430886107354996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100346125","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":[0.031442884,0.00012220652,0.9672027,0.000090673035,0.000017443723,0.000012903241,0.0000134430575,0.00028240084,0.0008152627],"genre_scores_gemma":[0.6906085,0.00020216563,0.30617613,0.00008453089,0.000022572409,0.0000930051,0.00008536036,0.000059863465,0.002667884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987686,0.000034537978,0.000005311862,0.00003267231,0.000032863496,0.000017650083],"domain_scores_gemma":[0.9997948,0.00009590095,0.00003376626,0.000021043772,0.00004406463,0.000010483769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032989567,0.0005219322,0.00056124333,0.00052488496,0.00028596717,0.0003809749,0.00054934487,0.000746763,0.0006882429],"category_scores_gemma":[0.00091004214,0.0003354814,0.000556945,0.00039594359,0.00029533223,0.00055145327,0.00044564618,0.0006940028,0.00013668321],"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":[0.000032565687,0.000021729742,0.0006784343,0.000021948741,0.000034070043,0.000055973615,0.000040623803,0.9382458,0.0051881666,0.003675504,0.00023391702,0.051771343],"study_design_scores_gemma":[0.0000013960757,0.000006675108,0.000038854716,8.359444e-7,0.0000019413076,0.0000058869487,0.0000016419511,0.9992532,0.00033091896,0.0002873739,0.00006947475,0.0000017292913],"about_ca_topic_score_codex":0.004909492,"about_ca_topic_score_gemma":0.0032585086,"teacher_disagreement_score":0.004909492,"about_ca_system_score_codex":0.00040749053,"about_ca_system_score_gemma":0.00065250054,"threshold_uncertainty_score":0.00976181},"labels":[],"label_agreement":null},{"id":"W2100632700","doi":"10.1109/81.948440","title":"Performance evaluation of EKF-based chaotic synchronization","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada); University of Calgary","funders":"","keywords":"Extended Kalman filter; Synchronization (alternating current); Control theory (sociology); Noise (video); Cramér–Rao bound; Mean squared error; Computer science; Upper and lower bounds; Kalman filter; Chaotic; Mathematics; Channel (broadcasting); Algorithm; Estimation theory; Artificial intelligence; Telecommunications; Statistics","score_opus":0.0193953830009461,"score_gpt":0.25169634896985466,"score_spread":0.23230096596890856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100632700","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":[0.4739857,0.002022911,0.5155242,0.00027548292,0.00012962523,0.0000707636,0.00017598871,0.0015653238,0.006249969],"genre_scores_gemma":[0.9791171,0.00022688921,0.02001521,0.000018527668,0.000016249756,0.00002430451,0.00013621087,0.000028760875,0.0004168271],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905604,0.0003361068,0.00007424756,0.00011325645,0.00034043312,0.00008001225],"domain_scores_gemma":[0.99633116,0.002213868,0.00023880642,0.00021959045,0.00093482406,0.0000617579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018520375,0.0004889971,0.000590785,0.0005422457,0.00028550107,0.0005528005,0.00033254563,0.0007741687,0.0006635838],"category_scores_gemma":[0.010631686,0.00012785595,0.00016886515,0.0003693547,0.0003339785,0.0007872952,0.00052383234,0.00029108048,0.00021498672],"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":[0.0010209021,0.000058006077,0.0058922744,0.00022106156,0.00013869253,0.0001290693,0.00010391505,0.8346928,0.016535405,0.0037964226,0.0005280083,0.13688354],"study_design_scores_gemma":[0.000027468848,0.00015698973,0.0023953181,0.000012188879,0.000020204101,0.00007813297,0.000015894278,0.98731405,0.00919088,0.0003974959,0.00036778403,0.000023557275],"about_ca_topic_score_codex":0.0031492333,"about_ca_topic_score_gemma":0.0012623185,"teacher_disagreement_score":0.0031492333,"about_ca_system_score_codex":0.00047107783,"about_ca_system_score_gemma":0.0005263727,"threshold_uncertainty_score":0.009794593},"labels":[],"label_agreement":null},{"id":"W2102132379","doi":"10.1109/tcsi.2003.822396","title":"Modified Register-Exchange Viterbi Decoder for Low-Power Wireless Communications","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":37,"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":"Computer science; Viterbi decoder; Shift register; Viterbi algorithm; Pointer (user interface); Decoding methods; Arithmetic; Computer hardware; Parallel computing; Algorithm; Telecommunications; Mathematics","score_opus":0.027015937345291594,"score_gpt":0.2711444926807128,"score_spread":0.2441285553354212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102132379","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":[0.0149450265,0.00100959,0.97979045,0.00013834542,0.00017386545,0.00007787135,0.00006615054,0.001524634,0.0022742124],"genre_scores_gemma":[0.26872826,0.00074350904,0.7170946,0.00020365251,0.0001433968,0.00017235438,0.0003109851,0.00011778413,0.012485464],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944323,0.00014991288,0.00003388317,0.000092202885,0.00022859595,0.00005221654],"domain_scores_gemma":[0.9993876,0.00020874203,0.000055972032,0.00013504698,0.00019526362,0.000017333889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050199084,0.0005425168,0.000618551,0.00045638767,0.00030981906,0.00064274983,0.0018029655,0.0008593439,0.002750626],"category_scores_gemma":[0.0016383389,0.000299431,0.0003922429,0.00049997476,0.00035342475,0.0008254766,0.0003513547,0.0009281539,0.0012779874],"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":[0.0008092369,0.0001522708,0.0011610985,0.0004192632,0.00021107549,0.00032562288,0.00015208751,0.084076,0.22665103,0.055753995,0.00617116,0.6241172],"study_design_scores_gemma":[0.00012512143,0.0005253335,0.00075596746,0.00003699605,0.00013263182,0.0006765729,0.000016738137,0.8064146,0.15323,0.006463885,0.03156211,0.000060027614],"about_ca_topic_score_codex":0.0016295337,"about_ca_topic_score_gemma":0.0033957297,"teacher_disagreement_score":0.002750626,"about_ca_system_score_codex":0.0006362021,"about_ca_system_score_gemma":0.0007785841,"threshold_uncertainty_score":0.009201765},"labels":[],"label_agreement":null},{"id":"W2102245115","doi":"10.1109/tcsi.2006.880313","title":"Termination Sequence Generation Circuits for Low-Density Parity-Check Convolutional Codes","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Error Correcting Code Techniques","field":"Computer Science","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":"Semiconductor Research Corporation","keywords":"Convolutional code; Computer science; Encoder; Electronic circuit; Shift register; Algorithm; Sequence (biology); Low-density parity-check code; Logic gate; Decoding methods; Complement (music); Theoretical computer science; Telecommunications; Electrical engineering; Engineering","score_opus":0.035250923481235374,"score_gpt":0.2770360279038416,"score_spread":0.2417851044226062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102245115","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":[0.11127474,0.0002021879,0.8776394,0.00013849245,0.000039688817,0.00015635468,0.00008602292,0.0006971809,0.009765997],"genre_scores_gemma":[0.73528737,0.00020809755,0.25864482,0.00008897519,0.000036349888,0.0002587187,0.0002483176,0.000108920525,0.00511846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996592,0.00008427483,0.000018605308,0.000039431525,0.00015592377,0.000042707186],"domain_scores_gemma":[0.99927,0.0004417527,0.00008442781,0.00007323975,0.00010834679,0.00002215957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043097325,0.00029156095,0.00023769011,0.0003998238,0.0003863213,0.00048529851,0.00047393265,0.0005382059,0.0019347933],"category_scores_gemma":[0.001508858,0.00012334234,0.00022852105,0.0003091599,0.00048502657,0.00050233357,0.0003912055,0.00071436324,0.00041933818],"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":[0.0003791857,0.00021211947,0.0014580281,0.00027044988,0.00002497047,0.0003797104,0.0003533324,0.11923005,0.19458683,0.4824421,0.0025113283,0.19815195],"study_design_scores_gemma":[0.00014222182,0.00035262865,0.0005171308,0.000050406936,0.000031184714,0.0003506284,0.00003392,0.7003212,0.18336715,0.10644598,0.008344114,0.000043411786],"about_ca_topic_score_codex":0.00030396404,"about_ca_topic_score_gemma":0.00048787688,"teacher_disagreement_score":0.0019347933,"about_ca_system_score_codex":0.0007321576,"about_ca_system_score_gemma":0.00040872558,"threshold_uncertainty_score":0.006472528},"labels":[],"label_agreement":null},{"id":"W2107688009","doi":"10.1109/tcsi.2003.818713","title":"Correction to \"A comparison of three multipliers based on the technique for low-voltage applications\"","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"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; Voltage; Electronic engineering; Electrical engineering; Engineering","score_opus":0.022193434554493307,"score_gpt":0.2474090302300611,"score_spread":0.22521559567556781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107688009","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003233077,0.0056808298,0.01929142,0.05310853,0.91032565,0.00008491852,0.0012603207,0.0021204592,0.0048947837],"genre_scores_gemma":[0.16078505,0.018910166,0.12783808,0.17096555,0.20534162,0.000593944,0.005082942,0.0040115444,0.3064711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790907,0.00024627568,0.00024520163,0.0002760983,0.0010233049,0.00030012435],"domain_scores_gemma":[0.98679626,0.0022092205,0.0006487763,0.00085442734,0.0090536615,0.00043767394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013114999,0.0017482725,0.0016094851,0.0017500344,0.0020531612,0.0016814179,0.0034437007,0.0044401092,0.035026304],"category_scores_gemma":[0.018903067,0.00069703796,0.0014127075,0.0020903114,0.0015711803,0.0015436286,0.0012874048,0.005772871,0.017387923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045817895,0.00004507283,0.00030515535,0.00089420093,0.00010478617,0.00070940633,0.00010149302,0.00055545557,0.0036587908,0.007336416,0.93538296,0.050448127],"study_design_scores_gemma":[0.00018611785,0.00018005095,0.0022966098,0.0002664749,0.00016934221,0.0017085642,0.00010684924,0.0029395847,0.009863707,0.0039055066,0.9782857,0.0000915261],"about_ca_topic_score_codex":0.0100541245,"about_ca_topic_score_gemma":0.018472003,"teacher_disagreement_score":0.035026304,"about_ca_system_score_codex":0.002235128,"about_ca_system_score_gemma":0.0024882308,"threshold_uncertainty_score":0.117174685},"labels":[],"label_agreement":null},{"id":"W2109713593","doi":"10.1109/tcsi.2005.858756","title":"The application of complex quantized feedback in integrated wireless receivers","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":4,"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":"University of Toronto","keywords":"Baseband; Electronic engineering; Local oscillator; Quadrature amplitude modulation; Computer science; QAM; Phase noise; Frequency offset; Direct-conversion receiver; CMOS; Electrical engineering; Engineering; Orthogonal frequency-division multiplexing; Telecommunications; Bit error rate; Detector; Channel (broadcasting)","score_opus":0.015153200811755417,"score_gpt":0.22671145018168085,"score_spread":0.21155824936992543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109713593","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":[0.12505522,0.0025128552,0.8649107,0.00034239385,0.0001837772,0.00006559705,0.000043219035,0.0005865623,0.006299702],"genre_scores_gemma":[0.9188045,0.00082869665,0.07830003,0.00011517884,0.000052241718,0.000017773824,0.000015711967,0.000013472006,0.0018523505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998221,0.000036057554,0.000008386052,0.000031743122,0.00008824727,0.000013647574],"domain_scores_gemma":[0.99981636,0.000075501535,0.00003242079,0.00002423088,0.000042036525,0.000009429448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026272758,0.00025144007,0.00018231463,0.00015526607,0.00015857452,0.0005577844,0.00045248703,0.00036140863,0.0007075773],"category_scores_gemma":[0.0007294658,0.0001441309,0.000104245344,0.0002557503,0.00044,0.0005539073,0.00023620155,0.00036441092,0.00012669837],"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":[0.00029071124,0.00009808365,0.0015970876,0.00035715252,0.000047606347,0.00041877248,0.00031174294,0.09977369,0.64828485,0.06814047,0.00096490426,0.17971492],"study_design_scores_gemma":[0.000118415155,0.0013394317,0.0016186289,0.00009980022,0.00010177792,0.0010025378,0.000097337295,0.6750015,0.2852536,0.018377135,0.016909206,0.0000806696],"about_ca_topic_score_codex":0.00060189556,"about_ca_topic_score_gemma":0.000627933,"teacher_disagreement_score":0.0007075773,"about_ca_system_score_codex":0.00041085933,"about_ca_system_score_gemma":0.00020887872,"threshold_uncertainty_score":0.0029809475},"labels":[],"label_agreement":null},{"id":"W2110117693","doi":"10.1109/81.847880","title":"Analysis of a novel bidirectional DC-to-AC inverter","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advanced DC-DC Converters","field":"Engineering","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":"Queen's University","funders":"","keywords":"Inverter; Control theory (sociology); Voltage; PID controller; Total harmonic distortion; Computer science; Engineering; Control (management); Electrical engineering; Control engineering; Temperature control","score_opus":0.015227366624333374,"score_gpt":0.2341935427446679,"score_spread":0.2189661761203345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110117693","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":[0.120437,0.00096862385,0.74180794,0.00051046,0.00014127727,0.00026160688,0.00035209366,0.0008473424,0.13467364],"genre_scores_gemma":[0.9713368,0.00036462955,0.0124855265,0.00006185754,0.000031151747,0.00009890136,0.00009097179,0.000034555087,0.015495698],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989927,0.000009452956,0.0000027919284,0.000015229193,0.00006150759,0.00001174519],"domain_scores_gemma":[0.9999424,0.000014010206,0.000009145117,0.0000049885325,0.00002458861,0.000004810427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009827505,0.00024680942,0.00030103824,0.00027609736,0.00033985003,0.00065401813,0.0004436107,0.00056452217,0.006443528],"category_scores_gemma":[0.00022276187,0.00012509729,0.00027633435,0.00018405393,0.00026484823,0.0003268188,0.0002579855,0.00027961584,0.0006251852],"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":[0.0004210505,0.00015567314,0.0019105608,0.00068663753,0.00010126716,0.001730941,0.0003851364,0.45335808,0.22692381,0.1936088,0.0051006936,0.11561727],"study_design_scores_gemma":[0.00001682969,0.00010027797,0.00051649625,0.000016226124,0.000017188027,0.00014280087,0.00002927867,0.9815723,0.005042673,0.006726652,0.0058105383,0.000008714356],"about_ca_topic_score_codex":0.0028417516,"about_ca_topic_score_gemma":0.0020293389,"teacher_disagreement_score":0.006443528,"about_ca_system_score_codex":0.0005240066,"about_ca_system_score_gemma":0.00042292068,"threshold_uncertainty_score":0.021555781},"labels":[],"label_agreement":null},{"id":"W2110559119","doi":"10.1109/tcsi.2006.877885","title":"Markov-jump-system-based secure chaotic communication","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Else Kröner-Fresenius-Stiftung","keywords":"Transmitter; Chaotic; Markov chain; Computer science; Transmission (telecommunications); Estimator; Control theory (sociology); Markov model; Data transmission; Molecular communication; Mathematics; Computer network; Telecommunications; Statistics; Artificial intelligence","score_opus":0.006894567156833717,"score_gpt":0.21169087951475762,"score_spread":0.2047963123579239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110559119","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":[0.022850286,0.00035766224,0.97383183,0.00013339546,0.00006954247,0.000031132087,0.000028444687,0.00036248856,0.0023351437],"genre_scores_gemma":[0.9114292,0.0003751037,0.08496333,0.00008135716,0.000054190128,0.00005258156,0.00007346524,0.000027470025,0.0029432627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995977,0.000079096244,0.00002610995,0.00007758828,0.00018001441,0.000039442264],"domain_scores_gemma":[0.99964166,0.00014254973,0.0000699488,0.000053536558,0.00007315745,0.00001912115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963851,0.00031617214,0.0004531734,0.00023598749,0.00031284333,0.00041412815,0.0007227579,0.00044437338,0.00096754165],"category_scores_gemma":[0.00090768724,0.00016477892,0.00037149186,0.0002457572,0.0004412609,0.00083152857,0.0007052103,0.0007272259,0.00025023016],"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":[0.00041339497,0.000094570394,0.0024855938,0.00036317052,0.00014254014,0.0005431293,0.00036781118,0.6338497,0.07269227,0.11927595,0.001985461,0.1677864],"study_design_scores_gemma":[0.000010973917,0.00007542237,0.00015081576,0.000006737052,0.000013239811,0.00008776844,0.0000057896905,0.9912999,0.004355831,0.0028718985,0.001110256,0.000011378662],"about_ca_topic_score_codex":0.0011788151,"about_ca_topic_score_gemma":0.00092761964,"teacher_disagreement_score":0.0011788151,"about_ca_system_score_codex":0.0004116228,"about_ca_system_score_gemma":0.00059594953,"threshold_uncertainty_score":0.003236711},"labels":[],"label_agreement":null},{"id":"W2111336878","doi":"10.1109/tcsi.2005.856666","title":"Stability of a class of linear switching systems with time delay","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":275,"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":"Mathematics; Control theory (sociology); Lyapunov function; Ode; Ordinary differential equation; Riccati equation; Delay differential equation; Linear system; Stability theory; Stability (learning theory); Class (philosophy); Differential equation; Applied mathematics; Nonlinear system; Computer science; Mathematical analysis; Control (management); Physics","score_opus":0.010477716247425986,"score_gpt":0.20355993247822854,"score_spread":0.19308221623080254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111336878","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":[0.46156505,0.0010700824,0.51796246,0.00033965838,0.00011185853,0.00008776001,0.00013287077,0.00040077913,0.018329456],"genre_scores_gemma":[0.9939083,0.00017255424,0.003701236,0.000025829762,0.00003238289,0.00004652644,0.000052000556,0.00000838496,0.0020528634],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99968874,0.000039920647,0.000017018732,0.00009166477,0.00011002155,0.000052639807],"domain_scores_gemma":[0.99943954,0.00021595818,0.00015765669,0.000037269965,0.00011234523,0.000037263497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035241342,0.000562766,0.0004912983,0.0005190589,0.00042386615,0.0009239255,0.0004524532,0.0005800853,0.0014546306],"category_scores_gemma":[0.0010082561,0.00013618598,0.0004465869,0.00030321325,0.0007996514,0.00053715653,0.00059678796,0.00044752183,0.00016591755],"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":[0.00030849423,0.00013114393,0.0030978895,0.00022853486,0.00017610575,0.0010426238,0.0006201655,0.6822541,0.05159833,0.2148409,0.0016436692,0.044058062],"study_design_scores_gemma":[0.000025957104,0.000086581305,0.00044497522,0.0000074011336,0.000014576413,0.000094112715,0.000036546295,0.97578454,0.0018578388,0.020742146,0.0008948231,0.000010535808],"about_ca_topic_score_codex":0.0023735939,"about_ca_topic_score_gemma":0.0007084831,"teacher_disagreement_score":0.0023735939,"about_ca_system_score_codex":0.0005518495,"about_ca_system_score_gemma":0.00037196476,"threshold_uncertainty_score":0.004866183},"labels":[],"label_agreement":null},{"id":"W2112074917","doi":"10.1109/tcsi.2005.853902","title":"Feedforward symbol timing recovery technique using two samples per symbol","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":38,"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":"Algorithm; Phase-shift keying; Symbol rate; Feed forward; Quadrature (astronomy); Computer science; Kalman filter; Clock recovery; Mathematics; Electronic engineering; Bit error rate; Decoding methods; Telecommunications; Engineering; Artificial intelligence","score_opus":0.03146547427327808,"score_gpt":0.2724089489576354,"score_spread":0.2409434746843573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112074917","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":[0.010965684,0.00025627066,0.9870473,0.00006284623,0.000091111855,0.000031666474,0.00002467519,0.0007457521,0.0007747023],"genre_scores_gemma":[0.2743243,0.00039731833,0.7198714,0.00016133096,0.00015793873,0.00007122156,0.00015580613,0.00006105473,0.0047996156],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953985,0.00006466229,0.000030402307,0.00006731134,0.00026732797,0.000030470721],"domain_scores_gemma":[0.9993075,0.0002434537,0.00011847923,0.00014519038,0.00016208112,0.000023151544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054827903,0.00044576157,0.00048729964,0.0005413585,0.00029691178,0.00039639187,0.00092062063,0.00060198654,0.0019547513],"category_scores_gemma":[0.0014910372,0.0002579346,0.00032001044,0.0003660366,0.0002499276,0.00091308996,0.0004856787,0.0008428029,0.00072151324],"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":[0.00062726566,0.0001441949,0.0010002253,0.00036893692,0.0000658,0.00027789574,0.00022144479,0.025765883,0.24554804,0.011003319,0.0018345705,0.71314234],"study_design_scores_gemma":[0.00014761508,0.0012348949,0.0026256049,0.0001295509,0.00014480206,0.0018385287,0.000049437123,0.58298475,0.3757931,0.004924714,0.029979339,0.00014767068],"about_ca_topic_score_codex":0.0004752394,"about_ca_topic_score_gemma":0.0009838912,"teacher_disagreement_score":0.0019547513,"about_ca_system_score_codex":0.0002857633,"about_ca_system_score_gemma":0.00056653,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2112296440","doi":"10.1109/81.904878","title":"Adjoint network of periodically switched linear circuits with applications to noise analysis","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":19,"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; University of Waterloo","funders":"","keywords":"Electronic circuit; Switched capacitor; Mathematics; Transfer function; Phasor; Network analysis; Noise (video); Topology (electrical circuits); Linear circuit; Frequency domain; Computer science; Capacitor; Power (physics); Mathematical analysis; Equivalent circuit; Electrical engineering; Engineering","score_opus":0.01214911800833348,"score_gpt":0.23026198252390834,"score_spread":0.21811286451557485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112296440","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":[0.0160416,0.0001420578,0.98183954,0.000059651607,0.000022956283,0.000008604716,0.000010709826,0.00013038058,0.0017444912],"genre_scores_gemma":[0.677342,0.00046122712,0.3156783,0.00010222047,0.000068242,0.00006122986,0.00009424593,0.000070093214,0.006122426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981326,0.000052758543,0.000006328065,0.00002908623,0.00008375057,0.000014771876],"domain_scores_gemma":[0.99961084,0.00023096034,0.000042932814,0.00002272488,0.000077406075,0.000015101481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035298654,0.00022884157,0.00025077065,0.00045242172,0.00024581695,0.00043934744,0.00032132227,0.00028374913,0.00157405],"category_scores_gemma":[0.0014863755,0.00011435245,0.00019839217,0.000371869,0.00063589873,0.0008092645,0.0002981716,0.0004878162,0.00015498148],"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":[0.00009323373,0.00005244793,0.00066382234,0.00008598666,0.00001677603,0.000119609496,0.0001415546,0.34367195,0.019798419,0.4852705,0.00077806634,0.14930773],"study_design_scores_gemma":[0.0000048477123,0.0000239974,0.00008781979,0.000003966448,0.0000031245381,0.00004095482,0.000009463512,0.92121303,0.0023950601,0.07456842,0.0016434849,0.0000058133833],"about_ca_topic_score_codex":0.0007848622,"about_ca_topic_score_gemma":0.00079806463,"teacher_disagreement_score":0.00157405,"about_ca_system_score_codex":0.00046271537,"about_ca_system_score_gemma":0.00029848926,"threshold_uncertainty_score":0.0052657127},"labels":[],"label_agreement":null},{"id":"W2113091003","doi":"10.1109/tcsi.2002.802362","title":"Analysis and minimization of L/sub 2/-sensitivity for linear systems and two-dimensional state-space filters using general controllability and observability Gramians","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":68,"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":"Observability; Controllability; Sensitivity (control systems); Mathematics; Control theory (sociology); Linear system; State space; Matrix (chemical analysis); Minification; Measure (data warehouse); Applied mathematics; Mathematical optimization; Computer science; Mathematical analysis","score_opus":0.03221361201237174,"score_gpt":0.264842325550975,"score_spread":0.23262871353860323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113091003","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":[0.011914808,0.000074598116,0.98690945,0.000038715283,0.0000047494273,0.000009576529,0.000013783074,0.000053658965,0.000980636],"genre_scores_gemma":[0.74072486,0.00048921834,0.255105,0.00007118753,0.00003093199,0.00015172413,0.00010724576,0.000101632795,0.0032182122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995772,0.00017254053,0.000019068968,0.00007034754,0.00012308828,0.000037731035],"domain_scores_gemma":[0.99910957,0.0006664615,0.000083701125,0.000042178777,0.0000843202,0.000013716893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009826504,0.00086601026,0.0005553338,0.00041113963,0.0001643106,0.00063814875,0.0003698753,0.0005674693,0.00096913223],"category_scores_gemma":[0.0026577243,0.00028930564,0.000462634,0.00044581766,0.00075415336,0.0008317623,0.00064106437,0.00045501784,0.0001410405],"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":[0.000044374257,0.0000151223085,0.0003774885,0.00006983774,0.000037129157,0.00007577541,0.00005393859,0.9214392,0.011353567,0.043644845,0.0002728387,0.022615986],"study_design_scores_gemma":[0.0000014034396,0.000012194522,0.00013024619,0.000002561958,0.0000028547038,0.000015587782,0.0000057564016,0.99156815,0.002082506,0.006033668,0.00013977816,0.0000052136397],"about_ca_topic_score_codex":0.0010903297,"about_ca_topic_score_gemma":0.0011418842,"teacher_disagreement_score":0.0010903297,"about_ca_system_score_codex":0.0006722032,"about_ca_system_score_gemma":0.0005564672,"threshold_uncertainty_score":0.0051968694},"labels":[],"label_agreement":null},{"id":"W2113486168","doi":"10.1109/tcsi.2005.852488","title":"Blind identification of autoregressive system using chaos","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Blind Source Separation Techniques","field":"Computer Science","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 Calgary","funders":"","keywords":"Autoregressive model; Chaotic; Lyapunov exponent; CHAOS (operating system); Identification (biology); System identification; Blind equalization; Equalization (audio); Mathematics; Control theory (sociology); SIGNAL (programming language); Algorithm; Gaussian; Parameter identification problem; Computer science; Statistics; Artificial intelligence; Decoding methods; Data modeling","score_opus":0.027724932694157135,"score_gpt":0.2834123331870087,"score_spread":0.25568740049285155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113486168","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":[0.03213629,0.0002405124,0.96675473,0.000070438946,0.000024621331,0.000013948874,0.000012182016,0.00015875508,0.0005884589],"genre_scores_gemma":[0.7597326,0.0006595532,0.23650232,0.00006124308,0.000057523168,0.00007944013,0.00007921778,0.000035257122,0.0027928278],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971384,0.00009530813,0.000016690314,0.00005808317,0.000095577656,0.000020474396],"domain_scores_gemma":[0.9994054,0.00036300367,0.000103658305,0.000048005837,0.000067383146,0.000012545185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048176383,0.00039227636,0.00054397393,0.00042308605,0.00026345951,0.00043569267,0.0003000969,0.00058411044,0.00037755026],"category_scores_gemma":[0.0018106978,0.00020467857,0.00040857424,0.0003454753,0.0005143792,0.0007206251,0.0006079374,0.00044904763,0.00014319063],"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":[0.00027267684,0.000053709744,0.002404179,0.00027803582,0.0001460513,0.000317328,0.00027563534,0.72524947,0.085985854,0.059918277,0.000733095,0.124365754],"study_design_scores_gemma":[0.000009137083,0.000046539633,0.00027596828,0.000006647553,0.000010091872,0.00008874883,0.000008873829,0.984938,0.0063189743,0.00753917,0.00074112724,0.000016628404],"about_ca_topic_score_codex":0.00083463284,"about_ca_topic_score_gemma":0.0006020364,"teacher_disagreement_score":0.00083463284,"about_ca_system_score_codex":0.00024172665,"about_ca_system_score_gemma":0.00049057696,"threshold_uncertainty_score":0.0025478601},"labels":[],"label_agreement":null},{"id":"W2113584830","doi":"10.1109/tcsi.2006.885995","title":"Using Stacked Bitlines and Hybrid ROM Cells to Form ROM and SRAM-ROM With Increased Storage Density","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":8,"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 Alberta","funders":"CMC Microsystems","keywords":"Read-only memory; Computer science; Static random-access memory; Computer hardware; CD-ROM; Embedded system; Operating system","score_opus":0.01845620160970925,"score_gpt":0.242800160988149,"score_spread":0.22434395937843973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113584830","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":[0.55227405,0.00442931,0.3936822,0.00058847957,0.0011097882,0.00022342813,0.0009969323,0.0055808155,0.04111491],"genre_scores_gemma":[0.65889096,0.0013496266,0.32747492,0.00028512703,0.00016441736,0.00012947353,0.00062619854,0.000111469875,0.0109679345],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999366,0.0000094821835,0.0000067242468,0.000015588605,0.000023397564,0.000008301277],"domain_scores_gemma":[0.99974173,0.000040781593,0.00006780595,0.000066453504,0.00006674898,0.000016478101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009565679,0.00038325597,0.0002676772,0.00028752218,0.00017407165,0.00053632364,0.00069119857,0.00038151536,0.001972837],"category_scores_gemma":[0.00023700036,0.00020036123,0.00020757134,0.0005159205,0.00020607184,0.0010078787,0.00035749818,0.00022349478,0.0010016952],"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":[0.00028243806,0.0001608527,0.0027059107,0.00069347525,0.00015611952,0.0011974227,0.00013732442,0.020924188,0.6572675,0.02379308,0.008944498,0.28373712],"study_design_scores_gemma":[0.00013779431,0.0018690034,0.0038992474,0.0001097459,0.00027280074,0.0036651003,0.00016059137,0.190892,0.7055958,0.009494955,0.083778776,0.00012430303],"about_ca_topic_score_codex":0.00023416663,"about_ca_topic_score_gemma":0.0010219603,"teacher_disagreement_score":0.001972837,"about_ca_system_score_codex":0.00016605826,"about_ca_system_score_gemma":0.0001300467,"threshold_uncertainty_score":0.006599784},"labels":[],"label_agreement":null},{"id":"W2114134358","doi":"10.1109/81.841845","title":"Series-parallel resonant converter operating in discontinuous current mode. Analysis, design, simulation, and experimental results","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":45,"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":"Series (stratigraphy); Electronic engineering; Current (fluid); Voltage; Resonant converter; Component (thermodynamics); Mode (computer interface); Converters; Engineering; Topology (electrical circuits); Control theory (sociology); Computer science; Electrical engineering; Physics","score_opus":0.020243720861742132,"score_gpt":0.2726107915583483,"score_spread":0.25236707069660613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114134358","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":[0.8948563,0.00028044655,0.08394451,0.00022493246,0.000056665725,0.00034580033,0.00086928677,0.0019440484,0.017478066],"genre_scores_gemma":[0.98356134,0.00008511176,0.012924076,0.000016783652,0.0000063119683,0.00015287922,0.00018921283,0.00006679244,0.002997406],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995384,0.00008061827,0.00002476476,0.000072166986,0.0002412056,0.00004292025],"domain_scores_gemma":[0.99956363,0.00014216473,0.00003660481,0.000085636566,0.00014844969,0.000023551675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005102368,0.000574913,0.00062105176,0.0003909628,0.00036721426,0.0005477679,0.0008101148,0.00043790153,0.004399292],"category_scores_gemma":[0.0005641679,0.00017600351,0.00028959868,0.0004539062,0.0004086282,0.00043024405,0.00016634606,0.00042210694,0.0007131847],"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":[0.0018813857,0.0007244125,0.0043292074,0.0011535491,0.00017157246,0.00042332834,0.0005897385,0.09392058,0.81210214,0.005941488,0.0035094651,0.07525321],"study_design_scores_gemma":[0.00035753913,0.0026188625,0.0050932495,0.00005244202,0.00011290442,0.00047732046,0.00016408018,0.32645193,0.65254027,0.0017764823,0.01029975,0.00005528585],"about_ca_topic_score_codex":0.0010052894,"about_ca_topic_score_gemma":0.0010321726,"teacher_disagreement_score":0.004399292,"about_ca_system_score_codex":0.00059712987,"about_ca_system_score_gemma":0.0004903876,"threshold_uncertainty_score":0.014717102},"labels":[],"label_agreement":null},{"id":"W2114723460","doi":"10.1109/81.852950","title":"An input-output approach to systems described using multiple models","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advanced Control Systems Optimization","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":"University of Alberta","funders":"","keywords":"Stability (learning theory); Control theory (sociology); Systems theory; Mathematics; Computer science; Artificial intelligence","score_opus":0.02880660557648729,"score_gpt":0.23391810614897446,"score_spread":0.20511150057248717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114723460","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":[0.0026055297,0.000847019,0.9862917,0.0007172197,0.00017747661,0.000041170108,0.00011266467,0.00014843483,0.009058773],"genre_scores_gemma":[0.57229924,0.005650254,0.3960385,0.0009970082,0.0014074007,0.00071345904,0.00041264013,0.0002289526,0.02225261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929094,0.00021624507,0.0000466631,0.00015594602,0.00024024927,0.000049892136],"domain_scores_gemma":[0.9996792,0.00012989447,0.00005144748,0.00006107512,0.000060863593,0.00001747267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006946483,0.0012551364,0.0011592413,0.0007589137,0.0005945462,0.0017896965,0.0019685538,0.0013901885,0.0057822005],"category_scores_gemma":[0.0015305943,0.0004454436,0.0014492818,0.00069707615,0.0011118234,0.0027054816,0.0021985539,0.0027739438,0.0009232813],"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":[0.00003288106,0.000055377284,0.000320228,0.00026629813,0.00006838704,0.0004280033,0.0003076058,0.14868125,0.0045379456,0.8235549,0.0016652732,0.020081792],"study_design_scores_gemma":[0.000017346802,0.00009677494,0.00012804418,0.0000735723,0.00006333027,0.00016584771,0.00007415987,0.65254915,0.0021961145,0.32580674,0.0187942,0.000034713645],"about_ca_topic_score_codex":0.0013350587,"about_ca_topic_score_gemma":0.0013265724,"teacher_disagreement_score":0.0057822005,"about_ca_system_score_codex":0.0009345351,"about_ca_system_score_gemma":0.0007410686,"threshold_uncertainty_score":0.019343317},"labels":[],"label_agreement":null},{"id":"W2116088467","doi":"10.1109/81.974873","title":"Variable-structure compensation of delta-sigma modulators: stability and performance","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":16,"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 Toronto","funders":"University of Toronto","keywords":"Control theory (sociology); Integrator; Dither; Delta-sigma modulation; Quantization (signal processing); Parametric statistics; Compensation (psychology); Stability (learning theory); Mathematics; Variable (mathematics); Delta modulation; Noise shaping; Computer science; Engineering; Electronic engineering; Algorithm; Bandwidth (computing); Mathematical analysis; Telecommunications; Statistics","score_opus":0.019595842854332385,"score_gpt":0.1964303340983669,"score_spread":0.17683449124403453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116088467","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":[0.0058970633,0.00047356085,0.99082464,0.00006279753,0.000035395435,0.000018855902,0.000009133488,0.00015738726,0.0025211999],"genre_scores_gemma":[0.45931035,0.0012394615,0.5306772,0.00016378853,0.0001900339,0.00007923492,0.00006538474,0.00013991617,0.008134531],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997644,0.000028012018,0.000011515574,0.00003203738,0.0001512442,0.000012735923],"domain_scores_gemma":[0.999739,0.00008733642,0.0000438493,0.000031009236,0.00008990963,0.000008991404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045275243,0.00050560787,0.00031359072,0.00045301425,0.00028950514,0.00040798515,0.00072847656,0.0008517031,0.001287593],"category_scores_gemma":[0.00095203397,0.00020115908,0.0002865321,0.00030738945,0.0005824188,0.0007640801,0.00041628588,0.0006353932,0.0008394284],"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":[0.00015206683,0.000095580646,0.0006274983,0.0003558383,0.000044813256,0.00018588295,0.0003268928,0.13369046,0.2240456,0.2361449,0.0023249856,0.40200552],"study_design_scores_gemma":[0.000025980527,0.00028037836,0.0005078335,0.000047813537,0.00002039904,0.0003844288,0.000017845921,0.89006454,0.0612521,0.03641026,0.010936766,0.000051659037],"about_ca_topic_score_codex":0.00043297227,"about_ca_topic_score_gemma":0.0007967352,"teacher_disagreement_score":0.001287593,"about_ca_system_score_codex":0.00041542348,"about_ca_system_score_gemma":0.00028660122,"threshold_uncertainty_score":0.0043073893},"labels":[],"label_agreement":null},{"id":"W2118083070","doi":"10.1109/tcsi.2004.838266","title":"FPGA design and implementation of a low-power systolic array-based adaptive Viterbi decoder","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Error Correcting Code Techniques","field":"Computer Science","cited_by":41,"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":"Viterbi decoder; Viterbi algorithm; Soft output Viterbi algorithm; Computer science; Field-programmable gate array; Iterative Viterbi decoding; Parallel computing; Gate array; Algorithm; Soft-decision decoder; Sequential decoding; Convolutional code; Decoding methods; Computer hardware","score_opus":0.021154444329782134,"score_gpt":0.2785693925274865,"score_spread":0.2574149481977044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118083070","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":[0.097421266,0.0008685236,0.8803356,0.00024829758,0.0002895428,0.00022053966,0.0002740076,0.005883527,0.014458715],"genre_scores_gemma":[0.5818749,0.00046824722,0.40738943,0.00021280278,0.000086266096,0.00012599074,0.00040047467,0.00009122122,0.009350595],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999879,0.000019110266,0.000008552999,0.00002214421,0.000049845858,0.000021276186],"domain_scores_gemma":[0.9998733,0.000031826592,0.000013858919,0.000016290258,0.000054001386,0.000010711119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512026,0.00031834294,0.0002479108,0.00038583862,0.00018604526,0.00044491992,0.00080646854,0.00027479374,0.002854036],"category_scores_gemma":[0.00030608723,0.00019496142,0.00016889448,0.0002452158,0.00010911083,0.0002805007,0.000115297255,0.00030208274,0.0009803766],"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":[0.00072272564,0.0001731063,0.002616712,0.000378122,0.00014616993,0.00061695854,0.0001357046,0.08850084,0.36034656,0.011735875,0.007965025,0.5266622],"study_design_scores_gemma":[0.00032044286,0.0014689866,0.0038369766,0.000059585826,0.000145928,0.0014768272,0.000046554156,0.678842,0.26312694,0.0019294037,0.04867524,0.00007112845],"about_ca_topic_score_codex":0.0016478844,"about_ca_topic_score_gemma":0.0023054706,"teacher_disagreement_score":0.002854036,"about_ca_system_score_codex":0.00036944592,"about_ca_system_score_gemma":0.000686347,"threshold_uncertainty_score":0.00954777},"labels":[],"label_agreement":null},{"id":"W2121107490","doi":"10.1109/81.855454","title":"Noise and sensitivity analysis of periodically switched linear circuits in frequency domain","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Frequency domain; Sensitivity (control systems); Electronic circuit; Mathematics; Noise (video); Baseband; Transfer function; PSL; Network analysis; Algorithm; Electronic engineering; Topology (electrical circuits); Computer science; Mathematical analysis; Telecommunications; Engineering; Bandwidth (computing); Electrical engineering","score_opus":0.00906786219401068,"score_gpt":0.22371358147131887,"score_spread":0.2146457192773082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121107490","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":[0.0131215695,0.00015107666,0.9843225,0.00005204659,0.000013679229,0.000015268171,0.000015459731,0.00010137546,0.002206981],"genre_scores_gemma":[0.77887625,0.0006710481,0.21587957,0.000094683455,0.000055746958,0.00014348954,0.000093957555,0.000085863845,0.004099413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996113,0.00010383928,0.0000096026615,0.00004656033,0.00020840042,0.000020209738],"domain_scores_gemma":[0.99932885,0.000527394,0.00004373966,0.000032176486,0.000060337014,0.00000758858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005479617,0.000486493,0.00038964787,0.00056877424,0.00022483678,0.0005048643,0.00042324496,0.00039358475,0.0011172934],"category_scores_gemma":[0.0019031008,0.00023043333,0.00043379772,0.0002932467,0.0006832878,0.00071003096,0.0003872996,0.0004732659,0.0001328804],"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":[0.000023828341,0.00001759779,0.000357981,0.00008004001,0.000023934952,0.000051322757,0.0000582364,0.9039189,0.010893826,0.051810905,0.00026984382,0.03249347],"study_design_scores_gemma":[0.0000012825602,0.0000063873617,0.000054979777,0.0000027418178,0.0000021884143,0.000009832066,0.0000027617225,0.9937389,0.0012366099,0.0046286536,0.000312815,0.0000027998253],"about_ca_topic_score_codex":0.001360525,"about_ca_topic_score_gemma":0.0009006316,"teacher_disagreement_score":0.001360525,"about_ca_system_score_codex":0.00069309137,"about_ca_system_score_gemma":0.00038508052,"threshold_uncertainty_score":0.0050287843},"labels":[],"label_agreement":null},{"id":"W2129290779","doi":"10.1109/tcsi.2002.804594","title":"Weighted least-square design of FIR filters using a fast iterative matrix inversion algorithm","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":15,"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":"Sample matrix inversion; Finite impulse response; Mathematics; Algorithm; Inverse; Inversion (geology); Power series; Weighting; Iterative method; Matrix (chemical analysis); Computation; Applied mathematics; Power iteration; Mathematical optimization; Covariance matrix; Mathematical analysis","score_opus":0.049272201288898684,"score_gpt":0.26999990384166006,"score_spread":0.22072770255276136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129290779","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":[0.0011727031,0.000018891315,0.9983028,0.000012185033,0.000006307583,0.000010987692,0.000002824032,0.00011229486,0.00036090187],"genre_scores_gemma":[0.05165523,0.00008123402,0.94659984,0.00003205726,0.000019976917,0.0000978395,0.000040672927,0.00005088079,0.0014222583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999559,0.00012478173,0.000028467433,0.00006640968,0.00019601829,0.000025331343],"domain_scores_gemma":[0.9994319,0.00023525306,0.000047676374,0.00006935602,0.00020319963,0.000012512827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092827645,0.0007303109,0.0005608545,0.0003895593,0.00026968296,0.0005013243,0.00065660337,0.0006831846,0.002169984],"category_scores_gemma":[0.0020636674,0.0003958183,0.0005312306,0.00042221198,0.00040832793,0.00069686293,0.00045131752,0.0007423469,0.0009249433],"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":[0.00015534666,0.000068199355,0.0003215173,0.00013743082,0.00009101511,0.00009016423,0.00018442735,0.48214015,0.06651539,0.03636988,0.0019114271,0.412015],"study_design_scores_gemma":[0.000021015801,0.000066297274,0.000054117027,0.0000065685654,0.000010587804,0.000042623997,0.000006425063,0.9869021,0.007256377,0.003117603,0.0025081348,0.000008099385],"about_ca_topic_score_codex":0.0012000581,"about_ca_topic_score_gemma":0.002209382,"teacher_disagreement_score":0.002169984,"about_ca_system_score_codex":0.0003805555,"about_ca_system_score_gemma":0.0008223425,"threshold_uncertainty_score":0.007259369},"labels":[],"label_agreement":null},{"id":"W2132785596","doi":"10.1109/tcsi.2002.807505","title":"A technique for dynamic CMOS noise immunity evaluation","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Low-power high-performance VLSI design","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":"Concordia University","funders":"","keywords":"Electronic engineering; CMOS; Noise (video); Noise immunity; Computer science; Digital electronics; Electronic circuit; Electrical engineering; Engineering; Artificial intelligence","score_opus":0.016862760909303717,"score_gpt":0.253349656377746,"score_spread":0.23648689546844226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132785596","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":[0.004320639,0.00018287549,0.9848503,0.000052751635,0.00005858038,0.00007093203,0.00013126219,0.0014294161,0.0089033125],"genre_scores_gemma":[0.26901066,0.0007137223,0.70677394,0.00030220946,0.000060794213,0.00048571426,0.00082779024,0.0007821113,0.021042967],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994399,0.000048019265,0.00002999666,0.000085187115,0.0003398508,0.00005708327],"domain_scores_gemma":[0.99948573,0.000104258244,0.000041965435,0.00014902493,0.00020421261,0.000014763249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046198443,0.0007640706,0.0005941981,0.0017438353,0.0006591053,0.0009909553,0.0011703818,0.0007253319,0.008746488],"category_scores_gemma":[0.0020173811,0.0003740439,0.0006159851,0.001234405,0.00046534566,0.0018468307,0.001124728,0.0010679653,0.0021295696],"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":[0.00017070169,0.00014363868,0.0012067932,0.00035041515,0.00007819755,0.00042265657,0.00030343884,0.07011788,0.2765446,0.21190013,0.009607212,0.4291543],"study_design_scores_gemma":[0.000032728014,0.00027009036,0.00096537196,0.0001056845,0.000092940565,0.0020632285,0.00015018434,0.63938075,0.18990716,0.07295481,0.09395862,0.00011839253],"about_ca_topic_score_codex":0.0009132034,"about_ca_topic_score_gemma":0.0012571956,"teacher_disagreement_score":0.008746488,"about_ca_system_score_codex":0.00057273,"about_ca_system_score_gemma":0.0006131279,"threshold_uncertainty_score":0.02925986},"labels":[],"label_agreement":null},{"id":"W2132799405","doi":"10.1109/tcsi.2002.804545","title":"Design of piecewise maps for chaotic spread-spectrum communications using genetic programming","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":24,"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":"Chaotic; Computer science; Piecewise; Genetic programming; Channel (broadcasting); Fitness function; Algorithm; Piecewise linear function; Spread spectrum; Genetic algorithm; Mathematical optimization; Mathematics; Artificial intelligence; Machine learning; Telecommunications","score_opus":0.05710074303601036,"score_gpt":0.265973811381937,"score_spread":0.20887306834592662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132799405","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":[0.08719214,0.00029834107,0.9072109,0.0001831945,0.000041965224,0.00009039384,0.00003866106,0.0002558831,0.0046886723],"genre_scores_gemma":[0.7205089,0.00034062105,0.27541554,0.00008145923,0.000014927771,0.00021119429,0.00006880205,0.00007307058,0.003285542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979335,0.00006310188,0.000009451494,0.000040842315,0.00006338184,0.00002992565],"domain_scores_gemma":[0.9995659,0.00025143748,0.000059538863,0.000022891581,0.00007909802,0.000021033517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041891687,0.00071565615,0.00040892707,0.00062194536,0.00031095807,0.0005323904,0.0005064928,0.0006459545,0.0011187898],"category_scores_gemma":[0.001464168,0.00030216915,0.00054531015,0.00035774382,0.000598391,0.00043684195,0.0005622759,0.0006060853,0.0001785794],"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":[0.000019828569,0.000021694965,0.0004616238,0.000057531477,0.000018977624,0.000083822044,0.00007903069,0.95864654,0.0066693407,0.009440599,0.00019325744,0.024307724],"study_design_scores_gemma":[0.000008178443,0.000054480097,0.000104362785,0.000009489539,0.000009224166,0.00003466931,0.00001932326,0.9922667,0.0021440377,0.004343704,0.0009974639,0.00000833795],"about_ca_topic_score_codex":0.0014118435,"about_ca_topic_score_gemma":0.0009832629,"teacher_disagreement_score":0.0014118435,"about_ca_system_score_codex":0.00058843405,"about_ca_system_score_gemma":0.0006156942,"threshold_uncertainty_score":0.004269421},"labels":[],"label_agreement":null},{"id":"W2133827175","doi":"10.1109/tcsi.2007.890601","title":"Correction to “Noise Figure Optimization of Inductively-Degenerated CMOS LNA's With Integrated Gate Inductors”","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","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":"Inductor; CMOS; Noise figure; Noise (video); Electrical engineering; Electronic engineering; Computer science; Engineering; Voltage","score_opus":0.01960640120989018,"score_gpt":0.23476877741255553,"score_spread":0.21516237620266535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133827175","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001067357,0.0036490066,0.011832154,0.03553623,0.9404902,0.00005248026,0.0012376227,0.0014283278,0.004706607],"genre_scores_gemma":[0.0758626,0.015889145,0.06670843,0.06582168,0.15504129,0.00045782668,0.005096364,0.0067245453,0.608398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977564,0.00019640662,0.00034905545,0.00029340148,0.0011636359,0.00024104207],"domain_scores_gemma":[0.98672533,0.0024819388,0.0005747763,0.0008509879,0.008948201,0.00041878448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015892644,0.002035645,0.0017420921,0.0023392444,0.0023632601,0.002480995,0.0029005115,0.004547376,0.055721857],"category_scores_gemma":[0.02330451,0.0012651405,0.0015281084,0.0021947047,0.0014892471,0.0021984314,0.0012685251,0.0085110655,0.040221088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023810094,0.000026139787,0.00026852512,0.00066068926,0.000032348158,0.00096136413,0.00012449418,0.0004396885,0.0023954632,0.007351083,0.94685286,0.04064917],"study_design_scores_gemma":[0.00005560345,0.0000763381,0.0012274653,0.000181796,0.000040781422,0.0019094512,0.000113237016,0.0026991533,0.005468348,0.004047076,0.98408604,0.00009479017],"about_ca_topic_score_codex":0.007949989,"about_ca_topic_score_gemma":0.014047234,"teacher_disagreement_score":0.055721857,"about_ca_system_score_codex":0.0034390467,"about_ca_system_score_gemma":0.0020037729,"threshold_uncertainty_score":0.18640816},"labels":[],"label_agreement":null},{"id":"W2133849398","doi":"10.1109/tcsi.2006.884425","title":"16-Channel Integrated Potentiostat for Distributed Neurochemical Sensing","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":100,"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":"Potentiostat; Chronoamperometry; Very-large-scale integration; Electronic engineering; Dynamic range; Bandwidth (computing); BiCMOS; Materials science; Electrical engineering; Cyclic voltammetry; Computer science; Chemistry; Electrode; Engineering; Voltage; Electrochemistry; Telecommunications","score_opus":0.02402649098815866,"score_gpt":0.24653390135256392,"score_spread":0.22250741036440527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133849398","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":[0.25018167,0.0033013287,0.7117663,0.00075287797,0.0006783315,0.00044173602,0.0017345406,0.011627127,0.019516077],"genre_scores_gemma":[0.60697615,0.00083674106,0.37900028,0.0002495377,0.00010357041,0.00036061084,0.0007456366,0.00013505397,0.011592475],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996691,0.00003758531,0.000017236947,0.000080900005,0.00016167252,0.000033487875],"domain_scores_gemma":[0.9998191,0.000036748814,0.000015272579,0.00004416036,0.000067522735,0.000017225204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025863716,0.00033548538,0.00033180395,0.00025720915,0.00020504794,0.0003516563,0.0012349361,0.00038730513,0.0059358054],"category_scores_gemma":[0.00042266177,0.000254916,0.00013445526,0.00037401344,0.00016534583,0.00043321543,0.0004332995,0.00057168666,0.0020469208],"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":[0.00038921463,0.000083907325,0.00095276197,0.00027830616,0.000041094463,0.00018058748,0.0000820764,0.0027991885,0.8881351,0.00281552,0.0030595309,0.1011828],"study_design_scores_gemma":[0.00014886324,0.00085226545,0.0044682166,0.00003827823,0.00010446742,0.0014095721,0.000035996844,0.05519107,0.8591061,0.0018616015,0.07671789,0.00006554846],"about_ca_topic_score_codex":0.00037691838,"about_ca_topic_score_gemma":0.00082140736,"teacher_disagreement_score":0.0059358054,"about_ca_system_score_codex":0.0003436106,"about_ca_system_score_gemma":0.00032681506,"threshold_uncertainty_score":0.019857287},"labels":[],"label_agreement":null},{"id":"W2134709562","doi":"10.1109/tcsi.2006.875188","title":"Noise figure optimization of inductively degenerated CMOS LNAs with integrated gate inductors","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":106,"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":"Inductor; Noise figure; Electronic engineering; Cascode; CMOS; Amplifier; Noise (video); Low-noise amplifier; Electrical engineering; Engineering; Effective input noise temperature; Transistor; Computer science","score_opus":0.011179337106934717,"score_gpt":0.19697095716285565,"score_spread":0.18579162005592093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134709562","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":[0.36065337,0.00095375086,0.62496436,0.00016686355,0.0000329546,0.000045915054,0.00006203728,0.00063475146,0.012485873],"genre_scores_gemma":[0.9219673,0.00035359722,0.07447748,0.000051368617,0.000019180172,0.000024550633,0.000049536447,0.000118146745,0.0029387549],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957556,0.00006254467,0.000020663276,0.00007223054,0.0002204989,0.000048601953],"domain_scores_gemma":[0.999723,0.00009332724,0.000076182296,0.000028471752,0.00007019574,0.000008857031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029251375,0.00069059816,0.0003562314,0.00036645643,0.00020794832,0.0006455234,0.00071206864,0.00030886737,0.00078182673],"category_scores_gemma":[0.00088480953,0.00031468988,0.00045034694,0.00035378244,0.0003633174,0.00045538272,0.00036840854,0.00023432341,0.00025825744],"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":[0.0003398413,0.00008178101,0.0027304166,0.00021394166,0.00015173311,0.00021668362,0.0001796234,0.27347776,0.6200686,0.013931116,0.0004850693,0.08812341],"study_design_scores_gemma":[0.00010775735,0.00064796687,0.0020757783,0.00003754985,0.00028328696,0.00047284228,0.00008960847,0.5830769,0.40046242,0.0055785417,0.007115588,0.00005185478],"about_ca_topic_score_codex":0.00067457807,"about_ca_topic_score_gemma":0.0017442977,"teacher_disagreement_score":0.0009785524,"about_ca_system_score_codex":0.0009785524,"about_ca_system_score_gemma":0.00033461113,"threshold_uncertainty_score":0.007099986},"labels":[],"label_agreement":null},{"id":"W2135735621","doi":"10.1109/tcsi.2005.857920","title":"A new integrated front-end for a noninvasive brain imaging system based on near-infrared spectroreflectometry","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"CMC Microsystems","keywords":"Transimpedance amplifier; Preamplifier; Amplifier; Front and back ends; Physics; CMOS; Operational amplifier; Automatic gain control; Noise (video); Voltage; Electrical engineering; Electronic engineering; Optics; Optoelectronics; Engineering; Computer science","score_opus":0.013599528162249729,"score_gpt":0.29394657611376795,"score_spread":0.2803470479515182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135735621","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":[0.04939423,0.0014967355,0.9410465,0.00033471693,0.00032941077,0.00024249022,0.00036347145,0.0039253966,0.002867038],"genre_scores_gemma":[0.19061013,0.00073862943,0.7948161,0.0013829716,0.00032902963,0.000314087,0.00067093305,0.00022851971,0.010909652],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995235,0.000052772237,0.000020730413,0.00014069081,0.00021286205,0.00004952078],"domain_scores_gemma":[0.9995072,0.00014826345,0.000046776124,0.000046159712,0.00020236649,0.0000491994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036096218,0.00079624454,0.0007267725,0.0005113113,0.00028057292,0.00085048954,0.0022246588,0.0017555176,0.004642392],"category_scores_gemma":[0.00065890467,0.0005191895,0.0004998799,0.00031890065,0.00033560008,0.0010695618,0.00060250424,0.0008691484,0.0029219254],"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":[0.00051202835,0.00014320343,0.0011060403,0.00035681782,0.00008310941,0.0003130489,0.00009847205,0.00076078315,0.8808075,0.0015688684,0.002212766,0.11203736],"study_design_scores_gemma":[0.00021373875,0.0022680622,0.011080926,0.00012391242,0.0005133266,0.0051393253,0.000080222235,0.04941565,0.8774634,0.0017872531,0.051758807,0.00015549573],"about_ca_topic_score_codex":0.0003601826,"about_ca_topic_score_gemma":0.00086809555,"teacher_disagreement_score":0.004642392,"about_ca_system_score_codex":0.00039333687,"about_ca_system_score_gemma":0.0004556537,"threshold_uncertainty_score":0.015530348},"labels":[],"label_agreement":null},{"id":"W2137795516","doi":"10.1109/tcsi.2004.835688","title":"Investigation of Phase Noise of Ring Oscillators With Time-Varying Current and Noise Sources by time-scaling Thermal Noise","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO Technologies","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 Waterloo","funders":"","keywords":"Phase noise; Noise (video); Noise spectral density; Oscillator phase noise; Noise generator; Flicker noise; Scaling; Noise temperature; Y-factor; Spectral density; Effective input noise temperature; Electronic engineering; Ring oscillator; Noise measurement; Control theory (sociology); Noise floor; Physics; Computer science; Noise figure; Acoustics; Electrical engineering; Noise reduction; Engineering; Mathematics; Voltage; Telecommunications","score_opus":0.013370803572170359,"score_gpt":0.23344801289168446,"score_spread":0.2200772093195141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137795516","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":[0.5166898,0.0004755379,0.47924253,0.00009398377,0.00003061536,0.0000358993,0.000021514934,0.00019183606,0.0032182795],"genre_scores_gemma":[0.96592283,0.0002266184,0.0330444,0.000019414954,0.000024658113,0.000022753778,0.000016736563,0.00003376084,0.0006888876],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977654,0.0000574819,0.0000071160384,0.000032341806,0.000112170994,0.000014330048],"domain_scores_gemma":[0.99937457,0.00039826342,0.00009385782,0.000050957202,0.00006910143,0.00001323213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412544,0.00032325953,0.0002922924,0.0004396979,0.00019019049,0.00028467207,0.00031076543,0.000300054,0.00032784362],"category_scores_gemma":[0.0017832369,0.0001577055,0.00024976063,0.00031223666,0.0005471506,0.0009918422,0.00023653172,0.00030878405,0.00007361991],"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":[0.00020612561,0.00011068118,0.003657426,0.000104440056,0.00007332658,0.000317124,0.00032735866,0.46509624,0.44667503,0.048543114,0.00016163863,0.034727436],"study_design_scores_gemma":[0.000007779936,0.00010949534,0.00070967636,0.000004389117,0.000011084823,0.00009483942,0.000019397818,0.9595217,0.03547804,0.0034967756,0.0005353236,0.000011540042],"about_ca_topic_score_codex":0.00030769172,"about_ca_topic_score_gemma":0.00030491984,"teacher_disagreement_score":0.0004412544,"about_ca_system_score_codex":0.00025193222,"about_ca_system_score_gemma":0.00015166627,"threshold_uncertainty_score":0.0023335814},"labels":[],"label_agreement":null},{"id":"W2145603816","doi":"10.1109/tcsi.2006.887622","title":"Design of the Input Matching Network of RF CMOS LNAs for Low-Power Operation","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CMOS; Electronic engineering; Noise figure; Amplifier; Power gain; Impedance matching; Low-noise amplifier; Engineering; Electrical engineering; Noise (video); MOSFET; Electrical impedance; Computer science; Transistor; Voltage","score_opus":0.016331132119743647,"score_gpt":0.2311576561293454,"score_spread":0.21482652400960175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145603816","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":[0.08881413,0.0010677681,0.8967631,0.00039078924,0.000082459235,0.00019068229,0.00013102639,0.001099704,0.011460391],"genre_scores_gemma":[0.73575735,0.0008392692,0.25780815,0.0001965495,0.00010160975,0.00023436721,0.00014776886,0.00019410945,0.00472089],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965644,0.00007100681,0.000020716745,0.000093915274,0.00011628375,0.000041655778],"domain_scores_gemma":[0.99967086,0.00010416981,0.00009698366,0.000023946377,0.00009150976,0.000012505284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005141238,0.00068313145,0.00042144294,0.00042769607,0.0003709801,0.0009940421,0.0009828976,0.00071072654,0.0011968076],"category_scores_gemma":[0.0010854122,0.00041466698,0.00038196877,0.00040310167,0.0003234362,0.0010167293,0.00035577337,0.0003677403,0.00081607176],"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":[0.0002659062,0.00006842726,0.0019741908,0.00043416253,0.000101053156,0.00019093088,0.00019209503,0.06692271,0.82923126,0.015144458,0.00095676753,0.08451805],"study_design_scores_gemma":[0.00010844233,0.000617472,0.0025542502,0.00010738325,0.00022976636,0.0006185824,0.000102535516,0.35555407,0.60891765,0.0062512574,0.024877442,0.00006106441],"about_ca_topic_score_codex":0.0006294856,"about_ca_topic_score_gemma":0.0015394621,"teacher_disagreement_score":0.0011968076,"about_ca_system_score_codex":0.0010855834,"about_ca_system_score_gemma":0.0005012646,"threshold_uncertainty_score":0.007876456},"labels":[],"label_agreement":null},{"id":"W2147299053","doi":"10.1109/tcsi.2003.808905","title":"Design of noncoherent receiver for analog spread-spectrum communication based on chaotic masking","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":19,"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":"Demodulation; Chaotic; Additive white Gaussian noise; Spread spectrum; Computer science; Synchronization (alternating current); SIGNAL (programming language); Electronic engineering; Analog signal; Masking (illustration); Channel (broadcasting); Mathematics; Telecommunications; Transmission (telecommunications); Engineering; Artificial intelligence","score_opus":0.02068797702113599,"score_gpt":0.24363192737503547,"score_spread":0.2229439503538995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147299053","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":[0.051352747,0.00069752795,0.9455432,0.00018454804,0.00018583624,0.0001338661,0.00004601077,0.0003757319,0.0014804753],"genre_scores_gemma":[0.46123743,0.00045849243,0.534267,0.0002924402,0.00018058399,0.00021353217,0.00013148386,0.00003057839,0.0031885852],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960166,0.000074900825,0.000028450357,0.000081671504,0.00017621438,0.00003703442],"domain_scores_gemma":[0.99957055,0.00012298654,0.00008048565,0.000050475213,0.00014312027,0.00003240732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005480834,0.00046659357,0.0005869567,0.00029196567,0.0002789462,0.0004574005,0.0010217077,0.00078109885,0.0011396752],"category_scores_gemma":[0.00075394276,0.00027694576,0.00029782526,0.00022041229,0.00022920143,0.0005384504,0.00044674508,0.00051627547,0.00049828645],"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":[0.00053257914,0.00012717371,0.0013839686,0.00033904676,0.0000971062,0.00036865374,0.00016945251,0.008747255,0.83053255,0.021935925,0.00093393255,0.13483234],"study_design_scores_gemma":[0.00039773664,0.002039806,0.002457407,0.000065648295,0.00020526229,0.0023651493,0.00004368509,0.44766718,0.5250107,0.0042998632,0.0153484335,0.000099223114],"about_ca_topic_score_codex":0.0001027775,"about_ca_topic_score_gemma":0.00019109684,"teacher_disagreement_score":0.0011396752,"about_ca_system_score_codex":0.0002796713,"about_ca_system_score_gemma":0.0004725658,"threshold_uncertainty_score":0.0038125515},"labels":[],"label_agreement":null},{"id":"W2147692504","doi":"10.1109/tcsi.2005.857774","title":"Multilayer hybrid fuzzy neural networks: synthesis via technologies of advanced computational intelligence","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":21,"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; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Artificial neural network; Computer science; Backpropagation; Computational intelligence; Artificial intelligence; Genetic algorithm; Neuro-fuzzy; Fuzzy logic; Optimization problem; Parametric statistics; Machine learning; Fuzzy control system; Algorithm; Mathematics","score_opus":0.010965360239076018,"score_gpt":0.22191199428928562,"score_spread":0.2109466340502096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147692504","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":[0.009313627,0.0006741804,0.98531795,0.00010686479,0.000045554785,0.000023367642,0.000023255838,0.00013947835,0.004355738],"genre_scores_gemma":[0.56177866,0.0014305974,0.4323947,0.00012126296,0.000059885253,0.00019123052,0.00007396181,0.000041859144,0.0039078873],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998485,0.000031857686,0.000009046924,0.00002878366,0.0000663234,0.000015500455],"domain_scores_gemma":[0.99988663,0.00004493931,0.000019323845,0.000016781707,0.000027201446,0.0000051739507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004238377,0.00040825966,0.0003436715,0.0003158019,0.00021099953,0.0005854303,0.0007203292,0.0006443761,0.0011523196],"category_scores_gemma":[0.0006997482,0.00020360375,0.0004896543,0.00028360906,0.00039878802,0.0007528863,0.00049559143,0.00064478925,0.0002572646],"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":[0.000037036014,0.000025209345,0.00044900572,0.00016338685,0.000048455076,0.000079828984,0.000079178135,0.80242693,0.01616491,0.063150674,0.00056910893,0.11680628],"study_design_scores_gemma":[0.000005181064,0.000035977948,0.00011206772,0.000020850974,0.000010937394,0.00003192754,0.000007217424,0.9810135,0.0031065124,0.012448353,0.0031994616,0.00000801931],"about_ca_topic_score_codex":0.0015558574,"about_ca_topic_score_gemma":0.0016264647,"teacher_disagreement_score":0.0015558574,"about_ca_system_score_codex":0.0005048217,"about_ca_system_score_gemma":0.00037255083,"threshold_uncertainty_score":0.0038548708},"labels":[],"label_agreement":null},{"id":"W2148557176","doi":"10.1109/tcsi.2006.881185","title":"A Split Vector-Radix Algorithm for the 3-D Discrete Hartley Transform","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":15,"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":"Hartley transform; Radix (gastropod); Twiddle factor; Algorithm; Discrete Hartley transform; Kronecker product; Mathematics; Arithmetic; Discrete Fourier transform (general); Prime-factor FFT algorithm; Computer science; Kronecker delta; Fractional Fourier transform; Fourier transform; Fourier analysis","score_opus":0.02119209084267821,"score_gpt":0.25868623570921145,"score_spread":0.23749414486653325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148557176","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":[0.0027238275,0.00006605573,0.99553704,0.00003695111,0.00003405606,0.000028974371,0.000023500574,0.00040943324,0.0011402137],"genre_scores_gemma":[0.03433172,0.000114240946,0.962233,0.000050634153,0.000023846844,0.000060834733,0.00017077022,0.00010457178,0.0029103532],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99971026,0.000042518805,0.000021905182,0.00004358917,0.00015698471,0.000024744959],"domain_scores_gemma":[0.9997156,0.000058098063,0.000025202098,0.00007264315,0.000109724926,0.000018735362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034013737,0.00064070645,0.0004875505,0.0007496707,0.00040962876,0.0010464342,0.0007916333,0.00053268607,0.0076513276],"category_scores_gemma":[0.0009777043,0.00024645388,0.00044695206,0.0007846757,0.00034958188,0.0012605721,0.00088904554,0.0006970051,0.003024627],"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":[0.00023460037,0.00006191182,0.0005049312,0.00011555714,0.000035911864,0.00011268794,0.00012370544,0.04572788,0.030935155,0.051996827,0.0049961195,0.86515474],"study_design_scores_gemma":[0.000109116256,0.00025998396,0.00039443362,0.000026014528,0.000026403743,0.0006084493,0.00009071991,0.89766276,0.042326108,0.027819743,0.03061654,0.000059830076],"about_ca_topic_score_codex":0.0011772757,"about_ca_topic_score_gemma":0.001759466,"teacher_disagreement_score":0.0076513276,"about_ca_system_score_codex":0.00042592254,"about_ca_system_score_gemma":0.00077809306,"threshold_uncertainty_score":0.025596261},"labels":[],"label_agreement":null},{"id":"W2149016881","doi":"10.1109/81.903191","title":"Design of signal-adapted biorthogonal filter banks","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","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":"University of Victoria","funders":"","keywords":"Biorthogonal system; Filter bank; Constraint (computer-aided design); Mathematics; Filter (signal processing); Filter design; Iterative method; Channel (broadcasting); Algorithm; Prototype filter; Network synthesis filters; SIGNAL (programming language); Mathematical optimization; Signal processing; Finite impulse response; Topology (electrical circuits); Computer science; Electronic engineering; Digital signal processing; Engineering; Telecommunications; Combinatorics; Geometry; Wavelet","score_opus":0.046039896083812086,"score_gpt":0.2625589713840027,"score_spread":0.2165190753001906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149016881","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":[0.007141629,0.0001072474,0.9916741,0.000024112687,0.000022208904,0.000023138731,0.0000174403,0.0001485536,0.0008414409],"genre_scores_gemma":[0.15317494,0.00025403016,0.84421015,0.00008496976,0.00002474398,0.00020390944,0.000071154725,0.000041788076,0.0019343694],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99983215,0.000035069632,0.000010799915,0.00003885877,0.000066371605,0.0000166557],"domain_scores_gemma":[0.99981695,0.00004913877,0.000026318196,0.000028259872,0.0000679479,0.000011440691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030885,0.00039318335,0.00033522613,0.00021935462,0.00015738208,0.00038393654,0.00070780556,0.00060723297,0.0016101801],"category_scores_gemma":[0.00079605187,0.0003008922,0.00029577207,0.00019872689,0.00029257816,0.00040917136,0.00037205286,0.00043767557,0.0006030144],"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":[0.00021227259,0.000054967764,0.00060070294,0.00031043688,0.00009637902,0.00024492122,0.00020051989,0.2342708,0.35467643,0.032342676,0.0021493258,0.37484053],"study_design_scores_gemma":[0.000058595706,0.00016130033,0.0005703346,0.00003503818,0.000036896934,0.00023396277,0.00002933245,0.90630454,0.074806295,0.005335083,0.012400549,0.000028110238],"about_ca_topic_score_codex":0.00037736658,"about_ca_topic_score_gemma":0.0008113288,"teacher_disagreement_score":0.0016101801,"about_ca_system_score_codex":0.00027313406,"about_ca_system_score_gemma":0.00040449228,"threshold_uncertainty_score":0.0053866506},"labels":[],"label_agreement":null},{"id":"W2151643364","doi":"10.1109/tcsi.2005.856047","title":"Global asymptotic stability of delayed Cohen-Grossberg neural networks","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Exponential stability; Monotonic function; Differentiable function; Artificial neural network; Control theory (sociology); Mathematics; Class (philosophy); Applied mathematics; Stability (learning theory); Lyapunov function; Pure mathematics; Computer science; Mathematical analysis; Control (management); Artificial intelligence; Physics; Nonlinear system","score_opus":0.012482078951625229,"score_gpt":0.22740865817467396,"score_spread":0.21492657922304872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151643364","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":[0.36338806,0.0011794877,0.62495315,0.0005862481,0.000116348114,0.000028219389,0.00006322782,0.00015097485,0.009534296],"genre_scores_gemma":[0.9927551,0.00022461289,0.004792548,0.000034982302,0.000017067525,0.000025740072,0.000015787771,0.000007400031,0.0021266437],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998111,0.000041554096,0.000008827166,0.0000508232,0.000052898795,0.000034839482],"domain_scores_gemma":[0.9994698,0.00022032528,0.000115580275,0.000023579712,0.00013759598,0.00003306908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065753335,0.00040096047,0.0004355419,0.00033909176,0.00025945716,0.0005569134,0.0005529201,0.00060621323,0.000622272],"category_scores_gemma":[0.0022798695,0.00014182254,0.00030352647,0.00018724386,0.0009490715,0.0007520868,0.0006125914,0.00052469334,0.00008625057],"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":[0.000171893,0.000028515593,0.0018168656,0.00016478311,0.000084644,0.0004892959,0.00027540763,0.6232289,0.028209027,0.3275513,0.000864742,0.0171147],"study_design_scores_gemma":[0.00002585679,0.000053760516,0.00035886295,0.000009453489,0.000013478906,0.00006908756,0.000037204638,0.92333263,0.002219677,0.07330314,0.0005648922,0.000011845408],"about_ca_topic_score_codex":0.0017436235,"about_ca_topic_score_gemma":0.0011593302,"teacher_disagreement_score":0.0017436235,"about_ca_system_score_codex":0.0007085807,"about_ca_system_score_gemma":0.00061171013,"threshold_uncertainty_score":0.005141139},"labels":[],"label_agreement":null},{"id":"W2151765172","doi":"10.1109/tcsi.2003.808891","title":"Observer-based iterative learning control for a class of time-varying nonlinear systems","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":61,"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":"Iterative learning control; Control theory (sociology); Observer (physics); Tracking error; Nonlinear system; Mathematics; State observer; Convergence (economics); Computer science; Control (management); Artificial intelligence","score_opus":0.01356348046779505,"score_gpt":0.22950637293049236,"score_spread":0.21594289246269732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151765172","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":[0.006421461,0.00025042312,0.9911606,0.00005833859,0.000034302164,0.000028346405,0.0000105988265,0.00014560545,0.0018904166],"genre_scores_gemma":[0.85941356,0.001082153,0.13399523,0.000116185955,0.00010291827,0.0003211035,0.00014670735,0.000045055705,0.004776942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948406,0.00011490348,0.00003685897,0.00011290641,0.00019639052,0.000054970118],"domain_scores_gemma":[0.99931014,0.0002823576,0.00013208881,0.00006751424,0.00018504504,0.000022830789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087484653,0.0006369605,0.0006972954,0.000290336,0.00032320252,0.0009739176,0.0009970892,0.0008993573,0.0009760523],"category_scores_gemma":[0.0018119412,0.00018206898,0.0004772045,0.0003712088,0.0008624397,0.00076041004,0.000653728,0.0011955805,0.0002605762],"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":[0.00014078052,0.00010329568,0.0010406498,0.00042185208,0.00008896071,0.00038237014,0.00048016937,0.7471652,0.02206175,0.098999865,0.0016417374,0.12747332],"study_design_scores_gemma":[0.000011686616,0.00004432215,0.00009127645,0.0000075348044,0.000006329905,0.00002692572,0.0000072494613,0.9938478,0.0012110354,0.0034247318,0.0013155498,0.0000056542976],"about_ca_topic_score_codex":0.0030843269,"about_ca_topic_score_gemma":0.0017414446,"teacher_disagreement_score":0.0030843269,"about_ca_system_score_codex":0.000520892,"about_ca_system_score_gemma":0.0007860718,"threshold_uncertainty_score":0.0061327815},"labels":[],"label_agreement":null},{"id":"W2152258676","doi":"10.1109/tcsi.2004.840101","title":"Complete characterization of systems for simultaneous Lagrangian upsampling and fractional-sample delaying","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Laplace transform; Nyquist rate; Upsampling; Applied mathematics; Nyquist–Shannon sampling theorem; Linear system; Impulse response; Mathematical analysis; Scaling; Sampling (signal processing); Filter (signal processing); Computer science","score_opus":0.03544503744824576,"score_gpt":0.26947918587122605,"score_spread":0.2340341484229803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152258676","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":[0.02706996,0.0002745977,0.96515775,0.00016364983,0.000017489807,0.000038821672,0.000058402922,0.00012405332,0.0070951944],"genre_scores_gemma":[0.8979389,0.0005562133,0.094673,0.00014731467,0.00006132515,0.00015953112,0.00013043867,0.000037540693,0.006295832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967206,0.000051670595,0.000018432296,0.000057056033,0.0001552385,0.000045433713],"domain_scores_gemma":[0.99963224,0.00012998875,0.00010318852,0.000036828667,0.00007790727,0.000019751069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035915562,0.0005371788,0.00045429796,0.0002898589,0.00035574846,0.0007749123,0.00031059154,0.00056634,0.002377997],"category_scores_gemma":[0.0012459002,0.00024884383,0.00035645903,0.00021665641,0.0005892712,0.00068268797,0.0005571996,0.0005403148,0.00036821017],"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":[0.00013153415,0.000040338928,0.00059244275,0.0002698041,0.00004047808,0.00033041614,0.0003921043,0.42035636,0.06104989,0.4341009,0.001482424,0.08121332],"study_design_scores_gemma":[0.000017683911,0.00008777717,0.00028465173,0.000024968678,0.000012278785,0.00014603176,0.0000568757,0.93136024,0.008438604,0.05492328,0.004622139,0.000025388012],"about_ca_topic_score_codex":0.0007999536,"about_ca_topic_score_gemma":0.0006113986,"teacher_disagreement_score":0.002377997,"about_ca_system_score_codex":0.00062307616,"about_ca_system_score_gemma":0.000677496,"threshold_uncertainty_score":0.007955134},"labels":[],"label_agreement":null},{"id":"W2154135412","doi":"10.1109/tcsi.2005.856663","title":"3-D IIR filtering using decimated DFT-polyphase filter bank structures","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":26,"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":"Passband; Infinite impulse response; Polyphase system; Filter bank; 2D Filters; Band-pass filter; Filter (signal processing); Prototype filter; Low-pass filter; Mathematics; Filter design; Transition band; Computer science; Algorithm; Digital filter; Physics; Electronic engineering; Optics; Computer vision; Engineering","score_opus":0.029301398808902465,"score_gpt":0.2808667441960396,"score_spread":0.2515653453871371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154135412","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":[0.025642205,0.00013388849,0.97206634,0.00007762007,0.000041147232,0.000026877939,0.000049660688,0.00040902337,0.0015531144],"genre_scores_gemma":[0.2355928,0.00027965577,0.7604868,0.00014659742,0.00003833109,0.00007421916,0.00017456606,0.00004265886,0.0031643386],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987507,0.00001719777,0.0000089027235,0.000022696553,0.000061789484,0.000014296773],"domain_scores_gemma":[0.9997999,0.00006339223,0.000025412175,0.000049317554,0.000050272316,0.000011681905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020501569,0.00045756795,0.00031785225,0.00028523634,0.00017919243,0.00053151854,0.0003135734,0.00069869735,0.0017557099],"category_scores_gemma":[0.00061180576,0.00024138165,0.000355483,0.00031367686,0.0002760063,0.00047162327,0.00024238233,0.00039283038,0.00088086515],"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":[0.0005988234,0.00010106456,0.0012005263,0.00018186816,0.000061649924,0.000475201,0.00018158776,0.05174721,0.5499163,0.021264222,0.002053915,0.3722176],"study_design_scores_gemma":[0.00006081461,0.00040561543,0.002455446,0.00003632688,0.000060072634,0.0014221905,0.00005040733,0.607402,0.3680134,0.0050549656,0.014967433,0.00007133013],"about_ca_topic_score_codex":0.0005409982,"about_ca_topic_score_gemma":0.0011354922,"teacher_disagreement_score":0.0017557099,"about_ca_system_score_codex":0.0002455574,"about_ca_system_score_gemma":0.0002770823,"threshold_uncertainty_score":0.0058734417},"labels":[],"label_agreement":null},{"id":"W2155465895","doi":"10.1109/tcsi.2005.859773","title":"Low-voltage CMOS circuits for analog iterative decoders","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Error Correcting Code Techniques","field":"Computer Science","cited_by":45,"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 Hospital; Alberta Hospital Edmonton","funders":"","keywords":"CMOS; Low voltage; Computer science; Electronic engineering; Decoding methods; Analogue electronics; Voltage; Turbo; Electrical engineering; Electronic circuit; Engineering; Telecommunications","score_opus":0.017272220720885356,"score_gpt":0.26086003257884977,"score_spread":0.2435878118579644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155465895","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":[0.058056217,0.0038557511,0.88922346,0.0013338482,0.0006749852,0.0002617274,0.00034162783,0.0032830804,0.04296934],"genre_scores_gemma":[0.60408044,0.0018635974,0.37243494,0.0009260816,0.0002862218,0.00016860438,0.00024044668,0.00011923356,0.019880455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997162,0.00003259238,0.000019292931,0.000032642587,0.00017498307,0.000024308883],"domain_scores_gemma":[0.99942315,0.00016135137,0.00007953169,0.000054249555,0.00026161183,0.00002005261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017853566,0.0003818046,0.0001717339,0.0003628577,0.00038369963,0.0009278888,0.0008482113,0.0005725526,0.005098686],"category_scores_gemma":[0.0016056631,0.00017251134,0.00015150553,0.0004157642,0.0002866933,0.00075210223,0.00035335994,0.00055156316,0.0015542413],"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":[0.00022480894,0.00010132402,0.0011215146,0.00061653636,0.000042785403,0.00037100908,0.00025395528,0.013211295,0.5692942,0.10350531,0.0097344965,0.30152273],"study_design_scores_gemma":[0.00014112769,0.0011628597,0.0014375926,0.0002714668,0.00013587021,0.0020789858,0.000117014024,0.13712989,0.66393536,0.03207103,0.1614123,0.00010650814],"about_ca_topic_score_codex":0.000588581,"about_ca_topic_score_gemma":0.0018222487,"teacher_disagreement_score":0.005098686,"about_ca_system_score_codex":0.0007469356,"about_ca_system_score_gemma":0.00050465285,"threshold_uncertainty_score":0.017056823},"labels":[],"label_agreement":null},{"id":"W2155671931","doi":"10.1109/tcsi.2006.885980","title":"RF Class-D Amplification With Bandpass Sigma–Delta Modulator Drive Signals","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":119,"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":"Amplifier; Power-added efficiency; Delta-sigma modulation; RF power amplifier; Physics; Common source; Electrical engineering; Transistor; Electronic engineering; Engineering; Voltage; CMOS","score_opus":0.018030584117740958,"score_gpt":0.22535921794368594,"score_spread":0.20732863382594496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155671931","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":[0.902964,0.00029654772,0.088960126,0.00009013893,0.000010661529,0.000025193096,0.000051612973,0.0002937199,0.0073080217],"genre_scores_gemma":[0.9916025,0.0000777523,0.0070595792,0.000011144774,0.000004167768,0.0000071186837,0.000014933766,0.00000827884,0.0012145994],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999856,0.0000231864,0.000005701362,0.000022260916,0.00007183877,0.000020987998],"domain_scores_gemma":[0.99975425,0.0001333653,0.00003621926,0.000023670857,0.000044580116,0.000007866246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013666757,0.00014052272,0.00014275736,0.00014687204,0.00011392786,0.00037110902,0.00026719226,0.00019441343,0.0013302928],"category_scores_gemma":[0.00048673956,0.000094598996,0.00012352043,0.0001536658,0.00017423024,0.0002013433,0.00012527312,0.00011606611,0.0003839947],"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":[0.0004352146,0.000061331295,0.0033778108,0.00007880617,0.00004285741,0.00011016455,0.00008343268,0.019269574,0.93229234,0.0039991797,0.0002808092,0.0399685],"study_design_scores_gemma":[0.00007397537,0.0007526212,0.0034344587,0.0000184554,0.00005236887,0.00035711765,0.000039736846,0.288736,0.7011835,0.0011258752,0.0042128814,0.000013029515],"about_ca_topic_score_codex":0.0004362028,"about_ca_topic_score_gemma":0.00063602027,"teacher_disagreement_score":0.0013302928,"about_ca_system_score_codex":0.00044598064,"about_ca_system_score_gemma":0.000115706425,"threshold_uncertainty_score":0.0044502616},"labels":[],"label_agreement":null},{"id":"W2161148706","doi":"10.1109/tcsi.2005.846216","title":"A hybrid evolutionary programming method for circuit optimization","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":35,"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":"Evolutionary programming; Computer science; Evolutionary computation; Genetic programming; Mathematical optimization; Mathematics; Artificial intelligence","score_opus":0.02066765419552845,"score_gpt":0.26997851228860686,"score_spread":0.2493108580930784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161148706","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":[0.0007890231,0.00019258146,0.99615026,0.000048022102,0.000033962897,0.000024268971,0.000013331606,0.000082744475,0.0026658892],"genre_scores_gemma":[0.0572358,0.00065429107,0.93168443,0.00012773012,0.000069096655,0.0004883984,0.00008078271,0.00011601203,0.009543541],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963367,0.000113616494,0.000014027053,0.00004491826,0.00017385535,0.000019851146],"domain_scores_gemma":[0.99976546,0.00013109845,0.00001411953,0.000021767715,0.000057086618,0.0000104831915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058590306,0.0007943545,0.000749107,0.0007140712,0.0004193016,0.000688567,0.0011360174,0.001042753,0.0034973861],"category_scores_gemma":[0.00091311254,0.00038405566,0.00095685216,0.00093551766,0.000493072,0.0006374433,0.0007867526,0.001311809,0.00079906377],"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":[0.000027737726,0.000053677686,0.00025396288,0.00018142778,0.00009303127,0.0001174593,0.000064731474,0.69248873,0.0073387604,0.09255592,0.0034094246,0.20341511],"study_design_scores_gemma":[0.000013234261,0.000028638586,0.000063642336,0.000014119634,0.000010259398,0.000065502885,0.0000047859608,0.97910964,0.0007747151,0.012275662,0.0076278,0.000012058853],"about_ca_topic_score_codex":0.0010086178,"about_ca_topic_score_gemma":0.0012027055,"teacher_disagreement_score":0.0034973861,"about_ca_system_score_codex":0.0004097967,"about_ca_system_score_gemma":0.0005757317,"threshold_uncertainty_score":0.011699915},"labels":[],"label_agreement":null},{"id":"W2161348916","doi":"10.1109/81.817402","title":"Group delay and group delay sensitivity of periodically switched linear networks","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO 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 Waterloo","funders":"","keywords":"Group delay and phase delay; Computation; Sensitivity (control systems); Switched capacitor; Group (periodic table); Amplifier; Control theory (sociology); Computer science; Filter (signal processing); Mathematics; Capacitor; Topology (electrical circuits); Electronic engineering; Algorithm; Telecommunications; Physics; Engineering; Voltage; Electrical engineering; Bandwidth (computing)","score_opus":0.010620934399398319,"score_gpt":0.22374994959790023,"score_spread":0.21312901519850191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161348916","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":[0.04102346,0.00023003583,0.9535954,0.000057760255,0.000041189927,0.000024341329,0.00003981979,0.00035174174,0.004636259],"genre_scores_gemma":[0.83254427,0.00043929537,0.1618581,0.00004922562,0.00005095043,0.00007327792,0.00008012379,0.00011469895,0.0047901226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997919,0.000043802975,0.00000526417,0.000031152387,0.0001094843,0.000018371778],"domain_scores_gemma":[0.99944407,0.00039158217,0.000044589753,0.000037880814,0.00006777548,0.000014137744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028690306,0.00037837902,0.00022051657,0.0006946669,0.00020439677,0.00047807163,0.00033225914,0.00034409572,0.0015967092],"category_scores_gemma":[0.0023196815,0.00019667146,0.00022976134,0.0002917581,0.00037495838,0.0006416662,0.0002999047,0.0004913576,0.00022347814],"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":[0.00011810179,0.000028624987,0.0008682213,0.00011080319,0.000042140775,0.00013236489,0.00014461469,0.7290016,0.062379573,0.10236109,0.00079381105,0.10401907],"study_design_scores_gemma":[0.000003783015,0.0000151297945,0.00021952369,0.0000056307604,0.0000051271636,0.000043926135,0.000006325487,0.9799851,0.007154154,0.011563696,0.0009894213,0.000008124967],"about_ca_topic_score_codex":0.0010298814,"about_ca_topic_score_gemma":0.00060796115,"teacher_disagreement_score":0.0015967092,"about_ca_system_score_codex":0.00049013103,"about_ca_system_score_gemma":0.00027723634,"threshold_uncertainty_score":0.00534153},"labels":[],"label_agreement":null},{"id":"W2161486443","doi":"10.1109/tcsi.2004.836848","title":"Results on Maximally Flat Fractional-Delay Systems","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":50,"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":"Infinite impulse response; Mathematics; Finite impulse response; Transfer function; Impulse response; Interpolation (computer graphics); Padé approximant; Fractional calculus; Frequency response; Applied mathematics; Control theory (sociology); Mathematical analysis; Algorithm; Digital filter; Computer science; Filter (signal processing)","score_opus":0.03100500456053106,"score_gpt":0.26519354375487525,"score_spread":0.23418853919434418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161486443","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":[0.06583468,0.0027155706,0.87697,0.00035211048,0.00010778697,0.00003847425,0.00021163098,0.00035559168,0.05341421],"genre_scores_gemma":[0.9295737,0.0021352642,0.050255507,0.00022638465,0.00018555026,0.00005528021,0.0002397716,0.000055816523,0.017272819],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997352,0.000046197812,0.000015559684,0.000047572827,0.00010865607,0.000046711855],"domain_scores_gemma":[0.9995553,0.0001745639,0.00005179317,0.000052850573,0.00013643496,0.000029037656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036520805,0.00054969947,0.00032356541,0.0006806798,0.00041568038,0.00064922,0.00035266043,0.0003777688,0.0047836048],"category_scores_gemma":[0.0014835311,0.00016709193,0.00035619657,0.0004963105,0.0006013967,0.0010421794,0.00052902644,0.0007133469,0.0006093732],"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":[0.00007082405,0.000015108272,0.0004093128,0.00017071307,0.000023559289,0.00033289797,0.00031886404,0.06469493,0.011235816,0.87630534,0.0018071271,0.044615425],"study_design_scores_gemma":[0.000014913116,0.00012161224,0.00085304544,0.000053398893,0.000032848446,0.00046414344,0.0001623532,0.4852622,0.008000918,0.486466,0.01852635,0.000042211675],"about_ca_topic_score_codex":0.0014363929,"about_ca_topic_score_gemma":0.00079319224,"teacher_disagreement_score":0.0047836048,"about_ca_system_score_codex":0.0006323155,"about_ca_system_score_gemma":0.00031895717,"threshold_uncertainty_score":0.016002715},"labels":[],"label_agreement":null},{"id":"W2161942804","doi":"10.1109/tcsi.2005.849141","title":"Extraction of causal time-domain network parameters from their band-limited frequency-domain counterparts using rational functions","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Electromagnetic Compatibility and Noise Suppression","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":"Dalhousie University","funders":"","keywords":"Frequency domain; Time domain; Rational function; Computer science; Algorithm; Simple (philosophy); Domain (mathematical analysis); Time–frequency analysis; Fourier transform; Exponential function; Range (aeronautics); Function (biology); Control theory (sociology); Mathematics; Mathematical analysis; Artificial intelligence; Telecommunications; Engineering","score_opus":0.014093092780449448,"score_gpt":0.22338523372510644,"score_spread":0.20929214094465698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161942804","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":[0.012237262,0.000048210844,0.9849244,0.00003325427,0.00001380408,0.000032391687,0.000059612044,0.000434833,0.00221622],"genre_scores_gemma":[0.3258901,0.00044907225,0.66969514,0.00004776309,0.000013546226,0.00011844918,0.00029470964,0.00023427498,0.0032568357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998821,0.00002508,0.000008501094,0.000017424756,0.000056573823,0.00001035394],"domain_scores_gemma":[0.9996699,0.00015402774,0.000040674535,0.000059432732,0.000069442765,0.0000064862325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034412494,0.0006429974,0.00029460274,0.0005121451,0.00020423488,0.0006093334,0.0003572866,0.0004142474,0.002179991],"category_scores_gemma":[0.0015082634,0.0003654616,0.00038428785,0.00043807688,0.00031032428,0.0012117069,0.00020834246,0.0005148945,0.00089391525],"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":[0.00014363896,0.00008646052,0.0011466513,0.00034733408,0.000044225373,0.00029663843,0.00026086616,0.51924306,0.12556317,0.1254214,0.001473024,0.22597352],"study_design_scores_gemma":[0.000018688577,0.000034107747,0.00037131406,0.000023864104,0.000018698684,0.00013912836,0.00004546843,0.94064665,0.03311881,0.01747852,0.008069886,0.00003478192],"about_ca_topic_score_codex":0.0012338925,"about_ca_topic_score_gemma":0.0017216443,"teacher_disagreement_score":0.002179991,"about_ca_system_score_codex":0.0004992537,"about_ca_system_score_gemma":0.00080488273,"threshold_uncertainty_score":0.0072927475},"labels":[],"label_agreement":null},{"id":"W2163410946","doi":"10.1109/tcsi.2004.826211","title":"Characterization of B-Spline Digital Filters","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":14,"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":"Mathematics; Digital filter; B-spline; Half-band filter; Kernel (algebra); Spline (mechanical); Transfer function; Algorithm; Impulse response; Filter (signal processing); Low-pass filter; Mathematical analysis; Prototype filter; Computer science; Discrete mathematics; Computer vision","score_opus":0.008863425098189501,"score_gpt":0.21984226357195982,"score_spread":0.21097883847377033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163410946","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":[0.041706566,0.0008623298,0.93894935,0.00017306257,0.00007728595,0.000041388197,0.00011749408,0.00028234327,0.017790213],"genre_scores_gemma":[0.7880164,0.001976405,0.18541546,0.00018226058,0.00022039465,0.00013673345,0.00040559558,0.00022989172,0.023416921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994137,0.00007256417,0.000041745912,0.000097262484,0.00030675376,0.000068012276],"domain_scores_gemma":[0.9986303,0.00046858066,0.00024653194,0.00011612738,0.0004448074,0.00009371953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005092621,0.00044844256,0.00040298796,0.0018905029,0.00048641258,0.0015517022,0.000499843,0.00092404697,0.004707865],"category_scores_gemma":[0.003650667,0.00027387516,0.0005449431,0.0010676988,0.00083045725,0.0010888926,0.0005173861,0.0013259427,0.0013474515],"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":[0.00017472732,0.000053844004,0.0012069864,0.00021925267,0.000028371795,0.0005179572,0.00044145348,0.052719373,0.058219228,0.7871779,0.0019419164,0.097298875],"study_design_scores_gemma":[0.000025836736,0.0001399785,0.0017536747,0.00008359239,0.000024174045,0.0013794673,0.00016375932,0.74216014,0.019147666,0.21199597,0.023057006,0.000068641064],"about_ca_topic_score_codex":0.0012001455,"about_ca_topic_score_gemma":0.0006372705,"teacher_disagreement_score":0.004707865,"about_ca_system_score_codex":0.00070050615,"about_ca_system_score_gemma":0.0005924123,"threshold_uncertainty_score":0.015749395},"labels":[],"label_agreement":null},{"id":"W2164855315","doi":"10.1109/81.847874","title":"Efficient capacitance extraction computations in wavelet domain","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":25,"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":"Speedup; Wavelet; Algorithm; Capacitance; Computation; Thresholding; Matrix (chemical analysis); Wavelet transform; Computer science; Kernel (algebra); Diagonal; Mathematics; Parallel computing; Physics; Artificial intelligence; Materials science; Geometry","score_opus":0.01799230662631205,"score_gpt":0.27008023936329745,"score_spread":0.2520879327369854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164855315","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":[0.005668062,0.00006958549,0.9926664,0.00004757639,0.000027587883,0.000013334917,0.000042897125,0.00043291974,0.0010315881],"genre_scores_gemma":[0.09088834,0.00028420638,0.905107,0.00003785994,0.000038069207,0.000052893036,0.00025458875,0.00018070027,0.0031563041],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998098,0.000018801153,0.000010555577,0.000025241805,0.00011531016,0.000020298616],"domain_scores_gemma":[0.99969125,0.00010301604,0.000025793266,0.000053614625,0.00011203549,0.00001440392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192854,0.0006638969,0.0005695286,0.00072695257,0.00032762397,0.00068441295,0.0006624126,0.0006145402,0.0032735905],"category_scores_gemma":[0.0011252632,0.000291209,0.00038636275,0.0011595738,0.00025442382,0.0014975886,0.0006604733,0.00071745046,0.0014579041],"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":[0.00012572014,0.00006756032,0.0005351923,0.00032633965,0.00006147877,0.00033383648,0.00016110826,0.12542905,0.21783735,0.05702782,0.0077969306,0.59029764],"study_design_scores_gemma":[0.000015559934,0.000023688217,0.0002599624,0.000009940386,0.000010220095,0.00015177595,0.00003038479,0.9521768,0.030119365,0.009640223,0.0075489925,0.000012984877],"about_ca_topic_score_codex":0.00073455187,"about_ca_topic_score_gemma":0.0013678337,"teacher_disagreement_score":0.0032735905,"about_ca_system_score_codex":0.0002722888,"about_ca_system_score_gemma":0.00047635988,"threshold_uncertainty_score":0.010951221},"labels":[],"label_agreement":null},{"id":"W2165108651","doi":"10.1109/tcsi.2005.857550","title":"Modeling of a constant Voltage transformer","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Magnetic Properties and Applications","field":"Materials 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":"University of British Columbia","funders":"","keywords":"Ferroresonance in electricity networks; Delta-wye transformer; Transformer; Leakage inductance; Energy efficient transformer; Distribution transformer; Nonlinear system; Equivalent circuit; Autotransformer; Electromagnetic coil; Control theory (sociology); Engineering; Electrical engineering; Transformer effect; Electronic engineering; Voltage; Computer science; Physics","score_opus":0.016973663506744795,"score_gpt":0.2273518626991021,"score_spread":0.2103781991923573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165108651","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":[0.029834813,0.0005632578,0.9192241,0.00026053033,0.000083741405,0.000087363,0.00020504076,0.00066222827,0.04907898],"genre_scores_gemma":[0.87499714,0.0012513922,0.080481686,0.0001427065,0.000072452545,0.00015868085,0.0002417131,0.00015330878,0.042500917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998031,0.000035572422,0.0000075505613,0.000046312605,0.00008748841,0.000020058207],"domain_scores_gemma":[0.99989367,0.00003287675,0.000015063259,0.000017008622,0.000033622615,0.000007844299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017401556,0.0004573881,0.0004109032,0.00032115993,0.00032944308,0.00083775196,0.001533025,0.00096532446,0.0035653743],"category_scores_gemma":[0.00046501198,0.00021449759,0.00043556187,0.00025714934,0.00056890654,0.0013012493,0.00036058712,0.00057599816,0.0010277838],"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":[0.00014138418,0.00006317559,0.0005953848,0.00018290647,0.00002509244,0.00049073383,0.00024496793,0.6842647,0.049555898,0.22415648,0.0023811983,0.03789807],"study_design_scores_gemma":[0.000010546357,0.00005306408,0.00010335662,0.000009069688,0.0000090051335,0.00018206914,0.000016532327,0.975316,0.003589253,0.012933417,0.0077681723,0.00000944815],"about_ca_topic_score_codex":0.002339005,"about_ca_topic_score_gemma":0.0014102355,"teacher_disagreement_score":0.0035653743,"about_ca_system_score_codex":0.0007371844,"about_ca_system_score_gemma":0.0005758725,"threshold_uncertainty_score":0.011927366},"labels":[],"label_agreement":null},{"id":"W2165646489","doi":"10.1109/tcsi.2005.862067","title":"Multidimensional vector radix FHT algorithms","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Digital Filter Design and Implementation","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":"Algorithm; Fast Fourier transform; Computer science; Discrete Fourier transform (general); Decimation; Discrete Hartley transform; Dimension (graph theory); Hartley transform; Twiddle factor; Software; Implementation; Computation; Mathematics; Fourier transform; Filter (signal processing); Fourier analysis; Fractional Fourier transform","score_opus":0.020713460039714676,"score_gpt":0.2512252551013457,"score_spread":0.23051179506163103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165646489","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":[0.0025785114,0.000499856,0.9933373,0.00007977822,0.00012174161,0.000048502883,0.00007620015,0.00066715677,0.0025909313],"genre_scores_gemma":[0.059253022,0.00091449,0.9301727,0.00019898711,0.00014570556,0.00014580035,0.0007009973,0.0002032011,0.008265067],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992229,0.00010939518,0.00008448335,0.00012539301,0.0003924813,0.0000654372],"domain_scores_gemma":[0.9991327,0.00022824266,0.00008297378,0.00019925095,0.0003239728,0.000032803484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223568,0.0010033428,0.0006747228,0.0015473445,0.0005726096,0.0021416966,0.0014139843,0.00090751855,0.010281311],"category_scores_gemma":[0.0027999764,0.00032827552,0.0007812756,0.0016582406,0.00050499855,0.002458648,0.0015834671,0.001043308,0.0052506286],"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":[0.00026333015,0.00006888034,0.0006238564,0.0002863196,0.00005316846,0.00015131732,0.0001567831,0.0550862,0.017406406,0.07118519,0.007708342,0.84701014],"study_design_scores_gemma":[0.00009298194,0.0002489356,0.00048031617,0.00011434575,0.000044889093,0.0008419278,0.00015893286,0.85237694,0.03816701,0.054385718,0.053005848,0.00008218291],"about_ca_topic_score_codex":0.0011726102,"about_ca_topic_score_gemma":0.0016210512,"teacher_disagreement_score":0.010281311,"about_ca_system_score_codex":0.00062877743,"about_ca_system_score_gemma":0.00093272177,"threshold_uncertainty_score":0.034394443},"labels":[],"label_agreement":null},{"id":"W2165845642","doi":"10.1109/tcsi.2002.802363","title":"Computer diagnosis and tuning of RF and microwave filters using model-based parameter estimation","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":44,"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":"Robustness (evolution); Equivalent circuit; Frequency domain; Electronic engineering; Computer science; Frequency response; Estimation theory; Adaptive filter; Control theory (sociology); Algorithm; Engineering","score_opus":0.02930502453228038,"score_gpt":0.22708656065101035,"score_spread":0.19778153611872998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165845642","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":[0.007275181,0.000049533093,0.99165124,0.00003762189,0.000004267001,0.000016883238,0.000012664982,0.0005225581,0.00043005167],"genre_scores_gemma":[0.57811594,0.00011992246,0.42065004,0.000050967577,0.000012547951,0.00012587209,0.000069639376,0.00010076453,0.0007543961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996215,0.000091733906,0.000021268903,0.00008059253,0.0001623756,0.00002249872],"domain_scores_gemma":[0.9992488,0.00040603484,0.0001307506,0.00013563612,0.000067076784,0.00001166734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005177961,0.00060517463,0.0007820521,0.00048211246,0.00028401386,0.0005969489,0.0005724609,0.00066942704,0.0011487363],"category_scores_gemma":[0.002328336,0.00038656333,0.00045001757,0.00020557632,0.00045664594,0.0007203038,0.00051548745,0.00064499944,0.00026540333],"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":[0.00014815072,0.00006312314,0.0010352633,0.00013638253,0.00006383786,0.00006543081,0.000100432786,0.7865009,0.047823973,0.0077235904,0.00050540786,0.15583353],"study_design_scores_gemma":[0.000009892503,0.000025576746,0.00020047264,0.0000049357504,0.0000071846944,0.00003064664,0.000005470834,0.9908826,0.006743056,0.0015416929,0.00054134254,0.00000707286],"about_ca_topic_score_codex":0.0015356496,"about_ca_topic_score_gemma":0.0022168453,"teacher_disagreement_score":0.0015356496,"about_ca_system_score_codex":0.00052183797,"about_ca_system_score_gemma":0.00058157067,"threshold_uncertainty_score":0.0038428903},"labels":[],"label_agreement":null},{"id":"W2168959135","doi":"10.1109/81.956013","title":"Exponential expansion for field computation and capacitance extraction","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Electromagnetic Compatibility and Noise Suppression","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 Waterloo","funders":"","keywords":"Multipole expansion; Capacitance; Exponential function; Computation; Computer science; Electronic engineering; Field (mathematics); Very-large-scale integration; Computational science; Double exponential function; Algorithm; Physics; Mathematics; Mathematical analysis; Engineering","score_opus":0.015490003178167271,"score_gpt":0.2515063465929497,"score_spread":0.23601634341478242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168959135","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":[0.0032520283,0.0001862507,0.992788,0.000075015494,0.000056746674,0.00001577201,0.000020459142,0.00034408542,0.0032616258],"genre_scores_gemma":[0.15510552,0.001031007,0.8291019,0.00019158266,0.00014338743,0.00017112019,0.00020181162,0.0006306195,0.013422902],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996766,0.0000622637,0.000016301412,0.00004078407,0.00017262896,0.00003132841],"domain_scores_gemma":[0.99934167,0.0003254795,0.000033903354,0.00009949253,0.00017777883,0.000021657213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006959952,0.0006268707,0.0003942855,0.0005879152,0.00036444742,0.00051279063,0.0008316542,0.0005900667,0.0039318707],"category_scores_gemma":[0.0030344576,0.00025214034,0.00043612104,0.00071897573,0.0005029617,0.001590558,0.0007832402,0.0011377226,0.0020333389],"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":[0.00012759115,0.000071441485,0.00044976614,0.00022484039,0.000035807054,0.0003282958,0.00023307529,0.19223236,0.044427313,0.5163795,0.007552662,0.23793745],"study_design_scores_gemma":[0.000017890128,0.000020237556,0.000101133664,0.00001837146,0.000006636819,0.000110572,0.000012238358,0.92933375,0.010191657,0.047316503,0.012851984,0.000019004936],"about_ca_topic_score_codex":0.00089772255,"about_ca_topic_score_gemma":0.00089811394,"teacher_disagreement_score":0.0039318707,"about_ca_system_score_codex":0.00039907324,"about_ca_system_score_gemma":0.00052892615,"threshold_uncertainty_score":0.013153434},"labels":[],"label_agreement":null},{"id":"W2170312047","doi":"10.1109/tcsi.2004.842874","title":"Performance bounds of forgetting factor least-squares algorithms for time-varying systems with finite measurement data","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Control Systems and Identification","field":"Engineering","cited_by":137,"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":"Least-squares function approximation; Algorithm; Estimation theory; Forgetting; Mathematics; LTI system theory; Computer science; Applied mathematics; Linear system; Statistics","score_opus":0.04143930078908608,"score_gpt":0.24035684864662554,"score_spread":0.19891754785753946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170312047","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":[0.007895023,0.0013509709,0.9885726,0.000268501,0.000043930642,0.000024218523,0.00004583809,0.0002876752,0.0015111597],"genre_scores_gemma":[0.69187075,0.004083497,0.29886782,0.00049185543,0.00032754338,0.00037934113,0.00055692304,0.00051284436,0.0029094762],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942054,0.0018457101,0.0004190737,0.00093572174,0.0020113713,0.00058275805],"domain_scores_gemma":[0.93690187,0.05187242,0.0023056848,0.0038207585,0.0047237156,0.00037560597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012268207,0.002313654,0.0014873807,0.00137844,0.000891862,0.0025023536,0.001985681,0.002440865,0.0019189944],"category_scores_gemma":[0.07669626,0.0008112492,0.0010231024,0.0015597102,0.00317168,0.005712832,0.0029488197,0.0036649653,0.00070528226],"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":[0.00033832196,0.00005687744,0.0010004055,0.00044264842,0.000096832555,0.00012390813,0.0003392106,0.8260135,0.0063128676,0.07163701,0.0011982567,0.092440166],"study_design_scores_gemma":[0.000008253888,0.00007298832,0.0003714232,0.000057372563,0.00001589418,0.00005276912,0.000033190572,0.9765474,0.0048396057,0.017185716,0.0007823707,0.000032915763],"about_ca_topic_score_codex":0.0035869565,"about_ca_topic_score_gemma":0.0017211467,"teacher_disagreement_score":0.012268207,"about_ca_system_score_codex":0.0020890844,"about_ca_system_score_gemma":0.0022474,"threshold_uncertainty_score":0.064881206},"labels":[],"label_agreement":null},{"id":"W2171277643","doi":"10.1109/tcsi.2002.808235","title":"A method to derive an equation for the oscillation frequency of a ring oscillator","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":112,"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":"Oscillation (cell signaling); Ring oscillator; Mathematics; Ring (chemistry); Topology (electrical circuits); Characteristic equation; Mathematical analysis; Delay line oscillator; Control theory (sociology); Voltage-controlled oscillator; Physics; Differential equation; Computer science; Voltage; Quantum mechanics; Control (management)","score_opus":0.03664010335656036,"score_gpt":0.29211617009061547,"score_spread":0.2554760667340551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171277643","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":[0.0005956538,0.00031617953,0.9951538,0.00008911163,0.00023751977,0.000049145565,0.0000685695,0.00017666127,0.00331335],"genre_scores_gemma":[0.025843954,0.0010700519,0.9573356,0.00023146262,0.00020117551,0.00035696928,0.00019364286,0.00029375733,0.014473439],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994461,0.00009392525,0.000044216013,0.000111271685,0.00027731902,0.000027169659],"domain_scores_gemma":[0.9992774,0.00030685062,0.00004305267,0.00006712029,0.00028817507,0.000017497456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080444955,0.00077717745,0.000613857,0.0016408914,0.000572444,0.0007667519,0.0012333033,0.0011766175,0.01118043],"category_scores_gemma":[0.0026989088,0.00044443886,0.0009374826,0.0009197964,0.0004941146,0.001496575,0.000768732,0.002312723,0.0057855104],"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":[0.000050235652,0.000085727006,0.0007344825,0.0008347893,0.000082543236,0.00050377904,0.0005306704,0.05286555,0.07590459,0.47514838,0.019433066,0.37382627],"study_design_scores_gemma":[0.00007248287,0.00016249465,0.00058367534,0.0002290812,0.00007991599,0.0012353545,0.000097329146,0.6196574,0.02308996,0.11540449,0.23925082,0.00013700266],"about_ca_topic_score_codex":0.0013660105,"about_ca_topic_score_gemma":0.0016364533,"teacher_disagreement_score":0.01118043,"about_ca_system_score_codex":0.0004950421,"about_ca_system_score_gemma":0.0009604251,"threshold_uncertainty_score":0.037402272},"labels":[],"label_agreement":null},{"id":"W2171702041","doi":"10.1109/81.933328","title":"Mutual compensation of mobility and threshold voltage temperature effects with applications in CMOS circuits","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":525,"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":"Compensation (psychology); Threshold voltage; CMOS; Materials science; Biasing; Overdrive voltage; Voltage; Electronic circuit; Temperature coefficient; Transistor; Voltage reference; Optoelectronics; Point (geometry); Electrical engineering; Electronic engineering; Mathematics; Engineering","score_opus":0.010292298134283758,"score_gpt":0.21313057720894965,"score_spread":0.2028382790746659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171702041","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4998271,0.0060185404,0.4820156,0.0008779179,0.00016320335,0.00005103043,0.00004962576,0.001574731,0.009422307],"genre_scores_gemma":[0.97762555,0.0003854919,0.020623945,0.000043808086,0.00006127376,0.000012151663,0.000014283462,0.000041959494,0.0011914851],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996018,0.00006550335,0.000022666041,0.000089517955,0.00017108743,0.00004950468],"domain_scores_gemma":[0.999521,0.00013213647,0.000110417626,0.00010393728,0.00011086501,0.000021616379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029338067,0.00043995766,0.00035182392,0.00034565714,0.00027654442,0.0004343095,0.00063091534,0.00045894267,0.0007845852],"category_scores_gemma":[0.0015459962,0.0002300382,0.0002314932,0.0004992009,0.00038230995,0.00094782584,0.00068914413,0.0003344606,0.0002202497],"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":[0.0001901188,0.000029431505,0.0015030723,0.000106320695,0.000024362,0.00024333868,0.00019516505,0.028654335,0.8792443,0.019844633,0.00032892026,0.06963597],"study_design_scores_gemma":[0.000033568336,0.0005164792,0.002682957,0.000038097955,0.00007944295,0.0019835818,0.000077758814,0.22558193,0.7448414,0.014384327,0.009720674,0.00005971074],"about_ca_topic_score_codex":0.00017329825,"about_ca_topic_score_gemma":0.0003576337,"teacher_disagreement_score":0.0007845852,"about_ca_system_score_codex":0.00038060354,"about_ca_system_score_gemma":0.00021911653,"threshold_uncertainty_score":0.0027614832},"labels":[],"label_agreement":null},{"id":"W2171763964","doi":"10.1109/tcsi.2002.805716","title":"Expanded space-mapping EM-based design framework exploiting preassigned parameters","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International; McMaster University","funders":"","keywords":"Space mapping; Computer science; Space (punctuation); Topology (electrical circuits); Mathematics; Electronic engineering; Control theory (sociology); Algorithm; Engineering; Artificial intelligence","score_opus":0.036366345902616205,"score_gpt":0.2194325576776454,"score_spread":0.18306621177502921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171763964","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":[0.0028572243,0.000020349782,0.9958158,0.000024607392,0.0000049741084,0.0000121976655,0.000010386686,0.00021922104,0.0010353229],"genre_scores_gemma":[0.19827375,0.00006942719,0.79871744,0.00006938026,0.000017433937,0.00016018898,0.00007762236,0.00014012685,0.0024746517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953544,0.00016167141,0.00001635189,0.000047087848,0.00021336944,0.000026037507],"domain_scores_gemma":[0.9996785,0.00009411497,0.000031656247,0.00011654167,0.000067844536,0.000011331669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007667811,0.00074745616,0.0005711581,0.00048747385,0.00027368878,0.0005521004,0.0011742545,0.0006283365,0.0031991133],"category_scores_gemma":[0.0011443044,0.00029326015,0.00053952745,0.00034523688,0.00068983505,0.00096801796,0.00073009415,0.0008708838,0.0005974282],"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":[0.000065860455,0.000054606895,0.00027019295,0.00007109752,0.00002741856,0.000074092124,0.00007783716,0.769724,0.026855962,0.09602854,0.001172418,0.10557798],"study_design_scores_gemma":[0.000010368264,0.000044447785,0.000054606207,0.0000057791685,0.0000053641234,0.000046057867,0.000006598186,0.97170526,0.007234709,0.016251286,0.0046274043,0.000008100086],"about_ca_topic_score_codex":0.00084305555,"about_ca_topic_score_gemma":0.0008869168,"teacher_disagreement_score":0.0031991133,"about_ca_system_score_codex":0.0005422568,"about_ca_system_score_gemma":0.0005466783,"threshold_uncertainty_score":0.010702074},"labels":[],"label_agreement":null},{"id":"W4252061284","doi":"10.1109/tcsi.2004.838918","title":"In Memoriam","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","score_opus":0.019649598666040775,"score_gpt":0.2655331774378772,"score_spread":0.24588357877183642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252061284","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003708398,0.0035221532,0.00043412807,0.3200109,0.6575529,0.00003615049,0.00035333194,0.00015493433,0.01756465],"genre_scores_gemma":[0.010527309,0.0035711613,0.0006074234,0.33278605,0.23680986,0.00020057804,0.00045183636,0.00032799458,0.4147178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996799,0.00046591167,0.00020195005,0.00069367985,0.00140592,0.0004334255],"domain_scores_gemma":[0.9913976,0.0017770625,0.00048830156,0.0005465824,0.0043485607,0.001441763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029823242,0.0010097101,0.0012578568,0.001244529,0.0037932824,0.0052831452,0.0021531414,0.005645786,0.079657055],"category_scores_gemma":[0.03631891,0.00039225226,0.0010210478,0.0005667304,0.0016363225,0.002773804,0.0033178534,0.015506917,0.05354904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021098316,0.0000050136982,0.00007098937,0.000025627683,0.0000050829485,0.00011252397,0.000047149835,0.000009617157,0.000056180197,0.0011355581,0.99380714,0.004703995],"study_design_scores_gemma":[0.000011973252,0.000008144999,0.00019896228,0.00007464879,0.000009187305,0.0002327083,0.00009735054,0.00003999295,0.00012415323,0.0012538005,0.9979373,0.000011805468],"about_ca_topic_score_codex":0.00315406,"about_ca_topic_score_gemma":0.0056655603,"teacher_disagreement_score":0.9203429,"about_ca_system_score_codex":0.004190784,"about_ca_system_score_gemma":0.003684074,"threshold_uncertainty_score":0.26647937},"labels":[],"label_agreement":null},{"id":"W4254815640","doi":"10.1109/tcsi.2006.886054","title":"A 3.125Gbit/s Parallel Optical Receiver in 0.13-{mu} CMOS with Direct Crosstalk Power Penalty Measurement Capability","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications","topic":"Optical Network Technologies","field":"Engineering","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":"McGill University","funders":"CMC Microsystems","keywords":"Crosstalk; CMOS; Gigabit; Pseudorandom number generator; Chip; Electronic engineering; Bit error rate; Computer science; Electrical engineering; Engineering; Channel (broadcasting); Telecommunications; Algorithm","score_opus":0.015022314956866133,"score_gpt":0.21859264234467618,"score_spread":0.20357032738781006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254815640","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":[0.8031809,0.00058718515,0.18746619,0.00021979205,0.000069276946,0.00014922777,0.00035603455,0.0031344881,0.0048368913],"genre_scores_gemma":[0.7992935,0.00023447211,0.19701658,0.00013558964,0.000041698982,0.00007555305,0.00018318913,0.00008177074,0.0029375828],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993486,0.000057642366,0.000026858392,0.00013644656,0.00035480186,0.0000757059],"domain_scores_gemma":[0.9992248,0.00014875898,0.00021553035,0.00010363038,0.0002524303,0.000054926466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489129,0.0005801533,0.00043392263,0.00043175617,0.00033842245,0.0005347107,0.0010703508,0.00055597787,0.0010474055],"category_scores_gemma":[0.0008061693,0.00038379454,0.00021995085,0.00054079655,0.00030850948,0.0006236126,0.0003400959,0.0005234306,0.0004932896],"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":[0.00020660272,0.00007352687,0.0017137093,0.00009250726,0.000029942825,0.00012648295,0.000073301635,0.0035728628,0.97386307,0.00091742334,0.00039812044,0.018932387],"study_design_scores_gemma":[0.00008493679,0.0013080587,0.005642217,0.000024060213,0.00012333316,0.0008975404,0.000035187713,0.056778464,0.9304299,0.00029681582,0.004311295,0.0000681642],"about_ca_topic_score_codex":0.0039159264,"about_ca_topic_score_gemma":0.006444093,"teacher_disagreement_score":0.0039159264,"about_ca_system_score_codex":0.00076747086,"about_ca_system_score_gemma":0.0012636508,"threshold_uncertainty_score":0.007786274},"labels":[],"label_agreement":null}]}