{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":80,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":80,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"011f02d582e4","filters":{"venue":"IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"I.M. Filanovsky","is_ca":true},{"name":"Ahmed Allam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01029229813428376,"gpt":0.2131305772089497,"spread":0.2028382790746659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933807,0.0004399577,0.0003518239,0.0003456571,0.0002765444,0.0004343095,0.0006309153,0.0004589427,0.0007845852],"category_scores_gemma":[0.001545996,0.0002300382,0.0002314932,0.0004992009,0.00038231,0.0009478258,0.0006891441,0.0003344606,0.0002202497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806035,"about_ca_system_score_gemma":0.0002191165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732982,"about_ca_topic_score_gemma":0.0003576337,"domain_scores_codex":[0.9996018,0.00006550335,0.00002266604,0.00008951795,0.0001710874,0.00004950468],"domain_scores_gemma":[0.999521,0.0001321365,0.0001104176,0.0001039373,0.000110865,0.00002161638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001901188,0.00002943151,0.001503072,0.0001063207,0.000024362,0.0002433387,0.000195165,0.02865434,0.8792443,0.01984463,0.0003289203,0.06963597],"study_design_scores_gemma":[0.00003356834,0.0005164792,0.002682957,0.00003809795,0.00007944295,0.001983582,0.00007775881,0.2255819,0.7448414,0.01438433,0.009720674,0.00005971074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4998271,0.00601854,0.4820156,0.0008779179,0.0001632034,0.00005103043,0.00004962576,0.001574731,0.009422307],"genre_scores_gemma":[0.9776255,0.0003854919,0.02062394,0.00004380809,0.00006127376,0.00001215166,0.00001428346,0.00004195949,0.001191485],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007845852,"threshold_uncertainty_score":0.002761483,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Sehjeong Kim","is_ca":true},{"name":"Sue Ann Campbell","is_ca":true},{"name":"Xinzhi Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01047771624742599,"gpt":0.2035599324782285,"spread":0.1930822162308025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003524134,0.000562766,0.0004912983,0.0005190589,0.0004238661,0.0009239255,0.0004524532,0.0005800853,0.001454631],"category_scores_gemma":[0.001008256,0.000136186,0.0004465869,0.0003032133,0.0007996514,0.0005371565,0.000596788,0.0004475218,0.0001659175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005518495,"about_ca_system_score_gemma":0.0003719648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373594,"about_ca_topic_score_gemma":0.0007084831,"domain_scores_codex":[0.9996887,0.00003992065,0.00001701873,0.00009166477,0.0001100216,0.00005263981],"domain_scores_gemma":[0.9994395,0.0002159582,0.0001576567,0.00003726997,0.0001123452,0.0000372635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003084942,0.0001311439,0.003097889,0.0002285349,0.0001761058,0.001042624,0.0006201655,0.6822541,0.05159833,0.2148409,0.001643669,0.04405806],"study_design_scores_gemma":[0.0000259571,0.00008658131,0.0004449752,0.000007401134,0.00001457641,0.00009411271,0.00003654629,0.9757845,0.001857839,0.02074215,0.0008948231,0.00001053581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.461565,0.001070082,0.5179625,0.0003396584,0.0001118585,0.00008776001,0.0001328708,0.0004007791,0.01832946],"genre_scores_gemma":[0.9939083,0.0001725542,0.003701236,0.00002582976,0.00003238289,0.00004652644,0.00005200056,0.00000838496,0.002052863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002373594,"threshold_uncertainty_score":0.004866183,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Ken Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04060273342849777,"gpt":0.2533254934852754,"spread":0.2127227600567777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061187,0.0006020109,0.0007637085,0.000626857,0.0006485562,0.004584922,0.000558658,0.001423462,0.01050037],"category_scores_gemma":[0.00499131,0.0003110008,0.0003150567,0.0009353466,0.003857095,0.004777244,0.0008821044,0.003134149,0.005876256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921867,"about_ca_system_score_gemma":0.0005533182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007683753,"about_ca_topic_score_gemma":0.0004716051,"domain_scores_codex":[0.9987721,0.0001936225,0.00006532999,0.000310155,0.0005947879,0.00006390902],"domain_scores_gemma":[0.9969471,0.001337313,0.0001847223,0.00056952,0.0008568175,0.00010446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005987604,0.00001564936,0.0004236639,0.0005379185,0.00006933841,0.0002464812,0.0003561879,0.003694836,0.006788764,0.7999092,0.03132268,0.1565754],"study_design_scores_gemma":[0.00001725762,0.00006855188,0.0009336946,0.0003352303,0.00002859022,0.0009694209,0.0001621618,0.006053515,0.0027512,0.5368051,0.4518128,0.00006258857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01567204,0.06343851,0.6441529,0.04936302,0.009757956,0.00007690267,0.0005939142,0.001097574,0.2158471],"genre_scores_gemma":[0.4392635,0.1187613,0.2363382,0.02575723,0.01716535,0.0002510369,0.0008738957,0.0008057799,0.1607839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01050037,"threshold_uncertainty_score":0.03512722,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jinhu Lü","is_ca":false},{"name":"Simin Yu","is_ca":false},{"name":"Henry Leung","is_ca":true},{"name":"Guanrong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01137517639827085,"gpt":0.2350351817940536,"spread":0.2236600053957828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002823332,0.0003634499,0.000188567,0.0002805446,0.0002771843,0.0002245649,0.0005411186,0.0004175253,0.003047585],"category_scores_gemma":[0.0007628683,0.0001498811,0.0001662986,0.0002126056,0.0002993377,0.0003342094,0.0004811454,0.0003836879,0.0004859887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243788,"about_ca_system_score_gemma":0.0002177291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003567646,"about_ca_topic_score_gemma":0.0006613554,"domain_scores_codex":[0.9997339,0.00003321934,0.00002903708,0.00005017086,0.0001014666,0.00005226571],"domain_scores_gemma":[0.9992587,0.0002304757,0.0001151742,0.0001491469,0.000192075,0.0000544116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008870749,0.00006705622,0.0003292512,0.00009501146,0.000008638256,0.000139793,0.0000707316,0.0006238447,0.9936702,0.0006195282,0.0001395489,0.004147536],"study_design_scores_gemma":[0.00002913102,0.0005966409,0.0008326109,0.000005441756,0.000006291056,0.00008402166,0.00003028743,0.003620232,0.9936703,0.0001182507,0.000998741,0.000008046882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672628,0.0001858077,0.02614769,0.0001045394,0.00005751318,0.0001806664,0.000345919,0.0005001936,0.005214884],"genre_scores_gemma":[0.9832171,0.0001079599,0.01471813,0.0000232487,0.000006444795,0.0001206297,0.0001060956,0.00003494302,0.001665388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003047585,"threshold_uncertainty_score":0.0101952,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Abdelhalim Bendali","is_ca":true},{"name":"Yves Audet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.017397167677096,"gpt":0.2449087853574443,"spread":0.2275116176803483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429711,0.000377646,0.0004969145,0.0005967393,0.0004663146,0.0006303636,0.001954571,0.001005989,0.002622885],"category_scores_gemma":[0.0008305351,0.0003132797,0.0002578515,0.0005170435,0.0002625213,0.0008975882,0.0003453594,0.0006507458,0.001555454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007768865,"about_ca_system_score_gemma":0.0006162332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042702,"about_ca_topic_score_gemma":0.001748181,"domain_scores_codex":[0.999171,0.0000519107,0.00004544933,0.0002435561,0.0004282919,0.00005968102],"domain_scores_gemma":[0.9994444,0.00008021697,0.00006573909,0.0001275746,0.0002542848,0.00002778778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001264694,0.00005985185,0.000505974,0.0002066576,0.00001723095,0.0003523231,0.0001312549,0.001286513,0.9573206,0.003495512,0.002950324,0.03354738],"study_design_scores_gemma":[0.00003971576,0.0005317677,0.001635965,0.00002193455,0.00004299141,0.001456597,0.00004874075,0.01042959,0.932003,0.0006045512,0.05313395,0.00005133292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3150894,0.003630601,0.6244178,0.001546676,0.001600959,0.0008920947,0.002600983,0.01797132,0.03225014],"genre_scores_gemma":[0.5549086,0.001338208,0.4126565,0.0005346658,0.0001772166,0.0004631849,0.001472278,0.000677438,0.02777194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002622885,"threshold_uncertainty_score":0.0087744,"prediction_status":"machine_predicted_unvalidated"},"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&amp;gt;tex&amp;lt;$Delta Sigma$&amp;gt;/tex&amp;lt;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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Anas A. Hamoui","is_ca":true},{"name":"Kenneth W. Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02967496310229322,"gpt":0.2551364661652674,"spread":0.2254615030629742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002539776,0.0002907696,0.0002583776,0.0002912395,0.000209389,0.0003875747,0.0005668484,0.0003954947,0.001604466],"category_scores_gemma":[0.0005790714,0.0001837583,0.00018644,0.0003187894,0.0002353805,0.0007311552,0.0002388968,0.0004300181,0.0004341233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624317,"about_ca_system_score_gemma":0.0002345637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002062598,"about_ca_topic_score_gemma":0.0008179928,"domain_scores_codex":[0.9998204,0.0000320228,0.00001632023,0.00003891312,0.00007748621,0.00001489645],"domain_scores_gemma":[0.9997745,0.00007007227,0.00005482838,0.0000459867,0.00004349733,0.00001105246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002780547,0.00009375602,0.0009281387,0.0002299058,0.00003263843,0.0002023979,0.0002180334,0.009730007,0.6601772,0.01373343,0.0004893914,0.3138871],"study_design_scores_gemma":[0.00003833437,0.0006402775,0.001960017,0.00004588667,0.00004619693,0.001060351,0.00005500076,0.1798192,0.7935838,0.003597627,0.01912305,0.00003030585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.181696,0.002888943,0.8089764,0.0002405766,0.0001351936,0.00008521064,0.00004991935,0.001152628,0.0047751],"genre_scores_gemma":[0.616598,0.0008381701,0.3755629,0.0001370839,0.00008123241,0.00005620884,0.00005191571,0.00006461298,0.006609955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001604466,"threshold_uncertainty_score":0.005367458,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Feng Ding","is_ca":true},{"name":"Tongwen Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04143930078908608,"gpt":0.2403568486466255,"spread":0.1989175478575395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01226821,0.002313654,0.001487381,0.00137844,0.000891862,0.002502354,0.001985681,0.002440865,0.001918994],"category_scores_gemma":[0.07669626,0.0008112492,0.001023102,0.00155971,0.00317168,0.005712832,0.00294882,0.003664965,0.0007052823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089084,"about_ca_system_score_gemma":0.0022474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003586957,"about_ca_topic_score_gemma":0.001721147,"domain_scores_codex":[0.9942054,0.00184571,0.0004190737,0.0009357217,0.002011371,0.000582758],"domain_scores_gemma":[0.9369019,0.05187242,0.002305685,0.003820759,0.004723716,0.000375606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000338322,0.00005687744,0.001000406,0.0004426484,0.00009683255,0.0001239081,0.0003392106,0.8260135,0.006312868,0.07163701,0.001198257,0.09244017],"study_design_scores_gemma":[0.000008253888,0.00007298832,0.0003714232,0.00005737256,0.00001589418,0.00005276912,0.00003319057,0.9765474,0.004839606,0.01718572,0.0007823707,0.00003291576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007895023,0.001350971,0.9885726,0.000268501,0.00004393064,0.00002421852,0.00004583809,0.0002876752,0.00151116],"genre_scores_gemma":[0.6918707,0.004083497,0.2988678,0.0004918554,0.0003275434,0.0003793411,0.000556923,0.0005128444,0.002909476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01226821,"threshold_uncertainty_score":0.06488121,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"Anmar Khadra","is_ca":true},{"name":"Xinzhi Liu","is_ca":true},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00648324538622406,"gpt":0.2331011823419378,"spread":0.2266179369557138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007778343,0.0002049659,0.0002479997,0.0005055633,0.0003108958,0.0005480034,0.0003462435,0.0003965673,0.00115126],"category_scores_gemma":[0.003134341,0.0001271073,0.0001859398,0.0003096891,0.001360465,0.0009566155,0.00124281,0.0005706341,0.00009868496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323754,"about_ca_system_score_gemma":0.0003823856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051739,"about_ca_topic_score_gemma":0.0001259989,"domain_scores_codex":[0.999426,0.0001538076,0.00005048621,0.00007764586,0.0002461495,0.00004592124],"domain_scores_gemma":[0.9984817,0.0008048997,0.0002711626,0.0001721211,0.000198077,0.00007205591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001254027,0.00002685554,0.0008876811,0.0001866338,0.00002655788,0.0004289631,0.0002944118,0.1198762,0.03648542,0.7788717,0.000459226,0.06233104],"study_design_scores_gemma":[0.00004686648,0.0003327113,0.0006696749,0.00005870721,0.00002771382,0.0004730492,0.000161861,0.6605303,0.04162754,0.2879876,0.008032452,0.0000516224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1076194,0.0008516075,0.8723785,0.0006680957,0.0001634864,0.0000483785,0.00002512054,0.0001729689,0.01807243],"genre_scores_gemma":[0.965966,0.0005739745,0.03118547,0.00007032538,0.0000678836,0.00003059514,0.00001658471,0.00001469276,0.00207442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00115126,"threshold_uncertainty_score":0.004113674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155671931","doi":"10.1109/tcsi.2006.885980","title":"RF Class-D Amplification With Bandpass Sigma&amp;amp;ndash;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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Thomas Johnson","is_ca":false},{"name":"S.P. Stapleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01803058411774096,"gpt":0.2253592179436859,"spread":0.207328633825945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366676,0.0001405227,0.0001427574,0.000146872,0.0001139279,0.000371109,0.0002671923,0.0001944134,0.001330293],"category_scores_gemma":[0.0004867396,0.000094599,0.0001235204,0.0001536658,0.0001742302,0.0002013433,0.0001252731,0.0001160661,0.0003839947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459806,"about_ca_system_score_gemma":0.0001157064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004362028,"about_ca_topic_score_gemma":0.0006360203,"domain_scores_codex":[0.999856,0.0000231864,0.000005701362,0.00002226092,0.00007183877,0.000020988],"domain_scores_gemma":[0.9997543,0.0001333653,0.00003621926,0.00002367086,0.00004458012,0.000007866246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004352146,0.0000613313,0.003377811,0.00007880617,0.00004285741,0.0001101645,0.00008343268,0.01926957,0.9322923,0.00399918,0.0002808092,0.0399685],"study_design_scores_gemma":[0.00007397537,0.0007526212,0.003434459,0.0000184554,0.00005236887,0.0003571176,0.00003973685,0.288736,0.7011835,0.001125875,0.004212881,0.00001302951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902964,0.0002965477,0.08896013,0.00009013893,0.00001066153,0.0000251931,0.00005161297,0.0002937199,0.007308022],"genre_scores_gemma":[0.9916025,0.0000777523,0.007059579,0.00001114477,0.000004167768,0.000007118684,0.00001493377,0.00000827884,0.001214599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001330293,"threshold_uncertainty_score":0.004450262,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"S. Docking","is_ca":true},{"name":"Manoj Sachdev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03664010335656036,"gpt":0.2921161700906155,"spread":0.2554760667340551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008044495,0.0007771775,0.000613857,0.001640891,0.000572444,0.0007667519,0.001233303,0.001176617,0.01118043],"category_scores_gemma":[0.002698909,0.0004444389,0.0009374826,0.0009197964,0.0004941146,0.001496575,0.000768732,0.002312723,0.00578551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004950421,"about_ca_system_score_gemma":0.0009604251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366011,"about_ca_topic_score_gemma":0.001636453,"domain_scores_codex":[0.9994461,0.00009392525,0.00004421601,0.0001112717,0.000277319,0.00002716966],"domain_scores_gemma":[0.9992774,0.0003068506,0.00004305267,0.00006712029,0.0002881751,0.00001749746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005023565,0.00008572701,0.0007344825,0.0008347893,0.00008254324,0.000503779,0.0005306704,0.05286555,0.07590459,0.4751484,0.01943307,0.3738263],"study_design_scores_gemma":[0.00007248287,0.0001624946,0.0005836753,0.0002290812,0.00007991599,0.001235354,0.00009732915,0.6196574,0.02308996,0.1154045,0.2392508,0.0001370027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005956538,0.0003161795,0.9951538,0.00008911163,0.0002375198,0.00004914556,0.0000685695,0.0001766613,0.00331335],"genre_scores_gemma":[0.02584395,0.001070052,0.9573356,0.0002314626,0.0002011755,0.0003569693,0.0001936429,0.0002937573,0.01447344],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01118043,"threshold_uncertainty_score":0.03740227,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Leonid Belostotski","is_ca":true},{"name":"J.W. Haslett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01117933710693472,"gpt":0.1969709571628556,"spread":0.1857916200559209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002925138,0.0006905982,0.0003562314,0.0003664564,0.0002079483,0.0006455234,0.0007120686,0.0003088674,0.0007818267],"category_scores_gemma":[0.0008848095,0.0003146899,0.0004503469,0.0003537824,0.0003633174,0.0004553827,0.0003684085,0.0002343234,0.0002582574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009785524,"about_ca_system_score_gemma":0.0003346111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006745781,"about_ca_topic_score_gemma":0.001744298,"domain_scores_codex":[0.9995756,0.00006254467,0.00002066328,0.00007223054,0.0002204989,0.00004860195],"domain_scores_gemma":[0.999723,0.00009332724,0.0000761823,0.00002847175,0.00007019574,0.000008857031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003398413,0.00008178101,0.002730417,0.0002139417,0.0001517331,0.0002166836,0.0001796234,0.2734778,0.6200686,0.01393112,0.0004850693,0.08812341],"study_design_scores_gemma":[0.0001077573,0.0006479669,0.002075778,0.00003754985,0.000283287,0.0004728423,0.00008960847,0.5830769,0.4004624,0.005578542,0.007115588,0.00005185478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3606534,0.0009537509,0.6249644,0.0001668636,0.0000329546,0.00004591505,0.00006203728,0.0006347515,0.01248587],"genre_scores_gemma":[0.9219673,0.0003535972,0.07447748,0.00005136862,0.00001918017,0.00002455063,0.00004953645,0.0001181467,0.002938755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009785524,"threshold_uncertainty_score":0.007099986,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Roman Genov","is_ca":true},{"name":"Milutin Stanaćević","is_ca":false},{"name":"M. Naware","is_ca":false},{"name":"Gert Cauwenberghs","is_ca":false},{"name":"Nitish V. Thakor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02402649098815866,"gpt":0.2465339013525639,"spread":0.2225074103644053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002586372,0.0003354854,0.000331804,0.0002572091,0.0002050479,0.0003516563,0.001234936,0.0003873051,0.005935805],"category_scores_gemma":[0.0004226618,0.000254916,0.0001344553,0.0003740134,0.0001653458,0.0004332154,0.0004332995,0.0005716867,0.002046921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436106,"about_ca_system_score_gemma":0.0003268151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003769184,"about_ca_topic_score_gemma":0.0008214074,"domain_scores_codex":[0.9996691,0.00003758531,0.00001723695,0.0000809,0.0001616725,0.00003348788],"domain_scores_gemma":[0.9998191,0.00003674881,0.00001527258,0.00004416036,0.00006752273,0.0000172252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003892146,0.00008390733,0.000952762,0.0002783062,0.00004109446,0.0001805875,0.0000820764,0.002799188,0.8881351,0.00281552,0.003059531,0.1011828],"study_design_scores_gemma":[0.0001488632,0.0008522655,0.004468217,0.00003827823,0.0001044674,0.001409572,0.00003599684,0.05519107,0.8591061,0.001861601,0.07671789,0.00006554846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2501817,0.003301329,0.7117663,0.000752878,0.0006783315,0.000441736,0.001734541,0.01162713,0.01951608],"genre_scores_gemma":[0.6069762,0.0008367411,0.3790003,0.0002495377,0.0001035704,0.0003606108,0.0007456366,0.000135054,0.01159247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005935805,"threshold_uncertainty_score":0.01985729,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Y. Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01248207895162523,"gpt":0.227408658174674,"spread":0.2149265792230487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006575334,0.0004009605,0.0004355419,0.0003390918,0.0002594572,0.0005569134,0.0005529201,0.0006062132,0.000622272],"category_scores_gemma":[0.00227987,0.0001418225,0.0003035265,0.0001872439,0.0009490715,0.0007520868,0.0006125914,0.0005246933,0.00008625057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007085807,"about_ca_system_score_gemma":0.0006117101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743624,"about_ca_topic_score_gemma":0.00115933,"domain_scores_codex":[0.9998111,0.0000415541,0.000008827166,0.0000508232,0.00005289879,0.00003483948],"domain_scores_gemma":[0.9994698,0.0002203253,0.0001155803,0.00002357971,0.000137596,0.00003306908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000171893,0.00002851559,0.001816866,0.0001647831,0.000084644,0.0004892959,0.0002754076,0.6232289,0.02820903,0.3275513,0.000864742,0.0171147],"study_design_scores_gemma":[0.00002585679,0.00005376052,0.0003588629,0.000009453489,0.00001347891,0.00006908756,0.00003720464,0.9233326,0.002219677,0.07330314,0.0005648922,0.00001184541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3633881,0.001179488,0.6249532,0.0005862481,0.0001163481,0.00002821939,0.00006322782,0.0001509749,0.009534296],"genre_scores_gemma":[0.9927551,0.0002246129,0.004792548,0.0000349823,0.00001706752,0.00002574007,0.00001578777,0.000007400031,0.002126644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001743624,"threshold_uncertainty_score":0.005141139,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"S. Asgaran","is_ca":true},{"name":"M. Jamal Deen","is_ca":true},{"name":"Chih‐Hung Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01633113211974365,"gpt":0.2311576561293454,"spread":0.2148265240096018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005141238,0.0006831315,0.0004214429,0.0004276961,0.0003709801,0.0009940421,0.0009828976,0.0007107265,0.001196808],"category_scores_gemma":[0.001085412,0.000414667,0.0003819688,0.0004031017,0.0003234362,0.001016729,0.0003557734,0.0003677403,0.0008160718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085583,"about_ca_system_score_gemma":0.0005012646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006294856,"about_ca_topic_score_gemma":0.001539462,"domain_scores_codex":[0.9996564,0.00007100681,0.00002071674,0.00009391527,0.0001162838,0.00004165578],"domain_scores_gemma":[0.9996709,0.0001041698,0.00009698366,0.00002394638,0.00009150976,0.00001250528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002659062,0.00006842726,0.001974191,0.0004341625,0.0001010532,0.0001909309,0.000192095,0.06692271,0.8292313,0.01514446,0.0009567675,0.08451805],"study_design_scores_gemma":[0.0001084423,0.000617472,0.00255425,0.0001073833,0.0002297664,0.0006185824,0.0001025355,0.3555541,0.6089177,0.006251257,0.02487744,0.00006106441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08881413,0.001067768,0.8967631,0.0003907892,0.00008245924,0.0001906823,0.0001310264,0.001099704,0.01146039],"genre_scores_gemma":[0.7357574,0.0008392692,0.2578081,0.0001965495,0.0001016098,0.0002343672,0.0001477689,0.0001941095,0.00472089],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001196808,"threshold_uncertainty_score":0.007876456,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Takao Hinamoto","is_ca":false},{"name":"Shuichi Yokoyama","is_ca":false},{"name":"Takuya Inoue","is_ca":false},{"name":"Wujun Zeng","is_ca":false},{"name":"Wu-Sheng Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03221361201237174,"gpt":0.264842325550975,"spread":0.2326287135386032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009826504,0.0008660103,0.0005553338,0.0004111396,0.0001643106,0.0006381487,0.0003698753,0.0005674693,0.0009691322],"category_scores_gemma":[0.002657724,0.0002893056,0.000462634,0.0004458177,0.0007541534,0.0008317623,0.0006410644,0.0004550178,0.0001410405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006722032,"about_ca_system_score_gemma":0.0005564672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109033,"about_ca_topic_score_gemma":0.001141884,"domain_scores_codex":[0.9995772,0.0001725405,0.00001906897,0.00007034754,0.0001230883,0.00003773104],"domain_scores_gemma":[0.9991096,0.0006664615,0.00008370112,0.00004217878,0.0000843202,0.00001371689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004437426,0.00001512231,0.0003774885,0.00006983774,0.00003712916,0.00007577541,0.00005393859,0.9214392,0.01135357,0.04364485,0.0002728387,0.02261599],"study_design_scores_gemma":[0.00000140344,0.00001219452,0.0001302462,0.000002561958,0.000002854704,0.00001558778,0.000005756402,0.9915681,0.002082506,0.006033668,0.0001397782,0.00000521364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01191481,0.00007459812,0.9869094,0.00003871528,0.000004749427,0.000009576529,0.00001378307,0.00005365897,0.000980636],"genre_scores_gemma":[0.7407249,0.0004892183,0.255105,0.00007118753,0.00003093199,0.0001517241,0.0001072458,0.0001016328,0.003218212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00109033,"threshold_uncertainty_score":0.005196869,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Abdelhamid Tayebi","is_ca":true},{"name":"Jian‐Xin Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356348046779505,"gpt":0.2295063729304924,"spread":0.2159428924626973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008748465,0.0006369605,0.0006972954,0.000290336,0.0003232025,0.0009739176,0.0009970892,0.0008993573,0.0009760523],"category_scores_gemma":[0.001811941,0.000182069,0.0004772045,0.0003712088,0.0008624397,0.00076041,0.000653728,0.00119558,0.0002605762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000520892,"about_ca_system_score_gemma":0.0007860718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084327,"about_ca_topic_score_gemma":0.001741445,"domain_scores_codex":[0.9994841,0.0001149035,0.00003685897,0.0001129064,0.0001963905,0.00005497012],"domain_scores_gemma":[0.9993101,0.0002823576,0.0001320888,0.00006751424,0.000185045,0.00002283079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001407805,0.0001032957,0.00104065,0.0004218521,0.00008896071,0.0003823701,0.0004801694,0.7471652,0.02206175,0.09899987,0.001641737,0.1274733],"study_design_scores_gemma":[0.00001168662,0.00004432215,0.00009127645,0.000007534804,0.000006329905,0.00002692572,0.000007249461,0.9938478,0.001211035,0.003424732,0.00131555,0.000005654298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006421461,0.0002504231,0.9911606,0.00005833859,0.00003430216,0.00002834641,0.00001059883,0.0001456054,0.001890417],"genre_scores_gemma":[0.8594136,0.001082153,0.1339952,0.000116186,0.0001029183,0.0003211035,0.0001467073,0.00004505571,0.004776942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003084327,"threshold_uncertainty_score":0.006132782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094812471","doi":"10.1109/tcsi.2006.883855","title":"Fast Bit Parallel-Shifted Polynomial Basis Multipliers in &amp;lt;formula formulatype=\"inline\"&amp;gt;&amp;lt;tex&amp;gt;$GF(2^{n})$&amp;lt;/tex&amp;gt;&amp;lt;/formula&amp;gt;","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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ampere; Mathematics; Polynomial; Physics; Mathematical analysis; Quantum mechanics; Voltage","authors":[{"name":"Haining Fan","is_ca":true},{"name":"M.A. Hasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02082547069802777,"gpt":0.250921884981296,"spread":0.2300964142832683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209305,0.0009238374,0.0003222994,0.0005547173,0.0004096975,0.0006501795,0.001069519,0.0003590281,0.02683656],"category_scores_gemma":[0.0006182645,0.0002873484,0.0003723138,0.0007647634,0.000245541,0.001378249,0.0005856396,0.000831651,0.007264284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006291125,"about_ca_system_score_gemma":0.001086004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007230472,"about_ca_topic_score_gemma":0.002058615,"domain_scores_codex":[0.9998211,0.00002176818,0.00001485514,0.00003997989,0.00007218375,0.00002997658],"domain_scores_gemma":[0.9998173,0.00003657746,0.00003038176,0.00004284069,0.00006008146,0.00001282149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008543998,0.0002290873,0.0005436578,0.0008071429,0.00006306382,0.0004216306,0.0001560304,0.01344523,0.2228795,0.05716916,0.034271,0.6691601],"study_design_scores_gemma":[0.0005888324,0.00177397,0.001726204,0.0002366759,0.0001352567,0.001913927,0.0001165574,0.2567448,0.4340543,0.02500429,0.2775309,0.0001742347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08463959,0.001921695,0.8616652,0.0005623662,0.0007962854,0.0003987226,0.001076203,0.01184509,0.03709485],"genre_scores_gemma":[0.312185,0.001364869,0.6281468,0.0004535595,0.0002755784,0.0004181236,0.002494246,0.0007396681,0.05392211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02683656,"threshold_uncertainty_score":0.08977717,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"S. Samadi","is_ca":true},{"name":"M. Omair Ahmad","is_ca":true},{"name":"M.N.S. Swamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03100500456053106,"gpt":0.2651935437548752,"spread":0.2341885391943442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000365208,0.0005496995,0.0003235654,0.0006806798,0.0004156804,0.00064922,0.0003526604,0.0003777688,0.004783605],"category_scores_gemma":[0.001483531,0.0001670919,0.0003561966,0.0004963105,0.0006013967,0.001042179,0.0005290264,0.0007133469,0.0006093732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006323155,"about_ca_system_score_gemma":0.0003189572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436393,"about_ca_topic_score_gemma":0.0007931922,"domain_scores_codex":[0.9997352,0.00004619781,0.00001555968,0.00004757283,0.0001086561,0.00004671186],"domain_scores_gemma":[0.9995553,0.0001745639,0.00005179317,0.00005285057,0.000136435,0.00002903766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007082405,0.00001510827,0.0004093128,0.0001707131,0.00002355929,0.000332898,0.000318864,0.06469493,0.01123582,0.8763053,0.001807127,0.04461543],"study_design_scores_gemma":[0.00001491312,0.0001216122,0.0008530454,0.00005339889,0.00003284845,0.0004641434,0.0001623532,0.4852622,0.008000918,0.486466,0.01852635,0.00004221168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06583468,0.002715571,0.87697,0.0003521105,0.000107787,0.00003847425,0.000211631,0.0003555917,0.05341421],"genre_scores_gemma":[0.9295737,0.002135264,0.05025551,0.0002263847,0.0001855503,0.00005528021,0.0002397716,0.00005581652,0.01727282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004783605,"threshold_uncertainty_score":0.01600271,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"R. Chebli","is_ca":true},{"name":"Mohamad Sawan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287298132326099,"gpt":0.232512490730917,"spread":0.219639509407656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345875,0.0002891639,0.0002320032,0.0001476731,0.0001186053,0.0004558053,0.0008339587,0.0005162866,0.003588917],"category_scores_gemma":[0.0004472504,0.0002234398,0.0001640734,0.0001564966,0.00009596779,0.0005761113,0.0002430636,0.0003282943,0.001010348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327696,"about_ca_system_score_gemma":0.0002517682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003168737,"about_ca_topic_score_gemma":0.0007243114,"domain_scores_codex":[0.999741,0.00002335231,0.00001192313,0.00004876768,0.0001457215,0.00002918699],"domain_scores_gemma":[0.9997755,0.00006671649,0.00002419045,0.00002732636,0.0000931066,0.00001317491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001954648,0.00006375477,0.0005946133,0.0001681365,0.00002783941,0.0001269159,0.00006124604,0.002223043,0.8913678,0.001789489,0.001563393,0.1018183],"study_design_scores_gemma":[0.00008580368,0.001269142,0.003698651,0.00003098595,0.00008499026,0.001158711,0.00004718624,0.09096457,0.8725105,0.001017718,0.02909732,0.00003443585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1585978,0.001344168,0.8266221,0.0002139786,0.0002073123,0.0001114354,0.0003216653,0.003850322,0.00873133],"genre_scores_gemma":[0.7272162,0.0004167526,0.261499,0.0003734611,0.0001304231,0.00008323607,0.0004348027,0.0001469367,0.009699211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003588917,"threshold_uncertainty_score":0.0120061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1555715953","doi":"10.1109/tcsi.2004.834508","title":"A New Radix-&amp;lt;tex&amp;gt;$2/8$&amp;lt;/tex&amp;gt;FFT Algorithm for Length-&amp;lt;tex&amp;gt;$qtimes 2^m$&amp;lt;/tex&amp;gt;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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Saad Bouguezel","is_ca":true},{"name":"M. Omair Ahmad","is_ca":true},{"name":"M.N.S. Swamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04899216212762784,"gpt":0.2911471197812872,"spread":0.2421549576536593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894963,0.0007965572,0.0006957654,0.0009228415,0.0006330551,0.001078765,0.001205075,0.0007487055,0.01387441],"category_scores_gemma":[0.001427469,0.0003724184,0.0006913458,0.001052862,0.0005136222,0.0019484,0.0008008815,0.001122039,0.007159097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352803,"about_ca_system_score_gemma":0.001032116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614215,"about_ca_topic_score_gemma":0.003480213,"domain_scores_codex":[0.9995808,0.00003560367,0.0000426382,0.00008914337,0.0002170316,0.00003475547],"domain_scores_gemma":[0.9994922,0.0001128013,0.0000405821,0.0001056451,0.00021992,0.00002881756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002387661,0.0000789288,0.0004229678,0.0002082366,0.00004224552,0.0002043247,0.0001693197,0.01187535,0.08367579,0.03564058,0.01136224,0.8560813],"study_design_scores_gemma":[0.0002469056,0.000498571,0.001197036,0.0001048148,0.00008337368,0.002476253,0.0001731792,0.6588765,0.1558659,0.02869562,0.1516453,0.0001366372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002326066,0.0001314832,0.9948359,0.00006207583,0.0001231566,0.00004036386,0.00005948258,0.001109796,0.001311715],"genre_scores_gemma":[0.014642,0.0001495806,0.9804612,0.00004378729,0.00006482577,0.00006895964,0.0002715725,0.0001610841,0.004136876],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01387441,"threshold_uncertainty_score":0.04641455,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Lee Hartley","is_ca":true},{"name":"K.V.I.S. Kaler","is_ca":true},{"name":"Orly Yadid-Pecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01945233016793484,"gpt":0.2513439766018994,"spread":0.2318916464339645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004160988,0.0003403351,0.0002905135,0.0003140994,0.0002771187,0.0008339841,0.001052762,0.0005959351,0.001141455],"category_scores_gemma":[0.0003951551,0.0003593055,0.0002862039,0.0002483492,0.0005939875,0.0007497421,0.0005689879,0.0006158462,0.0004158187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970853,"about_ca_system_score_gemma":0.000430236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002342966,"about_ca_topic_score_gemma":0.0005486319,"domain_scores_codex":[0.9996794,0.00003871878,0.00001634501,0.00008199597,0.0001584146,0.00002510835],"domain_scores_gemma":[0.9997917,0.00008646321,0.00002281888,0.00003210514,0.00004666774,0.00002022798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004570798,0.0000715097,0.0004304523,0.0001516187,0.00002569681,0.00009241925,0.00005442704,0.0009164702,0.9623272,0.00857831,0.0002626255,0.02704358],"study_design_scores_gemma":[0.0000141737,0.0003730188,0.0006617824,0.00001486874,0.00006145261,0.000537648,0.00002175067,0.0139998,0.9649369,0.001589277,0.01776532,0.00002413453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2294919,0.003829414,0.7521859,0.000753255,0.0004268916,0.0003019255,0.0002011539,0.00140417,0.01140543],"genre_scores_gemma":[0.4420888,0.001460764,0.5491307,0.0005180713,0.0001446707,0.0002152058,0.0001785969,0.00006164327,0.006201488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001141455,"threshold_uncertainty_score":0.003818572,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Henry Leung","is_ca":true},{"name":"Zhiwen Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0193953830009461,"gpt":0.2516963489698547,"spread":0.2323009659689086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852038,0.0004889971,0.000590785,0.0005422457,0.0002855011,0.0005528005,0.0003325456,0.0007741687,0.0006635838],"category_scores_gemma":[0.01063169,0.000127856,0.0001688652,0.0003693547,0.0003339785,0.0007872952,0.0005238323,0.0002910805,0.0002149867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004710778,"about_ca_system_score_gemma":0.0005263727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149233,"about_ca_topic_score_gemma":0.001262318,"domain_scores_codex":[0.999056,0.0003361068,0.00007424756,0.0001132565,0.0003404331,0.00008001225],"domain_scores_gemma":[0.9963312,0.002213868,0.0002388064,0.0002195905,0.0009348241,0.0000617579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001020902,0.00005800608,0.005892274,0.0002210616,0.0001386925,0.0001290693,0.0001039151,0.8346928,0.01653541,0.003796423,0.0005280083,0.1368835],"study_design_scores_gemma":[0.00002746885,0.0001569897,0.002395318,0.00001218888,0.0000202041,0.00007813297,0.00001589428,0.987314,0.00919088,0.0003974959,0.000367784,0.00002355728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4739857,0.002022911,0.5155242,0.0002754829,0.0001296252,0.0000707636,0.0001759887,0.001565324,0.006249969],"genre_scores_gemma":[0.9791171,0.0002268892,0.02001521,0.00001852767,0.00001624976,0.00002430451,0.0001362109,0.00002876087,0.0004168271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003149233,"threshold_uncertainty_score":0.009794593,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Chris Winstead","is_ca":false},{"name":"Nhan Trung Nguyen","is_ca":true},{"name":"Vincent Gaudet","is_ca":true},{"name":"Christian Schlegel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01727222072088536,"gpt":0.2608600325788498,"spread":0.2435878118579644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785357,0.0003818046,0.0001717339,0.0003628577,0.0003836996,0.0009278888,0.0008482113,0.0005725526,0.005098686],"category_scores_gemma":[0.001605663,0.0001725113,0.0001515055,0.0004157642,0.0002866933,0.0007521022,0.0003533599,0.0005515632,0.001554241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007469356,"about_ca_system_score_gemma":0.0005046529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000588581,"about_ca_topic_score_gemma":0.001822249,"domain_scores_codex":[0.9997162,0.00003259238,0.00001929293,0.00003264259,0.0001749831,0.00002430888],"domain_scores_gemma":[0.9994231,0.0001613514,0.00007953169,0.00005424955,0.0002616118,0.00002005261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002248089,0.000101324,0.001121515,0.0006165364,0.0000427854,0.0003710091,0.0002539553,0.0132113,0.5692942,0.1035053,0.009734496,0.3015227],"study_design_scores_gemma":[0.0001411277,0.00116286,0.001437593,0.0002714668,0.0001358702,0.002078986,0.000117014,0.1371299,0.6639354,0.03207103,0.1614123,0.0001065081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05805622,0.003855751,0.8892235,0.001333848,0.0006749852,0.0002617274,0.0003416278,0.00328308,0.04296934],"genre_scores_gemma":[0.6040804,0.001863597,0.3724349,0.0009260816,0.0002862218,0.0001686044,0.0002404467,0.0001192336,0.01988045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005098686,"threshold_uncertainty_score":0.01705682,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"V. Belaguli","is_ca":true},{"name":"A.K.S. Bhat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02024372086174213,"gpt":0.2726107915583483,"spread":0.2523670706966061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005102368,0.000574913,0.0006210518,0.0003909628,0.0003672143,0.0005477679,0.0008101148,0.0004379015,0.004399292],"category_scores_gemma":[0.0005641679,0.0001760035,0.0002895987,0.0004539062,0.0004086282,0.0004302441,0.0001663461,0.0004221069,0.0007131847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005971299,"about_ca_system_score_gemma":0.0004903876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005289,"about_ca_topic_score_gemma":0.001032173,"domain_scores_codex":[0.9995384,0.00008061827,0.00002476476,0.00007216699,0.0002412056,0.00004292025],"domain_scores_gemma":[0.9995636,0.0001421647,0.00003660481,0.00008563657,0.0001484497,0.00002355167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001881386,0.0007244125,0.004329207,0.001153549,0.0001715725,0.0004233283,0.0005897385,0.09392058,0.8121021,0.005941488,0.003509465,0.07525321],"study_design_scores_gemma":[0.0003575391,0.002618863,0.005093249,0.00005244202,0.0001129044,0.0004773205,0.0001640802,0.3264519,0.6525403,0.001776482,0.01029975,0.00005528585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948563,0.0002804465,0.08394451,0.0002249325,0.00005666573,0.0003458003,0.0008692868,0.001944048,0.01747807],"genre_scores_gemma":[0.9835613,0.00008511176,0.01292408,0.00001678365,0.000006311968,0.0001528792,0.0001892128,0.00006679244,0.002997406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004399292,"threshold_uncertainty_score":0.0147171,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mojtaba Kahrizi","is_ca":true},{"name":"Safieddin Safavi‐Naeini","is_ca":true},{"name":"S.K. Chaudhuri","is_ca":true},{"name":"Ramin Sabry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02930502453228038,"gpt":0.2270865606510103,"spread":0.19778153611873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005177961,0.0006051746,0.0007820521,0.0004821125,0.0002840139,0.0005969489,0.0005724609,0.000669427,0.001148736],"category_scores_gemma":[0.002328336,0.0003865633,0.0004500176,0.0002055763,0.0004566459,0.0007203038,0.0005154875,0.0006449994,0.0002654033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000521838,"about_ca_system_score_gemma":0.0005815707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153565,"about_ca_topic_score_gemma":0.002216845,"domain_scores_codex":[0.9996215,0.00009173391,0.0000212689,0.00008059253,0.0001623756,0.00002249872],"domain_scores_gemma":[0.9992488,0.0004060348,0.0001307506,0.0001356361,0.00006707678,0.00001166734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001481507,0.00006312314,0.001035263,0.0001363825,0.00006383786,0.00006543081,0.0001004328,0.7865009,0.04782397,0.00772359,0.0005054079,0.1558335],"study_design_scores_gemma":[0.000009892503,0.00002557675,0.0002004726,0.00000493575,0.000007184694,0.00003064664,0.000005470834,0.9908826,0.006743056,0.001541693,0.0005413425,0.00000707286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007275181,0.00004953309,0.9916512,0.00003762189,0.000004267001,0.00001688324,0.00001266498,0.0005225581,0.0004300517],"genre_scores_gemma":[0.5781159,0.0001199225,0.42065,0.00005096758,0.00001254795,0.0001258721,0.00006963938,0.0001007645,0.0007543961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00153565,"threshold_uncertainty_score":0.00384289,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"Y.J. Kou","is_ca":true},{"name":"Wu-Sheng Lu","is_ca":true},{"name":"A. Antoniou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02557542387561552,"gpt":0.2715542708334772,"spread":0.2459788469578617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451305,0.0009566834,0.0005917856,0.0007541124,0.0003579139,0.0007431974,0.001022452,0.0006865453,0.002097277],"category_scores_gemma":[0.002750692,0.0003913015,0.0004978485,0.0007704775,0.0005243286,0.001302187,0.0005701284,0.001549996,0.001091008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005780639,"about_ca_system_score_gemma":0.0007412176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006880797,"about_ca_topic_score_gemma":0.001239146,"domain_scores_codex":[0.9994823,0.0001176748,0.00002831623,0.0000613981,0.0002814458,0.00002886893],"domain_scores_gemma":[0.9990727,0.0004665417,0.0001146938,0.0001024353,0.000225225,0.00001845791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001061076,0.0001108161,0.0003067287,0.0001941141,0.00004890591,0.00006258736,0.0001981729,0.2299741,0.02366271,0.04026931,0.003221524,0.7018449],"study_design_scores_gemma":[0.00002108339,0.00008074769,0.0001551409,0.00001484957,0.0000114437,0.0001341869,0.00001973547,0.9725275,0.01291942,0.009092345,0.005002155,0.0000213274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001606205,0.0001291352,0.9974298,0.00003269839,0.00001649367,0.00001489943,0.000006249328,0.0001704268,0.0005939549],"genre_scores_gemma":[0.03740567,0.0004201294,0.9588878,0.00004069442,0.00004789756,0.0001038531,0.00004635559,0.000074278,0.002973323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002097277,"threshold_uncertainty_score":0.007016122,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Man Guo","is_ca":true},{"name":"M.O. Ahmad","is_ca":true},{"name":"M.N.S. Swamy","is_ca":true},{"name":"Chunyan Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02115444432978213,"gpt":0.2785693925274865,"spread":0.2574149481977044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512026,0.0003183429,0.0002479108,0.0003858386,0.0001860453,0.0004449199,0.0008064685,0.0002747937,0.002854036],"category_scores_gemma":[0.0003060872,0.0001949614,0.0001688945,0.0002452158,0.0001091108,0.0002805007,0.0001152973,0.0003020827,0.0009803766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694459,"about_ca_system_score_gemma":0.000686347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647884,"about_ca_topic_score_gemma":0.002305471,"domain_scores_codex":[0.999879,0.00001911027,0.000008552999,0.00002214421,0.00004984586,0.00002127619],"domain_scores_gemma":[0.9998733,0.00003182659,0.00001385892,0.00001629026,0.00005400139,0.00001071112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007227256,0.0001731063,0.002616712,0.000378122,0.0001461699,0.0006169585,0.0001357046,0.08850084,0.3603466,0.01173588,0.007965025,0.5266622],"study_design_scores_gemma":[0.0003204429,0.001468987,0.003836977,0.00005958583,0.000145928,0.001476827,0.00004655416,0.678842,0.2631269,0.001929404,0.04867524,0.00007112845],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09742127,0.0008685236,0.8803356,0.0002482976,0.0002895428,0.0002205397,0.0002740076,0.005883527,0.01445871],"genre_scores_gemma":[0.5818749,0.0004682472,0.4073894,0.0002128028,0.0000862661,0.0001259907,0.0004004747,0.00009122122,0.009350595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002854036,"threshold_uncertainty_score":0.00954777,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"J.W. Bandler","is_ca":true},{"name":"Mostafa A. Ismail","is_ca":true},{"name":"José E. Rayas‐Sánchez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03636634590261621,"gpt":0.2194325576776454,"spread":0.1830662117750292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007667811,0.0007474562,0.0005711581,0.0004874739,0.0002736888,0.0005521004,0.001174254,0.0006283365,0.003199113],"category_scores_gemma":[0.001144304,0.0002932601,0.0005395274,0.0003452369,0.0006898351,0.000968018,0.0007300942,0.0008708838,0.0005974282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005422568,"about_ca_system_score_gemma":0.0005466783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008430555,"about_ca_topic_score_gemma":0.0008869168,"domain_scores_codex":[0.9995354,0.0001616714,0.00001635189,0.00004708785,0.0002133694,0.00002603751],"domain_scores_gemma":[0.9996785,0.00009411497,0.00003165625,0.0001165417,0.00006784454,0.00001133167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006586045,0.00005460689,0.0002701929,0.00007109752,0.00002741856,0.00007409212,0.00007783716,0.769724,0.02685596,0.09602854,0.001172418,0.105578],"study_design_scores_gemma":[0.00001036826,0.00004444778,0.00005460621,0.000005779169,0.000005364123,0.00004605787,0.000006598186,0.9717053,0.007234709,0.01625129,0.004627404,0.000008100086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002857224,0.00002034978,0.9958158,0.00002460739,0.000004974108,0.00001219767,0.00001038669,0.000219221,0.001035323],"genre_scores_gemma":[0.1982737,0.00006942719,0.7987174,0.00006938026,0.00001743394,0.000160189,0.00007762236,0.0001401269,0.002474652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003199113,"threshold_uncertainty_score":0.01070207,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Wei‐Ping Zhu","is_ca":true},{"name":"Yupeng Yan","is_ca":true},{"name":"M. Omair Ahmad","is_ca":true},{"name":"M.N.S. Swamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03146547427327808,"gpt":0.2724089489576354,"spread":0.2409434746843573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000548279,0.0004457616,0.0004872996,0.0005413585,0.0002969118,0.0003963919,0.0009206206,0.0006019865,0.001954751],"category_scores_gemma":[0.001491037,0.0002579346,0.0003200104,0.0003660366,0.0002499276,0.00091309,0.0004856787,0.0008428029,0.0007215132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002857633,"about_ca_system_score_gemma":0.00056653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752394,"about_ca_topic_score_gemma":0.0009838912,"domain_scores_codex":[0.9995399,0.00006466229,0.00003040231,0.00006731134,0.000267328,0.00003047072],"domain_scores_gemma":[0.9993075,0.0002434537,0.0001184792,0.0001451904,0.0001620811,0.00002315154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006272657,0.0001441949,0.001000225,0.0003689369,0.0000658,0.0002778957,0.0002214448,0.02576588,0.245548,0.01100332,0.001834571,0.7131423],"study_design_scores_gemma":[0.0001476151,0.001234895,0.002625605,0.0001295509,0.0001448021,0.001838529,0.00004943712,0.5829847,0.3757931,0.004924714,0.02997934,0.0001476707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01096568,0.0002562707,0.9870473,0.00006284623,0.00009111185,0.00003166647,0.00002467519,0.0007457521,0.0007747023],"genre_scores_gemma":[0.2743243,0.0003973183,0.7198714,0.000161331,0.0001579387,0.00007122156,0.0001558061,0.00006105473,0.004799616],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001954751,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Dalia A. El-Dib","is_ca":true},{"name":"M.I. Elmasry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02701593734529159,"gpt":0.2711444926807128,"spread":0.2441285553354212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005019908,0.0005425168,0.000618551,0.0004563877,0.0003098191,0.0006427498,0.001802966,0.0008593439,0.002750626],"category_scores_gemma":[0.001638339,0.000299431,0.0003922429,0.0004999748,0.0003534248,0.0008254766,0.0003513547,0.0009281539,0.001277987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006362021,"about_ca_system_score_gemma":0.0007785841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629534,"about_ca_topic_score_gemma":0.00339573,"domain_scores_codex":[0.9994432,0.0001499129,0.00003388317,0.00009220288,0.0002285959,0.00005221654],"domain_scores_gemma":[0.9993876,0.000208742,0.00005597203,0.000135047,0.0001952636,0.00001733389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008092369,0.0001522708,0.001161098,0.0004192632,0.0002110755,0.0003256229,0.0001520875,0.084076,0.226651,0.05575399,0.00617116,0.6241172],"study_design_scores_gemma":[0.0001251214,0.0005253335,0.0007559675,0.00003699605,0.0001326318,0.0006765729,0.00001673814,0.8064146,0.15323,0.006463885,0.03156211,0.00006002761],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01494503,0.00100959,0.9797904,0.0001383454,0.0001738655,0.00007787135,0.00006615054,0.001524634,0.002274212],"genre_scores_gemma":[0.2687283,0.000743509,0.7170946,0.0002036525,0.0001433968,0.0001723544,0.0003109851,0.0001177841,0.01248546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002750626,"threshold_uncertainty_score":0.009201765,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Evolutionary programming; Computer science; Evolutionary computation; Genetic programming; Mathematical optimization; Mathematics; Artificial intelligence","authors":[{"name":"N. Damavandi","is_ca":true},{"name":"S. Safavi‐Naeini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066765419552845,"gpt":0.2699785122886069,"spread":0.2493108580930784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005859031,0.0007943545,0.000749107,0.0007140712,0.0004193016,0.000688567,0.001136017,0.001042753,0.003497386],"category_scores_gemma":[0.0009131125,0.0003840557,0.0009568522,0.0009355177,0.000493072,0.0006374433,0.0007867526,0.001311809,0.0007990638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097967,"about_ca_system_score_gemma":0.0005757317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008618,"about_ca_topic_score_gemma":0.001202706,"domain_scores_codex":[0.9996337,0.0001136165,0.00001402705,0.00004491826,0.0001738554,0.00001985115],"domain_scores_gemma":[0.9997655,0.0001310985,0.00001411953,0.00002176772,0.00005708662,0.00001048319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002773773,0.00005367769,0.0002539629,0.0001814278,0.00009303127,0.0001174593,0.00006473147,0.6924887,0.00733876,0.09255592,0.003409425,0.2034151],"study_design_scores_gemma":[0.00001323426,0.00002863859,0.00006364234,0.00001411963,0.0000102594,0.00006550289,0.000004785961,0.9791096,0.0007747151,0.01227566,0.0076278,0.00001205885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007890231,0.0001925815,0.9961503,0.0000480221,0.0000339629,0.00002426897,0.00001333161,0.00008274447,0.002665889],"genre_scores_gemma":[0.0572358,0.0006542911,0.9316844,0.0001277301,0.00006909666,0.0004883984,0.00008078271,0.000116012,0.009543541],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003497386,"threshold_uncertainty_score":0.01169991,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mona Safi-Harb","is_ca":true},{"name":"Gordon W. Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009348313619677643,"gpt":0.2210878899364009,"spread":0.2117395763167232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552394,0.0002773186,0.0001581677,0.0001728565,0.0002432927,0.000510334,0.0003720346,0.000244153,0.002036679],"category_scores_gemma":[0.0004583496,0.0001443397,0.0001413029,0.0001653399,0.0001763136,0.000408196,0.0001297863,0.000343096,0.0008323098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003394896,"about_ca_system_score_gemma":0.0004730438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004239203,"about_ca_topic_score_gemma":0.001405974,"domain_scores_codex":[0.9998857,0.0000239309,0.000006919544,0.00001497992,0.00005833554,0.00001018519],"domain_scores_gemma":[0.9998484,0.00005277197,0.000020877,0.00002217413,0.00005068917,0.000005170793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001351689,0.00005854133,0.001177059,0.0004137537,0.00003364591,0.0002119122,0.0002611526,0.008385983,0.6813763,0.01435735,0.001997393,0.2915917],"study_design_scores_gemma":[0.0001381643,0.001693166,0.002379845,0.000129446,0.0001728295,0.001672174,0.0001528071,0.1807431,0.6903934,0.007750867,0.1147443,0.00002999222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07657105,0.00181354,0.9011355,0.0005275432,0.0001094871,0.0002017013,0.0001138775,0.002971978,0.01655529],"genre_scores_gemma":[0.4939079,0.001093857,0.4955084,0.0003678134,0.00008826737,0.000102018,0.0001252529,0.0001092691,0.008697234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002036679,"threshold_uncertainty_score":0.006813407,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Wu-Sheng Lu","is_ca":true},{"name":"Takao Hinamoto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04676449648446468,"gpt":0.2786317461928887,"spread":0.231867249708424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007963735,0.0007629945,0.0006536205,0.0002655701,0.0001544136,0.0005194155,0.0005023326,0.0005369142,0.0008580912],"category_scores_gemma":[0.00133239,0.0004196989,0.0004104573,0.0002280379,0.0003878784,0.0004411131,0.0003513947,0.0005710163,0.0002125884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199958,"about_ca_system_score_gemma":0.0007428178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008758924,"about_ca_topic_score_gemma":0.0009790382,"domain_scores_codex":[0.9997191,0.00009070853,0.00001335812,0.00004520578,0.0001006848,0.00003094994],"domain_scores_gemma":[0.9995893,0.0002306525,0.00006734472,0.00002216678,0.00007223042,0.00001839104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001229148,0.00009746016,0.0003772936,0.0001389242,0.00002753624,0.0001061865,0.00009133577,0.8500483,0.04106802,0.02701642,0.0006666657,0.08023894],"study_design_scores_gemma":[0.00001139603,0.00006469587,0.00005663772,0.000004439294,0.000003040283,0.00001823168,0.000004726379,0.9953331,0.002110409,0.002015416,0.0003722539,0.0000054756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009808421,0.00005847394,0.9893198,0.0000264671,0.000004763093,0.00002396982,0.000009842496,0.00005239301,0.0006958825],"genre_scores_gemma":[0.3441655,0.0002591173,0.6535695,0.00008351558,0.00001737953,0.0001981441,0.00006557658,0.00004657398,0.001594643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008758924,"threshold_uncertainty_score":0.004211724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093405367","doi":"10.1109/tcsi.2007.905536","title":"Modeling and Design of Multilevel Bang&amp;#x2013;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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"F. A. S. Musa","is_ca":true},{"name":"Anthony Chan Carusone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04162800476423593,"gpt":0.2717481614962163,"spread":0.2301201567319804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364625,0.0002719842,0.0003486669,0.0002125357,0.0002821898,0.0005506413,0.0007623902,0.0005145086,0.0008588097],"category_scores_gemma":[0.00048666,0.0002335544,0.0004327332,0.0001691452,0.0002181522,0.0003687967,0.0002014725,0.0003625831,0.0002164733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006541391,"about_ca_system_score_gemma":0.0007279387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003760142,"about_ca_topic_score_gemma":0.004603079,"domain_scores_codex":[0.9997984,0.00002974977,0.00000944355,0.0000318488,0.0001052183,0.00002537146],"domain_scores_gemma":[0.9998116,0.00006848672,0.00004057534,0.00001920416,0.00005041213,0.000009805401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008984548,0.00003622111,0.001391688,0.00008624754,0.00004392873,0.0001672992,0.00008136874,0.9205405,0.04872121,0.008382586,0.0003158899,0.02014319],"study_design_scores_gemma":[0.000003429718,0.00003167341,0.0001387121,0.000003839249,0.000008739169,0.00002566712,0.000003203053,0.9963163,0.00269279,0.0004044301,0.0003683045,0.000002976649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.176143,0.0006567133,0.8132136,0.0002521404,0.00004173253,0.0001020444,0.0001324046,0.0008494993,0.008608711],"genre_scores_gemma":[0.9639142,0.0003069497,0.03382016,0.00003863096,0.0000140604,0.0000525589,0.00004105771,0.00002049049,0.001792015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003760142,"threshold_uncertainty_score":0.007476509,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Tao Wang","is_ca":true},{"name":"Fei Yuan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02130442478623537,"gpt":0.2776577184136402,"spread":0.2563532936274048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002777043,0.0004623769,0.0001885064,0.0005311858,0.0003673361,0.0008469243,0.001044116,0.0003947972,0.002893271],"category_scores_gemma":[0.0003986043,0.0001663207,0.0001832881,0.0005755654,0.0002495845,0.0009969533,0.0004539923,0.0004714419,0.0007119895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828545,"about_ca_system_score_gemma":0.0004268657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004013237,"about_ca_topic_score_gemma":0.0005821857,"domain_scores_codex":[0.99981,0.00002417828,0.00001551648,0.00004280669,0.00007777621,0.00002964137],"domain_scores_gemma":[0.9997038,0.00003681009,0.00006132691,0.00007650015,0.00009910019,0.00002230028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002741902,0.0001399388,0.001185963,0.0001850574,0.00002351866,0.0002003245,0.0001947687,0.006581027,0.7740961,0.02725082,0.002208555,0.1876598],"study_design_scores_gemma":[0.00007735711,0.001121477,0.001604067,0.00003911044,0.00009624925,0.001202154,0.00009504512,0.148647,0.7987057,0.004767441,0.04354797,0.000096392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4262477,0.001312065,0.5336705,0.000645707,0.0003170433,0.0003601964,0.0003986699,0.00443459,0.03261362],"genre_scores_gemma":[0.8025424,0.0005826101,0.1873015,0.0001963586,0.0001352796,0.0001121462,0.0003212017,0.0000926526,0.00871581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002893271,"threshold_uncertainty_score":0.00967896,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Bernhard Kuenzle","is_ca":true},{"name":"L.T. Bruton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02930139880890247,"gpt":0.2808667441960396,"spread":0.2515653453871371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050157,0.0004575679,0.0003178522,0.0002852363,0.0001791924,0.0005315185,0.0003135734,0.0006986973,0.00175571],"category_scores_gemma":[0.0006118058,0.0002413817,0.000355483,0.0003136769,0.0002760063,0.0004716233,0.0002423823,0.0003928304,0.0008808651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455574,"about_ca_system_score_gemma":0.0002770823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005409982,"about_ca_topic_score_gemma":0.001135492,"domain_scores_codex":[0.9998751,0.00001719777,0.000008902723,0.00002269655,0.00006178948,0.00001429677],"domain_scores_gemma":[0.9997999,0.00006339223,0.00002541218,0.00004931755,0.00005027232,0.0000116819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005988234,0.0001010646,0.001200526,0.0001818682,0.00006164992,0.000475201,0.0001815878,0.05174721,0.5499163,0.02126422,0.002053915,0.3722176],"study_design_scores_gemma":[0.00006081461,0.0004056154,0.002455446,0.00003632688,0.00006007263,0.00142219,0.00005040733,0.607402,0.3680134,0.005054966,0.01496743,0.00007133013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02564221,0.0001338885,0.9720663,0.00007762007,0.00004114723,0.00002687794,0.00004966069,0.0004090234,0.001553114],"genre_scores_gemma":[0.2355928,0.0002796558,0.7604868,0.0001465974,0.00003833109,0.00007421916,0.0001745661,0.00004265886,0.003164339],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00175571,"threshold_uncertainty_score":0.005873442,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"N. Soveiko","is_ca":true},{"name":"M. Nakhla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01799230662631205,"gpt":0.2700802393632974,"spread":0.2520879327369854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192854,0.0006638969,0.0005695286,0.0007269526,0.000327624,0.000684413,0.0006624126,0.0006145402,0.00327359],"category_scores_gemma":[0.001125263,0.000291209,0.0003863627,0.001159574,0.0002544238,0.001497589,0.0006604733,0.0007174505,0.001457904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722888,"about_ca_system_score_gemma":0.0004763599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007345519,"about_ca_topic_score_gemma":0.001367834,"domain_scores_codex":[0.9998098,0.00001880115,0.00001055558,0.0000252418,0.0001153102,0.00002029862],"domain_scores_gemma":[0.9996912,0.000103016,0.00002579327,0.00005361463,0.0001120355,0.00001440392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001257201,0.00006756032,0.0005351923,0.0003263397,0.00006147877,0.0003338365,0.0001611083,0.125429,0.2178373,0.05702782,0.007796931,0.5902976],"study_design_scores_gemma":[0.00001555993,0.00002368822,0.0002599624,0.000009940386,0.00001022009,0.000151776,0.00003038479,0.9521768,0.03011937,0.009640223,0.007548993,0.00001298488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005668062,0.00006958549,0.9926664,0.00004757639,0.00002758788,0.00001333492,0.00004289713,0.0004329197,0.001031588],"genre_scores_gemma":[0.09088834,0.0002842064,0.905107,0.00003785994,0.00003806921,0.00005289304,0.0002545888,0.0001807003,0.003156304],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00327359,"threshold_uncertainty_score":0.01095122,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"E. Artyomov","is_ca":false},{"name":"Orly Yadid-Pecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0121204018710828,"gpt":0.2084973935512623,"spread":0.1963769916801795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001288824,0.0001984495,0.0003185989,0.0001873071,0.0001554776,0.000270081,0.000599914,0.0004766083,0.001146731],"category_scores_gemma":[0.0002089114,0.0001681373,0.0001422437,0.0001756735,0.000166142,0.00049747,0.0003007654,0.0003577685,0.0005035246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224554,"about_ca_system_score_gemma":0.0001567652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387631,"about_ca_topic_score_gemma":0.000523936,"domain_scores_codex":[0.9997864,0.00001636323,0.000006400691,0.00005085977,0.0001260639,0.00001378622],"domain_scores_gemma":[0.9998661,0.00002515527,0.00002372054,0.00001632912,0.00005036179,0.00001824667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009630462,0.00003870415,0.0006137649,0.0001023062,0.00001133582,0.00009950181,0.0000210364,0.001144869,0.9342849,0.001679967,0.001384139,0.06052309],"study_design_scores_gemma":[0.00004339848,0.0004546866,0.003894747,0.00001258741,0.00004920904,0.001685032,0.00002702996,0.07353077,0.8976249,0.0009908729,0.02163896,0.00004774583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2854708,0.005093758,0.687055,0.001164981,0.0005506467,0.000207455,0.0006114631,0.003717059,0.01612875],"genre_scores_gemma":[0.6971263,0.001051959,0.2929598,0.0005922875,0.0001475815,0.00007571131,0.0002001063,0.00004554801,0.007800641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001146731,"threshold_uncertainty_score":0.003836215,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"T. Sathyan","is_ca":true},{"name":"T. Kirubarajan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006894567156833717,"gpt":0.2116908795147576,"spread":0.2047963123579239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963851,0.0003161721,0.0004531734,0.0002359875,0.0003128433,0.0004141282,0.0007227579,0.0004443734,0.0009675417],"category_scores_gemma":[0.0009076872,0.0001647789,0.0003714919,0.0002457572,0.0004412609,0.0008315286,0.0007052103,0.0007272259,0.0002502302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116228,"about_ca_system_score_gemma":0.0005959495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178815,"about_ca_topic_score_gemma":0.0009276196,"domain_scores_codex":[0.9995977,0.00007909624,0.00002610995,0.00007758828,0.0001800144,0.00003944226],"domain_scores_gemma":[0.9996417,0.0001425497,0.0000699488,0.00005353656,0.00007315745,0.00001912115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000413395,0.00009457039,0.002485594,0.0003631705,0.0001425401,0.0005431293,0.0003678112,0.6338497,0.07269227,0.1192759,0.001985461,0.1677864],"study_design_scores_gemma":[0.00001097392,0.00007542237,0.0001508158,0.000006737052,0.00001323981,0.00008776844,0.00000578969,0.9912999,0.004355831,0.002871898,0.001110256,0.00001137866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02285029,0.0003576622,0.9738318,0.0001333955,0.00006954247,0.00003113209,0.00002844469,0.0003624886,0.002335144],"genre_scores_gemma":[0.9114292,0.0003751037,0.08496333,0.00008135716,0.00005419013,0.00005258156,0.00007346524,0.00002747003,0.002943263],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001178815,"threshold_uncertainty_score":0.003236711,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Vinay Varadan","is_ca":true},{"name":"Henry Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05710074303601036,"gpt":0.265973811381937,"spread":0.2088730683459266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004189169,0.0007156561,0.0004089271,0.0006219454,0.0003109581,0.0005323904,0.0005064928,0.0006459545,0.00111879],"category_scores_gemma":[0.001464168,0.0003021692,0.0005453101,0.0003577438,0.000598391,0.0004368419,0.0005622759,0.0006060853,0.0001785794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000588434,"about_ca_system_score_gemma":0.0006156942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411843,"about_ca_topic_score_gemma":0.0009832629,"domain_scores_codex":[0.9997934,0.00006310188,0.000009451494,0.00004084231,0.00006338184,0.00002992565],"domain_scores_gemma":[0.9995659,0.0002514375,0.00005953886,0.00002289158,0.00007909802,0.00002103352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001982857,0.00002169496,0.0004616238,0.00005753148,0.00001897762,0.00008382204,0.00007903069,0.9586465,0.006669341,0.009440599,0.0001932574,0.02430772],"study_design_scores_gemma":[0.000008178443,0.0000544801,0.0001043628,0.000009489539,0.000009224166,0.00003466931,0.00001932326,0.9922667,0.002144038,0.004343704,0.0009974639,0.00000833795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08719214,0.0002983411,0.9072109,0.0001831945,0.00004196522,0.00009039384,0.00003866106,0.0002558831,0.004688672],"genre_scores_gemma":[0.7205089,0.000340621,0.2754155,0.00008145923,0.00001492777,0.0002111943,0.00006880205,0.00007307058,0.003285542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001411843,"threshold_uncertainty_score":0.004269421,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Stephen Bates","is_ca":true},{"name":"D.G. Elliott","is_ca":true},{"name":"Ramkrishna Swamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03525092348123537,"gpt":0.2770360279038416,"spread":0.2417851044226062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309732,0.000291561,0.0002376901,0.0003998238,0.0003863213,0.0004852985,0.0004739327,0.0005382059,0.001934793],"category_scores_gemma":[0.001508858,0.0001233423,0.0002285211,0.0003091599,0.0004850266,0.0005023336,0.0003912055,0.0007143632,0.0004193382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007321576,"about_ca_system_score_gemma":0.0004087256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000303964,"about_ca_topic_score_gemma":0.0004878769,"domain_scores_codex":[0.9996592,0.00008427483,0.00001860531,0.00003943152,0.0001559238,0.00004270719],"domain_scores_gemma":[0.99927,0.0004417527,0.00008442781,0.00007323975,0.0001083468,0.00002215957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003791857,0.0002121195,0.001458028,0.0002704499,0.00002497047,0.0003797104,0.0003533324,0.11923,0.1945868,0.4824421,0.002511328,0.1981519],"study_design_scores_gemma":[0.0001422218,0.0003526286,0.0005171308,0.00005040694,0.00003118471,0.0003506284,0.00003392,0.7003212,0.1833671,0.106446,0.008344114,0.00004341179],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1112747,0.0002021879,0.8776394,0.0001384925,0.00003968882,0.0001563547,0.00008602292,0.0006971809,0.009765997],"genre_scores_gemma":[0.7352874,0.0002080976,0.2586448,0.00008897519,0.00003634989,0.0002587187,0.0002483176,0.0001089205,0.00511846],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001934793,"threshold_uncertainty_score":0.006472528,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Nan Xie","is_ca":true},{"name":"Henry Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02772493269415714,"gpt":0.2834123331870087,"spread":0.2556874004928515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004817638,0.0003922764,0.0005439739,0.0004230861,0.0002634595,0.0004356927,0.0003000969,0.0005841104,0.0003775503],"category_scores_gemma":[0.001810698,0.0002046786,0.0004085742,0.0003454753,0.0005143792,0.0007206251,0.0006079374,0.0004490476,0.0001431906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417267,"about_ca_system_score_gemma":0.000490577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008346328,"about_ca_topic_score_gemma":0.0006020364,"domain_scores_codex":[0.9997138,0.00009530813,0.00001669031,0.00005808317,0.00009557766,0.0000204744],"domain_scores_gemma":[0.9994054,0.0003630037,0.0001036583,0.00004800584,0.00006738315,0.00001254519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002726768,0.00005370974,0.002404179,0.0002780358,0.0001460513,0.000317328,0.0002756353,0.7252495,0.08598585,0.05991828,0.000733095,0.1243658],"study_design_scores_gemma":[0.000009137083,0.00004653963,0.0002759683,0.000006647553,0.00001009187,0.00008874883,0.000008873829,0.984938,0.006318974,0.00753917,0.0007411272,0.0000166284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03213629,0.0002405124,0.9667547,0.00007043895,0.00002462133,0.00001394887,0.00001218202,0.0001587551,0.0005884589],"genre_scores_gemma":[0.7597326,0.0006595532,0.2365023,0.00006124308,0.00005752317,0.00007944013,0.00007921778,0.00003525712,0.002792828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008346328,"threshold_uncertainty_score":0.00254786,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Sung-Kwun Oh","is_ca":false},{"name":"Witold Pedrycz","is_ca":true},{"name":"Byoung‐Jun Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01096536023907602,"gpt":0.2219119942892856,"spread":0.2109466340502096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004238377,0.0004082597,0.0003436715,0.0003158019,0.0002109995,0.0005854303,0.0007203292,0.0006443761,0.00115232],"category_scores_gemma":[0.0006997482,0.0002036037,0.0004896543,0.0002836091,0.000398788,0.0007528863,0.0004955914,0.0006447893,0.0002572646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005048217,"about_ca_system_score_gemma":0.0003725508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555857,"about_ca_topic_score_gemma":0.001626465,"domain_scores_codex":[0.9998485,0.00003185769,0.000009046924,0.00002878366,0.0000663234,0.00001550045],"domain_scores_gemma":[0.9998866,0.00004493931,0.00001932384,0.00001678171,0.00002720145,0.000005173951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003703601,0.00002520935,0.0004490057,0.0001633869,0.00004845508,0.00007982898,0.00007917813,0.8024269,0.01616491,0.06315067,0.0005691089,0.1168063],"study_design_scores_gemma":[0.000005181064,0.00003597795,0.0001120677,0.00002085097,0.00001093739,0.00003192754,0.000007217424,0.9810135,0.003106512,0.01244835,0.003199462,0.00000801931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009313627,0.0006741804,0.9853179,0.0001068648,0.00004555479,0.00002336764,0.00002325584,0.0001394783,0.004355738],"genre_scores_gemma":[0.5617787,0.001430597,0.4323947,0.000121263,0.00005988525,0.0001912305,0.00007396181,0.00004185914,0.003907887],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001555857,"threshold_uncertainty_score":0.003854871,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Bosco Leung","is_ca":true},{"name":"D. L. McLeish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01337080357217036,"gpt":0.2334480128916845,"spread":0.2200772093195141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412544,0.0003232595,0.0002922924,0.0004396979,0.0001901905,0.0002846721,0.0003107654,0.000300054,0.0003278436],"category_scores_gemma":[0.001783237,0.0001577055,0.0002497606,0.0003122367,0.0005471506,0.0009918422,0.0002365317,0.000308784,0.00007361991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519322,"about_ca_system_score_gemma":0.0001516663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003076917,"about_ca_topic_score_gemma":0.0003049198,"domain_scores_codex":[0.9997765,0.0000574819,0.000007116038,0.00003234181,0.000112171,0.00001433005],"domain_scores_gemma":[0.9993746,0.0003982634,0.00009385782,0.0000509572,0.00006910143,0.00001323213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002061256,0.0001106812,0.003657426,0.0001044401,0.00007332658,0.000317124,0.0003273587,0.4650962,0.446675,0.04854311,0.0001616386,0.03472744],"study_design_scores_gemma":[0.000007779936,0.0001094953,0.0007096764,0.000004389117,0.00001108482,0.00009483942,0.00001939782,0.9595217,0.03547804,0.003496776,0.0005353236,0.00001154004],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5166898,0.0004755379,0.4792425,0.00009398377,0.00003061536,0.0000358993,0.00002151493,0.0001918361,0.003218279],"genre_scores_gemma":[0.9659228,0.0002266184,0.0330444,0.00001941495,0.00002465811,0.00002275378,0.00001673656,0.00003376084,0.0006888876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004412544,"threshold_uncertainty_score":0.002333581,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"F. Normandin","is_ca":true},{"name":"Mohamad Sawan","is_ca":true},{"name":"Jocelyn Faubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359952816224973,"gpt":0.293946576113768,"spread":0.2803470479515182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003609622,0.0007962445,0.0007267725,0.0005113113,0.0002805729,0.0008504895,0.002224659,0.001755518,0.004642392],"category_scores_gemma":[0.0006589047,0.0005191895,0.0004998799,0.0003189007,0.0003356001,0.001069562,0.0006025042,0.0008691484,0.002921925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933369,"about_ca_system_score_gemma":0.0004556537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601826,"about_ca_topic_score_gemma":0.0008680956,"domain_scores_codex":[0.9995235,0.00005277224,0.00002073041,0.0001406908,0.0002128621,0.00004952078],"domain_scores_gemma":[0.9995072,0.0001482635,0.00004677612,0.00004615971,0.0002023665,0.0000491994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005120283,0.0001432034,0.00110604,0.0003568178,0.00008310941,0.0003130489,0.00009847205,0.0007607832,0.8808075,0.001568868,0.002212766,0.1120374],"study_design_scores_gemma":[0.0002137387,0.002268062,0.01108093,0.0001239124,0.0005133266,0.005139325,0.00008022223,0.04941565,0.8774634,0.001787253,0.05175881,0.0001554957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04939423,0.001496735,0.9410465,0.0003347169,0.0003294108,0.0002424902,0.0003634715,0.003925397,0.002867038],"genre_scores_gemma":[0.1906101,0.0007386294,0.7948161,0.001382972,0.0003290296,0.000314087,0.000670933,0.0002285197,0.01090965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004642392,"threshold_uncertainty_score":0.01553035,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"K. Murali","is_ca":true},{"name":"Henry Leung","is_ca":true},{"name":"Haiyang Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02068797702113599,"gpt":0.2436319273750355,"spread":0.2229439503538995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005480834,0.0004665936,0.0005869567,0.0002919657,0.0002789462,0.0004574005,0.001021708,0.0007810988,0.001139675],"category_scores_gemma":[0.0007539428,0.0002769458,0.0002978253,0.0002204123,0.0002292014,0.0005384504,0.0004467451,0.0005162755,0.0004982864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796713,"about_ca_system_score_gemma":0.0004725658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001027775,"about_ca_topic_score_gemma":0.0001910968,"domain_scores_codex":[0.9996017,0.00007490082,0.00002845036,0.0000816715,0.0001762144,0.00003703442],"domain_scores_gemma":[0.9995705,0.0001229865,0.00008048565,0.00005047521,0.0001431203,0.00003240732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005325791,0.0001271737,0.001383969,0.0003390468,0.0000971062,0.0003686537,0.0001694525,0.008747255,0.8305326,0.02193592,0.0009339325,0.1348323],"study_design_scores_gemma":[0.0003977366,0.002039806,0.002457407,0.0000656483,0.0002052623,0.002365149,0.00004368509,0.4476672,0.5250107,0.004299863,0.01534843,0.00009922311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05135275,0.000697528,0.9455432,0.000184548,0.0001858362,0.0001338661,0.00004601077,0.0003757319,0.001480475],"genre_scores_gemma":[0.4612374,0.0004584924,0.534267,0.0002924402,0.000180584,0.0002135322,0.0001314839,0.00003057839,0.003188585],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001139675,"threshold_uncertainty_score":0.003812551,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Fei Yuan","is_ca":true},{"name":"A. Opal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214911800833348,"gpt":0.2302619825239083,"spread":0.2181128645155749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003529865,0.0002288416,0.0002507707,0.0004524217,0.0002458169,0.0004393474,0.0003213223,0.0002837491,0.00157405],"category_scores_gemma":[0.001486375,0.0001143524,0.0001983922,0.000371869,0.0006358987,0.0008092645,0.0002981716,0.0004878162,0.0001549815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627154,"about_ca_system_score_gemma":0.0002984893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007848622,"about_ca_topic_score_gemma":0.0007980646,"domain_scores_codex":[0.9998133,0.00005275854,0.000006328065,0.00002908623,0.00008375057,0.00001477188],"domain_scores_gemma":[0.9996108,0.0002309603,0.00004293281,0.00002272488,0.00007740608,0.00001510148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009323373,0.00005244793,0.0006638223,0.00008598666,0.00001677603,0.0001196095,0.0001415546,0.3436719,0.01979842,0.4852705,0.0007780663,0.1493077],"study_design_scores_gemma":[0.000004847712,0.0000239974,0.00008781979,0.000003966448,0.000003124538,0.00004095482,0.000009463512,0.921213,0.00239506,0.07456842,0.001643485,0.000005813383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0160416,0.0001420578,0.9818395,0.00005965161,0.00002295628,0.000008604716,0.00001070983,0.0001303806,0.001744491],"genre_scores_gemma":[0.677342,0.0004612271,0.3156783,0.0001022205,0.000068242,0.00006122986,0.00009424593,0.00007009321,0.006122426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00157405,"threshold_uncertainty_score":0.005265713,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Hassan Ali","is_ca":false},{"name":"Arnaud Doucet","is_ca":true},{"name":"Dino Isa Amshah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01841263252581033,"gpt":0.2646679917030618,"spread":0.2462553591772515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001456759,0.0009517795,0.0009107136,0.00104689,0.0003388825,0.0005510088,0.001428247,0.00134327,0.001776415],"category_scores_gemma":[0.003143048,0.0003772595,0.0007345249,0.000753499,0.0008915446,0.001027508,0.001011523,0.001061703,0.0005703763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946902,"about_ca_system_score_gemma":0.001101689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713173,"about_ca_topic_score_gemma":0.002163191,"domain_scores_codex":[0.9992936,0.0002250598,0.00002979442,0.0001519518,0.0002532207,0.00004634876],"domain_scores_gemma":[0.9993438,0.0003513968,0.00007128139,0.00007825034,0.0001342614,0.00002106795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008625843,0.00006668804,0.0007703573,0.0001165208,0.00009223184,0.00009741028,0.0001819779,0.732411,0.0133519,0.02903377,0.001540227,0.2222517],"study_design_scores_gemma":[0.00003038277,0.00005780458,0.000124648,0.00001146529,0.00001718128,0.00006217581,0.00001215477,0.9897441,0.002803448,0.004964875,0.002157402,0.0000144253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004364491,0.00007767638,0.9946291,0.00004801709,0.00001974928,0.00002755134,0.00001577616,0.0002779934,0.0005397146],"genre_scores_gemma":[0.0987268,0.0001862907,0.8980792,0.0001498819,0.00003933097,0.0001694647,0.0001409906,0.0001349403,0.002373127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002713173,"threshold_uncertainty_score":0.007704139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021501173","doi":"10.1109/tcsi.2006.883863","title":"Partial-Update &lt;formula formulatype=\"inline\"&gt;&lt;tex&gt;${L}_{\\infty}$&lt;/tex&gt; &lt;/formula&gt;-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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"Abhishek Tandon","is_ca":true},{"name":"M. N. S. Swamy","is_ca":true},{"name":"M. Omair Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01707647105070689,"gpt":0.2526885087478379,"spread":0.235612037697131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000499737,0.001203511,0.0009198551,0.0005421013,0.0004673579,0.001466076,0.001479289,0.0008322527,0.03003206],"category_scores_gemma":[0.002360396,0.0004660019,0.0006965798,0.0007897094,0.0004430972,0.001278859,0.0009597606,0.001075608,0.01118193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378611,"about_ca_system_score_gemma":0.00136787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004798379,"about_ca_topic_score_gemma":0.008884425,"domain_scores_codex":[0.9995585,0.00006265786,0.00003670673,0.00009235468,0.0002041146,0.00004569683],"domain_scores_gemma":[0.9991989,0.0002172286,0.00006790285,0.0002247134,0.0002596288,0.00003162809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001814392,0.00007192995,0.0006378724,0.0002664968,0.00005649498,0.00009129012,0.0001204878,0.08046843,0.02273331,0.03580191,0.02711077,0.8324596],"study_design_scores_gemma":[0.0000357133,0.00004901534,0.0003157464,0.00001992759,0.00002038423,0.0001151752,0.00002185918,0.9343978,0.02344428,0.00829748,0.03325367,0.00002906545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002741837,0.0001521684,0.9897608,0.0001258606,0.0001073549,0.00007086268,0.0001458735,0.002668247,0.004227074],"genre_scores_gemma":[0.06495502,0.0003299879,0.9083301,0.0001801949,0.00009505473,0.0002731405,0.001020654,0.001045194,0.02377055],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03003206,"threshold_uncertainty_score":0.1004673,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Wu-Sheng Lu","is_ca":true},{"name":"A. Antoniou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04603989608381209,"gpt":0.2625589713840027,"spread":0.2165190753001906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030885,0.0003931833,0.0003352261,0.0002193546,0.0001573821,0.0003839365,0.0007078056,0.000607233,0.00161018],"category_scores_gemma":[0.0007960519,0.0003008922,0.0002957721,0.0001987269,0.0002925782,0.0004091714,0.0003720529,0.0004376756,0.0006030144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731341,"about_ca_system_score_gemma":0.0004044923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003773666,"about_ca_topic_score_gemma":0.0008113288,"domain_scores_codex":[0.9998322,0.00003506963,0.00001079991,0.00003885877,0.00006637161,0.0000166557],"domain_scores_gemma":[0.999817,0.00004913877,0.0000263182,0.00002825987,0.0000679479,0.00001144069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002122726,0.00005496776,0.0006007029,0.0003104369,0.00009637902,0.0002449212,0.0002005199,0.2342708,0.3546764,0.03234268,0.002149326,0.3748405],"study_design_scores_gemma":[0.00005859571,0.0001613003,0.0005703346,0.00003503818,0.00003689693,0.0002339628,0.00002933245,0.9063045,0.0748063,0.005335083,0.01240055,0.00002811024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007141629,0.0001072474,0.9916741,0.00002411269,0.0000222089,0.00002313873,0.0000174403,0.0001485536,0.0008414409],"genre_scores_gemma":[0.1531749,0.0002540302,0.8442101,0.00008496976,0.00002474398,0.0002039094,0.00007115473,0.00004178808,0.001934369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00161018,"threshold_uncertainty_score":0.005386651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}