{"meta":{"query_hash":"ca4e701d2add","filters":{"venue":"Journal of the Franklin Institute"},"cohort_total":84,"direct_labels_cover":0,"predictions_cover":84,"exported":84,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ca4e701d2add","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Franklin+Institute"},"results":[{"id":"W1969898186","doi":"10.1016/j.jfranklin.2005.09.005","title":"Multi-layer self-organizing polynomial neural networks and their development with the use of genetic algorithms","year":2005,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministry of Economy","keywords":"Artificial neural network; Genetic algorithm; Computer science; Algorithm; Layer (electronics); Polynomial; Development (topology); Artificial intelligence; Mathematics; Machine learning; Materials science; Nanotechnology","score_opus":0.034706062788815994,"score_gpt":0.2295474382526359,"score_spread":0.1948413754638199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969898186","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48152858,0.000561015,0.5135166,0.0037824532,0.0003997361,0.00019289598,6.2589464e-7,0.000014595795,0.0000035053392],"genre_scores_gemma":[0.79999846,0.000067965084,0.19889735,0.00062273204,0.00037272775,0.000003650212,8.959175e-8,0.000007503382,0.000029500668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911696,0.000048254104,0.00035698424,0.00012704424,0.00017795675,0.00017283153],"domain_scores_gemma":[0.99907064,0.00007775629,0.00037140856,0.0003002996,0.000112057416,0.000067847264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001832127,0.00013139672,0.00016684971,0.000035425426,0.00029366193,0.00012831046,0.00080851704,0.000039534956,0.0000010925046],"category_scores_gemma":[0.00000723014,0.000058667196,0.00006309471,0.00026931,0.000102768434,0.0004259565,0.00022647351,0.00029573156,5.9592026e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028721743,0.00018419704,0.0027370695,0.000008236015,0.00019623106,0.000010065731,0.002060364,0.7666734,0.0016699255,0.00015782095,0.002447897,0.2238261],"study_design_scores_gemma":[0.00067927706,0.000053460473,0.029309126,0.000049186707,0.000031429263,0.0003746618,0.000017748222,0.88761055,0.0015279327,0.000007197558,0.08019215,0.00014725761],"about_ca_topic_score_codex":0.000008068412,"about_ca_topic_score_gemma":0.00004664867,"teacher_disagreement_score":0.3184699,"about_ca_system_score_codex":0.000026801987,"about_ca_system_score_gemma":0.00008412326,"threshold_uncertainty_score":0.23923787},"labels":[],"label_agreement":null},{"id":"W1970260435","doi":"10.1016/j.jfranklin.2012.03.001","title":"Probability of outlier analysis in weak GPS signal acquisition","year":2012,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"GNSS positioning and interference","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Outlier; Global Positioning System; GPS signals; SIGNAL (programming language); Computer science; Anomaly detection; Monte Carlo method; Range (aeronautics); Set (abstract data type); Detector; Assisted GPS; Algorithm; Statistics; Data mining; Artificial intelligence; Mathematics; Engineering; Telecommunications","score_opus":0.018624912455376844,"score_gpt":0.22905125376441696,"score_spread":0.21042634130904012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970260435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98282176,0.00035993112,0.012281334,0.000064059954,0.0008841723,0.000064516185,0.0000046308837,0.00000954213,0.0035100225],"genre_scores_gemma":[0.99881864,0.000015056181,0.0009665311,0.000016168595,0.00014108037,0.0000020805528,8.1257025e-7,0.0000047878534,0.000034831923],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9991603,0.000045859833,0.000433298,0.00004215703,0.0001857193,0.00013266415],"domain_scores_gemma":[0.9995606,0.000023461538,0.00013981668,0.00014706394,0.000083041545,0.000046050227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004959297,0.000076811346,0.00021997742,0.00016695267,0.000026931242,0.000011442326,0.00020395688,0.000056242112,0.000066507695],"category_scores_gemma":[0.000033136057,0.000053126972,0.00020232232,0.00040146112,0.00005760748,0.0003627997,0.000020883192,0.00024408,0.0000049709565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006685255,0.00031102847,0.24809071,0.000103526065,0.0007090722,0.0000017136933,0.0014691233,0.7325844,0.012511944,0.0015849067,0.0008539495,0.0017127807],"study_design_scores_gemma":[0.00092243525,0.0001152711,0.9324872,0.00048634372,0.0008026818,0.000056825822,0.00010919823,0.025439624,0.034124374,0.0024018064,0.0027746167,0.00027961694],"about_ca_topic_score_codex":0.000018285285,"about_ca_topic_score_gemma":0.000017799995,"teacher_disagreement_score":0.7071448,"about_ca_system_score_codex":0.000080528516,"about_ca_system_score_gemma":0.000020038982,"threshold_uncertainty_score":0.21664551},"labels":[],"label_agreement":null},{"id":"W1973091847","doi":"10.1016/j.jfranklin.2006.08.001","title":"A time-varying stochastic framework for modeling wireless channels","year":2006,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Satellite Communication Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Wireless; Computer network; Telecommunications","score_opus":0.029446273532324492,"score_gpt":0.2559435037745805,"score_spread":0.22649723024225604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973091847","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11342255,0.0032949268,0.87880105,0.00020614915,0.0036092217,0.00031594772,0.0000054147267,0.00006434951,0.0002804131],"genre_scores_gemma":[0.987502,0.00005258892,0.01110897,0.00004166166,0.0011675226,0.000020878686,0.0000015332001,0.000038644434,0.00006619306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884385,0.000032216572,0.0006163872,0.00007237234,0.0002402521,0.00019495242],"domain_scores_gemma":[0.9990188,0.00016532191,0.00020089824,0.00039847428,0.00017021892,0.000046299534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384572,0.00014153487,0.00027256206,0.00010921158,0.00014662545,0.00006360355,0.0006822346,0.000114920964,0.000006421753],"category_scores_gemma":[0.000096957265,0.00010759632,0.0002131639,0.00020637401,0.00004526646,0.00025058948,0.000047072994,0.00037155658,0.000017405693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014523351,0.000014068187,0.000007979437,0.00003763992,0.00005213999,0.0000011146001,0.00019829086,0.99578947,0.0013355287,0.0013061021,0.00016284763,0.0010802886],"study_design_scores_gemma":[0.00041169795,0.000012754425,0.000005974531,0.00069539394,0.000041445706,0.00006742721,0.00002558605,0.98697734,0.000642735,0.007114109,0.00386122,0.00014432677],"about_ca_topic_score_codex":0.000009004511,"about_ca_topic_score_gemma":0.0000019798078,"teacher_disagreement_score":0.87407947,"about_ca_system_score_codex":0.000099555924,"about_ca_system_score_gemma":0.000040293122,"threshold_uncertainty_score":0.43876508},"labels":[],"label_agreement":null},{"id":"W1974228091","doi":"10.1016/j.jfranklin.2009.03.006","title":"Generic two-degree-of-freedom linear and fuzzy controllers for integral processes","year":2009,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Control Systems in Engineering","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Control theory (sociology); Overshoot (microwave communication); Settling time; Fuzzy logic; Fuzzy control system; Servo; Servomechanism; Controller (irrigation); Degree (music); Stability (learning theory); Variable (mathematics); Control engineering; Computer science; Mathematics; Control (management); Engineering; Step response; Artificial intelligence; Physics","score_opus":0.018581407399190668,"score_gpt":0.23411514916931525,"score_spread":0.21553374177012458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974228091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6230518,0.03498429,0.32302478,0.0011429042,0.013515935,0.0016804094,0.00004730729,0.00019445039,0.002358115],"genre_scores_gemma":[0.9874297,0.00015278952,0.011362329,0.000025455518,0.0009488674,0.0000085612455,3.917742e-7,0.000020843556,0.000051093335],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893683,0.000013684843,0.0005810934,0.000078242025,0.00019908318,0.00019108668],"domain_scores_gemma":[0.9992391,0.00009522488,0.0002043307,0.00018265168,0.00020737472,0.00007130401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003468006,0.0001712406,0.00043848573,0.00012938291,0.00005316944,0.0000246457,0.00035956886,0.00007021196,0.0000014371534],"category_scores_gemma":[0.00036691298,0.00011629593,0.00017323757,0.00020342295,0.00005981451,0.00023831574,0.00001885511,0.00025168207,5.328132e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009429101,0.000020938069,0.00015368701,0.00022698333,0.0002018616,0.000006108501,0.00020947699,0.97298294,0.010932471,0.00053831434,0.0005605819,0.01407236],"study_design_scores_gemma":[0.020053394,0.0007741537,0.004159232,0.002296738,0.00078219024,0.0009010416,0.00020993373,0.8603157,0.008352246,0.0030456665,0.0980575,0.0010522223],"about_ca_topic_score_codex":0.0000070009173,"about_ca_topic_score_gemma":0.000022830729,"teacher_disagreement_score":0.36437786,"about_ca_system_score_codex":0.000053543692,"about_ca_system_score_gemma":0.00006729307,"threshold_uncertainty_score":0.47424105},"labels":[],"label_agreement":null},{"id":"W1974484534","doi":"10.1016/j.jfranklin.2014.08.014","title":"On the method of energy shaping via static output feedback for stabilization of mechanical systems","year":2014,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Output feedback; Control theory (sociology); Energy (signal processing); Mechanical system; Computer science; Control engineering; Engineering; Mechanical engineering; Physics; Control (management); Artificial intelligence","score_opus":0.02053864464751039,"score_gpt":0.23642357155845364,"score_spread":0.21588492691094324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974484534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05664228,0.00015751089,0.9406167,0.00033245113,0.0018008053,0.0002810608,0.00001318939,0.000010120764,0.00014587064],"genre_scores_gemma":[0.99762607,0.00000930992,0.0021219032,0.0000349686,0.00016008544,0.000010809212,7.0274314e-7,0.000014077461,0.000022085715],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983907,0.00020826391,0.0008474487,0.000077060504,0.00034267746,0.00013384705],"domain_scores_gemma":[0.9981653,0.0009122434,0.00040007703,0.00025823902,0.0002175105,0.000046597503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016810201,0.000117355514,0.0004536737,0.000055802397,0.000056081524,0.000016985547,0.00037396463,0.00007693419,0.000004769026],"category_scores_gemma":[0.0006571691,0.000063671534,0.00027196822,0.00011965177,0.000051825096,0.000086836655,0.000024479592,0.0001509862,4.3786915e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120389144,0.000065320455,0.00004177262,0.00055241754,0.00023368426,2.1239276e-7,0.00020802664,0.9047577,0.01735844,0.06847556,0.0001602084,0.008026277],"study_design_scores_gemma":[0.0007225075,0.00017748935,0.00015076845,0.0003729524,0.00008270713,0.0000096826425,0.00004792665,0.9825627,0.0019127054,0.0103122,0.003566345,0.000082001636],"about_ca_topic_score_codex":0.000061464816,"about_ca_topic_score_gemma":0.00006358853,"teacher_disagreement_score":0.9409838,"about_ca_system_score_codex":0.00006235321,"about_ca_system_score_gemma":0.00002768704,"threshold_uncertainty_score":0.259645},"labels":[],"label_agreement":null},{"id":"W1979493360","doi":"10.1016/j.jfranklin.2004.10.002","title":"A fast exact weighted subband adaptive algorithm and its application to mono and stereo acoustic echo cancellation","year":2004,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Adaptive Filtering Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Algorithm; Sample matrix inversion; Computer science; Sample (material); Adaptive filter; Inversion (geology); Signal processing; Echo (communications protocol); Covariance matrix; Digital signal processing","score_opus":0.009652264343098403,"score_gpt":0.22798666875094722,"score_spread":0.21833440440784882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979493360","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19986932,0.0005572863,0.7987543,0.00009803166,0.00026325087,0.0003161275,0.000013547293,0.000052575837,0.000075567994],"genre_scores_gemma":[0.93603677,0.00031724852,0.063386805,0.00003472946,0.00016868881,0.000015532345,6.097412e-7,0.000019412697,0.000020214207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993597,0.000011486695,0.00025271781,0.00010671275,0.00014463445,0.00012470532],"domain_scores_gemma":[0.99956644,0.000018706834,0.00011726774,0.00011942277,0.00009349337,0.00008467292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011147776,0.00013699576,0.00017717067,0.00010071683,0.00007821822,0.00002460023,0.00013844711,0.00006062617,0.0000013038158],"category_scores_gemma":[0.000018939141,0.000106107116,0.000032600055,0.0001501879,0.00003630555,0.00033823162,0.000047216654,0.00022477822,0.000001672244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098395816,0.00003478237,0.00013447077,0.000064907756,0.000107609165,0.0000206808,0.0010996844,0.7670463,0.120035894,0.00051462045,0.00008456211,0.110758096],"study_design_scores_gemma":[0.0048019006,0.00094312284,0.02454,0.002200201,0.0003565869,0.00089346117,0.00023520028,0.5909349,0.33042797,0.023968125,0.019285146,0.0014134445],"about_ca_topic_score_codex":0.000012344377,"about_ca_topic_score_gemma":0.000024862757,"teacher_disagreement_score":0.73616743,"about_ca_system_score_codex":0.00017090712,"about_ca_system_score_gemma":0.00002567324,"threshold_uncertainty_score":0.43269226},"labels":[],"label_agreement":null},{"id":"W1987217601","doi":"10.1016/j.jfranklin.2010.12.006","title":"New results on BIBO stability analysis for a class of neutral delay systems","year":2010,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Program for New Century Excellent Talents in University; National Natural Science Foundation of China","keywords":"BIBO stability; Stability (learning theory); Class (philosophy); Mathematics; Control theory (sociology); Computer science; Artificial intelligence; Physics; Control (management); Machine learning; Nonlinear system","score_opus":0.020142366815430822,"score_gpt":0.2365081501315779,"score_spread":0.21636578331614706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987217601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94772816,0.00031543686,0.040595654,0.0004257301,0.008952202,0.0005636931,0.00012038888,0.000029476703,0.0012692458],"genre_scores_gemma":[0.99850243,0.000007980003,0.00064182316,0.000028953455,0.0007297358,0.000009572715,0.0000015593364,0.000012732483,0.00006518962],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981659,0.00006333641,0.0010931544,0.00013105429,0.00033804745,0.00020848721],"domain_scores_gemma":[0.99823844,0.0003309919,0.0004369254,0.00057628436,0.00028657596,0.000130807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013813975,0.00016564236,0.0006074896,0.00020855096,0.00007052667,0.000043690397,0.00055858685,0.00015754634,0.00000633434],"category_scores_gemma":[0.0004361462,0.000107509404,0.0007149536,0.0005471874,0.00007779376,0.00019289753,0.000018110062,0.00048193918,0.0000015449548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009835133,0.00008783894,0.0035351599,0.00020140046,0.0016574691,0.0000042488177,0.0005472474,0.97558427,0.011361662,0.0031801,0.002012962,0.0008441055],"study_design_scores_gemma":[0.01964823,0.0016175497,0.049647637,0.0009036716,0.0054073404,0.00018031457,0.0007912935,0.49203798,0.026594406,0.0030541744,0.39874032,0.0013770593],"about_ca_topic_score_codex":0.00023718871,"about_ca_topic_score_gemma":0.0009685696,"teacher_disagreement_score":0.4835463,"about_ca_system_score_codex":0.000080109625,"about_ca_system_score_gemma":0.00015636644,"threshold_uncertainty_score":0.43841064},"labels":[],"label_agreement":null},{"id":"W2000155136","doi":"10.1016/j.jfranklin.2014.04.018","title":"Powertrain architectures of electrified vehicles: Review, classification and comparison","year":2014,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":168,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Powertrain; Electrification; Automotive engineering; Computer science; Work (physics); Electric vehicle; Power (physics); Electricity; Engineering; Electrical engineering; Torque; Mechanical engineering","score_opus":0.02125721633536427,"score_gpt":0.285582439955627,"score_spread":0.26432522362026273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000155136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9234293,0.017027486,0.05406092,0.0027933493,0.0006840915,0.0004006922,0.000004044165,0.00008084184,0.001519286],"genre_scores_gemma":[0.9953172,0.002099876,0.0024101774,0.00008681504,0.000052848878,0.0000032794023,3.2995786e-7,0.000009925351,0.000019503763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991155,0.00004945165,0.00041441765,0.000060992323,0.0002325119,0.00012711792],"domain_scores_gemma":[0.9993789,0.00009003433,0.00018234334,0.00024179593,0.0000752139,0.00003170675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043489345,0.00008600245,0.00026059803,0.000101360514,0.000038866623,0.00000866706,0.00039700186,0.000060562325,0.0000042841884],"category_scores_gemma":[0.00049839454,0.000055815963,0.00006877077,0.00018871881,0.00015986933,0.00005669356,0.000035756606,0.0004913972,0.0000014061117],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011195343,0.00010946427,0.007064166,0.0022101272,0.00026253334,0.0000052472756,0.00032453806,0.06694493,0.3631764,0.0026711235,0.01609577,0.54102373],"study_design_scores_gemma":[0.0033173244,0.0008931169,0.11726521,0.007590461,0.00027148603,0.00046374297,0.00018965581,0.113113664,0.3047844,0.020439174,0.43080118,0.00087059976],"about_ca_topic_score_codex":0.0000013345368,"about_ca_topic_score_gemma":0.0000047749563,"teacher_disagreement_score":0.54015315,"about_ca_system_score_codex":0.000033638218,"about_ca_system_score_gemma":0.000017646566,"threshold_uncertainty_score":0.22761089},"labels":[],"label_agreement":null},{"id":"W2001069173","doi":"10.1016/s0016-0032(00)00021-1","title":"A new forced LMS-based adaptive algorithm utilizing the principle of potential energy","year":2000,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Adaptive Filtering Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Energy (signal processing); Algorithm; Mathematics","score_opus":0.012393010005467914,"score_gpt":0.23340966979773622,"score_spread":0.2210166597922683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001069173","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02176539,0.0005151957,0.9747991,0.000131547,0.0009714881,0.0001659556,0.000014102463,0.00009359033,0.0015436467],"genre_scores_gemma":[0.84664285,0.000116929325,0.15222163,0.000090761474,0.00045018413,0.000006650982,7.909263e-7,0.000037666836,0.00043250842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988041,0.00004229435,0.0005051005,0.000093262315,0.0003442394,0.00021099065],"domain_scores_gemma":[0.99922943,0.00004103061,0.00021771551,0.0003398489,0.000099739314,0.00007224753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020398165,0.00018289998,0.00027845034,0.00008330826,0.00010328459,0.000019113375,0.00068649993,0.000079882135,0.00008367517],"category_scores_gemma":[0.000029298822,0.00011277743,0.0002771958,0.00022853166,0.00011622785,0.0002736186,0.00005240532,0.00036466794,0.0000021494548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013133585,0.000028048267,0.000010035409,0.0000141602095,0.0001715759,0.000029855968,0.000090945396,0.86434203,0.011747553,0.0033829678,0.00082365464,0.11922784],"study_design_scores_gemma":[0.001955728,0.0003593082,0.0008029662,0.00077312137,0.00019556435,0.0002623852,0.000042118492,0.4068997,0.2478717,0.0081016645,0.3322626,0.00047317133],"about_ca_topic_score_codex":0.00003275452,"about_ca_topic_score_gemma":0.000009344678,"teacher_disagreement_score":0.8248775,"about_ca_system_score_codex":0.0000946025,"about_ca_system_score_gemma":0.00011283368,"threshold_uncertainty_score":0.45989302},"labels":[],"label_agreement":null},{"id":"W2008758058","doi":"10.1016/j.jfranklin.2011.12.005","title":"Stability criteria of a class of nonlinear impulsive switching systems with time-varying delays","year":2011,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Nonlinear system; Stability (learning theory); Class (philosophy); Lyapunov function; Computer science; Mathematics; Control (management); Artificial intelligence; Physics","score_opus":0.02628509337259743,"score_gpt":0.23303446618756338,"score_spread":0.20674937281496594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008758058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6633988,0.00017756276,0.33470622,0.00010855273,0.0010905359,0.00021981132,0.000004912612,0.000009695897,0.0002839283],"genre_scores_gemma":[0.97645926,0.00001281832,0.023364553,0.00003063282,0.00011860225,0.0000015133231,3.4032908e-7,0.000006525786,0.000005763221],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824935,0.00020164564,0.00081405387,0.00015475768,0.00041571056,0.00016446544],"domain_scores_gemma":[0.9976961,0.00009619158,0.0010512926,0.00051360915,0.0005779356,0.000064864966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092444674,0.00012963884,0.0003903291,0.00007409034,0.00010780475,0.000036242287,0.0010093144,0.00006678154,0.000011900667],"category_scores_gemma":[0.00011448473,0.0000781521,0.00014791572,0.0004034809,0.00015023017,0.0009417615,0.00018409535,0.0002821249,0.0000011056993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047545303,0.0050102267,0.1042404,0.004531406,0.00240359,0.0003858445,0.07777401,0.37539276,0.35051742,0.03319036,0.00062057935,0.041178852],"study_design_scores_gemma":[0.0026053782,0.0015636693,0.0074703684,0.0020326024,0.00021518668,0.00070102984,0.00025790345,0.89680564,0.08411858,0.0031421199,0.00058436627,0.0005031287],"about_ca_topic_score_codex":0.00010053823,"about_ca_topic_score_gemma":0.000019843716,"teacher_disagreement_score":0.5214129,"about_ca_system_score_codex":0.000057290585,"about_ca_system_score_gemma":0.00023011422,"threshold_uncertainty_score":0.31869504},"labels":[],"label_agreement":null},{"id":"W2013330433","doi":"10.1016/j.jfranklin.2008.04.010","title":"A multi-dimensional transfer function approach to photo-acoustic signal analysis","year":2008,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transfer function; Acoustics; SIGNAL (programming language); Computer science; Function (biology); Physics; Engineering; Electrical engineering","score_opus":0.017552227763003074,"score_gpt":0.20570946791749012,"score_spread":0.18815724015448704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013330433","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3162889,0.0002092791,0.68174416,0.00002181669,0.001094535,0.00013319413,0.0000101991445,0.000033828564,0.00046407778],"genre_scores_gemma":[0.9910709,0.000023227294,0.008188486,0.0002794178,0.00024916578,0.000008798594,0.000002298838,0.000020925767,0.00015675422],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868923,0.000030424939,0.0004634298,0.00012837892,0.00043816783,0.00025034318],"domain_scores_gemma":[0.9994274,0.000040039366,0.000053975364,0.00019553711,0.00013373129,0.00014933698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027173027,0.00018511568,0.00035946319,0.000283503,0.00019736786,0.000022608714,0.00030387187,0.00007366007,0.00006678876],"category_scores_gemma":[0.000042220094,0.00012934065,0.00041389655,0.0007903277,0.00008555249,0.00025263094,0.000019184612,0.00044910208,0.0000122001165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000525675,0.000089632405,0.00035165815,0.0000179458,0.000704194,0.000020912987,0.00031926727,0.9531434,0.044099584,0.000008180323,0.001005914,0.00018674126],"study_design_scores_gemma":[0.0015756753,0.00006444117,0.018811597,0.00007553201,0.0019310194,0.00079339446,0.00007584315,0.9675979,0.004102218,0.000024935558,0.004589343,0.00035811734],"about_ca_topic_score_codex":0.000019814805,"about_ca_topic_score_gemma":0.000008774995,"teacher_disagreement_score":0.67478204,"about_ca_system_score_codex":0.00010786006,"about_ca_system_score_gemma":0.00009593408,"threshold_uncertainty_score":0.52743584},"labels":[],"label_agreement":null},{"id":"W2019989461","doi":"10.1016/j.jfranklin.2014.11.021","title":"Distributed formation control of networked Euler–Lagrange systems with fault diagnosis","year":2014,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Trajectory; Nonlinear system; Bounded function; Workspace; Fault (geology); Computer science; Noise (video); Tracking (education); Fault tolerance; Control engineering; Control (management); Mathematics; Engineering; Distributed computing; Artificial intelligence","score_opus":0.011353518631305121,"score_gpt":0.20864618200044796,"score_spread":0.19729266336914283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019989461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02917516,0.0006046572,0.96423775,0.001180497,0.003976947,0.00057801406,0.000059370046,0.000038111077,0.00014951728],"genre_scores_gemma":[0.99844784,0.000031110067,0.0009031662,0.00010678079,0.0004348123,0.000043115255,0.0000059670897,0.000010665163,0.00001653565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971443,0.00039086532,0.0011105646,0.00017575576,0.0008593607,0.00031918834],"domain_scores_gemma":[0.9961775,0.00032855276,0.0019480741,0.0007021307,0.0006990817,0.00014464842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396675,0.000228262,0.0006342083,0.00012553483,0.00017736139,0.00019586606,0.0018390167,0.00011214424,0.0000019370784],"category_scores_gemma":[0.00035097575,0.00013325007,0.00026902495,0.00058101455,0.0001163065,0.0013515853,0.00009257439,0.00030659366,0.000008653977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052472664,0.000600966,0.02354615,0.000462393,0.0012021059,0.00006196542,0.0008130542,0.9094347,0.001318939,0.032659028,0.01205699,0.017318996],"study_design_scores_gemma":[0.009685204,0.0005327334,0.012790927,0.0015775673,0.00033968236,0.00042621238,0.00006282878,0.86152804,0.00076677074,0.00025711695,0.11160723,0.00042570702],"about_ca_topic_score_codex":0.00008319326,"about_ca_topic_score_gemma":0.0000324445,"teacher_disagreement_score":0.9692727,"about_ca_system_score_codex":0.0001202901,"about_ca_system_score_gemma":0.00010325138,"threshold_uncertainty_score":0.543378},"labels":[],"label_agreement":null},{"id":"W2029929198","doi":"10.1016/j.jfranklin.2009.07.002","title":"Cyclic DNA codes over the ring <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si1.gif\" overflow=\"scroll\"><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mo stretchy=\"false\">[</mml:mo><mml:mi>u</mml:mi><mml:mo stretchy=\"false\">]</mml:mo><mml:mo>/</mml:mo><mml:mo stretchy=\"false\">(</mml:mo><mml:msup><mml:mrow><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>-</mml:mo><mml:mn>1</mml:mn><mml:mo stretchy=\"false\">)</mml:mo></mml:math> based on the deletion distance","year":2009,"lang":"lv","type":"article","venue":"Journal of the Franklin Institute","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Ring (chemistry); Set (abstract data type); Mathematics; DNA; Similarity (geometry); Minimum distance; Combinatorics; Genetics; Discrete mathematics; Computer science; Biology; Artificial intelligence; Chemistry; Image (mathematics)","score_opus":0.0160574690519091,"score_gpt":0.2378533661460158,"score_spread":0.2217958970941067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029929198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6921914,0.0070293555,0.0027497786,0.0035538839,0.009654577,0.00028299217,0.0024363503,0.00081056094,0.28129107],"genre_scores_gemma":[0.962236,0.0066982387,0.0038705834,0.0068232636,0.009882272,0.0029254525,0.004233356,0.002842306,0.0004885505],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9640849,0.0030176418,0.007901701,0.0066749253,0.0092975525,0.00902326],"domain_scores_gemma":[0.9717763,0.0054343203,0.0101101175,0.0070461314,0.0011809135,0.0044522197],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.008771225,0.0040720464,0.0016318362,0.0021338763,0.0075157844,0.0064990576,0.011189177,0.009794826,0.3242693],"category_scores_gemma":[0.008164596,0.0069630276,0.009077261,0.004813797,0.0076576867,0.0032970307,0.0073733674,0.008695007,0.0032101024],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00946534,0.0019471619,0.000105968604,0.0028675455,0.008613097,0.0048228716,0.003231435,0.014523571,0.018311003,0.3760425,0.5495569,0.0105125755],"study_design_scores_gemma":[0.007384841,0.007128296,0.00026302395,0.0048790537,0.006369747,0.00575434,0.0044885376,0.021993011,0.9134761,0.0030049062,0.018632758,0.006625396],"about_ca_topic_score_codex":0.0045826356,"about_ca_topic_score_gemma":0.005283067,"teacher_disagreement_score":0.8951651,"about_ca_system_score_codex":0.00013217656,"about_ca_system_score_gemma":0.0058852253,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W2031237518","doi":"10.1016/j.jfranklin.2013.05.031","title":"Robust cooperative control for a group of mobile robots with quantized information exchange","year":2013,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Mobile robot; Trajectory; Backstepping; Centroid; Controller (irrigation); Information exchange; Group (periodic table); Computer science; Robot; Control theory (sociology); Graph theory; Graph; Topology (electrical circuits); Control (management); Mathematics; Artificial intelligence; Theoretical computer science; Adaptive control; Combinatorics; Telecommunications","score_opus":0.018103186338360007,"score_gpt":0.2217331640133125,"score_spread":0.2036299776749525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031237518","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024271637,0.0002140334,0.971367,0.000714646,0.0014611165,0.001809745,0.000028837148,0.000018329341,0.00011464397],"genre_scores_gemma":[0.9818249,0.000012144971,0.01748946,0.00026441237,0.00013467656,0.00021711804,0.0000031285851,0.0000064655637,0.000047690428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983435,0.00010699845,0.0007934296,0.00010286379,0.00044078106,0.0002124111],"domain_scores_gemma":[0.9971316,0.00013265393,0.0012151327,0.00037459293,0.0010608636,0.000085198226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006723843,0.00015761069,0.00044607744,0.00012522559,0.00013198482,0.00018530019,0.0010916985,0.00006974801,0.000009403469],"category_scores_gemma":[0.0001647262,0.00008870803,0.00019094933,0.0003090777,0.00009291262,0.003110738,0.00006680125,0.00017154502,0.0000128154525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011160499,0.0007329903,0.0018609143,0.00052018574,0.0016142672,0.000014754917,0.0054881033,0.8881765,0.010503039,0.038460545,0.015771452,0.035741176],"study_design_scores_gemma":[0.038790382,0.0028877598,0.008607294,0.0011584834,0.0003168658,0.00032493932,0.0005062034,0.8918895,0.0029543126,0.00069940323,0.051148273,0.00071656465],"about_ca_topic_score_codex":0.00009004914,"about_ca_topic_score_gemma":0.000028683613,"teacher_disagreement_score":0.95755327,"about_ca_system_score_codex":0.0000668587,"about_ca_system_score_gemma":0.0001588757,"threshold_uncertainty_score":0.36174086},"labels":[],"label_agreement":null},{"id":"W2039443968","doi":"10.1016/j.jfranklin.2013.02.025","title":"Decentralized asymptotic fault tolerant control of near space vehicle with high order actuator dynamics","year":2013,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Backstepping; Control theory (sociology); Actuator; Fault tolerance; Fault (geology); Reentry; Filter (signal processing); Computer science; Mode (computer interface); Engineering; Control engineering; Control (management); Distributed computing; Adaptive control; Artificial intelligence","score_opus":0.004435406073530143,"score_gpt":0.18342087359664289,"score_spread":0.17898546752311273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039443968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8861733,0.00059029047,0.10945365,0.0011363436,0.0018567869,0.00058468117,0.00002149574,0.000037082216,0.00014634755],"genre_scores_gemma":[0.99096763,0.000033016204,0.0085404795,0.00009423485,0.00022720546,0.000008665008,9.653246e-7,0.000042273998,0.00008555221],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841857,0.00006676758,0.00065952394,0.000100024576,0.0004687192,0.0002863915],"domain_scores_gemma":[0.9984889,0.00009969415,0.00040961365,0.00031833822,0.000546875,0.00013655743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022635715,0.00022827125,0.00059097115,0.000068924644,0.00007632829,0.00006411366,0.00047642158,0.00010767164,0.000052241907],"category_scores_gemma":[0.00012446265,0.00013686664,0.00017835983,0.00024135083,0.00016431138,0.0004338276,0.000026181231,0.00039846296,0.000029584426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029056103,0.00012643693,0.003964285,0.000121373916,0.0012188226,0.000043794294,0.00032763142,0.97856724,0.011058158,0.0010256292,0.00085874397,0.002397294],"study_design_scores_gemma":[0.00883322,0.0002675184,0.015108435,0.00051893597,0.00031962234,0.0001652542,0.0001063969,0.9612368,0.0013368013,0.00013307651,0.0116235865,0.00035035366],"about_ca_topic_score_codex":0.00014543561,"about_ca_topic_score_gemma":0.00009392549,"teacher_disagreement_score":0.104794286,"about_ca_system_score_codex":0.00016721441,"about_ca_system_score_gemma":0.00015261897,"threshold_uncertainty_score":0.558126},"labels":[],"label_agreement":null},{"id":"W2040638822","doi":"10.1016/j.jfranklin.2011.07.015","title":"Developing a road performance index using a Bayesian belief network model","year":2011,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Canadian Natural Resources; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bayesian network; Ranking (information retrieval); Performance indicator; Computer science; Rank (graph theory); Key (lock); Probabilistic logic; Index (typography); Bayesian probability; Data mining; Operations research; Risk analysis (engineering); Artificial intelligence; Engineering; Business; Mathematics; Computer security","score_opus":0.029194212585091056,"score_gpt":0.22208121727321556,"score_spread":0.1928870046881245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040638822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59882295,0.00024750002,0.39457217,0.000016819316,0.004815929,0.00008253971,5.413564e-7,0.000028352035,0.0014131785],"genre_scores_gemma":[0.9394832,0.00009808059,0.05928005,0.00008548947,0.0010055127,0.0000018054915,9.163434e-8,0.000023455565,0.000022310078],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989841,0.0000112123835,0.00042019485,0.00007022235,0.00020574042,0.00030853823],"domain_scores_gemma":[0.9994905,0.0000044918584,0.00016487039,0.00018356089,0.00009831648,0.00005826416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025143343,0.00015782937,0.0002149563,0.00007709137,0.00018409306,0.00002407801,0.00041467944,0.00009111209,0.00000551261],"category_scores_gemma":[0.000017801205,0.00010909665,0.000119835124,0.00021373776,0.000051875235,0.0004659733,0.00006367248,0.0004676046,0.0000016753428],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021851321,0.000003917642,0.0055086915,0.00003559353,0.0000698661,0.000011150057,0.00060520286,0.9867918,0.00030526772,0.0003532766,0.00012831483,0.0061651],"study_design_scores_gemma":[0.0004893859,0.000023860674,0.015813997,0.00087472674,0.00006272576,0.0003010681,0.000039209703,0.97400546,0.0030823166,0.0027194265,0.0023077524,0.00028009858],"about_ca_topic_score_codex":0.000013695142,"about_ca_topic_score_gemma":0.000009570264,"teacher_disagreement_score":0.34066024,"about_ca_system_score_codex":0.00016488829,"about_ca_system_score_gemma":0.000139179,"threshold_uncertainty_score":0.4448832},"labels":[],"label_agreement":null},{"id":"W2042139905","doi":"10.1016/j.jfranklin.2013.01.009","title":"Development of advanced FDD and FTC techniques with application to an unmanned quadrotor helicopter testbed","year":2013,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":236,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quanser (Canada); Concordia University","funders":"Northwestern Polytechnical University; Northwestern University","keywords":"Testbed; Actuator; Fault detection and isolation; Computer science; Control engineering; Fault (geology); Rotor (electric); Engineering; Fault tolerance; Real-time computing; Embedded system; Aerospace engineering; Artificial intelligence; Distributed computing; Electrical engineering","score_opus":0.004929190922084576,"score_gpt":0.21401214825663167,"score_spread":0.2090829573345471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042139905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95718443,0.00007136084,0.04142405,0.00014581489,0.00025035432,0.0006639924,8.209459e-7,0.000045184017,0.0002139812],"genre_scores_gemma":[0.975272,0.000006266366,0.024427269,0.00005713477,0.000077844066,0.00011276824,2.2635719e-7,0.000011341298,0.000035176323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993463,0.0000125570805,0.00034187204,0.00006138449,0.0001540942,0.000083752464],"domain_scores_gemma":[0.9995359,0.000007830581,0.00012609089,0.00014489745,0.000113203365,0.00007208258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014727276,0.00008910693,0.00016708659,0.000078651035,0.000048691898,0.000022632905,0.00015391147,0.00004084621,0.0000044370063],"category_scores_gemma":[0.000012102032,0.00005491212,0.00002751436,0.000115866955,0.000022136684,0.0002599828,0.000013383662,0.00010243012,0.000005507758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011292267,0.000051830888,0.00062470796,0.00010227823,0.00010887672,0.0000011175409,0.0011015345,0.012708019,0.73686844,0.00006707285,0.00015706316,0.24809611],"study_design_scores_gemma":[0.0026345106,0.0006541276,0.02843405,0.0009325961,0.00006842928,0.00020153157,0.0006725475,0.01913734,0.6558517,0.0001810213,0.2906443,0.0005878399],"about_ca_topic_score_codex":0.000017078466,"about_ca_topic_score_gemma":0.00007309928,"teacher_disagreement_score":0.29048723,"about_ca_system_score_codex":0.000042442814,"about_ca_system_score_gemma":0.000025889189,"threshold_uncertainty_score":0.22392513},"labels":[],"label_agreement":null},{"id":"W2049662542","doi":"10.1016/j.jfranklin.2014.09.007","title":"Laplace type integral expressions for a certain three-parameter family of generalized Mittag–Leffler functions with applications involving complete monotonicity","year":2014,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Hrvatska Zaklada za Znanost","keywords":"Mathematics; Monotonic function; Laplace transform; Function (biology); Type (biology); Pure mathematics; Mathematical analysis; Representation (politics); Applied mathematics","score_opus":0.08339620915050146,"score_gpt":0.3147582361945345,"score_spread":0.23136202704403308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049662542","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18393502,0.00009740145,0.8132309,0.0007716714,0.0007256683,0.00084745977,0.00006888103,0.000022193452,0.00030083183],"genre_scores_gemma":[0.8185278,0.000015037129,0.18019615,0.00015235569,0.0003287524,0.00021411358,0.000015504373,0.000034571647,0.0005157085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99838424,0.00013354137,0.0007361056,0.00016112074,0.00038858913,0.00019640938],"domain_scores_gemma":[0.99668413,0.0010190477,0.0008454359,0.00049924833,0.00085957034,0.00009259121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004740474,0.00018946246,0.00041305533,0.00018413809,0.00046084012,0.000038684415,0.0004743399,0.00010815511,0.00003276865],"category_scores_gemma":[0.0011173027,0.000119845776,0.00032935874,0.0003981128,0.0002414214,0.00033083136,0.00007563698,0.00039791223,0.0000059892513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016934122,0.0016733374,0.002638216,0.0002967781,0.0014906835,0.0000011072362,0.00062679226,0.058708474,0.07292383,0.83965623,0.01762708,0.0026640273],"study_design_scores_gemma":[0.0075099412,0.00087790564,0.016151404,0.0012435502,0.0021684861,0.00011140023,0.00046727792,0.12400283,0.0029364517,0.64413583,0.1995302,0.0008647321],"about_ca_topic_score_codex":0.00010822944,"about_ca_topic_score_gemma":0.0005408921,"teacher_disagreement_score":0.6345928,"about_ca_system_score_codex":0.00011119059,"about_ca_system_score_gemma":0.00023376192,"threshold_uncertainty_score":0.4887169},"labels":[],"label_agreement":null},{"id":"W2050469967","doi":"10.1016/j.jfranklin.2013.02.014","title":"Dissipative performance control with output regulation for continuous-time descriptor systems","year":2013,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"National Natural Science Foundation of China","keywords":"Dissipative system; Control theory (sociology); Controller (irrigation); Mathematics; Set (abstract data type); Control (management); Matrix (chemical analysis); Tracking (education); Computer science; Applied mathematics; Physics; Artificial intelligence","score_opus":0.007263130318411816,"score_gpt":0.17231259310927796,"score_spread":0.16504946279086616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050469967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88053596,0.0009918918,0.11123983,0.00039847125,0.003925962,0.0019360556,0.000020982108,0.000060103328,0.00089073816],"genre_scores_gemma":[0.9982022,0.000008678169,0.00038241543,0.00003703739,0.00057951745,0.00012463001,9.626582e-7,0.000020975402,0.00064360554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988301,0.0000501995,0.0005462225,0.0000865951,0.0002819061,0.00020502636],"domain_scores_gemma":[0.9988567,0.000113253314,0.00030388244,0.00022050912,0.0004296913,0.00007592044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040665592,0.00016280693,0.00041700227,0.00005867794,0.00012737574,0.0001000906,0.0002965409,0.00007936911,0.000014934954],"category_scores_gemma":[0.00007936682,0.000093093004,0.00015101675,0.00009113133,0.00008887446,0.0006852658,0.000008018081,0.00018093872,0.00001845424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007937019,0.00008880248,0.014467189,0.00053260464,0.0010675326,0.000003133165,0.0011006397,0.9467697,0.014172922,0.0006209104,0.0099240225,0.01045884],"study_design_scores_gemma":[0.007415855,0.000646349,0.038418096,0.0013924697,0.00030442167,0.00013339365,0.00032399327,0.89940685,0.000956098,0.00024346703,0.05031161,0.00044737916],"about_ca_topic_score_codex":0.000029890789,"about_ca_topic_score_gemma":0.0000051637203,"teacher_disagreement_score":0.117666215,"about_ca_system_score_codex":0.00012927812,"about_ca_system_score_gemma":0.000056214307,"threshold_uncertainty_score":0.37962225},"labels":[],"label_agreement":null},{"id":"W2061233749","doi":"10.1016/s0016-0032(03)00017-6","title":"A frequency domain approach to state estimation","year":2003,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Robustness (evolution); Control theory (sociology); State observer; Frequency domain; Observer (physics); Computer science; Estimation; State (computer science); Mathematics; Algorithm; Artificial intelligence; Engineering; Control (management); Nonlinear system","score_opus":0.00837581729262628,"score_gpt":0.208340897064465,"score_spread":0.19996507977183872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061233749","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38301116,0.00041895363,0.58182883,0.00016105665,0.005885766,0.00034464887,0.0000034411207,0.000060083927,0.028286068],"genre_scores_gemma":[0.9824772,0.000008092367,0.017166149,0.00009390065,0.00009241055,0.0000110497385,1.3878437e-7,0.000012608738,0.00013843236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919593,0.000051835203,0.00035672772,0.000053383665,0.00021690798,0.00012523326],"domain_scores_gemma":[0.9996126,0.000010385192,0.00008923157,0.000156891,0.00005096329,0.00007990643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004034877,0.00009248454,0.00015861032,0.00009028045,0.00006970549,0.000041019357,0.00018901915,0.000040322153,0.000006682271],"category_scores_gemma":[0.00008547871,0.000062038765,0.000109426655,0.00023431255,0.000017671975,0.00019229109,0.0000059609815,0.0002076537,0.000028168082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013001583,0.000038086455,0.0001490764,0.000047078207,0.00011407058,0.00000726417,0.0008224019,0.9780336,0.010662326,0.0049757473,0.0019071338,0.0032301922],"study_design_scores_gemma":[0.008375786,0.00034265706,0.0051783905,0.0007782117,0.00022738041,0.0032282774,0.0008194191,0.25847107,0.018084385,0.06440687,0.6386253,0.001462211],"about_ca_topic_score_codex":0.0000094599345,"about_ca_topic_score_gemma":0.00000999379,"teacher_disagreement_score":0.71956253,"about_ca_system_score_codex":0.00009060622,"about_ca_system_score_gemma":0.000035484118,"threshold_uncertainty_score":0.25298673},"labels":[],"label_agreement":null},{"id":"W2068048725","doi":"10.1016/j.jfranklin.2012.08.016","title":"Comparison principle and stability of differential equations with piecewise constant arguments","year":2012,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piecewise; Constant (computer programming); Mathematics; Stability (learning theory); Mathematical analysis; Applied mathematics; Differential equation; Constant coefficients; Calculus (dental); Computer science","score_opus":0.06066382513328593,"score_gpt":0.33906667607851787,"score_spread":0.27840285094523193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068048725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9162859,0.0001963343,0.081312545,0.0007424086,0.00029606395,0.00017413765,0.0000033406936,0.0000027057897,0.0009865618],"genre_scores_gemma":[0.9984441,0.000015023141,0.001329415,0.00010954114,0.00007152054,0.00000267723,5.9116024e-7,0.0000028703157,0.000024251705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99908245,0.000088218454,0.0004928681,0.000052891242,0.00014064548,0.00014290951],"domain_scores_gemma":[0.99905324,0.00028694383,0.0002989512,0.00013654196,0.000090767506,0.00013352938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068185513,0.00007525102,0.00043633173,0.000026505684,0.0000732127,0.000002279243,0.000073686715,0.00007289107,0.00018096527],"category_scores_gemma":[0.0006601318,0.00003484387,0.000082322455,0.000049661994,0.0007113327,0.00008772629,0.000045626046,0.00026576585,0.0000019428037],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008390315,0.0013408628,0.48709762,0.00019108354,0.00034683623,0.000002856435,0.0005332038,0.00005225798,0.0013273807,0.50792414,0.00005158903,0.00029315756],"study_design_scores_gemma":[0.017716214,0.003748904,0.76484424,0.00216187,0.0049223946,0.0012587854,0.000569626,0.038239773,0.031840406,0.12919854,0.0048568747,0.0006423827],"about_ca_topic_score_codex":0.000002018651,"about_ca_topic_score_gemma":0.0000026693704,"teacher_disagreement_score":0.3787256,"about_ca_system_score_codex":0.000016148508,"about_ca_system_score_gemma":0.000055976765,"threshold_uncertainty_score":0.26209348},"labels":[],"label_agreement":null},{"id":"W2071754954","doi":"10.1016/j.jfranklin.2011.10.010","title":"Joint power control and beamforming codebook design for MISO channels under the outage criterion","year":2011,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Codebook; Beamforming; Power control; Computer science; Power (physics); Transmitter power output; Channel state information; Rayleigh fading; Control theory (sociology); Channel (broadcasting); WSDMA; Wireless; Electronic engineering; Mathematical optimization; Precoding; Telecommunications; Algorithm; Control (management); MIMO; Mathematics; Fading; Engineering; Artificial intelligence","score_opus":0.03663351161167785,"score_gpt":0.23011440621658066,"score_spread":0.1934808946049028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071754954","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006685864,0.0007642722,0.9888424,0.00016569547,0.0026930885,0.0006007872,0.000005059508,0.0000238059,0.00021902352],"genre_scores_gemma":[0.975173,0.00005865408,0.024168607,0.00020497541,0.0002196298,0.000017192797,2.6085752e-7,0.00002951974,0.00012813558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922264,0.000035297366,0.00040525163,0.00006747606,0.000110226465,0.0001591235],"domain_scores_gemma":[0.9994197,0.000061561426,0.00019891502,0.00016220495,0.000109466724,0.000048153786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050932454,0.00012966843,0.0002142612,0.000058011952,0.00015412665,0.000035819885,0.00019376978,0.00006717097,0.0000067240207],"category_scores_gemma":[0.00006725414,0.00007384611,0.00010724401,0.000051821386,0.000067727065,0.00038915817,0.000019714264,0.0001787137,0.0000015470916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111026886,0.00001774103,0.000018445404,0.00005853442,0.00016657215,0.0000044857375,0.00265152,0.9863894,0.008529275,0.00080808933,0.0005897597,0.00065512717],"study_design_scores_gemma":[0.0119302785,0.0008248553,0.0009333303,0.001822334,0.0007666348,0.0013943939,0.002296478,0.8761991,0.04376235,0.0189004,0.039953724,0.0012161145],"about_ca_topic_score_codex":0.0000034954069,"about_ca_topic_score_gemma":0.0000030923704,"teacher_disagreement_score":0.96848714,"about_ca_system_score_codex":0.000056039247,"about_ca_system_score_gemma":0.000024566247,"threshold_uncertainty_score":0.3011357},"labels":[],"label_agreement":null},{"id":"W2074951395","doi":"10.1016/s0016-0032(00)00020-x","title":"On control of a base-excited inverted pendulum using neural networks","year":2000,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Inverted pendulum; Excited state; Artificial neural network; Base (topology); Control theory (sociology); Control (management); Computer science; Physics; Mathematics; Artificial intelligence; Atomic physics; Mathematical analysis; Nonlinear system; Quantum mechanics","score_opus":0.016136845838819063,"score_gpt":0.2170671650624821,"score_spread":0.20093031922366306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074951395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91173923,0.0010802924,0.08230114,0.00019169645,0.003693068,0.00034545295,0.000021127373,0.000041755095,0.00058621657],"genre_scores_gemma":[0.9985751,0.000024992185,0.00031733722,0.0002463159,0.00073968567,0.000001663005,7.2432834e-7,0.00003174767,0.00006246486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984918,0.00011000137,0.0007366602,0.00008753097,0.00034860062,0.00022540228],"domain_scores_gemma":[0.99909073,0.00010507674,0.00029065693,0.0002704427,0.0001492827,0.00009381105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464224,0.00019245369,0.00047786802,0.00012239009,0.00006885539,0.000022427432,0.00042832008,0.0001137214,0.0000993358],"category_scores_gemma":[0.000096295116,0.00013252173,0.0003057207,0.00026302095,0.00009626045,0.00025886978,0.000013966285,0.00052181666,0.0000064266687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019299971,0.000034250017,0.00035296415,0.000016399603,0.0001747618,0.000035230765,0.000040398525,0.9943421,0.0020342977,0.000056069686,0.0005538193,0.002166746],"study_design_scores_gemma":[0.0023125003,0.00009190119,0.0009800417,0.0002425886,0.00010813528,0.00012987245,0.00000792189,0.9926812,0.00018558216,0.000037504225,0.0030959172,0.00012683687],"about_ca_topic_score_codex":0.000020499858,"about_ca_topic_score_gemma":0.000019044315,"teacher_disagreement_score":0.08683582,"about_ca_system_score_codex":0.000095209674,"about_ca_system_score_gemma":0.00004370606,"threshold_uncertainty_score":0.54040796},"labels":[],"label_agreement":null},{"id":"W2076251164","doi":"10.1016/j.jfranklin.2014.12.016","title":"Fault-tolerant filter design with quantized measurements","year":2015,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Quantization (signal processing); Residual; Filter (signal processing); Filter design; Actuator; Offset (computer science); Computer science; Fault detection and isolation; Mathematics; Algorithm","score_opus":0.06866170785599467,"score_gpt":0.24117229331038698,"score_spread":0.1725105854543923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076251164","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48393142,0.0023743939,0.48628616,0.00084882387,0.020163903,0.00092575944,0.000004700987,0.00019984493,0.0052650175],"genre_scores_gemma":[0.9976547,0.000008207089,0.0016817363,0.00009901415,0.00031888444,0.000007777133,1.13918226e-7,0.00001857906,0.00021101483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882615,0.00008150557,0.0003725248,0.000059619968,0.000511438,0.00014874026],"domain_scores_gemma":[0.999351,0.000015446793,0.00014228612,0.00018971837,0.00018462035,0.00011690471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006714518,0.00012818382,0.00024474604,0.00007133912,0.000057772155,0.000051718558,0.00029248686,0.000055891174,0.000009012285],"category_scores_gemma":[0.00006206442,0.00007026318,0.00010895382,0.00015588131,0.000035314442,0.0002443645,0.000011044754,0.00024688913,0.000029965326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004648159,0.000040500145,0.0005179987,0.000027435985,0.00042329732,0.00003872192,0.0005833778,0.97571206,0.009483027,0.000022199405,0.010493633,0.0021929026],"study_design_scores_gemma":[0.023379352,0.0008446208,0.0017177368,0.0012235739,0.000466978,0.002143117,0.0003878475,0.34498793,0.037918504,0.00038056698,0.5856256,0.00092419866],"about_ca_topic_score_codex":0.000015319809,"about_ca_topic_score_gemma":0.000024870074,"teacher_disagreement_score":0.63072413,"about_ca_system_score_codex":0.00009402014,"about_ca_system_score_gemma":0.00008258868,"threshold_uncertainty_score":0.28652492},"labels":[],"label_agreement":null},{"id":"W2080294529","doi":"10.1016/j.jfranklin.2011.03.008","title":"Cascade design for formation control of nonholonomic systems in chained form","year":2011,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Cascade; Control theory (sociology); Nonholonomic system; Constructive; Stability (learning theory); Synchronization (alternating current); Controller (irrigation); Computer science; Interconnection; Mobile robot; Control (management); Robot; Engineering","score_opus":0.04787372521155335,"score_gpt":0.23869230436896888,"score_spread":0.1908185791574155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080294529","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026233695,0.00038731616,0.9685349,0.00023468745,0.003346111,0.0011391148,0.000016246082,0.000012483737,0.000095442796],"genre_scores_gemma":[0.99267775,0.000009693084,0.007035174,0.000058179714,0.0001369488,0.00005165623,5.3477004e-7,0.000007390895,0.000022690248],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99813634,0.0001448411,0.0010938428,0.00011694659,0.00026902347,0.00023899507],"domain_scores_gemma":[0.997837,0.00013017011,0.0013146023,0.00039041322,0.00026261772,0.00006519216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873553,0.000137641,0.00043882782,0.00020872621,0.000070551825,0.000049706992,0.0014031589,0.00009567179,8.4732966e-7],"category_scores_gemma":[0.00020448913,0.00009313974,0.00022965042,0.00022252051,0.000048303307,0.0012424741,0.000054522498,0.00016823722,0.0000036427823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00541542,0.0023252002,0.008672525,0.0018856,0.0021736268,0.00025274142,0.03053423,0.58938295,0.070528306,0.2438083,0.007429152,0.037591968],"study_design_scores_gemma":[0.010779787,0.0004702312,0.0050710156,0.00059704465,0.000098434575,0.00034383274,0.00012058679,0.9673564,0.008852373,0.0022095742,0.0038339458,0.00026679767],"about_ca_topic_score_codex":0.000104480496,"about_ca_topic_score_gemma":0.00002164517,"teacher_disagreement_score":0.966444,"about_ca_system_score_codex":0.00017114214,"about_ca_system_score_gemma":0.00017120941,"threshold_uncertainty_score":0.37981284},"labels":[],"label_agreement":null},{"id":"W2085889198","doi":"10.1016/j.jfranklin.2013.08.015","title":"Preservation of relevant properties of interconnected dynamical systems over complex networks","year":2013,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Computer science; Distributed computing","score_opus":0.03010828103074449,"score_gpt":0.23052496594928587,"score_spread":0.20041668491854137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085889198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7283622,0.00039519017,0.2678804,0.0016956324,0.0011750893,0.00039823927,0.0000016192294,0.000012044286,0.000079586076],"genre_scores_gemma":[0.997369,0.00004227089,0.0022869622,0.000074866555,0.00014986898,0.000010534421,4.849628e-7,0.0000046064297,0.000061391715],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876606,0.0000792293,0.00067450054,0.00009069624,0.00027385814,0.000115624585],"domain_scores_gemma":[0.9984325,0.00005253302,0.00071144954,0.000370932,0.00038886754,0.000043679458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022526796,0.000085002706,0.00024395049,0.000051161376,0.000063069914,0.00005663485,0.0010691892,0.0000521088,0.0000059396198],"category_scores_gemma":[0.000057852852,0.000047619553,0.00012522402,0.00030269029,0.00012510689,0.0007379804,0.00020520837,0.00021157166,0.0000014726537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088620414,0.00049952,0.004466705,0.00028536978,0.0003195669,0.000004172829,0.00066992454,0.68965536,0.15389957,0.12346553,0.017272184,0.009373502],"study_design_scores_gemma":[0.00031726167,0.00006987247,0.014579351,0.00042202877,0.000018192814,0.000033339504,0.000012890046,0.9799247,0.0010962151,0.0011292998,0.0023248377,0.00007201314],"about_ca_topic_score_codex":0.00014401531,"about_ca_topic_score_gemma":0.000012814202,"teacher_disagreement_score":0.29026935,"about_ca_system_score_codex":0.000024432547,"about_ca_system_score_gemma":0.00004571553,"threshold_uncertainty_score":0.19868374},"labels":[],"label_agreement":null},{"id":"W2086416046","doi":"10.1016/j.jfranklin.2012.12.008","title":"Reliable stabilization of switched system with average dwell-time approach","year":2012,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Dwell time; Actuator; Control theory (sociology); Nonlinear system; Representation (politics); Computer science; Class (philosophy); Controller (irrigation); Control engineering; Control (management); Engineering; Artificial intelligence; Law","score_opus":0.008211984120623857,"score_gpt":0.17958224816825497,"score_spread":0.17137026404763112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086416046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82371485,0.0022352096,0.158517,0.000066138,0.003294806,0.00063547015,0.000009063149,0.00008116118,0.011446292],"genre_scores_gemma":[0.9981278,0.000012643298,0.0013488898,0.000009977546,0.000382355,0.000007558335,8.8555765e-7,0.000019667552,0.00009023052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986941,0.000056467197,0.00058485987,0.00006530454,0.00039373458,0.0002055053],"domain_scores_gemma":[0.99908155,0.000046066252,0.0003051286,0.00031157027,0.00017287272,0.0000827909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008552464,0.00014005566,0.00038849725,0.00007097945,0.00006286183,0.000019586078,0.00031442294,0.000087406275,0.000011543174],"category_scores_gemma":[0.000047038357,0.00008364933,0.00014294007,0.000247778,0.00006276395,0.0004822061,0.000020013744,0.00021976288,0.000007388891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017183494,0.00012296878,0.009349315,0.0008211566,0.00030223976,0.0000024319277,0.0014626788,0.97548115,0.010127664,0.0014786394,0.00042924908,0.00025065386],"study_design_scores_gemma":[0.01617309,0.000922255,0.027246192,0.005533797,0.0015860365,0.0021014197,0.004965491,0.8140319,0.047492318,0.00031149102,0.07756662,0.0020693943],"about_ca_topic_score_codex":0.000025268942,"about_ca_topic_score_gemma":0.0000031153995,"teacher_disagreement_score":0.17441294,"about_ca_system_score_codex":0.00016148605,"about_ca_system_score_gemma":0.000060852457,"threshold_uncertainty_score":0.34111205},"labels":[],"label_agreement":null},{"id":"W2091690907","doi":"10.1016/j.jfranklin.2015.03.037","title":"Stochastic dynamics of HIV models with switching parameters and pulse control","year":2015,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Lemma (botany); Human immunodeficiency virus (HIV); Stochastic modelling; Stability (learning theory); Control theory (sociology); Pulse (music); Dynamics (music); Stochastic process; Control (management); Stochastic dynamics; Computer science; Mathematics; Statistical physics; Virology; Biology; Physics; Statistics; Artificial intelligence; Telecommunications; Ecology","score_opus":0.03149630907246568,"score_gpt":0.2645553246052887,"score_spread":0.23305901553282302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091690907","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42891142,0.00010341641,0.56618106,0.003913347,0.00016053444,0.00013285805,0.000001965034,0.0000029758248,0.0005924534],"genre_scores_gemma":[0.9938605,0.000008992166,0.0054374803,0.00059145584,0.00004498282,0.0000024412968,3.9201612e-7,0.000005906083,0.000047858426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910414,0.00007368977,0.00044428668,0.000076353,0.00016219706,0.00013932429],"domain_scores_gemma":[0.9989519,0.00028856148,0.00028860322,0.00014242061,0.00014949421,0.00017903389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009905968,0.00009826,0.00052704365,0.000048212234,0.000045871115,0.000003904949,0.00011614232,0.00010118439,0.0000073841293],"category_scores_gemma":[0.0008034086,0.000046321908,0.00009822724,0.00005915646,0.00043754248,0.000116709176,0.00002940542,0.00037902565,0.0000012795274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033823762,0.00030795252,0.0034070897,0.00015504588,0.00064809737,0.0000649616,0.0005607128,0.23733187,0.000058249545,0.7526802,0.0001140237,0.0012894305],"study_design_scores_gemma":[0.0034008445,0.0004987384,0.00039365282,0.0003419032,0.00048119607,0.00088968873,0.000080654434,0.6374203,0.000022069467,0.35639414,0.000010930685,0.00006590116],"about_ca_topic_score_codex":0.0000067140904,"about_ca_topic_score_gemma":0.00000682146,"teacher_disagreement_score":0.5649491,"about_ca_system_score_codex":0.000026862359,"about_ca_system_score_gemma":0.00011180932,"threshold_uncertainty_score":0.18889526},"labels":[],"label_agreement":null},{"id":"W2094059457","doi":"10.1016/j.jfranklin.2015.03.030","title":"Global stability of general cholera models with nonlinear incidence and removal rates","year":2015,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Specialized Research Fund for the Doctoral Program of Higher Education of China; National Natural Science Foundation of China","keywords":"Basic reproduction number; Uniqueness; Nonlinear system; Cholera; Stability theory; Lyapunov function; Applied mathematics; Mathematics; Exponential stability; Stability (learning theory); Control theory (sociology); Mathematical optimization; Computer science; Biology; Control (management); Mathematical analysis; Population; Artificial intelligence; Physics; Demography","score_opus":0.05214049032955623,"score_gpt":0.3139608069154178,"score_spread":0.2618203165858616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094059457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96664083,0.00034090862,0.026651144,0.0034973926,0.00023437795,0.00013927302,0.0000049391438,0.000004190202,0.0024869316],"genre_scores_gemma":[0.97441125,0.000036098245,0.02467064,0.0006946974,0.00013855642,0.000001338679,4.336894e-7,0.0000033503734,0.000043647648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99897766,0.000094638286,0.0004871723,0.00009900786,0.000203626,0.00013786991],"domain_scores_gemma":[0.9989861,0.00010199332,0.000249872,0.00018348018,0.00029042532,0.00018807761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013194607,0.000099112105,0.00048463524,0.000020273306,0.00004584314,0.000004096937,0.00014235519,0.00011171744,0.000020080783],"category_scores_gemma":[0.0008392615,0.00004659226,0.00009375397,0.000104587554,0.0008768067,0.00015856323,0.000068401096,0.00025745982,0.0000011973699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008429768,0.0012627511,0.13631582,0.0004963795,0.0007820381,0.00037871156,0.0014955945,0.024684845,0.0005656442,0.8229438,0.00072501705,0.0019196392],"study_design_scores_gemma":[0.0072536385,0.0020949438,0.024415927,0.0007770769,0.00072455924,0.0077562504,0.00014368606,0.28018948,0.0019961977,0.67295533,0.0014232149,0.00026967793],"about_ca_topic_score_codex":0.000023927825,"about_ca_topic_score_gemma":0.000010461392,"teacher_disagreement_score":0.25550464,"about_ca_system_score_codex":0.00003279205,"about_ca_system_score_gemma":0.00023793627,"threshold_uncertainty_score":0.32306308},"labels":[],"label_agreement":null},{"id":"W2121488833","doi":"10.1016/j.jfranklin.2010.04.003","title":"Frequency dependent dynamic properties from resonant column and cyclic triaxial tests","year":2010,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Shear modulus; Materials science; Extrapolation; Soil water; Sweep frequency response analysis; Geotechnical engineering; Damping ratio; Shear (geology); Dynamic modulus; Modulus; Bentonite; Triaxial shear test; Composite material; Dynamic mechanical analysis; Geology; Mathematics; Soil science; Acoustics; Physics; Mathematical analysis","score_opus":0.007062767876491959,"score_gpt":0.18856921610395805,"score_spread":0.1815064482274661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121488833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905247,0.0011919134,0.0023592396,0.00022716244,0.0054151006,0.00012750794,0.00000990954,0.00006813525,0.000076297],"genre_scores_gemma":[0.9975637,0.00022606556,0.001823954,0.000025571391,0.00028159353,0.000005533032,4.7660222e-7,0.000021993394,0.00005111521],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907476,0.000016414055,0.0003914375,0.00008998298,0.00025407012,0.00017334665],"domain_scores_gemma":[0.9994769,0.000035438887,0.000086235785,0.00024578674,0.00005413695,0.00010148557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027795127,0.00014209372,0.00023692314,0.00006108335,0.000082408755,0.000050719886,0.00036708813,0.00015967787,0.000008325041],"category_scores_gemma":[0.00028866364,0.00009267609,0.00010179576,0.00009594847,0.00006106558,0.0001634591,0.00005333134,0.00092897983,0.0000054704014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006554867,0.00011275169,0.00050904107,0.00012196001,0.0002866959,0.00011730549,0.00045667234,0.07829114,0.8623734,0.0010170063,0.0003215651,0.056326915],"study_design_scores_gemma":[0.008079145,0.00046387155,0.05574831,0.0016756926,0.0006560899,0.001686283,0.00012489919,0.8027819,0.059753187,0.022422727,0.044791315,0.0018166214],"about_ca_topic_score_codex":0.000074897944,"about_ca_topic_score_gemma":0.00034534303,"teacher_disagreement_score":0.80262023,"about_ca_system_score_codex":0.000039633775,"about_ca_system_score_gemma":0.000047426296,"threshold_uncertainty_score":0.4036007},"labels":[],"label_agreement":null},{"id":"W2204219700","doi":"10.1016/j.jfranklin.2015.05.029","title":"Special issue on advances in nonlinear dynamics and control","year":2015,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Differentiable function; Dimension (graph theory); Scaling; Chaotic; Synchronization (alternating current); Nonlinear system; Function (biology); Lorenz system; State (computer science); Mathematics; Applied mathematics; Control theory (sociology); Computer science; Pure mathematics; Topology (electrical circuits); Control (management); Algorithm; Physics; Quantum mechanics","score_opus":0.006409070924636216,"score_gpt":0.2368570962247584,"score_spread":0.23044802530012218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2204219700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8307583,0.0018823132,0.050912444,0.010408645,0.022629032,0.0009123879,0.000098305005,0.000014522435,0.082384095],"genre_scores_gemma":[0.9848667,0.000024501856,0.00022856588,0.0001284848,0.014486332,0.0000014322525,0.0000018075746,0.00000554361,0.00025663368],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994184,0.000033505556,0.00024422898,0.000058199246,0.00015889369,0.00008681728],"domain_scores_gemma":[0.9995749,0.000024580206,0.000186482,0.00007845794,0.00008208322,0.00005347877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020763068,0.00007411433,0.0001717096,0.000046559486,0.00004178165,0.00002654117,0.0001278099,0.000023320481,0.000031233772],"category_scores_gemma":[0.000031363394,0.00004704476,0.000056684647,0.00008146427,0.00005003945,0.00027208735,0.000016905338,0.00018863239,0.000006630508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010477151,0.000559285,0.24118169,0.000023285891,0.00015891416,0.000030863997,0.0011744734,0.09332587,0.0000691093,0.041574042,0.0046927803,0.61616194],"study_design_scores_gemma":[0.014027062,0.0003486091,0.010249801,0.00024088238,0.00009158065,0.000021721267,0.00047781822,0.076766685,0.0002143478,0.013614845,0.883657,0.0002896414],"about_ca_topic_score_codex":0.000019143885,"about_ca_topic_score_gemma":0.00008393822,"teacher_disagreement_score":0.87896425,"about_ca_system_score_codex":0.000046219593,"about_ca_system_score_gemma":0.000085682506,"threshold_uncertainty_score":0.19184296},"labels":[],"label_agreement":null},{"id":"W2284475787","doi":"10.1016/j.jfranklin.2016.02.001","title":"Recursive estimation for Markov jump linear systems with unknown transition probabilities: A compensation approach","year":2016,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Estimator; Kalman filter; Jump; Compensation (psychology); Residual; Computer science; Control theory (sociology); Mathematics; Algorithm; Markov chain; Minimum mean square error; Markov model; Artificial intelligence; Statistics; Control (management)","score_opus":0.0167042427813876,"score_gpt":0.22778375594131234,"score_spread":0.21107951315992474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284475787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011695741,0.000108367196,0.98321533,0.0018608582,0.0022898822,0.0006275543,0.000018173227,0.00003697795,0.00014708734],"genre_scores_gemma":[0.6132185,0.000038285725,0.38570505,0.00013444154,0.00065103476,0.000045139557,0.000007725287,0.0000146550665,0.00018518956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985824,0.00012932831,0.0004995322,0.00019705626,0.00041039332,0.00018124197],"domain_scores_gemma":[0.9982971,0.0002132237,0.0005312639,0.0004050538,0.00048602556,0.00006734711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079778436,0.00013875643,0.00023566492,0.00009485241,0.00023075618,0.000108326414,0.00067920296,0.00008712361,0.0000017417258],"category_scores_gemma":[0.00013823342,0.000066844266,0.00012883093,0.00024162995,0.00012468919,0.0010765876,0.000035811925,0.00016221388,0.0000026236694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008701773,0.00044235648,0.00017853211,0.00044439366,0.00025586868,0.000013350278,0.0037067528,0.796401,0.0006803544,0.1295906,0.009466063,0.05795053],"study_design_scores_gemma":[0.0043019163,0.0007464552,0.00047408452,0.0023142977,0.00014435881,0.000814672,0.00014821405,0.9347071,0.0006958139,0.00961046,0.0456075,0.0004351476],"about_ca_topic_score_codex":0.000009013707,"about_ca_topic_score_gemma":0.0000035859482,"teacher_disagreement_score":0.60152274,"about_ca_system_score_codex":0.000096544274,"about_ca_system_score_gemma":0.00014373874,"threshold_uncertainty_score":0.272583},"labels":[],"label_agreement":null},{"id":"W2334339248","doi":"10.1016/j.jfranklin.2016.03.014","title":"Analysis and synthesis of input strictly passive gain-scheduled controllers","year":2016,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gain scheduling; Control theory (sociology); Passivity; Scheduling (production processes); Computer science; Automatic gain control; Nonlinear system; Bounded function; Controller (irrigation); Control engineering; Mathematical optimization; Engineering; Mathematics; Control (management); Bandwidth (computing)","score_opus":0.006863579519840962,"score_gpt":0.1963049610124971,"score_spread":0.18944138149265613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334339248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9464398,0.0015644707,0.047989022,0.0014027735,0.0014332664,0.00025390336,0.00003584548,0.000023158886,0.00085773086],"genre_scores_gemma":[0.9992974,0.00021088176,0.00025087933,0.000036841677,0.00015713407,0.000007691579,7.0636354e-8,0.000008910202,0.000030214635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987207,0.00008802648,0.00065683003,0.00008631685,0.00029603887,0.00015207859],"domain_scores_gemma":[0.99860746,0.0005142806,0.00035533277,0.00026051124,0.0001799829,0.000082436854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853708,0.00013579824,0.0006126326,0.00022847425,0.000052516163,0.000019145567,0.00031592147,0.00008706116,0.000019816616],"category_scores_gemma":[0.0005673524,0.00006959244,0.00041625038,0.00037527177,0.00015239585,0.00021403318,0.000026182717,0.0001332976,0.0000017031061],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020061245,0.00047809596,0.19193107,0.00066099106,0.042042114,0.00011850315,0.0027556103,0.3579495,0.12771307,0.0036892088,0.0020275868,0.26862815],"study_design_scores_gemma":[0.049518026,0.0011351067,0.5315908,0.0051847785,0.028957268,0.00040650877,0.002349832,0.10851521,0.19962223,0.006872379,0.062671,0.0031768724],"about_ca_topic_score_codex":0.000031724052,"about_ca_topic_score_gemma":0.00006332003,"teacher_disagreement_score":0.33965972,"about_ca_system_score_codex":0.00007625837,"about_ca_system_score_gemma":0.000057019137,"threshold_uncertainty_score":0.28378972},"labels":[],"label_agreement":null},{"id":"W2533005128","doi":"10.1016/j.jfranklin.2016.10.014","title":"Discrete-time consensus strategy for a class of high-order linear multiagent systems under stochastic communication topologies","year":2016,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Network topology; Consensus; Multi-agent system; Computer science; Protocol (science); Discrete time and continuous time; Class (philosophy); Mathematical optimization; Set (abstract data type); Topology (electrical circuits); Order (exchange); Distributed computing; Mathematics; Computer network; Artificial intelligence","score_opus":0.03410171097240233,"score_gpt":0.2815524195197168,"score_spread":0.2474507085473145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533005128","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035583872,0.000814563,0.95537335,0.004596497,0.0026399458,0.00080357754,0.00009583696,0.00003600637,0.00005636819],"genre_scores_gemma":[0.99186647,0.000023134178,0.0074885683,0.00005001841,0.00016007067,0.000030221565,0.0000021110354,0.000012099091,0.00036729188],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977618,0.00029971506,0.0010243033,0.00019048683,0.00045257976,0.000271122],"domain_scores_gemma":[0.99604,0.0007294272,0.0013646854,0.0009732405,0.00080273516,0.00008994289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009630828,0.00019733227,0.0005164409,0.00011256029,0.00017196247,0.0000861033,0.0019854403,0.0001272605,0.000004577844],"category_scores_gemma":[0.0006163542,0.00010519841,0.0002440426,0.00022508671,0.000320678,0.00038662448,0.00024490646,0.00018201579,0.000012641883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027439362,0.00030964214,0.00010727119,0.00013445453,0.000752197,0.000009788638,0.00028924318,0.8347653,0.017084595,0.13802071,0.0035463287,0.004706047],"study_design_scores_gemma":[0.02671608,0.0016894442,0.007186292,0.0046183174,0.00077914423,0.0006872227,0.00094244146,0.911112,0.0076589566,0.01984358,0.0172888,0.001477726],"about_ca_topic_score_codex":0.00013684024,"about_ca_topic_score_gemma":0.00002242101,"teacher_disagreement_score":0.9562826,"about_ca_system_score_codex":0.00014820983,"about_ca_system_score_gemma":0.00031256716,"threshold_uncertainty_score":0.42898667},"labels":[],"label_agreement":null},{"id":"W2556999286","doi":"10.1016/j.jfranklin.2016.10.040","title":"Event triggered model predictive control: A less conservative result","year":2016,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Model predictive control; Control theory (sociology); Computer science; Stability (learning theory); SIGNAL (programming language); Computation; Optimization problem; Control (management); Control system; State (computer science); Engineering; Algorithm","score_opus":0.013150315266356162,"score_gpt":0.22105161085180622,"score_spread":0.20790129558545006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556999286","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023020675,0.0004636792,0.97233677,0.0011026354,0.0018588519,0.0003910496,0.00006068033,0.000053238786,0.00071241916],"genre_scores_gemma":[0.9969833,0.00011839663,0.0021115555,0.00011941722,0.00029096595,0.000022720858,3.2959537e-7,0.000025285177,0.00032804065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986626,0.00007465797,0.0006636266,0.00009467014,0.00031654834,0.00018789918],"domain_scores_gemma":[0.9988222,0.00012734391,0.00038996054,0.00024036916,0.0003403893,0.000079717975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737288,0.00016083007,0.00035969878,0.00008305549,0.00007947333,0.000017495782,0.0003544349,0.00009214404,0.0000034924346],"category_scores_gemma":[0.0003475356,0.00008565227,0.00018579215,0.00014322372,0.00009764417,0.00060692866,0.00002209669,0.00021619453,0.0000067239926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027441586,0.00001647732,0.00013140796,0.000011531387,0.00022665948,0.0000068231097,0.00015081957,0.990184,0.005710465,0.0006782199,0.0011602471,0.0014489129],"study_design_scores_gemma":[0.008033673,0.00006664619,0.00049851864,0.0006384098,0.0001444345,0.000051594772,0.000045732824,0.98008937,0.0020676623,0.004764069,0.003389457,0.0002104378],"about_ca_topic_score_codex":0.0000035478486,"about_ca_topic_score_gemma":0.000011506679,"teacher_disagreement_score":0.9739626,"about_ca_system_score_codex":0.00025257556,"about_ca_system_score_gemma":0.00011797774,"threshold_uncertainty_score":0.34927982},"labels":[],"label_agreement":null},{"id":"W2557674609","doi":"10.1016/j.jfranklin.2016.11.013","title":"Bearing fault diagnosis with morphological gradient wavelet","year":2016,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wavelet; Haar wavelet; Fault (geology); Wavelet packet decomposition; Pattern recognition (psychology); Noise (video); Algorithm; Computer science; Second-generation wavelet transform; Artificial intelligence; Lifting scheme; Bearing (navigation); Stationary wavelet transform; Vibration; SIGNAL (programming language); Wavelet transform; Discrete wavelet transform; Acoustics; Physics","score_opus":0.012450281829362688,"score_gpt":0.23878062426010777,"score_spread":0.22633034243074507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557674609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796128,0.00031494335,0.015635312,0.0018009122,0.0011824472,0.00022412298,0.000010524285,0.0001498527,0.0010690482],"genre_scores_gemma":[0.9920888,0.0006359488,0.0067058187,0.00016330094,0.00028864254,0.000041807005,2.533666e-7,0.000026686486,0.000048734535],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885076,0.000035287627,0.00041058866,0.00011056139,0.00034968616,0.0002431061],"domain_scores_gemma":[0.9992312,0.00011380452,0.00015543726,0.00030659148,0.00008861005,0.00010434402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003096792,0.00018655731,0.00028115234,0.00010798718,0.00007798602,0.000031760224,0.00058925047,0.000092486545,0.00006443929],"category_scores_gemma":[0.00018680413,0.00008062931,0.00017665497,0.0001792647,0.00013676992,0.00031184047,0.000077852696,0.00035622023,0.000014335417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035029787,0.0010762381,0.41231048,0.00030093032,0.0017039466,0.0024267538,0.0009155213,0.049827226,0.04591383,0.0065103285,0.18640658,0.29225788],"study_design_scores_gemma":[0.004292105,0.00096824614,0.14327599,0.0032022996,0.00037009557,0.0031404635,0.00002898495,0.0017179037,0.25856957,0.0040557077,0.5791755,0.0012031483],"about_ca_topic_score_codex":0.0000133110825,"about_ca_topic_score_gemma":0.000026119516,"teacher_disagreement_score":0.3927689,"about_ca_system_score_codex":0.00013333393,"about_ca_system_score_gemma":0.000023577608,"threshold_uncertainty_score":0.32879677},"labels":[],"label_agreement":null},{"id":"W2606059557","doi":"10.1016/j.jfranklin.2017.04.004","title":"Direction of arrival tracking for signals with known waveforms based on block least squares techniques","year":2017,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Direction-of-Arrival Estimation Techniques","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Least-squares function approximation; Algorithm; Block (permutation group theory); Waveform; Sensor array; Computer science; Direction of arrival; QR decomposition; Total least squares; Tracking (education); Antenna array; Non-linear least squares; Mathematics; Estimation theory; Antenna (radio); Estimator; Statistics; Singular value decomposition; Telecommunications","score_opus":0.024631157177232358,"score_gpt":0.2896053300689138,"score_spread":0.26497417289168146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606059557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051249266,0.000031589894,0.9431528,0.0013208261,0.0013378029,0.0006271296,0.00000909859,0.00010375172,0.002167734],"genre_scores_gemma":[0.88657534,0.0000095762425,0.11314661,0.000050623625,0.00014360718,0.000018102788,2.1940073e-7,0.000011077636,0.00004487051],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985228,0.00004735629,0.00059710426,0.0001541821,0.0005345355,0.00014399202],"domain_scores_gemma":[0.99664795,0.00011424444,0.0018347172,0.0006788041,0.00067112653,0.000053137897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094973645,0.00015450947,0.0003451065,0.00025701185,0.00035321142,0.00014015152,0.001426423,0.00008291778,0.0000025454083],"category_scores_gemma":[0.0004956676,0.00009186465,0.00025439434,0.00017078556,0.0002240399,0.0011876062,0.00007787139,0.0002179704,4.067577e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016248398,0.0015595432,0.0065613263,0.0007624839,0.00047283492,0.000026070342,0.0011821447,0.054967433,0.12445741,0.024701647,0.002504698,0.78117955],"study_design_scores_gemma":[0.00068666553,0.0011230168,0.0060729356,0.0016063097,0.000054850476,0.00006009255,0.000008355238,0.029285401,0.9524991,0.004667453,0.0037578945,0.00017790812],"about_ca_topic_score_codex":0.00004563,"about_ca_topic_score_gemma":0.000016338834,"teacher_disagreement_score":0.8353261,"about_ca_system_score_codex":0.000068121255,"about_ca_system_score_gemma":0.00020598853,"threshold_uncertainty_score":0.37461317},"labels":[],"label_agreement":null},{"id":"W2639424157","doi":"10.1016/j.jfranklin.2017.06.009","title":"A new sensor selection scheme for Bayesian learning based sparse signal recovery in WSNs","year":2017,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Graduate Research and Innovation Projects of Jiangsu Province; Jiangsu University of Science and Technology; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China; National Science Foundation","keywords":"Compressed sensing; Wireless sensor network; Overhead (engineering); Computer science; Selection (genetic algorithm); Estimator; Reduction (mathematics); Bayesian probability; SIGNAL (programming language); Algorithm; Energy (signal processing); Bayesian inference; Mathematical optimization; Machine learning; Artificial intelligence; Mathematics; Statistics","score_opus":0.02146587888860297,"score_gpt":0.25196157926871504,"score_spread":0.23049570038011208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2639424157","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22691593,0.00015237332,0.76906234,0.0006085813,0.0019730194,0.00028713813,0.0000018610833,0.000099733705,0.0008990443],"genre_scores_gemma":[0.92480487,0.000029456582,0.07432492,0.000057131056,0.00059045944,0.0000033357626,4.1479217e-7,0.000023113022,0.00016630103],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992784,0.00002718634,0.00029570988,0.00008095343,0.00014654032,0.00017117037],"domain_scores_gemma":[0.99937516,0.000043313587,0.00025024096,0.00019386937,0.00008173762,0.00005568957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790777,0.0001206236,0.0002108758,0.00012807305,0.0002181794,0.00010646131,0.00032745476,0.00009506642,0.000014263243],"category_scores_gemma":[0.00019796233,0.00009592327,0.00017922008,0.00007101365,0.000030682237,0.0003409129,0.000025235926,0.0004453966,0.0000017679441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027854092,0.00003969782,0.007983504,0.000041980536,0.00013426693,0.00004234472,0.00010238788,0.89166975,0.06713496,0.0001164012,0.007843373,0.024612783],"study_design_scores_gemma":[0.0025475437,0.00027484095,0.009982608,0.0013532172,0.0000998906,0.00015537321,0.00002175051,0.7351723,0.1705049,0.0029538602,0.0765148,0.00041896422],"about_ca_topic_score_codex":0.000059124686,"about_ca_topic_score_gemma":0.000087997105,"teacher_disagreement_score":0.697889,"about_ca_system_score_codex":0.000086846056,"about_ca_system_score_gemma":0.00010882787,"threshold_uncertainty_score":0.39116374},"labels":[],"label_agreement":null},{"id":"W2759598203","doi":"10.1016/j.jfranklin.2017.09.019","title":"Higher-order stochastic averaging for a SDOF fractional viscoelastic system under bounded noise excitation","year":2017,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Lyapunov exponent; Bounded function; Viscoelasticity; Mathematical analysis; Mathematics; Moment (physics); Noise (video); Second moment of area; Applied mathematics; Statistical physics; Physics; Classical mechanics; Nonlinear system; Geometry; Computer science","score_opus":0.09222700924308079,"score_gpt":0.34646625225108946,"score_spread":0.25423924300800865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759598203","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02034303,0.00012451249,0.9632422,0.0021729963,0.013414973,0.00031554519,0.000010753625,0.000017562079,0.0003584407],"genre_scores_gemma":[0.98644334,0.0000018586618,0.011263345,0.00010009647,0.0010178098,0.0000170488,5.9789494e-7,0.000015963384,0.0011399557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974015,0.00007992854,0.00087528134,0.00022462013,0.0011886328,0.0002300851],"domain_scores_gemma":[0.9958276,0.0011040199,0.0013110907,0.00065039616,0.0009878654,0.00011902276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023604312,0.00017360192,0.00037108443,0.00019427865,0.0011264305,0.0006134255,0.0014079569,0.000104215076,0.000034487377],"category_scores_gemma":[0.0057126917,0.00010166211,0.00028815953,0.00017978434,0.00025084816,0.0009466355,0.00010642412,0.0003211844,0.00003714782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018237976,0.00006163907,0.00011881862,0.00004140016,0.00012551107,0.000009792932,0.00014956243,0.9366363,0.0003758311,0.05870974,0.0027555132,0.00083350815],"study_design_scores_gemma":[0.006586492,0.00032495524,0.061441366,0.0015765346,0.0005823821,0.0006125649,0.00057762733,0.57565457,0.00010126877,0.31923848,0.032535627,0.00076813664],"about_ca_topic_score_codex":0.000013522034,"about_ca_topic_score_gemma":0.000007652814,"teacher_disagreement_score":0.9661003,"about_ca_system_score_codex":0.00021304,"about_ca_system_score_gemma":0.00039228957,"threshold_uncertainty_score":0.8663706},"labels":[],"label_agreement":null},{"id":"W2789350723","doi":"10.1016/j.jfranklin.2018.02.023","title":"An improved particle filtering-based approach for health prediction and prognosis of nonlinear systems","year":2018,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Particle filter; Resampling; Nonlinear system; Mahalanobis distance; Control theory (sociology); Computer science; Term (time); Mathematical optimization; Algorithm; Kalman filter; Mathematics; Artificial intelligence","score_opus":0.014490905520431419,"score_gpt":0.24754447977706034,"score_spread":0.23305357425662893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789350723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6305269,0.000594464,0.3642513,0.00015761968,0.0034408318,0.00087010924,0.000053631124,0.00006172325,0.00004341522],"genre_scores_gemma":[0.9961375,0.00000955723,0.003143706,0.000035026715,0.0006176091,0.0000334001,0.0000011082286,0.000013006303,0.00000910294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918276,0.00003919494,0.0004605853,0.00006882936,0.00012605057,0.00012260207],"domain_scores_gemma":[0.9994334,0.000013487532,0.00020931478,0.00013966978,0.00012548933,0.00007864711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004930831,0.00008126733,0.00021727818,0.00004632691,0.000092040886,0.000033529344,0.00012853043,0.00005042331,7.663268e-7],"category_scores_gemma":[0.000028849538,0.000055789096,0.000077099525,0.00009982367,0.00006196935,0.00016995745,0.0000061426117,0.00009515533,2.1346399e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008714557,0.00046355717,0.0052627274,0.0024527477,0.000531223,0.0000010459785,0.001331449,0.76049083,0.21026208,0.00012822193,0.0011654363,0.017039211],"study_design_scores_gemma":[0.0011283649,0.0006151192,0.0005621195,0.00010287775,0.000026352871,0.00002329296,0.00006261583,0.9826156,0.009112309,0.0000028186848,0.005697822,0.00005069351],"about_ca_topic_score_codex":0.00002902361,"about_ca_topic_score_gemma":0.000014837718,"teacher_disagreement_score":0.36561057,"about_ca_system_score_codex":0.000039753304,"about_ca_system_score_gemma":0.000046960024,"threshold_uncertainty_score":0.22750133},"labels":[],"label_agreement":null},{"id":"W2800071905","doi":"10.1016/j.jfranklin.2018.04.038","title":"Backstepping-based decentralized adaptive neural H∞ tracking control for a class of large-scale nonlinear interconnected systems","year":2018,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Artificial neural network; Bounded function; Computer science; Tracking (education); Adaptive control; Decentralised system; Interconnection; Control engineering; Control (management); Mathematics; Engineering; Artificial intelligence","score_opus":0.019033684997100665,"score_gpt":0.25372625910336843,"score_spread":0.23469257410626776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800071905","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21852511,0.0015183254,0.7676453,0.00035173912,0.010121572,0.0013432101,0.00025281915,0.00007652578,0.00016538652],"genre_scores_gemma":[0.9940543,0.0000057764278,0.00424154,0.0001507985,0.0014410777,0.00002256672,0.0000030614224,0.000059610993,0.00002122496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99754685,0.00016569048,0.0012737747,0.00016660959,0.0004151899,0.0004318956],"domain_scores_gemma":[0.9972489,0.00031544323,0.0007740333,0.0003485345,0.0011761918,0.00013688524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008531336,0.0002974937,0.0008709173,0.0001883101,0.00012702272,0.00005451287,0.00066942384,0.00017818004,0.000009767629],"category_scores_gemma":[0.0003963298,0.00021263481,0.00055835693,0.00027125797,0.00020836998,0.00037124523,0.000029821764,0.00040135212,0.000005065727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006686071,0.00059703627,0.0032881566,0.0010268294,0.0033713586,0.00006408906,0.0027905535,0.9051743,0.06807117,0.001146936,0.0057390057,0.0020444803],"study_design_scores_gemma":[0.008787009,0.0003636897,0.00041044582,0.0008332605,0.00025748563,0.000054268716,0.00034878915,0.95952326,0.003002744,0.000018923114,0.026170166,0.0002299485],"about_ca_topic_score_codex":0.000016041144,"about_ca_topic_score_gemma":0.00014379513,"teacher_disagreement_score":0.77552927,"about_ca_system_score_codex":0.0001698296,"about_ca_system_score_gemma":0.00015024155,"threshold_uncertainty_score":0.86709964},"labels":[],"label_agreement":null},{"id":"W2808817487","doi":"10.1016/j.jfranklin.2018.05.065","title":"A cyclic pursuit framework for networked mobile agents based on vector field approach","year":2018,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Centroid; Integrator; Vector field; Polygon (computer graphics); Double integrator; Field (mathematics); Topology (electrical circuits); Computer science; Swarm behaviour; Control theory (sociology); Angular velocity; Algorithm; Multi-agent system; Mathematics; Artificial intelligence; Control (management); Physics; Geometry; Telecommunications","score_opus":0.026811147245137126,"score_gpt":0.28673276806942377,"score_spread":0.25992162082428666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808817487","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064262957,0.0001115417,0.9754104,0.0017673215,0.014362235,0.0009253959,0.000011818477,0.00004465222,0.0009403429],"genre_scores_gemma":[0.94406754,0.0000041370004,0.050599117,0.0025793745,0.0024322297,0.00010832619,0.0000017749497,0.0000173975,0.00019013112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978392,0.0001455569,0.0006344233,0.0002857716,0.0006968984,0.00039812608],"domain_scores_gemma":[0.99754065,0.00038431684,0.00070162804,0.00094250595,0.0002719669,0.00015892553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009909868,0.00022154572,0.0003859229,0.00012045356,0.0003088312,0.00026820545,0.0029661835,0.00018827614,0.00001529765],"category_scores_gemma":[0.0005139543,0.00014624136,0.00044426715,0.0004755399,0.0000986711,0.0003893692,0.00015141726,0.00045009778,0.00002871162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030489615,0.0043769544,0.0045548514,0.00045833498,0.002007449,0.00015494776,0.002834063,0.35506013,0.0029627034,0.12739065,0.35098752,0.14616345],"study_design_scores_gemma":[0.0038564766,0.0015210975,0.001781257,0.0006797023,0.000114754,0.00005815331,0.000022364318,0.6536909,0.0016084033,0.0045720893,0.33166453,0.0004303067],"about_ca_topic_score_codex":0.000010724876,"about_ca_topic_score_gemma":0.0000037425143,"teacher_disagreement_score":0.9376412,"about_ca_system_score_codex":0.00011269099,"about_ca_system_score_gemma":0.00018491688,"threshold_uncertainty_score":0.59635496},"labels":[],"label_agreement":null},{"id":"W2888382725","doi":"10.1016/j.jfranklin.2018.07.032","title":"Data-driven subspace predictive control: Stability and horizon tuning","year":2018,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Model predictive control; Robustness (evolution); Subspace topology; Control theory (sociology); Stability (learning theory); Horizon; Computer science; Mathematical optimization; Closed loop; Mathematics; Control (management); Control engineering; Engineering; Artificial intelligence; Machine learning","score_opus":0.018181797079565725,"score_gpt":0.2369844840205689,"score_spread":0.2188026869410032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888382725","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14709187,0.00076929235,0.84770536,0.00023940338,0.0030501187,0.0003128282,0.00006630164,0.00005703144,0.0007077921],"genre_scores_gemma":[0.9947421,0.00006789112,0.0043074605,0.000023276856,0.00082644704,0.0000028730458,0.0000016977748,0.000016952587,0.000011322412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990613,0.000063225496,0.00040345037,0.000113048416,0.00021337386,0.00014561483],"domain_scores_gemma":[0.9990104,0.0000648289,0.00022990405,0.00041725257,0.00020715207,0.000070483766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890414,0.000118025804,0.00024767703,0.000049456034,0.00011781555,0.000036416193,0.00042209137,0.00006470804,0.0000065312993],"category_scores_gemma":[0.00029898406,0.00008326873,0.00004425659,0.00012714909,0.00016925285,0.00085790706,0.00007731031,0.00026371906,0.0000023753532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032945973,0.000036435602,0.0076602097,0.00008512579,0.0005409166,0.00001573028,0.0008702754,0.9681237,0.016184062,0.00043883442,0.0011981645,0.004517112],"study_design_scores_gemma":[0.0020835288,0.0002124502,0.0032427853,0.00018147059,0.00015235957,0.000098920675,0.000088011766,0.97569436,0.000734148,0.00029727735,0.017056266,0.00015843862],"about_ca_topic_score_codex":0.0000060375614,"about_ca_topic_score_gemma":0.00006386446,"teacher_disagreement_score":0.84765023,"about_ca_system_score_codex":0.0000870117,"about_ca_system_score_gemma":0.000042420823,"threshold_uncertainty_score":0.33956003},"labels":[],"label_agreement":null},{"id":"W2897192864","doi":"10.1016/j.jfranklin.2018.10.010","title":"Multi-lagged-input iterative dynamic linearization based data-driven adaptive iterative learning control","year":2018,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Iterative learning control; Control theory (sociology); Linearization; Computer science; Nonlinear system; Affine transformation; MIMO; Iterative method; Trajectory; Feedback linearization; Algorithm; Mathematics; Mathematical optimization; Control (management); Artificial intelligence","score_opus":0.019627069498302407,"score_gpt":0.25839863413417896,"score_spread":0.23877156463587657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897192864","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039149646,0.00041148547,0.95453876,0.00035111365,0.0043310253,0.00062370504,0.000075048905,0.00012130626,0.00039791528],"genre_scores_gemma":[0.98569256,0.000009195901,0.012489031,0.0002249731,0.0011706267,0.000013058416,0.000024757044,0.000056375786,0.0003194003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975182,0.0005798183,0.00083561055,0.00026381982,0.0004759732,0.00032657734],"domain_scores_gemma":[0.9977138,0.00022381403,0.0006286836,0.0005019191,0.00082290225,0.00010884904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008276156,0.00033893378,0.0005571028,0.0002393845,0.0004209835,0.00022204926,0.00090411684,0.00016172082,0.000034821172],"category_scores_gemma":[0.0007069274,0.00024175126,0.00018508632,0.00039663378,0.00025581536,0.0011876378,0.00009068312,0.0011320481,0.00006431872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021595217,0.000061315106,0.0018179638,0.00003299147,0.0005553342,0.00003476717,0.0026839972,0.97287744,0.019513255,0.0000771608,0.0005312151,0.0015986122],"study_design_scores_gemma":[0.0033048561,0.00029511872,0.0021947543,0.00047417433,0.00012545627,0.000042461103,0.00008050018,0.978495,0.0006687888,0.000012263773,0.014052884,0.00025376977],"about_ca_topic_score_codex":0.0000111569125,"about_ca_topic_score_gemma":0.00009475469,"teacher_disagreement_score":0.9465429,"about_ca_system_score_codex":0.00025771683,"about_ca_system_score_gemma":0.00016756907,"threshold_uncertainty_score":0.985833},"labels":[],"label_agreement":null},{"id":"W2909860276","doi":"10.1016/j.jfranklin.2019.01.019","title":"Mixed rectilinear sources localization under unknown mutual coupling","year":2019,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Direction-of-Arrival Estimation Techniques","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Science Foundation of Ningbo Municipality; National Natural Science Foundation of China","keywords":"Coupling (piping); Range (aeronautics); Mutual information; Cramér–Rao bound; Computer science; Algorithm; Field (mathematics); Mathematics; Topology (electrical circuits); Estimation theory; Artificial intelligence; Engineering; Combinatorics","score_opus":0.019506729722482283,"score_gpt":0.24940449232402387,"score_spread":0.2298977626015416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909860276","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21593927,0.00011221342,0.7795148,0.00046513084,0.0031555602,0.00015767563,5.77379e-7,0.00006080239,0.0005939876],"genre_scores_gemma":[0.9598607,0.000035380395,0.039413065,0.00017895616,0.0001533427,0.0000019217462,3.868533e-7,0.000009755003,0.00034652778],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863774,0.000053102198,0.00056495564,0.00013209105,0.0004899845,0.00012213767],"domain_scores_gemma":[0.9983692,0.00009506846,0.00070380536,0.00038119478,0.00040103812,0.00004965985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072244153,0.00010983904,0.00022824612,0.0001752597,0.00010926199,0.000082839346,0.00096751726,0.00008098933,0.000016599815],"category_scores_gemma":[0.00021143226,0.00007657723,0.00015905,0.0005445934,0.00009151299,0.0009078946,0.00015033544,0.00023891512,0.000020558653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006351647,0.00020827903,0.00615787,0.00009788826,0.00015953575,0.000005471217,0.00088091753,0.8775151,0.007097192,0.09014756,0.0031045966,0.0145620955],"study_design_scores_gemma":[0.0008649817,0.00023862804,0.0027222773,0.0005573663,0.000051643798,0.00014908084,0.000060813283,0.7677693,0.16449867,0.013857138,0.048962954,0.00026719196],"about_ca_topic_score_codex":0.000020738295,"about_ca_topic_score_gemma":0.000008813261,"teacher_disagreement_score":0.7439214,"about_ca_system_score_codex":0.00007111464,"about_ca_system_score_gemma":0.00019004903,"threshold_uncertainty_score":0.31227288},"labels":[],"label_agreement":null},{"id":"W2957387704","doi":"10.1016/j.jfranklin.2019.06.043","title":"Backstepping-based decentralized bounded-H∞ adaptive neural control for a class of large-scale stochastic nonlinear systems","year":2019,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"University of Science and Technology Liaoning; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China","keywords":"Backstepping; Bounded function; Control theory (sociology); Nonlinear system; Artificial neural network; Controller (irrigation); Computer science; Adaptive control; Stochastic neural network; Mathematics; Mathematical optimization; Control (management); Artificial intelligence; Recurrent neural network","score_opus":0.011657652175965861,"score_gpt":0.23283779978834468,"score_spread":0.2211801476123788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957387704","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20079675,0.0028070465,0.7809007,0.00031058895,0.012128471,0.0024719099,0.00035539005,0.00006302352,0.00016613217],"genre_scores_gemma":[0.99616385,0.0000057108896,0.0029130839,0.00012540288,0.00060565263,0.000029975137,0.0000037819852,0.00006345216,0.000089083376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975155,0.00012554984,0.001184384,0.00017169876,0.0005512527,0.0004516439],"domain_scores_gemma":[0.99768955,0.0003584144,0.0007707956,0.0004158473,0.00061870436,0.00014668104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078765064,0.00031241486,0.0009926158,0.0001693655,0.00008553264,0.00005198257,0.00066031807,0.00017779919,0.000011538671],"category_scores_gemma":[0.00018681436,0.0002238831,0.0006244616,0.00021709972,0.000109157256,0.00031592674,0.000030244544,0.00044629225,0.000014378144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008734932,0.00009071047,0.0005007788,0.00024855632,0.00048158533,0.0000061510605,0.00013571818,0.9942964,0.002450197,0.00031756193,0.0005058739,0.00009301068],"study_design_scores_gemma":[0.010314643,0.00025762958,0.00023445173,0.0006150611,0.00024587865,0.000042408137,0.00016406174,0.96815026,0.00019463334,0.000022206572,0.019529164,0.00022962427],"about_ca_topic_score_codex":0.000014450608,"about_ca_topic_score_gemma":0.000048160455,"teacher_disagreement_score":0.7953671,"about_ca_system_score_codex":0.00020912621,"about_ca_system_score_gemma":0.0002355413,"threshold_uncertainty_score":0.91296875},"labels":[],"label_agreement":null},{"id":"W2976711637","doi":"10.1016/j.jfranklin.2019.09.029","title":"Stabilization analysis for fuzzy systems with a switched sampled-data control","year":2019,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Elasticity and Wave Propagation","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Fuzzy logic; Fuzzy control system; Sampled data systems; Interval (graph theory); Sampling (signal processing); Computer science; Control (management); Membership function; Sampling interval; Function (biology); Mathematics; Data mining; Control system; Artificial intelligence; Statistics; Engineering","score_opus":0.019745802189418512,"score_gpt":0.22332942774292605,"score_spread":0.20358362555350754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976711637","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25964472,0.0002479153,0.73822886,0.000108361426,0.0011831768,0.0004186342,0.000051686766,0.000018284261,0.000098347184],"genre_scores_gemma":[0.99820954,0.00001790585,0.0014672849,0.00002651947,0.00021089778,0.0000065203235,0.0000151393015,0.000012359169,0.000033820495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991909,0.000029054165,0.00035201706,0.0000852904,0.00022979449,0.00011292005],"domain_scores_gemma":[0.99910164,0.00010657607,0.00021248929,0.0003376308,0.00020369032,0.00003794502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048224756,0.00009366559,0.0002783524,0.000120315366,0.00005600736,0.000056038396,0.0003651115,0.000054210588,0.0000062522363],"category_scores_gemma":[0.00010941435,0.000056661396,0.000100898425,0.00035486347,0.00002216209,0.0004334689,0.000018759454,0.0001467161,0.0000041529656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008775814,0.000015703652,0.010695866,0.00011081233,0.0008515158,7.69166e-7,0.00007093909,0.9860947,0.0014272206,0.00040740732,0.000090545785,0.00014676417],"study_design_scores_gemma":[0.0024828687,0.00013179336,0.007361186,0.00017730005,0.001657406,0.00002931979,0.00006811584,0.98142266,0.0004205294,0.00027599005,0.0058067692,0.00016606212],"about_ca_topic_score_codex":0.000014548726,"about_ca_topic_score_gemma":0.000075956414,"teacher_disagreement_score":0.73856485,"about_ca_system_score_codex":0.0000568645,"about_ca_system_score_gemma":0.000052066935,"threshold_uncertainty_score":0.23105846},"labels":[],"label_agreement":null},{"id":"W2992240879","doi":"10.1016/j.jfranklin.2019.11.056","title":"Decentralized finite-time adaptive fault-tolerant synchronization tracking control for multiple UAVs with prescribed performance","year":2019,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Differentiator; Control theory (sociology); Computer science; Synchronization (alternating current); Tracking error; Actuator; Fault tolerance; Controller (irrigation); Tracking (education); Bounded function; Control engineering; Control (management); Engineering; Mathematics; Distributed computing; Artificial intelligence; Bandwidth (computing); Channel (broadcasting)","score_opus":0.009933976583574651,"score_gpt":0.19491240606580415,"score_spread":0.1849784294822295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992240879","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45325357,0.0010282377,0.5413827,0.0001233467,0.0023211162,0.0016266904,0.000049437476,0.00006610589,0.00014885319],"genre_scores_gemma":[0.9952008,0.00003801532,0.004052692,0.000056172255,0.00042475236,0.000024345622,0.0000036956812,0.000052195683,0.00014729954],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985249,0.000057459692,0.0006097367,0.00013453556,0.000367159,0.00030622314],"domain_scores_gemma":[0.99855816,0.00026851482,0.00039391546,0.00024813693,0.0004479259,0.00008336666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037625284,0.00023906605,0.00052126317,0.0000945947,0.00010862565,0.000056626362,0.00040602643,0.000104984625,0.000020963327],"category_scores_gemma":[0.0001688461,0.00015379596,0.00020647397,0.00016143247,0.0000596425,0.0007065165,0.000016379889,0.0003155807,0.000027593192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001034638,0.00003696348,0.0037672624,0.00009390226,0.000394533,0.0000055744304,0.00027047456,0.98799646,0.0039775535,0.00003098903,0.00015886467,0.0022327937],"study_design_scores_gemma":[0.008799306,0.0003023234,0.0026477457,0.0006164947,0.00015516905,0.000048667152,0.0000335266,0.97236043,0.0012759912,0.000008757743,0.013533334,0.00021822196],"about_ca_topic_score_codex":0.000004699948,"about_ca_topic_score_gemma":0.00001519044,"teacher_disagreement_score":0.54194725,"about_ca_system_score_codex":0.00017373734,"about_ca_system_score_gemma":0.00011418484,"threshold_uncertainty_score":0.62716174},"labels":[],"label_agreement":null},{"id":"W2992450457","doi":"10.1016/j.jfranklin.2019.11.077","title":"Adaptive output-feedback time-varying formation tracking control for multi-agent systems with switching directed networks","year":2019,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Computer science; Multi-agent system; Controller (irrigation); Nonlinear system; Tracking (education); Stability (learning theory); Control (management); Lyapunov function; Lyapunov stability; Artificial intelligence","score_opus":0.02609756996839924,"score_gpt":0.2357798248837969,"score_spread":0.20968225491539766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992450457","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01761925,0.00062751345,0.97369975,0.0002813301,0.0055782218,0.0019809736,0.000017757919,0.00009894937,0.00009626017],"genre_scores_gemma":[0.98746806,0.000007567805,0.011628562,0.00015408375,0.00046686525,0.00004663598,0.0000036104693,0.000025698191,0.0001989207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972582,0.0002526744,0.0010598234,0.00028845345,0.0006706537,0.00047020675],"domain_scores_gemma":[0.9965048,0.00025263097,0.0017850957,0.0005785872,0.0007335468,0.0001453527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014391354,0.00030828628,0.000669844,0.0001628995,0.0003252453,0.0005014495,0.0015213664,0.0001380979,0.0000016396407],"category_scores_gemma":[0.0001413851,0.00019453798,0.00034195825,0.0003859228,0.000034445136,0.002445063,0.00010162287,0.00047604265,0.000027401691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003895387,0.00014064528,0.0010008032,0.000093108334,0.00054463086,0.000021904625,0.0007094926,0.9877612,0.0014449845,0.00095178466,0.00049182127,0.00645006],"study_design_scores_gemma":[0.0066963034,0.00019877614,0.0012818002,0.0009840813,0.000121338024,0.00021418273,0.000059804035,0.98753583,0.00013084151,0.000018840365,0.002502,0.00025622302],"about_ca_topic_score_codex":0.000033782795,"about_ca_topic_score_gemma":0.000009411056,"teacher_disagreement_score":0.9698488,"about_ca_system_score_codex":0.00030967497,"about_ca_system_score_gemma":0.0001709418,"threshold_uncertainty_score":0.79330283},"labels":[],"label_agreement":null},{"id":"W2993302253","doi":"10.1016/j.jfranklin.2019.11.069","title":"Fixed-time consensus for uncertain multi-agent systems with actuator faults","year":2019,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Actuator; Consensus; Tracking (education); Singularity; Scheme (mathematics); Computer science; Multi-agent system; Upper and lower bounds; Euler's formula; Discrete time and continuous time; Control (management); Mathematics; Mathematical optimization; Artificial intelligence","score_opus":0.01878917869233907,"score_gpt":0.24362230808628346,"score_spread":0.2248331293939444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993302253","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3257166,0.00086453784,0.6466414,0.0033584752,0.018607117,0.0041720644,0.00015445422,0.00013259062,0.00035274928],"genre_scores_gemma":[0.9781147,0.000005858159,0.018817833,0.0002370267,0.0003877973,0.000046819216,0.0000031436728,0.000025575462,0.0023612042],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99737287,0.00018529862,0.0009005581,0.00033203722,0.0007686103,0.00044061473],"domain_scores_gemma":[0.99671334,0.0002829422,0.0012299959,0.0009395249,0.00063398626,0.0002001921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011314219,0.00029789345,0.0006402351,0.00014011982,0.00019659185,0.00023142017,0.002148243,0.00013016093,0.0000062834465],"category_scores_gemma":[0.0002517462,0.0001730083,0.000355311,0.00035221453,0.00009814507,0.0004925188,0.00015567864,0.0003229721,0.00014174343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028112612,0.0022822185,0.016046334,0.0015623736,0.0063208314,0.0009280461,0.0037756595,0.79382056,0.07000738,0.029661734,0.06012393,0.012659689],"study_design_scores_gemma":[0.019770607,0.0009787317,0.0026893162,0.0016997913,0.00030001125,0.00166822,0.00023689441,0.7380011,0.0023700946,0.00013067784,0.23119958,0.00095498096],"about_ca_topic_score_codex":0.00006398146,"about_ca_topic_score_gemma":0.0000130396575,"teacher_disagreement_score":0.6523981,"about_ca_system_score_codex":0.00024444686,"about_ca_system_score_gemma":0.00050434767,"threshold_uncertainty_score":0.7055074},"labels":[],"label_agreement":null},{"id":"W3035330354","doi":"10.1016/j.jfranklin.2020.05.018","title":"Distributed hunting problem of multi-quadrotor systems via bearing constraint method subject to time delays","year":2020,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Defense Basic Scientific Research Program of China; National Natural Science Foundation of China","keywords":"Constraint (computer-aided design); Computer science; Bearing (navigation); Control theory (sociology); Observer (physics); Lipschitz continuity; Protocol (science); Artificial intelligence; Engineering; Mathematics; Control (management)","score_opus":0.027387218059469004,"score_gpt":0.26487356044523885,"score_spread":0.23748634238576985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035330354","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012860673,0.00021106143,0.9820788,0.0018235758,0.0015356137,0.0012109588,0.000088312925,0.00007013924,0.00012088637],"genre_scores_gemma":[0.8648442,0.0000023153782,0.13449864,0.0002291149,0.0003451305,0.00002653318,0.0000033380988,0.000020489962,0.00003026067],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99625415,0.00043599092,0.001653904,0.00036547924,0.00084254565,0.00044795676],"domain_scores_gemma":[0.9966096,0.00021367164,0.0015964508,0.0005770091,0.0006289524,0.00037431697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021034637,0.00030088102,0.0008574664,0.00014969209,0.0001946636,0.0002482352,0.0026524798,0.00013398264,0.0000058233895],"category_scores_gemma":[0.0006241665,0.00021937347,0.00043961938,0.0009507529,0.00009076948,0.0007178566,0.0005284641,0.0005377756,0.00004663336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026131747,0.00046957622,0.0047679567,0.0007238907,0.001516161,0.00030818066,0.0035024448,0.5981434,0.35685346,0.0065159993,0.0013096503,0.025627956],"study_design_scores_gemma":[0.0036488513,0.00036313402,0.0017424026,0.0011333185,0.00019052625,0.00059202337,0.00013160262,0.9605399,0.014534727,0.00007350575,0.016500056,0.00054996135],"about_ca_topic_score_codex":0.00018490807,"about_ca_topic_score_gemma":0.000008277733,"teacher_disagreement_score":0.8519835,"about_ca_system_score_codex":0.00017262399,"about_ca_system_score_gemma":0.0003207247,"threshold_uncertainty_score":0.89457905},"labels":[],"label_agreement":null},{"id":"W3084071890","doi":"10.1016/j.jfranklin.2020.09.001","title":"Continuous PID-SMC based on improved EHGO for robot manipulators with limited state measurements","year":2020,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"China Scholarship Council","keywords":"Control theory (sociology); PID controller; Sliding mode control; Computer science; Lyapunov stability; Singular perturbation; Convergence (economics); Control engineering; Lyapunov function; State observer; Stability (learning theory); Engineering; Mathematics; Control (management); Nonlinear system; Artificial intelligence; Physics; Temperature control","score_opus":0.04079231953017787,"score_gpt":0.22265081166322892,"score_spread":0.18185849213305105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084071890","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20455176,0.00053893524,0.7832334,0.0030236356,0.0054955375,0.0022450152,0.00007104854,0.00019662657,0.00064403616],"genre_scores_gemma":[0.9928394,0.0000042741344,0.0056120744,0.0007530857,0.0006568942,0.000016961632,0.000001874958,0.00006286211,0.00005257396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984991,0.000051036805,0.0005902136,0.00014116055,0.00045754763,0.00026096075],"domain_scores_gemma":[0.9988426,0.000072110444,0.00035758046,0.00023403039,0.0003187811,0.00017487111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751253,0.0002503348,0.00047057364,0.0000853774,0.000087074666,0.00005384915,0.00044785975,0.000070447415,0.000005039209],"category_scores_gemma":[0.00023520387,0.0001585648,0.00024146932,0.00019458376,0.000048830592,0.00020865472,0.000019373789,0.00036669336,0.000007048154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011741875,0.00006148463,0.0017327212,0.00012010049,0.00051932596,0.000027977729,0.0001456578,0.9689471,0.023793044,0.0000137715615,0.0015818338,0.0018827558],"study_design_scores_gemma":[0.0106988,0.0015055051,0.00390638,0.00062809116,0.0003180743,0.000033640586,0.000046407076,0.9147299,0.013714029,0.000023581033,0.053893615,0.00050200813],"about_ca_topic_score_codex":0.0000062883455,"about_ca_topic_score_gemma":0.000026657259,"teacher_disagreement_score":0.78828764,"about_ca_system_score_codex":0.00013437169,"about_ca_system_score_gemma":0.000109250796,"threshold_uncertainty_score":0.6466085},"labels":[],"label_agreement":null},{"id":"W3089121886","doi":"10.1016/j.jfranklin.2020.09.018","title":"Stabilization of supply networks with a varying manager-reaction time delay","year":2020,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Business; Computer science; Control theory (sociology); Control (management); Artificial intelligence","score_opus":0.010766635972598693,"score_gpt":0.20205565241311654,"score_spread":0.19128901644051785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089121886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71165144,0.00023530415,0.27786416,0.0049516573,0.000993583,0.00039584778,0.0000019568895,0.00006623829,0.0038397824],"genre_scores_gemma":[0.9969122,0.00001419876,0.0010579757,0.00095516647,0.0009811796,0.0000015795035,0.0000035138423,0.000018076924,0.000056098135],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990249,0.000024014642,0.00042586168,0.00010894988,0.00029492663,0.00012130633],"domain_scores_gemma":[0.9984942,0.000038048835,0.0010142232,0.00016542141,0.0002724852,0.000015611071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003901427,0.00012011431,0.0002592732,0.00012361119,0.00013507616,0.000056583245,0.00033773354,0.00004427908,0.00004511739],"category_scores_gemma":[0.00020073919,0.00007754144,0.00015238117,0.0007944981,0.00008449121,0.0015966967,0.00008540307,0.00023830059,0.000014643615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005539431,0.00005778463,0.0034670453,0.000096761185,0.00023533395,0.000026897305,0.00009509501,0.98355716,0.0053768884,0.0026862144,0.00056123396,0.0032856287],"study_design_scores_gemma":[0.0034247786,0.00014687054,0.004872121,0.0010199827,0.002440843,0.00008184078,0.00021827,0.900777,0.0011874213,0.0074628964,0.07772942,0.00063860376],"about_ca_topic_score_codex":0.000019829167,"about_ca_topic_score_gemma":0.000009544789,"teacher_disagreement_score":0.28526074,"about_ca_system_score_codex":0.000029201703,"about_ca_system_score_gemma":0.000024351008,"threshold_uncertainty_score":0.31620482},"labels":[],"label_agreement":null},{"id":"W3092682343","doi":"10.1016/j.jfranklin.2020.09.047","title":"Adoption of hybrid time series neural network in the underwater acoustic signal modulation identification","year":2020,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Wireless Signal Modulation Classification","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Polit National Laboratory for Marine Science and Technology; Chinese Academy of Medical Sciences","keywords":"Computer science; SIGNAL (programming language); Artificial neural network; Modulation (music); Underwater acoustic communication; Interference (communication); Identification (biology); Series (stratigraphy); Underwater; Artificial intelligence; Deep learning; Pattern recognition (psychology); Speech recognition; Channel (broadcasting); Telecommunications; Acoustics","score_opus":0.0263174013326708,"score_gpt":0.232521066950891,"score_spread":0.2062036656182202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092682343","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27878574,0.000053179996,0.7104124,0.009853229,0.0005909877,0.00025428107,0.000001840258,0.00001473402,0.00003363286],"genre_scores_gemma":[0.99649256,0.0000071660174,0.0027290115,0.0003418917,0.0003930868,0.0000049897185,0.000003856111,0.0000061291203,0.000021298438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981389,0.0002662721,0.0007582625,0.00014563053,0.0005611084,0.00012980161],"domain_scores_gemma":[0.9985142,0.00009055151,0.0008396788,0.00029017267,0.0002270585,0.00003833387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000787744,0.000106995365,0.000176599,0.000076620505,0.00012550986,0.00011530981,0.0010378622,0.000039058814,0.000006851487],"category_scores_gemma":[0.00009333167,0.0000667041,0.00012300706,0.0005756673,0.000090383,0.0014485258,0.00007698376,0.00025932922,0.000013891494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038346494,0.000031131887,0.000710616,0.000015960051,0.000013363113,0.0000044791295,0.00052686513,0.9636695,0.029959919,0.0023333712,0.00037334886,0.0023231455],"study_design_scores_gemma":[0.0003082392,0.000086245906,0.059339974,0.000058872818,0.000025176927,0.000060739632,0.000023694787,0.9322114,0.0031379105,0.004293049,0.0003695805,0.00008510645],"about_ca_topic_score_codex":0.0000041308977,"about_ca_topic_score_gemma":0.0000049213777,"teacher_disagreement_score":0.71770686,"about_ca_system_score_codex":0.000054718475,"about_ca_system_score_gemma":0.000083260486,"threshold_uncertainty_score":0.27201146},"labels":[],"label_agreement":null},{"id":"W3132131652","doi":"10.1016/j.jfranklin.2021.02.015","title":"Convergent under-approximations of reachable sets and tubes: A piecewise constant approach","year":2021,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Piecewise; Constant (computer programming); Mathematics; Applied mathematics; Mathematical analysis; Mathematical optimization; Computer science","score_opus":0.02095563314685304,"score_gpt":0.23925266442724405,"score_spread":0.21829703128039102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132131652","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013407243,0.0005749659,0.9786859,0.004554063,0.0005812325,0.000084402476,0.000007749456,0.000008005231,0.0020964346],"genre_scores_gemma":[0.79192644,0.00033819524,0.20677713,0.000560837,0.000053459305,0.0000030615342,0.0000034513976,0.0000046825844,0.00033273106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989243,0.00008730563,0.00044808924,0.00011540603,0.0003383934,0.000086493084],"domain_scores_gemma":[0.9988722,0.000050890834,0.000279579,0.00026050527,0.00046795947,0.000068848836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038483593,0.00007652375,0.00021087883,0.00009398099,0.00013120522,0.00006936268,0.00037190906,0.00003969955,0.000023261182],"category_scores_gemma":[0.00012793782,0.00005180935,0.00013693661,0.0005406184,0.00009059112,0.0004387651,0.00014738878,0.00013083644,0.0000014261387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014908167,0.00051633123,0.0018091678,0.000072070696,0.00049863843,0.000014456979,0.0012798288,0.16703852,0.0016130797,0.82430005,0.0013678534,0.0014750971],"study_design_scores_gemma":[0.0020130775,0.00006820109,0.003692341,0.00017724355,0.00028355187,0.0007073248,0.00043108172,0.9471619,0.0039447406,0.0326609,0.008596057,0.0002635765],"about_ca_topic_score_codex":0.000010543171,"about_ca_topic_score_gemma":0.0000053664685,"teacher_disagreement_score":0.79163915,"about_ca_system_score_codex":0.000030413614,"about_ca_system_score_gemma":0.0003711521,"threshold_uncertainty_score":0.2112724},"labels":[],"label_agreement":null},{"id":"W3197385921","doi":"10.1016/j.jfranklin.2021.07.056","title":"Advances on modeling and control of semi-Markovian switching systems: A Survey","year":2021,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Taishan Scholar Project of Shandong Province; Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Computer science; Control (management); Markov process; Stability (learning theory); Filter (signal processing); Control system; Engineering; Artificial intelligence; Mathematics; Machine learning","score_opus":0.01332985474072927,"score_gpt":0.21747625498830514,"score_spread":0.20414640024757588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197385921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76274365,0.02869287,0.20111643,0.00027157727,0.005746912,0.00027675804,0.000033930595,0.000025237716,0.0010926381],"genre_scores_gemma":[0.9992202,0.00040078347,0.000085593994,0.00004122434,0.00022444512,0.0000033901133,4.4816574e-7,0.000012097816,0.000011828145],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863136,0.0001780664,0.00065180915,0.00009194054,0.00030495698,0.00014186677],"domain_scores_gemma":[0.99898285,0.00027579477,0.00020931047,0.00022366106,0.00024516683,0.00006324869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010712907,0.00012962866,0.00046012938,0.00006008394,0.0000739958,0.000044637003,0.0002143242,0.00007109461,0.0000023347934],"category_scores_gemma":[0.0004250612,0.00008910513,0.00013963434,0.0001415723,0.00003338894,0.00026734755,0.000019280038,0.00030198184,5.903615e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009712128,0.00001981014,0.0031441392,0.00020879184,0.00014163132,0.00001303754,0.00019317726,0.9920246,0.002210118,0.00020539622,0.000016995265,0.001725187],"study_design_scores_gemma":[0.00274545,0.00009382544,0.0019317288,0.0018076424,0.00012280127,0.00020359988,0.00047899407,0.98768115,0.00059381104,0.000630413,0.0034751748,0.00023543766],"about_ca_topic_score_codex":0.00008191294,"about_ca_topic_score_gemma":0.00018292216,"teacher_disagreement_score":0.23647654,"about_ca_system_score_codex":0.00005559203,"about_ca_system_score_gemma":0.00008104847,"threshold_uncertainty_score":0.3633602},"labels":[],"label_agreement":null},{"id":"W4285678450","doi":"10.1016/j.jfranklin.2022.07.015","title":"Hierarchical estimation of vehicle state and tire forces for distributed in-wheel motor drive electric vehicle without previously established tire model","year":2022,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Fundamental Research Funds for the Central Universities; National University's Basic Research Foundation of China; China Scholarship Council; National Natural Science Foundation of China","keywords":"CarSim; Estimator; Control theory (sociology); Tire balance; Observer (physics); Slip angle; Nonlinear system; Torque; Electric vehicle; Vehicle dynamics; Engineering; Computer science; Automotive engineering; Steering wheel; Mathematics; Power (physics); Control (management)","score_opus":0.0057897240453253325,"score_gpt":0.20914851807996854,"score_spread":0.20335879403464321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285678450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975923,0.0006063485,0.022185937,0.00019163419,0.00034802448,0.00057745096,0.00011520678,0.000015417067,0.000036974932],"genre_scores_gemma":[0.99929017,0.000046586072,0.00043767766,0.000023608805,0.000047316415,0.000061802224,0.0000064271867,0.000022087428,0.00006434611],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986838,0.00005597432,0.00061120535,0.00011169229,0.0003072433,0.00023009285],"domain_scores_gemma":[0.99933946,0.000067068344,0.00027179843,0.0001623199,0.00008908692,0.00007023687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005204355,0.00013680987,0.00036003164,0.0001381691,0.00014933999,0.000041292282,0.00031934783,0.000049339367,0.0000021582725],"category_scores_gemma":[0.00008186104,0.00010911014,0.0001302247,0.00027322676,0.000043345273,0.0002920048,0.00006248224,0.00039052992,1.8903735e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020736826,0.000049100636,0.0025227312,0.00011310533,0.00007514362,0.0000045979377,0.00042862454,0.97201717,0.0067101726,0.00030982937,0.000094326424,0.017467855],"study_design_scores_gemma":[0.0018671757,0.00017026681,0.0034114898,0.00007697909,0.000048822865,0.000031017804,0.000031144773,0.9927309,0.00014045463,0.0011484562,0.0002297242,0.00011352434],"about_ca_topic_score_codex":0.000027578697,"about_ca_topic_score_gemma":0.00004096718,"teacher_disagreement_score":0.02336714,"about_ca_system_score_codex":0.0001677046,"about_ca_system_score_gemma":0.00011051671,"threshold_uncertainty_score":0.4449382},"labels":[],"label_agreement":null},{"id":"W4302012974","doi":"10.1016/j.jfranklin.2023.08.044","title":"Efficient bayes inference in neural networks through adaptive importance sampling","year":2023,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Markov Chains and Monte Carlo Methods","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Army Research Office; Agence Nationale de la Recherche; Leverhulme Trust","keywords":"Computer science; Machine learning; Artificial intelligence; Curse of dimensionality; Artificial neural network; Bayes' theorem; Inference; Bayesian probability; Convergence (economics); Bayesian inference; Adaptation (eye); Bayesian network; Importance sampling; Monte Carlo method; Mathematics","score_opus":0.1356838686056046,"score_gpt":0.38337042920619624,"score_spread":0.24768656060059163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302012974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7935836,0.0006216343,0.20033497,0.0006239997,0.0036587382,0.00030521318,0.0000049817563,0.00003500673,0.0008318796],"genre_scores_gemma":[0.970805,0.00012051749,0.028285397,0.00019762502,0.0004467502,0.0000088854595,4.5247242e-7,0.0000195624,0.00011581144],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825037,0.00016915178,0.0007534115,0.0001492394,0.0003680489,0.0003097886],"domain_scores_gemma":[0.9979959,0.0008941185,0.00057643617,0.00032316524,0.0001488931,0.000061461295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017247887,0.00017185704,0.0004005376,0.00011009167,0.00012776119,0.000035107303,0.0005092167,0.00010280948,0.000007313946],"category_scores_gemma":[0.0019522337,0.00010941065,0.0002488863,0.00068019505,0.00011102866,0.00013217132,0.00017267693,0.0006638725,1.8124733e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014349705,0.000106660205,0.006268869,0.00005770728,0.00007915268,0.00014561618,0.001896871,0.96130925,0.00015732163,0.022347583,0.0011096376,0.006377822],"study_design_scores_gemma":[0.0016361082,0.00014686887,0.004718423,0.0009167159,0.00010193795,0.00009590839,0.0007528751,0.9569347,0.00017239926,0.029463291,0.0046677045,0.00039309467],"about_ca_topic_score_codex":0.000021449106,"about_ca_topic_score_gemma":0.00014870976,"teacher_disagreement_score":0.17722142,"about_ca_system_score_codex":0.0000886645,"about_ca_system_score_gemma":0.00008875768,"threshold_uncertainty_score":0.44616368},"labels":[],"label_agreement":null},{"id":"W4320038642","doi":"10.1016/j.jfranklin.2023.02.008","title":"Controller design for discrete-time nonlinear feed-forward cascades with application to bacterial quorum sensing","year":2023,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Cascade; Nonlinear system; Lyapunov function; Exponential stability; Discretization; Controller (irrigation); Computer science; Stability (learning theory); Mathematics; Engineering; Control (management); Artificial intelligence; Physics","score_opus":0.01150392175967347,"score_gpt":0.2521115530684574,"score_spread":0.24060763130878393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320038642","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21169919,0.000007896869,0.78284466,0.0036662996,0.00065792724,0.00086912577,0.00004720568,0.000019206112,0.00018849241],"genre_scores_gemma":[0.96759635,0.0000017139803,0.029521048,0.00021268026,0.001941528,0.000024796474,0.000008280044,0.000026960579,0.00066662655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990086,0.000040150946,0.00034220127,0.00012734605,0.00024571226,0.00023596601],"domain_scores_gemma":[0.9991848,0.00017776425,0.0002018391,0.00013700602,0.00014525442,0.00015332196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004396135,0.00012845173,0.00028662325,0.000052853036,0.00017622323,0.00006107283,0.00024306984,0.00004436831,0.0000246731],"category_scores_gemma":[0.00008044967,0.00006933356,0.00019889898,0.00023266782,0.00004494772,0.00011920656,0.000054826396,0.00017043267,0.000058755806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016013108,0.0006632001,0.0014568153,0.00014393717,0.002896965,0.000036297646,0.0010056902,0.14898574,0.3005708,0.06971433,0.030854933,0.4276582],"study_design_scores_gemma":[0.011667051,0.0015551639,0.0013507775,0.000638276,0.0008163941,0.000034762634,0.00023771354,0.3396988,0.071714655,0.030664163,0.54058266,0.0010396151],"about_ca_topic_score_codex":0.000015006816,"about_ca_topic_score_gemma":0.000002276819,"teacher_disagreement_score":0.75589716,"about_ca_system_score_codex":0.000022899827,"about_ca_system_score_gemma":0.00009063704,"threshold_uncertainty_score":0.28273404},"labels":[],"label_agreement":null},{"id":"W4365458679","doi":"10.1016/j.jfranklin.2023.03.059","title":"Observer-based adaptive dynamic surface control of time-delayed non-strict systems with input nonlinearities","year":2023,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Control theory (sociology); Observer (physics); Bounded function; Nonlinear system; Controller (irrigation); Backstepping; Computer science; Fuzzy logic; Lyapunov function; Stability (learning theory); Adaptive control; Control (management); Mathematics; Artificial intelligence","score_opus":0.010882177565553685,"score_gpt":0.20720781746474684,"score_spread":0.19632563989919316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365458679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7756117,0.002071766,0.21522874,0.00032108315,0.0045350674,0.0011945454,0.00042145047,0.00020738564,0.00040826446],"genre_scores_gemma":[0.99771893,0.000047456684,0.00141159,0.000027866103,0.00032711204,0.000009758282,0.0000063724074,0.00006914958,0.00038175876],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99762744,0.00016149678,0.0009887712,0.00014991155,0.00072468654,0.00034769907],"domain_scores_gemma":[0.9978913,0.00037767328,0.0006336591,0.00041323513,0.0005661841,0.000117931944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000937875,0.0003209499,0.00086496014,0.00022692149,0.00009851953,0.00004782579,0.00069390226,0.00015932892,0.000005712564],"category_scores_gemma":[0.00011968941,0.00021306772,0.0003181194,0.0007064243,0.00019073607,0.00034735203,0.000040584448,0.0005478019,0.00004439739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004740956,0.00003910728,0.0007868008,0.00012866054,0.0007004838,0.00008427066,0.000091307535,0.99160594,0.005298666,0.000020629795,0.0006719065,0.000098148514],"study_design_scores_gemma":[0.0036507568,0.00040545154,0.0030735312,0.0007929367,0.00021798468,0.000065254004,0.00013131868,0.98883015,0.00049262703,0.000007304742,0.0020854902,0.00024717627],"about_ca_topic_score_codex":0.000096727534,"about_ca_topic_score_gemma":0.00006066615,"teacher_disagreement_score":0.22210725,"about_ca_system_score_codex":0.00020544093,"about_ca_system_score_gemma":0.00030975422,"threshold_uncertainty_score":0.86886495},"labels":[],"label_agreement":null},{"id":"W4381384260","doi":"10.1016/j.jfranklin.2023.06.022","title":"Barrier function-based prescribed-performance adaptive attitude tracking control for spacecraft with uncertainties","year":2023,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Sichuan Province Science and Technology Support Program","keywords":"Control theory (sociology); Spacecraft; Convergence (economics); Compensation (psychology); Attitude control; Tracking (education); Function (biology); Bounded function; Adaptive control; Disturbance (geology); Computer science; Control (management); Control engineering; Engineering; Mathematics; Aerospace engineering; Artificial intelligence","score_opus":0.02004077403805053,"score_gpt":0.22093959656237414,"score_spread":0.20089882252432362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381384260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2755167,0.0010058417,0.7129506,0.0008161435,0.0075368425,0.0014117567,0.00009011108,0.00026385905,0.00040817505],"genre_scores_gemma":[0.99699336,0.00001690966,0.0013807088,0.00013406758,0.0009998688,0.000058959577,0.0000019444687,0.000051217336,0.000362949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862176,0.00004268315,0.00047800408,0.00012452956,0.0004160548,0.00031695372],"domain_scores_gemma":[0.9987666,0.00022214682,0.0002572747,0.00024363254,0.0004171528,0.00009319835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005634772,0.00023101468,0.00040737077,0.00017979639,0.00019951469,0.00005772219,0.0003747468,0.00009160738,0.00000832597],"category_scores_gemma":[0.00013788759,0.00014566287,0.00024424057,0.0003082384,0.00012795477,0.000483983,0.000015137862,0.00036164015,0.000014954534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076901633,0.000015149261,0.0031059978,0.000096405856,0.0005133836,0.0000148406,0.00011934612,0.99034154,0.0013405358,0.00012049115,0.002256563,0.0013067286],"study_design_scores_gemma":[0.006189783,0.00065330206,0.016327647,0.00079693977,0.0003740155,0.00004744389,0.00017952322,0.8891423,0.0013468581,0.000076324126,0.08450171,0.00036417673],"about_ca_topic_score_codex":0.0000074875547,"about_ca_topic_score_gemma":0.00006900985,"teacher_disagreement_score":0.7214767,"about_ca_system_score_codex":0.00013056514,"about_ca_system_score_gemma":0.00018724386,"threshold_uncertainty_score":0.5939959},"labels":[],"label_agreement":null},{"id":"W4390811581","doi":"10.1016/j.jfranklin.2024.01.009","title":"Hybrid protocols for leader–follower consensus of multi-agent systems with distributed delays","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Consensus; Multi-agent system; Computer science; Distributed computing; Artificial intelligence","score_opus":0.04121331711846778,"score_gpt":0.2902255774758158,"score_spread":0.24901226035734803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390811581","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009878303,0.001274382,0.970629,0.00136068,0.005658499,0.010676075,0.00039108982,0.000081779835,0.000050186012],"genre_scores_gemma":[0.98872775,0.000005691218,0.009052785,0.00005822937,0.0003569614,0.0014943928,0.000007189809,0.000029086159,0.00026794043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99699974,0.00016967865,0.0012826356,0.0003366883,0.0008045221,0.0004067476],"domain_scores_gemma":[0.9971418,0.00024135331,0.0009400212,0.00078582246,0.00072304596,0.00016797884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274338,0.00030291744,0.00067605026,0.00017678947,0.00016805189,0.0003795556,0.0018383177,0.000095424664,0.0000020374164],"category_scores_gemma":[0.00026005966,0.0001774673,0.000494413,0.00046724707,0.00019974135,0.00049143686,0.00014612456,0.00038691857,0.00001081455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028250513,0.0035622828,0.0045968024,0.008810668,0.0109459385,0.004205752,0.0031691866,0.671895,0.039819323,0.101374686,0.130083,0.018712256],"study_design_scores_gemma":[0.008828273,0.00094830873,0.00059831707,0.005986725,0.0004253822,0.0027552168,0.00014566985,0.63888717,0.00854384,0.00031263585,0.33190155,0.0006669181],"about_ca_topic_score_codex":0.000041937477,"about_ca_topic_score_gemma":0.000011817458,"teacher_disagreement_score":0.9788494,"about_ca_system_score_codex":0.0002100302,"about_ca_system_score_gemma":0.0007019716,"threshold_uncertainty_score":0.7236906},"labels":[],"label_agreement":null},{"id":"W4392654438","doi":"10.1016/j.jfranklin.2024.106717","title":"Asynchronous deep reinforcement learning with gradient sharing for State of Charge balancing of multiple batteries in cyber–physical electric vehicles","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asynchronous communication; Reinforcement learning; Cyber-physical system; Asynchronous learning; Computer science; Reinforcement; Charge (physics); State (computer science); Electrical engineering; Engineering; Computer network; Artificial intelligence; Psychology; Physics; Synchronous learning; Mathematics education; Cooperative learning","score_opus":0.010459388923613781,"score_gpt":0.24458355878056545,"score_spread":0.23412416985695167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392654438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8993122,0.00065087515,0.0994098,0.000060539744,0.00023414023,0.000253072,0.0000023662626,0.00003958576,0.00003745389],"genre_scores_gemma":[0.99822605,0.00018737037,0.0014609008,0.000004051405,0.00005418555,0.000021251095,8.884417e-7,0.000026108217,0.000019216968],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884623,0.000012850736,0.00046692236,0.00010945511,0.0002846128,0.00027994937],"domain_scores_gemma":[0.99944365,0.00013908908,0.00014361282,0.00016799528,0.00007627729,0.000029383056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027987856,0.00013483614,0.0003188375,0.00031119608,0.000045916182,0.000022138662,0.00037751388,0.000036924233,0.0000025919503],"category_scores_gemma":[0.00014517587,0.000091439324,0.00011020862,0.00043611677,0.00008727408,0.0003069463,0.000091472655,0.0005536186,9.1801553e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008891794,0.000023732295,0.0037004831,0.00045811117,0.00012691795,0.000018172303,0.00065757945,0.89721125,0.07709309,0.00015992486,0.000010353166,0.02045145],"study_design_scores_gemma":[0.0007294492,0.00039378693,0.0023755666,0.0009282527,0.00002868653,0.000033974015,0.000078273195,0.7274587,0.26654696,0.00057319447,0.00071362196,0.00013948824],"about_ca_topic_score_codex":0.000011906054,"about_ca_topic_score_gemma":0.000031145304,"teacher_disagreement_score":0.18945388,"about_ca_system_score_codex":0.00021517958,"about_ca_system_score_gemma":0.000048868784,"threshold_uncertainty_score":0.37287873},"labels":[],"label_agreement":null},{"id":"W4392983226","doi":"10.1016/j.jfranklin.2024.106742","title":"Sensor fault detection and compensation with performance prescription for robotic manipulators","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fault detection and isolation; Medical prescription; Compensation (psychology); Robot manipulator; Computer science; Fault (geology); Control engineering; Artificial intelligence; Control theory (sociology); Robot; Engineering; Medicine; Psychology; Control (management); Pharmacology; Actuator; Biology","score_opus":0.011274605004813587,"score_gpt":0.20750882038236357,"score_spread":0.19623421537754998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392983226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8763029,0.0005973332,0.11749825,0.00009172304,0.0050605997,0.00028655858,9.234243e-7,0.000063994914,0.00009769268],"genre_scores_gemma":[0.9992426,0.000044232795,0.00021506134,0.00001348537,0.00034257094,0.0000113664855,2.390356e-7,0.000013750543,0.00011670943],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950933,0.000013138122,0.00021392218,0.0000565092,0.00012908969,0.00007801016],"domain_scores_gemma":[0.99978393,0.000016416883,0.00005251396,0.000066798515,0.000051277497,0.000029035546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015783777,0.00007986338,0.00011396397,0.00008298649,0.000087199965,0.000075869146,0.000055260207,0.000046346828,0.0000014422639],"category_scores_gemma":[0.000011381329,0.000049328293,0.000057412384,0.000106059364,0.000022939133,0.0003404516,0.0000042112765,0.00015919525,0.000002512788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097603865,0.0000061288256,0.00025929007,0.00040501528,0.00014851255,0.0000033456995,0.0002217866,0.9523688,0.02965279,0.000120249606,0.00010738262,0.016609078],"study_design_scores_gemma":[0.0004844538,0.00011411277,0.002795541,0.0002825698,0.00008127315,0.0003936339,0.00004323548,0.9735646,0.004996569,0.000032772823,0.017132454,0.00007875239],"about_ca_topic_score_codex":0.0000048518164,"about_ca_topic_score_gemma":0.000033680553,"teacher_disagreement_score":0.12293966,"about_ca_system_score_codex":0.00006631121,"about_ca_system_score_gemma":0.000012793956,"threshold_uncertainty_score":0.20115493},"labels":[],"label_agreement":null},{"id":"W4394935676","doi":"10.1016/j.jfranklin.2024.106840","title":"A Hierarchical approach for isolating sensor faults from un-stealthy attacks in large-scale systems","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Scale (ratio); Computer science; Computer security; Distributed computing; Geography; Cartography","score_opus":0.011929425802966727,"score_gpt":0.2425689830134769,"score_spread":0.2306395572105102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394935676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.540006,0.007508873,0.43341672,0.00041237727,0.016140297,0.00097535504,0.00012641614,0.00017359758,0.0012403944],"genre_scores_gemma":[0.9952659,0.00003893332,0.0029594018,0.00004914844,0.0014517354,0.000045208293,0.000003133441,0.000035024343,0.00015149676],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984514,0.00009175166,0.0007685883,0.00014843122,0.00027044237,0.0002693881],"domain_scores_gemma":[0.9994167,0.00014301401,0.00010968974,0.00019034091,0.00004891598,0.000091348746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007075955,0.00016582235,0.00038443698,0.00016246326,0.000100181125,0.00010306148,0.00027405683,0.0001592689,0.000004238933],"category_scores_gemma":[0.00007075375,0.00011334662,0.00027241418,0.0002775666,0.000026153322,0.00021956042,0.000024869902,0.0007102862,0.0000075113303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025672538,0.00011759012,0.0012501716,0.0010352922,0.0005709049,0.000070305745,0.0032844623,0.9741438,0.009197372,0.00047023702,0.0015533895,0.008049743],"study_design_scores_gemma":[0.0012702912,0.000040529678,0.00032745884,0.0004740097,0.00004264707,0.00012705373,0.00039759913,0.9497244,0.00017618324,0.000074464384,0.04721177,0.00013360463],"about_ca_topic_score_codex":0.000057153204,"about_ca_topic_score_gemma":0.000050675346,"teacher_disagreement_score":0.45525995,"about_ca_system_score_codex":0.00014428483,"about_ca_system_score_gemma":0.00005583498,"threshold_uncertainty_score":0.4622141},"labels":[],"label_agreement":null},{"id":"W4395686000","doi":"10.1016/j.jfranklin.2024.106874","title":"2D and 3D compatible chaotic image encryption system based on checkers rules and shift register","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Encryption; Register (sociolinguistics); Shift register; Chaotic; Image (mathematics); Computer science; Arithmetic; Theoretical computer science; Algorithm; Artificial intelligence; Computer vision; Computer security; Mathematics; Linguistics; Philosophy; Telecommunications","score_opus":0.014157254685328127,"score_gpt":0.23915138744128497,"score_spread":0.22499413275595684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395686000","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21208811,0.0013601374,0.7760503,0.0047076214,0.004112932,0.0004500386,0.000009952518,0.00012561449,0.0010952747],"genre_scores_gemma":[0.97713757,0.000039353246,0.02209875,0.0003603785,0.0002912181,0.0000073356164,0.0000010126362,0.0000136069675,0.000050785347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984946,0.00012917738,0.00043817962,0.0002572689,0.0004952319,0.00018550259],"domain_scores_gemma":[0.9990556,0.00013178898,0.000255087,0.00035757644,0.0000854963,0.00011440921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067656,0.00018485883,0.00025313895,0.00027375805,0.00018595008,0.00051633175,0.00049830426,0.00006903288,0.0000051735474],"category_scores_gemma":[0.00006459867,0.00012299184,0.00012448012,0.00026559745,0.00019326975,0.0011569004,0.000116151394,0.00040725508,0.000025252737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018883123,0.0012969451,0.005419767,0.013337318,0.0013189951,0.0054146512,0.014229317,0.10071748,0.10871658,0.508886,0.023562599,0.21521205],"study_design_scores_gemma":[0.0014685518,0.0003775461,0.007822813,0.003493795,0.00012705156,0.00068415736,0.000050283816,0.97161055,0.0023655235,0.00248196,0.009179718,0.00033804515],"about_ca_topic_score_codex":0.000029354402,"about_ca_topic_score_gemma":0.0000068097256,"teacher_disagreement_score":0.87089306,"about_ca_system_score_codex":0.00015952128,"about_ca_system_score_gemma":0.00015783854,"threshold_uncertainty_score":0.50154614},"labels":[],"label_agreement":null},{"id":"W4396780329","doi":"10.1016/j.jfranklin.2024.106884","title":"Online composite optimization with time-varying regularizers","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Regret; Metric (unit); Path (computing); Convex optimization; Upper and lower bounds; Function (biology); Regular polygon; Variation (astronomy); Convex function; Mathematical optimization; Mathematics; Computer science; Optimization problem; Online algorithm; Combinatorics; Statistics; Mathematical analysis; Physics; Engineering","score_opus":0.0543017719601523,"score_gpt":0.3727089263373512,"score_spread":0.3184071543771989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396780329","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02653936,0.0012814873,0.9625371,0.0058127074,0.0028106726,0.0002696004,0.000023713426,0.000036069658,0.0006893072],"genre_scores_gemma":[0.4941504,0.00037970516,0.47797915,0.00091024453,0.0034628608,0.00000994545,0.000015381704,0.0001154918,0.022976832],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99656934,0.00015545858,0.0006918674,0.0002206278,0.0021530776,0.0002096578],"domain_scores_gemma":[0.9980612,0.00045013562,0.00032304376,0.00042162865,0.0006312439,0.00011277976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018141445,0.00013396081,0.00028584033,0.0004076995,0.00024133037,0.0004482064,0.0011828605,0.000064524575,0.00018322215],"category_scores_gemma":[0.0008571236,0.00006417077,0.00019443227,0.0014871176,0.00029072122,0.0012717873,0.00016583204,0.00060721854,0.000077689525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001373829,0.00005139953,0.000082493665,0.0000070801834,0.00007704291,0.0001603724,0.0001335117,0.9824434,0.00079121615,0.000057480866,0.002338749,0.013719901],"study_design_scores_gemma":[0.00108664,0.00022272966,0.0007557162,0.00066382525,0.00008442142,0.001171534,0.0000767114,0.89458525,0.0019213258,0.0048147407,0.09439013,0.00022699298],"about_ca_topic_score_codex":0.0000043802147,"about_ca_topic_score_gemma":0.000004372917,"teacher_disagreement_score":0.48455793,"about_ca_system_score_codex":0.000113367816,"about_ca_system_score_gemma":0.00033518605,"threshold_uncertainty_score":0.43220648},"labels":[],"label_agreement":null},{"id":"W4399563344","doi":"10.1016/j.jfranklin.2024.106994","title":"The impact of vaccination and social distancing on COVID-19: A compartmental model and an evolutionary game theory approach","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social distance; Coronavirus disease 2019 (COVID-19); Game theory; Distancing; 2019-20 coronavirus outbreak; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Evolutionary game theory; Mathematical economics; Virology; Economics; Biology; Medicine; Outbreak","score_opus":0.18096607895827949,"score_gpt":0.4490180547220401,"score_spread":0.2680519757637606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399563344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93285125,0.003384241,0.058604132,0.0038584047,0.0003047799,0.0004305234,0.00005842861,0.000029384863,0.0004788354],"genre_scores_gemma":[0.9980318,0.00015811018,0.0013552627,0.0002237997,0.00017671332,0.000006942828,0.0000010419949,0.000008159718,0.000038182963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987507,0.00029021883,0.00044623544,0.00012812162,0.0002479581,0.00013675916],"domain_scores_gemma":[0.99782723,0.0016265806,0.00029717752,0.00011908729,0.000056555375,0.00007337753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020414887,0.00013449094,0.00030709236,0.000052893363,0.00044856974,0.000043556684,0.00019808524,0.00006073976,0.0000037084833],"category_scores_gemma":[0.0015698193,0.000060600174,0.00019710942,0.00010249769,0.0002707333,0.00019861774,0.00011758535,0.00030915148,2.3656884e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014325606,0.0005846109,0.005381308,0.000710656,0.0010865994,0.000017787597,0.009246771,0.08164117,0.0003196041,0.8760945,0.016860425,0.006623996],"study_design_scores_gemma":[0.0006281208,0.00021945071,0.020071719,0.000084002095,0.00014871178,0.000066425026,0.00042260974,0.1650429,0.000008649173,0.8123022,0.00089497026,0.00011025255],"about_ca_topic_score_codex":0.000015370086,"about_ca_topic_score_gemma":0.000010829097,"teacher_disagreement_score":0.08340174,"about_ca_system_score_codex":0.00035643918,"about_ca_system_score_gemma":0.00017877985,"threshold_uncertainty_score":0.3450081},"labels":[],"label_agreement":null},{"id":"W4400036904","doi":"10.1016/j.jfranklin.2024.107036","title":"Adaptive-neural command filtered synchronization control of tele-robotic systems using disturbance observer with safety enhancement","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Disturbance (geology); Control theory (sociology); Synchronization (alternating current); Computer science; Control engineering; Adaptive control; Observer (physics); Control (management); Artificial intelligence; Engineering; Telecommunications; Physics","score_opus":0.019756688638121554,"score_gpt":0.21810129786937016,"score_spread":0.1983446092312486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400036904","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13898441,0.006658243,0.84807795,0.00009093795,0.005554341,0.00039867577,0.000014625475,0.00003242484,0.00018838022],"genre_scores_gemma":[0.99894816,0.000052400952,0.00051851006,0.000016266897,0.00032909928,0.0000043243995,0.0000012617052,0.000018894914,0.00011107572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885345,0.000058628488,0.00058766396,0.00007838183,0.00029964306,0.00012221414],"domain_scores_gemma":[0.9994396,0.000044321572,0.00016810674,0.0001659579,0.0001388116,0.000043229997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452737,0.00013576682,0.00031830402,0.000063791194,0.000074370175,0.000078022196,0.00018815702,0.000046745998,0.000014037047],"category_scores_gemma":[0.000016861455,0.00008232844,0.00009295776,0.000188507,0.000063403,0.00033024806,0.000012944942,0.0001926173,0.0000025015245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054729186,0.000016448847,0.00051275035,0.00029253433,0.00027104316,0.000015797455,0.00028275477,0.9948952,0.0022700988,0.0006834789,0.00017261192,0.00053250714],"study_design_scores_gemma":[0.0008483453,0.000086791944,0.00084729225,0.0016564572,0.00013881926,0.0001901615,0.000064479995,0.99282706,0.0005191582,0.000004910072,0.0027029254,0.00011358758],"about_ca_topic_score_codex":0.000025644593,"about_ca_topic_score_gemma":0.000024771469,"teacher_disagreement_score":0.8599638,"about_ca_system_score_codex":0.00017623811,"about_ca_system_score_gemma":0.00007607552,"threshold_uncertainty_score":0.33572564},"labels":[],"label_agreement":null},{"id":"W4400556681","doi":"10.1016/j.jfranklin.2024.107059","title":"Adaptive tracking control for nonlinear multi-agent systems with stuck failures and unknown control directions","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Nonlinear system; Control theory (sociology); Control (management); Tracking (education); Computer science; Adaptive control; Control engineering; Artificial intelligence; Psychology; Engineering; Physics","score_opus":0.019817623479351894,"score_gpt":0.24136240257065342,"score_spread":0.22154477909130152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400556681","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011900704,0.027417665,0.94943386,0.0007137284,0.008307003,0.0016967115,0.0002466595,0.00016131495,0.00012236758],"genre_scores_gemma":[0.99360615,0.000109910274,0.0041148197,0.00005548638,0.0017399106,0.00007419368,0.0000010709532,0.00006465825,0.00023378154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99852186,0.00008321407,0.00063771044,0.00017505328,0.00031163945,0.0002705041],"domain_scores_gemma":[0.99880487,0.00034250133,0.00019640331,0.00018552889,0.00034478062,0.0001259469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005849256,0.00027489982,0.0005645148,0.0001712578,0.00018032428,0.0002106563,0.00025646895,0.000110908055,0.0000015050454],"category_scores_gemma":[0.00011081256,0.00016571021,0.00025005385,0.00018197694,0.0001276961,0.0004752671,0.00001507754,0.00048021757,0.0000042402726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006136671,0.00012152445,0.00036452975,0.0005788443,0.0045027463,0.00017262503,0.00063486723,0.97679794,0.0032535414,0.0025168299,0.001640586,0.008802321],"study_design_scores_gemma":[0.0040529417,0.00022998282,0.00035033686,0.00096050766,0.0005147061,0.00033215267,0.00017727636,0.73928905,0.000081751954,0.000013042086,0.2537849,0.00021336498],"about_ca_topic_score_codex":0.00003188354,"about_ca_topic_score_gemma":0.00017341987,"teacher_disagreement_score":0.9817055,"about_ca_system_score_codex":0.00016100532,"about_ca_system_score_gemma":0.000119860335,"threshold_uncertainty_score":0.6757467},"labels":[],"label_agreement":null},{"id":"W4400624347","doi":"10.1016/j.jfranklin.2024.107090","title":"Self-attention CNN based indoor human events detection with UWB radar","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced SAR Imaging Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Radar; Computer science; Remote sensing; Artificial intelligence; Geography; Telecommunications","score_opus":0.0068920208746960174,"score_gpt":0.2350494700520398,"score_spread":0.2281574491773438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400624347","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34484527,0.0006546531,0.6497559,0.00024978156,0.0030703584,0.00028122266,0.0000036915123,0.00069912575,0.00044001528],"genre_scores_gemma":[0.9686456,0.000028720235,0.030912185,0.000036786183,0.00028591993,0.0000075158414,7.861348e-7,0.000035837056,0.000046686873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991901,0.0000269997,0.00028703467,0.00008542468,0.00027799266,0.00013242902],"domain_scores_gemma":[0.99960786,0.000015601607,0.000087752676,0.00018396553,0.00006407228,0.00004073576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533102,0.00013247061,0.0001443334,0.00017721459,0.00010621878,0.00004667279,0.00024325143,0.000056095116,0.00000676169],"category_scores_gemma":[0.00001542926,0.00008796756,0.00012710397,0.0002668279,0.00003411905,0.00053059135,0.000019931127,0.0004951566,0.000007953513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026249752,0.00039473918,0.006332353,0.0023929062,0.0019544377,0.0009912029,0.00084657635,0.1449211,0.7407476,0.0011505956,0.006672402,0.09333364],"study_design_scores_gemma":[0.0036081546,0.0006515353,0.012099764,0.0054821926,0.00092956837,0.0020613053,0.000051092273,0.121089056,0.47312298,0.012245385,0.36744174,0.0012172172],"about_ca_topic_score_codex":0.000003709957,"about_ca_topic_score_gemma":0.000012967856,"teacher_disagreement_score":0.6238003,"about_ca_system_score_codex":0.0002144675,"about_ca_system_score_gemma":0.000041686286,"threshold_uncertainty_score":0.3587213},"labels":[],"label_agreement":null},{"id":"W4401433585","doi":"10.1016/j.jfranklin.2024.107154","title":"Comparison-based method to stability of positive 2-D continuous-time Roesser systems with time-varying delays","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Advanced Education, Skills and Training; Bộ Giáo dục và Ðào tạo","keywords":"Differentiable function; Stability (learning theory); Mathematics; Class (philosophy); Exponential function; Exponential stability; Control theory (sociology); Applied mathematics; Mathematical optimization; Computer science; Nonlinear system; Mathematical analysis; Control (management); Artificial intelligence","score_opus":0.012945209753393588,"score_gpt":0.25692813265248904,"score_spread":0.24398292289909546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401433585","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45501474,0.0039983545,0.5333895,0.0006829307,0.0032038218,0.0011684643,0.00010568794,0.00013573508,0.0023007537],"genre_scores_gemma":[0.99478924,0.0000020344626,0.0048046904,0.000045615605,0.0002574728,0.000017743505,0.0000015316095,0.00003134748,0.000050345843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978499,0.00024560935,0.0009641423,0.00017322651,0.00052170263,0.00024541625],"domain_scores_gemma":[0.99835426,0.0005660822,0.0002209389,0.00036067708,0.00036933323,0.00012871205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016432315,0.00023278616,0.00082700147,0.00014984176,0.000077468896,0.000108264096,0.00046530258,0.0001042003,0.00003550293],"category_scores_gemma":[0.0001038135,0.00014614561,0.0002831931,0.0004084765,0.00008979231,0.00027822814,0.000031863405,0.00044068333,0.000025997626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035787292,0.00007574767,0.0018320914,0.00052171835,0.000647507,0.000031969263,0.0009868463,0.95843077,0.035237186,0.00014965949,0.00068030524,0.0010483001],"study_design_scores_gemma":[0.0015137289,0.000493552,0.0010508782,0.0036313117,0.0005082233,0.00014641674,0.00030599325,0.9427764,0.037387338,0.000064609776,0.011699069,0.0004224836],"about_ca_topic_score_codex":0.00010610609,"about_ca_topic_score_gemma":0.000014140916,"teacher_disagreement_score":0.5397745,"about_ca_system_score_codex":0.00022774622,"about_ca_system_score_gemma":0.00024011482,"threshold_uncertainty_score":0.59596455},"labels":[],"label_agreement":null},{"id":"W4402328514","doi":"10.1016/j.jfranklin.2024.107264","title":"A randomized algorithm based approach to fault detection for uncertain systems subject to deception attack","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Deception; Subject (documents); Computer science; Algorithm; Fault (geology); Artificial intelligence; Psychology; Machine learning; Social psychology","score_opus":0.021436050835045503,"score_gpt":0.2639857763408155,"score_spread":0.24254972550576998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402328514","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05772371,0.0010153883,0.9278325,0.00022341342,0.01175337,0.0011920151,0.000014364571,0.00007481362,0.00017042212],"genre_scores_gemma":[0.9835464,0.00005001665,0.014352713,0.00012335874,0.0015818893,0.0001907852,0.00000201943,0.000029415467,0.00012339906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988071,0.00008825472,0.00046957488,0.00013160841,0.00030805156,0.00019542013],"domain_scores_gemma":[0.99936646,0.00017964123,0.000060276147,0.00015859905,0.00011865811,0.00011634785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012448259,0.00015032417,0.00037405116,0.00024372243,0.00011856439,0.00014171441,0.0002891408,0.00010009966,0.0000019974868],"category_scores_gemma":[0.00024346507,0.00009462453,0.00034518875,0.00047694304,0.000040298528,0.0002069074,0.000018420335,0.00027682667,0.000015128534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001772694,0.000019179444,0.0000010076349,0.0002281729,0.00009876754,0.000003956585,0.00042863638,0.9869605,0.0018949149,0.000065733744,0.002085068,0.0064413697],"study_design_scores_gemma":[0.008772742,0.000060461727,0.000011628213,0.00041094056,0.000096850286,0.000084229614,0.00006156418,0.9181102,0.0029294442,0.000044249413,0.06927839,0.00013932232],"about_ca_topic_score_codex":0.000026035494,"about_ca_topic_score_gemma":0.000020178551,"teacher_disagreement_score":0.9258227,"about_ca_system_score_codex":0.00017781837,"about_ca_system_score_gemma":0.00007288068,"threshold_uncertainty_score":0.38586763},"labels":[],"label_agreement":null},{"id":"W4404351876","doi":"10.1016/j.jfranklin.2024.106981","title":"Special issue on monitoring and control of time-varying systems with cyber-physical interactions","year":2024,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; Alexander von Humboldt-Stiftung","keywords":"Cyber-physical system; Control (management); Computer security; Computer science; Artificial intelligence; Operating system","score_opus":0.006673733321202586,"score_gpt":0.22831700993022008,"score_spread":0.2216432766090175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404351876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97055554,0.0012371393,0.0019267221,0.00023896065,0.02137678,0.00016822455,0.00000956819,0.000035513604,0.0044515687],"genre_scores_gemma":[0.9851656,0.00007461116,0.000051030675,0.0000042931333,0.014592738,0.000001813652,7.893459e-8,0.0000095221585,0.0001003463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994397,0.000018802126,0.00019983762,0.00005654448,0.00019857343,0.00008653099],"domain_scores_gemma":[0.9996797,0.000102034486,0.000053003543,0.000085903834,0.00003796542,0.000041382133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010193827,0.00008483342,0.00018448925,0.00007909718,0.00006114181,0.00005424183,0.00012606915,0.000028248336,0.000006033918],"category_scores_gemma":[0.0000209801,0.000049730228,0.00007115582,0.00012319481,0.00006978714,0.0002506251,0.000012705303,0.00037658552,0.000009605865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001942556,0.0000734009,0.0006191859,0.00035913292,0.00049594283,0.0001323516,0.002364921,0.9677217,0.019821195,0.00047696932,0.0035807155,0.004160232],"study_design_scores_gemma":[0.002890549,0.0007655381,0.0050508133,0.014189513,0.0007422055,0.0020398174,0.00060557685,0.42732245,0.051184822,0.00023622105,0.49429005,0.000682439],"about_ca_topic_score_codex":0.000007698891,"about_ca_topic_score_gemma":0.0000014401712,"teacher_disagreement_score":0.54039925,"about_ca_system_score_codex":0.00003813534,"about_ca_system_score_gemma":0.000025491927,"threshold_uncertainty_score":0.20279399},"labels":[],"label_agreement":null},{"id":"W4406418893","doi":"10.1016/j.jfranklin.2025.107517","title":"Dynamic sliding mode control for ball screw drive systems under a disturbance observer scheme","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Major Science and Technology Projects of China; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Control theory (sociology); Sliding mode control; Ball screw; Disturbance (geology); Observer (physics); Ball (mathematics); Scheme (mathematics); Control engineering; Mode (computer interface); Computer science; Engineering; Control (management); Physics; Mechanical engineering; Mathematics; Geology; Artificial intelligence; Nonlinear system","score_opus":0.008616737717376956,"score_gpt":0.24417716209558002,"score_spread":0.23556042437820307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406418893","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09236971,0.0064653526,0.88784695,0.0008083276,0.010621386,0.0009706253,0.000033284075,0.00007682967,0.000807555],"genre_scores_gemma":[0.99662584,0.000024659015,0.001400474,0.00017906452,0.00031720064,0.000054408654,0.0000015372676,0.000030394061,0.001366428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985127,0.000101317535,0.00069734006,0.00013866369,0.00026202286,0.0002879888],"domain_scores_gemma":[0.99887985,0.00019195542,0.00029944407,0.00029078824,0.00027862447,0.000059323847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054846675,0.0002252282,0.00053026143,0.00012946675,0.00019394667,0.0001529216,0.00054858543,0.00012606323,0.000002116925],"category_scores_gemma":[0.00021461,0.00015956741,0.00033258903,0.00022268176,0.000049724582,0.00037624256,0.00003211034,0.0004898591,0.0000053654503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086348206,0.000019311994,0.0012045129,0.0003017992,0.000716514,0.0000068809227,0.00015569807,0.966898,0.012400082,0.016312243,0.001757557,0.00014103913],"study_design_scores_gemma":[0.0033546118,0.000037847636,0.0031856527,0.0016203782,0.00016545372,0.000034004457,0.00006693833,0.9506058,0.00016776701,0.0005289609,0.0400191,0.00021345643],"about_ca_topic_score_codex":0.000017244776,"about_ca_topic_score_gemma":0.000031098156,"teacher_disagreement_score":0.9042561,"about_ca_system_score_codex":0.00040307446,"about_ca_system_score_gemma":0.00010358526,"threshold_uncertainty_score":0.65069705},"labels":[],"label_agreement":null},{"id":"W4406661623","doi":"10.1016/j.jfranklin.2025.107528","title":"Fuzzy Logic based adaptive control of robot manipulators driven by BLDC Motors","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Robot manipulator; Control theory (sociology); Fuzzy logic; Control engineering; Computer science; Artificial intelligence; Robot; Control (management); Engineering","score_opus":0.011785639727446034,"score_gpt":0.22184759827392045,"score_spread":0.21006195854647441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406661623","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09387099,0.0067393463,0.880544,0.0012265253,0.01075164,0.0011792007,0.00011736465,0.00010653168,0.005464373],"genre_scores_gemma":[0.9971989,0.000023645067,0.0020830147,0.00021560438,0.00025401363,0.000007998152,0.0000010216604,0.000024378658,0.00019142494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831194,0.00010133007,0.0008612446,0.00011894119,0.00037677833,0.000229754],"domain_scores_gemma":[0.9987642,0.00013438847,0.00043142412,0.00031592473,0.00027114566,0.00008290541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003861573,0.00023799301,0.00062784867,0.00020815137,0.00007283681,0.000020982769,0.0006602891,0.00015126415,0.000010926185],"category_scores_gemma":[0.0001591627,0.00016684727,0.00040999133,0.00030997145,0.00014820424,0.00021620883,0.000037573212,0.00047011243,0.000006984457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020992859,0.000089546986,0.0044431984,0.000087015476,0.0008203467,0.000024984958,0.000052875603,0.96988463,0.017060444,0.0021830706,0.004346671,0.0007972829],"study_design_scores_gemma":[0.01775855,0.00075254065,0.029089563,0.002631284,0.0014257057,0.00008190641,0.00024577248,0.8555213,0.016630057,0.0025931436,0.07220655,0.0010636217],"about_ca_topic_score_codex":0.00002145352,"about_ca_topic_score_gemma":0.000016868435,"teacher_disagreement_score":0.9033279,"about_ca_system_score_codex":0.00019107913,"about_ca_system_score_gemma":0.00014639346,"threshold_uncertainty_score":0.6803834},"labels":[],"label_agreement":null},{"id":"W4408549400","doi":"10.1016/j.jfranklin.2025.107650","title":"Robust Rao-type tests for step-stress accelerated lifetests with interval-censored data and Weibull lifetime distributions","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia, Innovación y Universidades","keywords":"Weibull distribution; Statistics; Interval (graph theory); Stress (linguistics); Mathematics; Reliability engineering; Econometrics; Engineering; Combinatorics","score_opus":0.1197921529426134,"score_gpt":0.3786472770385548,"score_spread":0.25885512409594136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408549400","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016455824,0.00014032681,0.9722732,0.007323812,0.00046545692,0.000659913,0.002430669,0.000035045952,0.00021575784],"genre_scores_gemma":[0.8234017,0.00007969038,0.17432101,0.00055930135,0.00023237916,0.00005729649,0.0004945895,0.000026881962,0.00082717737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876565,0.000055746295,0.0005994342,0.00018993267,0.0002128194,0.00017641597],"domain_scores_gemma":[0.9975725,0.00063939317,0.00040767918,0.00055966503,0.0007119202,0.000108863336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035934994,0.00015865479,0.0003000399,0.00006715373,0.00033139432,0.00011729559,0.0006668988,0.00008044463,0.000031988064],"category_scores_gemma":[0.0033826274,0.00010123896,0.00006181539,0.0004604005,0.0002554262,0.00025533477,0.00018380153,0.00026359994,0.000004153559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005917657,0.0011080526,0.0030208135,0.00046317134,0.00074007915,0.000012074262,0.00009926936,0.0010808293,0.00056214596,0.68170565,0.30452788,0.006088287],"study_design_scores_gemma":[0.016049758,0.0007896513,0.07959708,0.0055866754,0.003927325,0.0004714245,0.000331852,0.23254582,0.004214818,0.15378134,0.50130486,0.001399377],"about_ca_topic_score_codex":0.000006654967,"about_ca_topic_score_gemma":0.00004097196,"teacher_disagreement_score":0.80694586,"about_ca_system_score_codex":0.00006197757,"about_ca_system_score_gemma":0.00026947958,"threshold_uncertainty_score":0.41284052},"labels":[],"label_agreement":null},{"id":"W4409382651","doi":"10.1016/j.jfranklin.2025.107688","title":"Multi-agent control synthesis from global temporal logic tasks with synchronous satisfaction requirements","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Control (management); Computer science; Temporal logic; Linear temporal logic; Distributed computing; Artificial intelligence; Theoretical computer science","score_opus":0.01958216101172061,"score_gpt":0.26598155602445417,"score_spread":0.24639939501273356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409382651","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120105185,0.0010603423,0.87032914,0.0014473696,0.0053752856,0.0003136197,0.00001583897,0.000046535584,0.0013066952],"genre_scores_gemma":[0.9693966,0.000039582323,0.029715387,0.0005347216,0.00020062213,0.000010389907,4.049758e-7,0.0000045414213,0.00009777834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841124,0.00016893761,0.0005018189,0.0002483943,0.00041846733,0.000251168],"domain_scores_gemma":[0.99852765,0.00009570768,0.0005624865,0.0004929621,0.00022233286,0.00009885494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045536988,0.000204296,0.0003691015,0.00007658505,0.0002970335,0.0001787992,0.0011740742,0.00010174256,0.000016092368],"category_scores_gemma":[0.00024706515,0.00011637672,0.00021055817,0.00036191643,0.00013710502,0.000644774,0.00017021174,0.0002706462,0.00002313863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005928126,0.0009536441,0.8251126,0.000083253624,0.0021711537,0.00046257797,0.0006849436,0.014998058,0.0018812559,0.021501116,0.0050871037,0.12647149],"study_design_scores_gemma":[0.0080352295,0.00044533017,0.9218789,0.0012694196,0.00067867525,0.00027047037,0.0000836713,0.037379123,0.0018115755,0.0106587745,0.01685367,0.0006351649],"about_ca_topic_score_codex":0.0005533543,"about_ca_topic_score_gemma":0.00069818966,"teacher_disagreement_score":0.8492914,"about_ca_system_score_codex":0.00039176058,"about_ca_system_score_gemma":0.00044656973,"threshold_uncertainty_score":0.4745705},"labels":[],"label_agreement":null},{"id":"W4411177140","doi":"10.1016/j.jfranklin.2025.107766","title":"Reliable truncation parameter selection and model order estimation for stochastic subspace identification","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Truncation (statistics); Subspace topology; Identification (biology); Selection (genetic algorithm); Estimation; Estimation theory; Mathematics; Applied mathematics; Truncation selection; Computer science; Mathematical optimization; Statistics; Artificial intelligence; Engineering; Biology","score_opus":0.015983231526164515,"score_gpt":0.29677409201596655,"score_spread":0.28079086048980206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411177140","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33726263,0.00013259274,0.660597,0.00029422497,0.0013931037,0.0002634649,0.0000012195787,0.000044650074,0.00001109064],"genre_scores_gemma":[0.9238263,0.000039152932,0.07588481,0.000023384915,0.000084861735,0.00003377904,0.0000011019223,0.000008624105,0.00009800684],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942136,0.000009570107,0.0003118377,0.00006421948,0.00010394764,0.00008905943],"domain_scores_gemma":[0.9994753,0.00005528517,0.00013423951,0.0001038675,0.0002096107,0.000021694095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599494,0.00007512669,0.000108718465,0.000120278666,0.00012388296,0.000038849525,0.000109139015,0.00007151206,4.1916707e-7],"category_scores_gemma":[0.00027463344,0.00005815661,0.00003663235,0.00021871763,0.000020934009,0.00032521918,0.000010463947,0.00015704134,2.954153e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026390906,0.000004284786,0.000082675535,0.00012027747,0.000019884117,3.1331222e-8,0.00008121712,0.9833709,0.0018707074,0.0010284041,0.0009712133,0.012424036],"study_design_scores_gemma":[0.00021782424,0.000016277443,0.0035759546,0.00014515048,0.000053441338,0.000008979316,0.0000048180823,0.9666383,0.006117435,0.022894308,0.0002751341,0.000052331696],"about_ca_topic_score_codex":0.000008713374,"about_ca_topic_score_gemma":0.000007653903,"teacher_disagreement_score":0.58656365,"about_ca_system_score_codex":0.0001547968,"about_ca_system_score_gemma":0.00006025529,"threshold_uncertainty_score":0.23715578},"labels":[],"label_agreement":null},{"id":"W4411329789","doi":"10.1016/j.jfranklin.2025.107781","title":"Guaranteed finite-time <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si5.svg\" display=\"inline\" id=\"d1e309\"><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi>∞</mml:mi></mml:mrow></mml:msub></mml:math> stability for uncertain nonlinear singular systems: A dynamic output feedback approach","year":2025,"lang":"lv","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scalable Vector Graphics; Computer science; World Wide Web","score_opus":0.01734083202719697,"score_gpt":0.23565957788054998,"score_spread":0.218318745853353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411329789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7366504,0.005891704,0.018374987,0.0014146038,0.011438338,0.0002043881,0.0008135565,0.00024613444,0.2249659],"genre_scores_gemma":[0.9904609,0.00051447377,0.0037632508,0.0007639015,0.0025332267,0.0007591382,0.00041312457,0.00047123415,0.00032075105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9908379,0.00060601527,0.0029957078,0.0013017429,0.0022786239,0.0019800465],"domain_scores_gemma":[0.9918917,0.00215694,0.0024249118,0.002429736,0.0003601504,0.0007365851],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041164597,0.0009109459,0.00063366635,0.0005435127,0.0014506084,0.0013654464,0.0027861383,0.002114286,0.041339524],"category_scores_gemma":[0.0034898121,0.0014412045,0.0027028087,0.0012122701,0.0014071665,0.0013457462,0.0010541058,0.0021556814,0.00050182675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008065998,0.0013613906,0.00008466787,0.012976078,0.009732636,0.0015429716,0.0069280807,0.25155962,0.0061452375,0.54006445,0.15729581,0.004243054],"study_design_scores_gemma":[0.0040248577,0.0012394971,0.00008116357,0.0037358985,0.0025217845,0.0010523767,0.0029295539,0.70527524,0.26884317,0.0001638534,0.008722351,0.0014102339],"about_ca_topic_score_codex":0.0018147152,"about_ca_topic_score_gemma":0.0010906167,"teacher_disagreement_score":0.5399006,"about_ca_system_score_codex":0.000065213055,"about_ca_system_score_gemma":0.0023396444,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W4413403244","doi":"10.1016/j.jfranklin.2025.107987","title":"Dwell-time-based robust <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si1.svg\"> <mml:msub> <mml:mi>H</mml:mi> <mml:mi>∞</mml:mi> </mml:msub> </mml:math> control for networked cascade switched nonlinear systems subject to actuator saturation","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"China Scholarship Council; Department of Education of Liaoning Province; Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China","keywords":"Computer science; Algorithm","score_opus":0.01347509656854257,"score_gpt":0.22526245123528227,"score_spread":0.2117873546667397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413403244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9310053,0.0017285758,0.050007585,0.0014939728,0.009545786,0.00032187975,0.00016414282,0.00020185458,0.0055309297],"genre_scores_gemma":[0.993546,0.00009783633,0.0021584746,0.0008497438,0.0026131335,0.00042076653,0.0000652371,0.00016115484,0.000087661865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959528,0.00021298001,0.0015017935,0.0004956198,0.00097055675,0.00086624245],"domain_scores_gemma":[0.9965152,0.000985119,0.0009350713,0.00096866547,0.00022820687,0.00036772926],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019373585,0.00046189254,0.00046765365,0.00027534645,0.00068513234,0.00055408373,0.0011290339,0.0008091143,0.00037136633],"category_scores_gemma":[0.000898957,0.0005536039,0.0010911686,0.00057571277,0.00022616504,0.00066126976,0.00016359726,0.0009094358,0.0001769209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00324929,0.00020577804,0.000035246285,0.001427293,0.0022946054,0.00022992051,0.0010183366,0.79696196,0.012175737,0.13827865,0.041712664,0.0024105033],"study_design_scores_gemma":[0.003988218,0.00053018844,0.000047448186,0.0015576672,0.0009624205,0.0002584683,0.00042351955,0.88505983,0.08931459,0.00015049595,0.017077139,0.000630038],"about_ca_topic_score_codex":0.00051497784,"about_ca_topic_score_gemma":0.00061757193,"teacher_disagreement_score":0.13812815,"about_ca_system_score_codex":0.000069875445,"about_ca_system_score_gemma":0.00084084814,"threshold_uncertainty_score":0.99969155},"labels":[],"label_agreement":null},{"id":"W4415939337","doi":"10.1016/j.jfranklin.2025.108164","title":"Vision-based prescribed-time guidance control for uncooperative tracking of nonholonomic vehicle using quadrotor UAV","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Nonholonomic system; Estimator; Lyapunov function; Convergence (economics); Backstepping; Tracking (education); Noise (video); Adaptive control","score_opus":0.013785874870102417,"score_gpt":0.26607668283159824,"score_spread":0.25229080796149583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415939337","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43560088,0.001625939,0.55744034,0.0004602326,0.0033272174,0.0012016218,0.0001087805,0.000034841534,0.00020015525],"genre_scores_gemma":[0.99206305,0.0000029020066,0.0072829057,0.00013786998,0.00037624448,0.000016939583,8.647645e-7,0.00002621772,0.00009298604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985205,0.00008339035,0.00087911467,0.000116284624,0.00020236656,0.0001983215],"domain_scores_gemma":[0.9985007,0.00028081707,0.00042069715,0.00026463813,0.0004834586,0.000049712096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066775165,0.0001862225,0.00056357466,0.00015000181,0.00011344991,0.000039920826,0.0004903956,0.00013297301,0.000006026432],"category_scores_gemma":[0.00040183237,0.00013753113,0.00034669347,0.00019786843,0.00010601219,0.0003299222,0.000023777577,0.00032896316,0.0000029124926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030353875,0.000045822457,0.0005395508,0.00010569276,0.0003041215,0.000003882911,0.00006672254,0.8452436,0.15164787,0.00010306083,0.00073701807,0.00089917413],"study_design_scores_gemma":[0.004411804,0.0001294952,0.0017283044,0.0011099664,0.0001912448,0.000007570912,0.000017695107,0.9589644,0.02460567,0.00006466784,0.008613733,0.00015546926],"about_ca_topic_score_codex":0.000016011963,"about_ca_topic_score_gemma":0.000014317483,"teacher_disagreement_score":0.55646217,"about_ca_system_score_codex":0.0002232313,"about_ca_system_score_gemma":0.00030397825,"threshold_uncertainty_score":0.56083566},"labels":[],"label_agreement":null},{"id":"W4416146205","doi":"10.1016/j.jfranklin.2025.107936","title":"Delayed state fragmentation approach for descriptor modeling of half vehicle suspension under retarded sampled data control: An admissibility analysis","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Defence Science and Technology Group; Prince Sultan University; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Control theory (sociology); Stability (learning theory); Suspension (topology); State (computer science); Lyapunov function; Vehicle dynamics; Sampling (signal processing)","score_opus":0.048802613255196185,"score_gpt":0.2847253271656398,"score_spread":0.23592271391044362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416146205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32924527,0.0003771946,0.6694626,0.00017430432,0.00038938568,0.0002490919,0.000054449716,0.000017178672,0.000030542218],"genre_scores_gemma":[0.9787162,0.000047646503,0.020914933,0.00015124136,0.00006650386,0.0000058962137,0.0000644039,0.000007774357,0.00002539904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855477,0.000113099646,0.0007899659,0.00016788079,0.00022851795,0.00014576636],"domain_scores_gemma":[0.998876,0.00008858933,0.0001703277,0.0004946225,0.00029825597,0.00007223542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009969836,0.00012879366,0.00043929985,0.00014818119,0.00012264281,0.000039755963,0.00053112133,0.00008957937,0.000013346995],"category_scores_gemma":[0.0002497604,0.000083028724,0.00023511703,0.00038797778,0.000051675885,0.0005376641,0.000052374737,0.00020014278,1.7888611e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044678984,0.000070809416,0.00051800965,0.000036509908,0.0009939625,3.9063426e-7,0.000054957025,0.9802626,0.016419835,0.0005174232,0.00007808764,0.00060064375],"study_design_scores_gemma":[0.00204274,0.000060711165,0.0015021272,0.00002291637,0.00090366194,0.0000010513805,0.00004964724,0.991829,0.0008481399,0.0025713693,0.000086075255,0.000082602965],"about_ca_topic_score_codex":0.00007334571,"about_ca_topic_score_gemma":0.00012909948,"teacher_disagreement_score":0.6494709,"about_ca_system_score_codex":0.00006148549,"about_ca_system_score_gemma":0.0000948856,"threshold_uncertainty_score":0.33858132},"labels":[],"label_agreement":null},{"id":"W4417436708","doi":"10.1016/j.jfranklin.2025.108337","title":"Bridge-AE with knowledge embedding transfer and optimal input design for nonlinear predictive control","year":2025,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; Science and Technology Program of Hunan Province; National Natural Science Foundation of China","keywords":"Interconnectivity; Embedding; Model predictive control; Nonlinear system; Process (computing); Control theory (sociology); Control (management); Industrial production; State (computer science)","score_opus":0.00940764102073363,"score_gpt":0.24150587452223446,"score_spread":0.23209823350150083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417436708","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012975132,0.0013328805,0.98342025,0.00014375763,0.001119603,0.000773543,0.00003332261,0.000035546975,0.0001659616],"genre_scores_gemma":[0.9520398,0.00006823895,0.047352515,0.00004899232,0.00031902434,0.000045806497,9.711654e-7,0.00002558728,0.00009910134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991961,0.000041621814,0.0003865748,0.00009746377,0.00011396878,0.00016428258],"domain_scores_gemma":[0.99935585,0.00015378867,0.00007297272,0.00012483128,0.0002416096,0.000050967894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031653704,0.00015553308,0.000321396,0.00011536386,0.000118615586,0.000039558898,0.00019070567,0.00007980997,8.767804e-7],"category_scores_gemma":[0.000094569106,0.00010437744,0.00009333937,0.00016873218,0.000070100185,0.0003742051,0.000010580013,0.00023390751,4.0991225e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044715567,0.00001819724,0.00009418101,0.00007612579,0.00032760718,0.000002860785,0.00025171338,0.99596614,0.00079631037,0.0001769092,0.00020378892,0.0016389842],"study_design_scores_gemma":[0.005003328,0.00016542128,0.0004218104,0.00048335743,0.00026773487,0.000052225518,0.00002591976,0.98655295,0.0013354074,0.0000938056,0.0054746806,0.00012338287],"about_ca_topic_score_codex":0.0000013307356,"about_ca_topic_score_gemma":0.0000075794196,"teacher_disagreement_score":0.9390646,"about_ca_system_score_codex":0.000093551105,"about_ca_system_score_gemma":0.000107332016,"threshold_uncertainty_score":0.42563885},"labels":[],"label_agreement":null}]}