{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":84,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":84,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ca4e701d2add","filters":{"venue":"Journal of the Franklin Institute"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Youmin Zhang","is_ca":true},{"name":"Abbas Chamseddine","is_ca":true},{"name":"C.A. Rabbath","is_ca":true},{"name":"Brandon W. Gordon","is_ca":true},{"name":"Chun‐Yi Su","is_ca":true},{"name":"Subhash Rakheja","is_ca":true},{"name":"Cameron Fulford","is_ca":true},{"name":"Jacob Apkarian","is_ca":true},{"name":"Pierre Gosselin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004929190922084576,"gpt":0.2140121482566317,"spread":0.2090829573345471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472728,0.00008910693,0.0001670866,0.00007865104,0.0000486919,0.0000226329,0.0001539115,0.00004084621,0.000004437006],"category_scores_gemma":[0.00001210203,0.00005491212,0.00002751436,0.000115867,0.00002213668,0.0002599828,0.00001338366,0.0001024301,0.000005507758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004244281,"about_ca_system_score_gemma":0.00002588919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001707847,"about_ca_topic_score_gemma":0.00007309928,"domain_scores_codex":[0.9993463,0.00001255708,0.000341872,0.00006138449,0.0001540942,0.00008375246],"domain_scores_gemma":[0.9995359,0.000007830581,0.0001260909,0.0001448975,0.0001132034,0.00007208258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001129227,0.00005183089,0.000624708,0.0001022782,0.0001088767,0.000001117541,0.001101534,0.01270802,0.7368684,0.00006707285,0.0001570632,0.2480961],"study_design_scores_gemma":[0.002634511,0.0006541276,0.02843405,0.0009325961,0.00006842928,0.0002015316,0.0006725475,0.01913734,0.6558517,0.0001810213,0.2906443,0.0005878399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571844,0.00007136084,0.04142405,0.0001458149,0.0002503543,0.0006639924,8.209459e-7,0.00004518402,0.0002139812],"genre_scores_gemma":[0.975272,0.000006266366,0.02442727,0.00005713477,0.00007784407,0.0001127682,2.263572e-7,0.0000113413,0.00003517632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904872,"threshold_uncertainty_score":0.2239251,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Guang Wu","is_ca":true},{"name":"Xing Zhang","is_ca":true},{"name":"Zuomin Dong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02125721633536427,"gpt":0.285582439955627,"spread":0.2643252236202627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004348934,0.00008600245,0.000260598,0.0001013605,0.00003886662,0.00000866706,0.0003970019,0.00006056232,0.000004284188],"category_scores_gemma":[0.0004983945,0.00005581596,0.00006877077,0.0001887188,0.0001598693,0.00005669356,0.00003575661,0.0004913972,0.000001406112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003363822,"about_ca_system_score_gemma":0.00001764657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001334537,"about_ca_topic_score_gemma":0.000004774956,"domain_scores_codex":[0.9991155,0.00004945165,0.0004144176,0.00006099232,0.0002325119,0.0001271179],"domain_scores_gemma":[0.9993789,0.00009003433,0.0001823433,0.0002417959,0.0000752139,0.00003170675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001119534,0.0001094643,0.007064166,0.002210127,0.0002625333,0.000005247276,0.0003245381,0.06694493,0.3631764,0.002671123,0.01609577,0.5410237],"study_design_scores_gemma":[0.003317324,0.0008931169,0.1172652,0.007590461,0.000271486,0.000463743,0.0001896558,0.1131137,0.3047844,0.02043917,0.4308012,0.0008705998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234293,0.01702749,0.05406092,0.002793349,0.0006840915,0.0004006922,0.000004044165,0.00008084184,0.001519286],"genre_scores_gemma":[0.9953172,0.002099876,0.002410177,0.00008681504,0.00005284888,0.000003279402,3.299579e-7,0.000009925351,0.00001950376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5401531,"threshold_uncertainty_score":0.2276109,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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)","authors":[{"name":"Ziquan Yu","is_ca":true},{"name":"Youmin Zhang","is_ca":true},{"name":"Zhixiang Liu","is_ca":true},{"name":"Yaohong Qu","is_ca":false},{"name":"Chun‐Yi Su","is_ca":true},{"name":"Bin Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009933976583574651,"gpt":0.1949124060658042,"spread":0.1849784294822295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003762528,0.0002390661,0.0005212632,0.0000945947,0.0001086257,0.00005662636,0.0004060264,0.0001049846,0.00002096333],"category_scores_gemma":[0.0001688461,0.000153796,0.000206474,0.0001614325,0.0000596425,0.0007065165,0.00001637989,0.0003155807,0.00002759319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737373,"about_ca_system_score_gemma":0.0001141848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004699948,"about_ca_topic_score_gemma":0.00001519044,"domain_scores_codex":[0.9985249,0.00005745969,0.0006097367,0.0001345356,0.000367159,0.0003062231],"domain_scores_gemma":[0.9985582,0.0002685148,0.0003939155,0.0002481369,0.0004479259,0.00008336666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001034638,0.00003696348,0.003767262,0.00009390226,0.000394533,0.00000557443,0.0002704746,0.9879965,0.003977553,0.00003098903,0.0001588647,0.002232794],"study_design_scores_gemma":[0.008799306,0.0003023234,0.002647746,0.0006164947,0.0001551691,0.00004866715,0.0000335266,0.9723604,0.001275991,0.000008757743,0.01353333,0.000218222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4532536,0.001028238,0.5413827,0.0001233467,0.002321116,0.00162669,0.00004943748,0.00006610589,0.0001488532],"genre_scores_gemma":[0.9952008,0.00003801532,0.004052692,0.00005617226,0.0004247524,0.00002434562,0.000003695681,0.00005219568,0.0001472995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5419472,"threshold_uncertainty_score":0.6271617,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Radu‐Emil Precup","is_ca":false},{"name":"Ștefan Preitl","is_ca":false},{"name":"Emil M. Petriu","is_ca":true},{"name":"József K. Tar","is_ca":false},{"name":"Marius L. Tomescu","is_ca":false},{"name":"Claudiu Pozna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01858140739919067,"gpt":0.2341151491693153,"spread":0.2155337417701246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003468006,0.0001712406,0.0004384857,0.0001293829,0.00005316944,0.0000246457,0.0003595689,0.00007021196,0.000001437153],"category_scores_gemma":[0.000366913,0.0001162959,0.0001732376,0.000203423,0.00005981451,0.0002383157,0.00001885511,0.0002516821,5.328132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005354369,"about_ca_system_score_gemma":0.00006729307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007000917,"about_ca_topic_score_gemma":0.00002283073,"domain_scores_codex":[0.9989368,0.00001368484,0.0005810934,0.00007824202,0.0001990832,0.0001910867],"domain_scores_gemma":[0.9992391,0.00009522488,0.0002043307,0.0001826517,0.0002073747,0.00007130401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009429101,0.00002093807,0.000153687,0.0002269833,0.0002018616,0.000006108501,0.000209477,0.9729829,0.01093247,0.0005383143,0.0005605819,0.01407236],"study_design_scores_gemma":[0.02005339,0.0007741537,0.004159232,0.002296738,0.0007821902,0.0009010416,0.0002099337,0.8603157,0.008352246,0.003045666,0.0980575,0.001052222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6230518,0.03498429,0.3230248,0.001142904,0.01351594,0.001680409,0.00004730729,0.0001944504,0.002358115],"genre_scores_gemma":[0.9874297,0.0001527895,0.01136233,0.00002545552,0.0009488674,0.000008561246,3.917742e-7,0.00002084356,0.00005109334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643779,"threshold_uncertainty_score":0.474241,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"J. S. Luo","is_ca":true},{"name":"Mengling Li","is_ca":true},{"name":"Xinzhi Liu","is_ca":true},{"name":"Wenhong Tian","is_ca":false},{"name":"Shouming Zhong","is_ca":false},{"name":"Kaibo Shi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01974580218941851,"gpt":0.2233294277429261,"spread":0.2035836255535075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004822476,0.00009366559,0.0002783524,0.0001203154,0.00005600736,0.0000560384,0.0003651115,0.00005421059,0.000006252236],"category_scores_gemma":[0.0001094144,0.0000566614,0.0001008984,0.0003548635,0.00002216209,0.0004334689,0.00001875945,0.0001467161,0.000004152966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000568645,"about_ca_system_score_gemma":0.00005206693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001454873,"about_ca_topic_score_gemma":0.00007595641,"domain_scores_codex":[0.9991909,0.00002905416,0.0003520171,0.0000852904,0.0002297945,0.00011292],"domain_scores_gemma":[0.9991016,0.0001065761,0.0002124893,0.0003376308,0.0002036903,0.00003794502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008775814,0.00001570365,0.01069587,0.0001108123,0.0008515158,7.69166e-7,0.00007093909,0.9860947,0.001427221,0.0004074073,0.00009054579,0.0001467642],"study_design_scores_gemma":[0.002482869,0.0001317934,0.007361186,0.0001773001,0.001657406,0.00002931979,0.00006811584,0.9814227,0.0004205294,0.0002759901,0.005806769,0.0001660621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2596447,0.0002479153,0.7382289,0.0001083614,0.001183177,0.0004186342,0.00005168677,0.00001828426,0.00009834718],"genre_scores_gemma":[0.9982095,0.00001790585,0.001467285,0.00002651947,0.0002108978,0.000006520323,0.0000151393,0.00001235917,0.0000338205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7385648,"threshold_uncertainty_score":0.2310585,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"İrfan Şiap","is_ca":false},{"name":"Taher Abualrub","is_ca":false},{"name":"Ali Ghrayeb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0160574690519091,"gpt":0.2378533661460158,"spread":0.2217958970941067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","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":[0.008771225,0.004072046,0.001631836,0.002133876,0.007515784,0.006499058,0.01118918,0.009794826,0.3242693],"category_scores_gemma":[0.008164596,0.006963028,0.009077261,0.004813797,0.007657687,0.003297031,0.007373367,0.008695007,0.003210102],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321766,"about_ca_system_score_gemma":0.005885225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004582636,"about_ca_topic_score_gemma":0.005283067,"domain_scores_codex":[0.9640849,0.003017642,0.007901701,0.006674925,0.009297553,0.00902326],"domain_scores_gemma":[0.9717763,0.00543432,0.01011012,0.007046131,0.001180914,0.00445222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00946534,0.001947162,0.0001059686,0.002867545,0.008613097,0.004822872,0.003231435,0.01452357,0.018311,0.3760425,0.5495569,0.01051258],"study_design_scores_gemma":[0.007384841,0.007128296,0.0002630239,0.004879054,0.006369747,0.00575434,0.004488538,0.02199301,0.9134761,0.003004906,0.01863276,0.006625396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921914,0.007029356,0.002749779,0.003553884,0.009654577,0.0002829922,0.00243635,0.0008105609,0.2812911],"genre_scores_gemma":[0.962236,0.006698239,0.003870583,0.006823264,0.009882272,0.002925453,0.004233356,0.002842306,0.0004885505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8951651,"threshold_uncertainty_score":0.9997505,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Zahid Khan","is_ca":false},{"name":"M. Hesham El Naggar","is_ca":true},{"name":"Giovanni Cascante","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007062767876491959,"gpt":0.188569216103958,"spread":0.1815064482274661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779513,0.0001420937,0.0002369231,0.00006108335,0.00008240875,0.00005071989,0.0003670881,0.0001596779,0.000008325041],"category_scores_gemma":[0.0002886636,0.00009267609,0.0001017958,0.00009594847,0.00006106558,0.0001634591,0.00005333134,0.0009289798,0.000005470401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003963377,"about_ca_system_score_gemma":0.0000474263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007489794,"about_ca_topic_score_gemma":0.000345343,"domain_scores_codex":[0.9990748,0.00001641405,0.0003914375,0.00008998298,0.0002540701,0.0001733466],"domain_scores_gemma":[0.9994769,0.00003543889,0.00008623578,0.0002457867,0.00005413695,0.0001014856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006554867,0.0001127517,0.0005090411,0.00012196,0.0002866959,0.0001173055,0.0004566723,0.07829114,0.8623734,0.001017006,0.0003215651,0.05632691],"study_design_scores_gemma":[0.008079145,0.0004638715,0.05574831,0.001675693,0.0006560899,0.001686283,0.0001248992,0.8027819,0.05975319,0.02242273,0.04479131,0.001816621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905247,0.001191913,0.00235924,0.0002271624,0.005415101,0.0001275079,0.00000990954,0.00006813525,0.000076297],"genre_scores_gemma":[0.9975637,0.0002260656,0.001823954,0.00002557139,0.0002815935,0.000005533032,4.766022e-7,0.00002199339,0.00005111521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8026202,"threshold_uncertainty_score":0.4036007,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Živorad Tomovski","is_ca":false},{"name":"Tibor K. Pogány","is_ca":false},{"name":"H. M. Srivastava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08339620915050146,"gpt":0.3147582361945345,"spread":0.2313620270440331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004740474,0.0001894625,0.0004130553,0.0001841381,0.0004608401,0.00003868441,0.0004743399,0.0001081551,0.00003276865],"category_scores_gemma":[0.001117303,0.0001198458,0.0003293587,0.0003981128,0.0002414214,0.0003308314,0.00007563698,0.0003979122,0.000005989251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111906,"about_ca_system_score_gemma":0.0002337619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082294,"about_ca_topic_score_gemma":0.0005408921,"domain_scores_codex":[0.9983842,0.0001335414,0.0007361056,0.0001611207,0.0003885891,0.0001964094],"domain_scores_gemma":[0.9966841,0.001019048,0.0008454359,0.0004992483,0.0008595703,0.00009259121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001693412,0.001673337,0.002638216,0.0002967781,0.001490684,0.000001107236,0.0006267923,0.05870847,0.07292383,0.8396562,0.01762708,0.002664027],"study_design_scores_gemma":[0.007509941,0.0008779056,0.0161514,0.00124355,0.002168486,0.0001114002,0.0004672779,0.1240028,0.002936452,0.6441358,0.1995302,0.0008647321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.183935,0.00009740145,0.8132309,0.0007716714,0.0007256683,0.0008474598,0.00006888103,0.00002219345,0.0003008318],"genre_scores_gemma":[0.8185278,0.00001503713,0.1801962,0.0001523557,0.0003287524,0.0002141136,0.00001550437,0.00003457165,0.0005157085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6345928,"threshold_uncertainty_score":0.4887169,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yi Wang","is_ca":true},{"name":"Jinde Cao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05214049032955623,"gpt":0.3139608069154178,"spread":0.2618203165858616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319461,0.00009911211,0.0004846352,0.00002027331,0.00004584314,0.000004096937,0.0001423552,0.0001117174,0.00002008078],"category_scores_gemma":[0.0008392615,0.00004659226,0.00009375397,0.0001045876,0.0008768067,0.0001585632,0.0000684011,0.0002574598,0.00000119737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003279205,"about_ca_system_score_gemma":0.0002379363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002392783,"about_ca_topic_score_gemma":0.00001046139,"domain_scores_codex":[0.9989777,0.00009463829,0.0004871723,0.00009900786,0.000203626,0.0001378699],"domain_scores_gemma":[0.9989861,0.0001019933,0.000249872,0.0001834802,0.0002904253,0.0001880776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008429768,0.001262751,0.1363158,0.0004963795,0.0007820381,0.0003787116,0.001495595,0.02468484,0.0005656442,0.8229438,0.000725017,0.001919639],"study_design_scores_gemma":[0.007253638,0.002094944,0.02441593,0.0007770769,0.0007245592,0.00775625,0.0001436861,0.2801895,0.001996198,0.6729553,0.001423215,0.0002696779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666408,0.0003409086,0.02665114,0.003497393,0.0002343779,0.000139273,0.000004939144,0.000004190202,0.002486932],"genre_scores_gemma":[0.9744112,0.00003609824,0.02467064,0.0006946974,0.0001385564,0.000001338679,4.336894e-7,0.000003350373,0.00004364765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555046,"threshold_uncertainty_score":0.3230631,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Dezhi Xu","is_ca":false},{"name":"Bin Jiang","is_ca":false},{"name":"Hongtao Liu","is_ca":true},{"name":"Peng Shi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004435406073530143,"gpt":0.1834208735966429,"spread":0.1789854675231127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263572,0.0002282713,0.0005909711,0.00006892464,0.00007632829,0.00006411366,0.0004764216,0.0001076716,0.00005224191],"category_scores_gemma":[0.0001244626,0.0001368666,0.0001783598,0.0002413508,0.0001643114,0.0004338276,0.00002618123,0.000398463,0.00002958443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672144,"about_ca_system_score_gemma":0.000152619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454356,"about_ca_topic_score_gemma":0.00009392549,"domain_scores_codex":[0.9984186,0.00006676758,0.0006595239,0.0001000246,0.0004687192,0.0002863915],"domain_scores_gemma":[0.9984889,0.00009969415,0.0004096137,0.0003183382,0.000546875,0.0001365574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000290561,0.0001264369,0.003964285,0.0001213739,0.001218823,0.00004379429,0.0003276314,0.9785672,0.01105816,0.001025629,0.000858744,0.002397294],"study_design_scores_gemma":[0.00883322,0.0002675184,0.01510844,0.000518936,0.0003196223,0.0001652542,0.0001063969,0.9612368,0.001336801,0.0001330765,0.01162359,0.0003503537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861733,0.0005902905,0.1094536,0.001136344,0.001856787,0.0005846812,0.00002149574,0.00003708222,0.0001463475],"genre_scores_gemma":[0.9909676,0.0000330162,0.008540479,0.00009423485,0.0002272055,0.000008665008,9.653246e-7,0.000042274,0.00008555221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1047943,"threshold_uncertainty_score":0.558126,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Horacio J. Marquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00837581729262628,"gpt":0.208340897064465,"spread":0.1999650797718387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004034877,0.00009248454,0.0001586103,0.00009028045,0.00006970549,0.00004101936,0.0001890191,0.00004032215,0.000006682271],"category_scores_gemma":[0.00008547871,0.00006203877,0.0001094267,0.0002343126,0.00001767198,0.0001922911,0.000005960982,0.0002076537,0.00002816808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009060622,"about_ca_system_score_gemma":0.00003548412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009459935,"about_ca_topic_score_gemma":0.00000999379,"domain_scores_codex":[0.9991959,0.0000518352,0.0003567277,0.00005338366,0.000216908,0.0001252333],"domain_scores_gemma":[0.9996126,0.00001038519,0.00008923157,0.000156891,0.00005096329,0.00007990643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001300158,0.00003808645,0.0001490764,0.00004707821,0.0001140706,0.00000726417,0.0008224019,0.9780336,0.01066233,0.004975747,0.001907134,0.003230192],"study_design_scores_gemma":[0.008375786,0.0003426571,0.005178391,0.0007782117,0.0002273804,0.003228277,0.0008194191,0.2584711,0.01808438,0.06440687,0.6386253,0.001462211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3830112,0.0004189536,0.5818288,0.0001610567,0.005885766,0.0003446489,0.000003441121,0.00006008393,0.02828607],"genre_scores_gemma":[0.9824772,0.000008092367,0.01716615,0.00009390065,0.00009241055,0.00001104974,1.387844e-7,0.00001260874,0.0001384324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7195625,"threshold_uncertainty_score":0.2529867,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Rui Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02609756996839924,"gpt":0.2357798248837969,"spread":0.2096822549153977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439135,0.0003082863,0.000669844,0.0001628995,0.0003252453,0.0005014495,0.001521366,0.0001380979,0.000001639641],"category_scores_gemma":[0.0001413851,0.000194538,0.0003419582,0.0003859228,0.00003444514,0.002445063,0.0001016229,0.0004760427,0.00002740169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309675,"about_ca_system_score_gemma":0.0001709418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000337828,"about_ca_topic_score_gemma":0.000009411056,"domain_scores_codex":[0.9972582,0.0002526744,0.001059823,0.0002884534,0.0006706537,0.0004702068],"domain_scores_gemma":[0.9965048,0.000252631,0.001785096,0.0005785872,0.0007335468,0.0001453527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003895387,0.0001406453,0.001000803,0.00009310833,0.0005446309,0.00002190463,0.0007094926,0.9877612,0.001444984,0.0009517847,0.0004918213,0.00645006],"study_design_scores_gemma":[0.006696303,0.0001987761,0.0012818,0.0009840813,0.000121338,0.0002141827,0.00005980404,0.9875358,0.0001308415,0.00001884036,0.002502,0.000256223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01761925,0.0006275135,0.9736997,0.0002813301,0.005578222,0.001980974,0.00001775792,0.00009894937,0.00009626017],"genre_scores_gemma":[0.9874681,0.000007567805,0.01162856,0.0001540838,0.0004668653,0.00004663598,0.000003610469,0.00002569819,0.0001989207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9698488,"threshold_uncertainty_score":0.7933028,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yan Wang","is_ca":false},{"name":"Hao Zhang","is_ca":false},{"name":"Lingwei Xu","is_ca":false},{"name":"Conghui Cao","is_ca":false},{"name":"T. Aaron Gulliver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0263174013326708,"gpt":0.232521066950891,"spread":0.2062036656182202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000787744,0.0001069954,0.000176599,0.0000766205,0.0001255099,0.0001153098,0.001037862,0.00003905881,0.000006851487],"category_scores_gemma":[0.00009333167,0.0000667041,0.0001230071,0.0005756673,0.000090383,0.001448526,0.00007698376,0.0002593292,0.00001389149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005471848,"about_ca_system_score_gemma":0.00008326049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004130898,"about_ca_topic_score_gemma":0.000004921378,"domain_scores_codex":[0.9981389,0.0002662721,0.0007582625,0.0001456305,0.0005611084,0.0001298016],"domain_scores_gemma":[0.9985142,0.00009055151,0.0008396788,0.0002901727,0.0002270585,0.00003833387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003834649,0.00003113189,0.000710616,0.00001596005,0.00001336311,0.00000447913,0.0005268651,0.9636695,0.02995992,0.002333371,0.0003733489,0.002323146],"study_design_scores_gemma":[0.0003082392,0.00008624591,0.05933997,0.00005887282,0.00002517693,0.00006073963,0.00002369479,0.9322114,0.003137911,0.004293049,0.0003695805,0.00008510645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2787857,0.00005318,0.7104124,0.009853229,0.0005909877,0.0002542811,0.000001840258,0.00001473402,0.00003363286],"genre_scores_gemma":[0.9964926,0.000007166017,0.002729011,0.0003418917,0.0003930868,0.000004989718,0.000003856111,0.00000612912,0.00002129844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7177069,"threshold_uncertainty_score":0.2720115,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Mohamed A. Ismail","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Hamid Soleymani","is_ca":true},{"name":"Solomon Tesfamariam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02919421258509106,"gpt":0.2220812172732156,"spread":0.1928870046881245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514334,0.0001578294,0.0002149563,0.00007709137,0.0001840931,0.00002407801,0.0004146794,0.00009111209,0.00000551261],"category_scores_gemma":[0.00001780121,0.0001090966,0.0001198351,0.0002137378,0.00005187523,0.0004659733,0.00006367248,0.0004676046,0.000001675343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648883,"about_ca_system_score_gemma":0.000139179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369514,"about_ca_topic_score_gemma":0.000009570264,"domain_scores_codex":[0.9989841,0.00001121238,0.0004201948,0.00007022235,0.0002057404,0.0003085382],"domain_scores_gemma":[0.9994905,0.000004491858,0.0001648704,0.0001835609,0.00009831648,0.00005826416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002185132,0.000003917642,0.005508692,0.00003559353,0.0000698661,0.00001115006,0.0006052029,0.9867918,0.0003052677,0.0003532766,0.0001283148,0.0061651],"study_design_scores_gemma":[0.0004893859,0.00002386067,0.015814,0.0008747267,0.00006272576,0.0003010681,0.0000392097,0.9740055,0.003082317,0.002719427,0.002307752,0.0002800986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.598823,0.0002475,0.3945722,0.00001681932,0.004815929,0.00008253971,5.413564e-7,0.00002835203,0.001413179],"genre_scores_gemma":[0.9394832,0.00009808059,0.05928005,0.00008548947,0.001005513,0.000001805491,9.163434e-8,0.00002345556,0.00002231008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3406602,"threshold_uncertainty_score":0.4448832,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Wang Zeng","is_ca":false},{"name":"Jinjun Shan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01878917869233907,"gpt":0.2436223080862835,"spread":0.2248331293939444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131422,0.0002978934,0.0006402351,0.0001401198,0.0001965918,0.0002314202,0.002148243,0.0001301609,0.000006283447],"category_scores_gemma":[0.0002517462,0.0001730083,0.000355311,0.0003522145,0.00009814507,0.0004925188,0.0001556786,0.0003229721,0.0001417434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444469,"about_ca_system_score_gemma":0.0005043477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006398146,"about_ca_topic_score_gemma":0.00001303966,"domain_scores_codex":[0.9973729,0.0001852986,0.0009005581,0.0003320372,0.0007686103,0.0004406147],"domain_scores_gemma":[0.9967133,0.0002829422,0.001229996,0.0009395249,0.0006339863,0.0002001921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002811261,0.002282219,0.01604633,0.001562374,0.006320831,0.0009280461,0.003775659,0.7938206,0.07000738,0.02966173,0.06012393,0.01265969],"study_design_scores_gemma":[0.01977061,0.0009787317,0.002689316,0.001699791,0.0003000112,0.00166822,0.0002368944,0.7380011,0.002370095,0.0001306778,0.2311996,0.000954981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3257166,0.0008645378,0.6466414,0.003358475,0.01860712,0.004172064,0.0001544542,0.0001325906,0.0003527493],"genre_scores_gemma":[0.9781147,0.000005858159,0.01881783,0.0002370267,0.0003877973,0.00004681922,0.000003143673,0.00002557546,0.002361204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6523981,"threshold_uncertainty_score":0.7055074,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"M.H. Khakipour","is_ca":false},{"name":"Ali Akbar Safavi","is_ca":false},{"name":"Peyman Setoodeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01245028182936269,"gpt":0.2387806242601078,"spread":0.2263303424307451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003096792,0.0001865573,0.0002811523,0.0001079872,0.00007798602,0.00003176022,0.0005892505,0.00009248655,0.00006443929],"category_scores_gemma":[0.0001868041,0.00008062931,0.000176655,0.0001792647,0.0001367699,0.0003118405,0.0000778527,0.0003562202,0.00001433542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333339,"about_ca_system_score_gemma":0.00002357761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001331108,"about_ca_topic_score_gemma":0.00002611952,"domain_scores_codex":[0.9988508,0.00003528763,0.0004105887,0.0001105614,0.0003496862,0.0002431061],"domain_scores_gemma":[0.9992312,0.0001138045,0.0001554373,0.0003065915,0.00008861005,0.000104344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003502979,0.001076238,0.4123105,0.0003009303,0.001703947,0.002426754,0.0009155213,0.04982723,0.04591383,0.006510329,0.1864066,0.2922579],"study_design_scores_gemma":[0.004292105,0.0009682461,0.143276,0.0032023,0.0003700956,0.003140463,0.00002898495,0.001717904,0.2585696,0.004055708,0.5791755,0.001203148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796128,0.0003149433,0.01563531,0.001800912,0.001182447,0.000224123,0.00001052429,0.0001498527,0.001069048],"genre_scores_gemma":[0.9920888,0.0006359488,0.006705819,0.0001633009,0.0002886425,0.000041807,2.533666e-7,0.00002668649,0.00004873454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3927689,"threshold_uncertainty_score":0.3287968,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jawhar Ghommam","is_ca":false},{"name":"Hasan Mehrjerdi","is_ca":true},{"name":"F. Mnif","is_ca":false},{"name":"Maarouf Saad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04787372521155335,"gpt":0.2386923043689689,"spread":0.1908185791574155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873553,0.000137641,0.0004388278,0.0002087262,0.00007055183,0.00004970699,0.001403159,0.00009567179,8.473297e-7],"category_scores_gemma":[0.0002044891,0.00009313974,0.0002296504,0.0002225205,0.00004830331,0.001242474,0.0000545225,0.0001682372,0.000003642782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711421,"about_ca_system_score_gemma":0.0001712094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001044805,"about_ca_topic_score_gemma":0.00002164517,"domain_scores_codex":[0.9981363,0.0001448411,0.001093843,0.0001169466,0.0002690235,0.0002389951],"domain_scores_gemma":[0.997837,0.0001301701,0.001314602,0.0003904132,0.0002626177,0.00006519216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00541542,0.0023252,0.008672525,0.0018856,0.002173627,0.0002527414,0.03053423,0.5893829,0.07052831,0.2438083,0.007429152,0.03759197],"study_design_scores_gemma":[0.01077979,0.0004702312,0.005071016,0.0005970447,0.00009843458,0.0003438327,0.0001205868,0.9673564,0.008852373,0.002209574,0.003833946,0.0002667977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0262337,0.0003873162,0.9685349,0.0002346875,0.003346111,0.001139115,0.00001624608,0.00001248374,0.0000954428],"genre_scores_gemma":[0.9926777,0.000009693084,0.007035174,0.00005817971,0.0001369488,0.00005165623,5.3477e-7,0.000007390895,0.00002269025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.966444,"threshold_uncertainty_score":0.3798128,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Hua Chen","is_ca":false},{"name":"Wei Liu","is_ca":false},{"name":"Wei‐Ping Zhu","is_ca":true},{"name":"M.N.S. Swamy","is_ca":true},{"name":"Qing Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01950672972248228,"gpt":0.2494044923240239,"spread":0.2298977626015416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007224415,0.000109839,0.0002282461,0.0001752597,0.000109262,0.00008283935,0.0009675173,0.00008098933,0.00001659982],"category_scores_gemma":[0.0002114323,0.00007657723,0.00015905,0.0005445934,0.00009151299,0.0009078946,0.0001503354,0.0002389151,0.00002055865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007111464,"about_ca_system_score_gemma":0.000190049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002073829,"about_ca_topic_score_gemma":0.000008813261,"domain_scores_codex":[0.9986377,0.0000531022,0.0005649556,0.0001320911,0.0004899845,0.0001221377],"domain_scores_gemma":[0.9983692,0.00009506846,0.0007038054,0.0003811948,0.0004010381,0.00004965985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006351647,0.000208279,0.00615787,0.00009788826,0.0001595357,0.000005471217,0.0008809175,0.8775151,0.007097192,0.09014756,0.003104597,0.0145621],"study_design_scores_gemma":[0.0008649817,0.000238628,0.002722277,0.0005573663,0.0000516438,0.0001490808,0.00006081328,0.7677693,0.1644987,0.01385714,0.04896295,0.000267192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2159393,0.0001122134,0.7795148,0.0004651308,0.00315556,0.0001576756,5.77379e-7,0.00006080239,0.0005939876],"genre_scores_gemma":[0.9598607,0.0000353804,0.03941306,0.0001789562,0.0001533427,0.000001921746,3.868533e-7,0.000009755003,0.0003465278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7439214,"threshold_uncertainty_score":0.3122729,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Chang Cai","is_ca":false},{"name":"Yinghong Cao","is_ca":false},{"name":"Hadi Jahanshahi","is_ca":true},{"name":"Jun Mou","is_ca":false},{"name":"Bo Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01415725468532813,"gpt":0.239151387441285,"spread":0.2249941327559568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067656,0.0001848588,0.0002531389,0.0002737581,0.0001859501,0.0005163318,0.0004983043,0.00006903288,0.000005173547],"category_scores_gemma":[0.00006459867,0.0001229918,0.0001244801,0.0002655975,0.0001932697,0.0011569,0.0001161514,0.0004072551,0.00002525274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595213,"about_ca_system_score_gemma":0.0001578385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000293544,"about_ca_topic_score_gemma":0.000006809726,"domain_scores_codex":[0.9984946,0.0001291774,0.0004381796,0.0002572689,0.0004952319,0.0001855026],"domain_scores_gemma":[0.9990556,0.000131789,0.000255087,0.0003575764,0.0000854963,0.0001144092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001888312,0.001296945,0.005419767,0.01333732,0.001318995,0.005414651,0.01422932,0.1007175,0.1087166,0.508886,0.0235626,0.215212],"study_design_scores_gemma":[0.001468552,0.0003775461,0.007822813,0.003493795,0.0001270516,0.0006841574,0.00005028382,0.9716105,0.002365523,0.00248196,0.009179718,0.0003380452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2120881,0.001360137,0.7760503,0.004707621,0.004112932,0.0004500386,0.000009952518,0.0001256145,0.001095275],"genre_scores_gemma":[0.9771376,0.00003935325,0.02209875,0.0003603785,0.0002912181,0.000007335616,0.000001012636,0.00001360697,0.00005078535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8708931,"threshold_uncertainty_score":0.5015461,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Qing Wang","is_ca":false},{"name":"Xinzhi Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02628509337259743,"gpt":0.2330344661875634,"spread":0.2067493728149659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009244467,0.0001296388,0.0003903291,0.00007409034,0.0001078047,0.00003624229,0.001009314,0.00006678154,0.00001190067],"category_scores_gemma":[0.0001144847,0.0000781521,0.0001479157,0.0004034809,0.0001502302,0.0009417615,0.0001840953,0.0002821249,0.000001105699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005729058,"about_ca_system_score_gemma":0.0002301142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005382,"about_ca_topic_score_gemma":0.00001984372,"domain_scores_codex":[0.9982494,0.0002016456,0.0008140539,0.0001547577,0.0004157106,0.0001644654],"domain_scores_gemma":[0.9976961,0.00009619158,0.001051293,0.0005136091,0.0005779356,0.00006486497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00475453,0.005010227,0.1042404,0.004531406,0.00240359,0.0003858445,0.07777401,0.3753928,0.3505174,0.03319036,0.0006205793,0.04117885],"study_design_scores_gemma":[0.002605378,0.001563669,0.007470368,0.002032602,0.0002151867,0.0007010298,0.0002579034,0.8968056,0.08411858,0.00314212,0.0005843663,0.0005031287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6633988,0.0001775628,0.3347062,0.0001085527,0.001090536,0.0002198113,0.000004912612,0.000009695897,0.0002839283],"genre_scores_gemma":[0.9764593,0.00001281832,0.02336455,0.00003063282,0.0001186022,0.000001513323,3.403291e-7,0.000006525786,0.000005763221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5214129,"threshold_uncertainty_score":0.318695,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Xiaohua Li","is_ca":false},{"name":"Xiaoping Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01903368499710066,"gpt":0.2537262591033684,"spread":0.2346925741062678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008531336,0.0002974937,0.0008709173,0.0001883101,0.0001270227,0.00005451287,0.0006694238,0.00017818,0.000009767629],"category_scores_gemma":[0.0003963298,0.0002126348,0.0005583569,0.000271258,0.00020837,0.0003712452,0.00002982176,0.0004013521,0.000005065727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698296,"about_ca_system_score_gemma":0.0001502416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001604114,"about_ca_topic_score_gemma":0.0001437951,"domain_scores_codex":[0.9975469,0.0001656905,0.001273775,0.0001666096,0.0004151899,0.0004318956],"domain_scores_gemma":[0.9972489,0.0003154432,0.0007740333,0.0003485345,0.001176192,0.0001368852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006686071,0.0005970363,0.003288157,0.001026829,0.003371359,0.00006408906,0.002790553,0.9051743,0.06807117,0.001146936,0.005739006,0.00204448],"study_design_scores_gemma":[0.008787009,0.0003636897,0.0004104458,0.0008332605,0.0002574856,0.00005426872,0.0003487892,0.9595233,0.003002744,0.00001892311,0.02617017,0.0002299485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2185251,0.001518325,0.7676453,0.0003517391,0.01012157,0.00134321,0.0002528192,0.00007652578,0.0001653865],"genre_scores_gemma":[0.9940543,0.000005776428,0.00424154,0.0001507985,0.001441078,0.00002256672,0.000003061422,0.00005961099,0.00002122496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7755293,"threshold_uncertainty_score":0.8670996,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Xiying Wang","is_ca":false},{"name":"Xinzhi Liu","is_ca":true},{"name":"Wei Xu","is_ca":false},{"name":"Kexue Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03149630907246568,"gpt":0.2645553246052887,"spread":0.233059015532823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009905968,0.00009826,0.0005270437,0.00004821223,0.00004587111,0.000003904949,0.0001161423,0.0001011844,0.000007384129],"category_scores_gemma":[0.0008034086,0.00004632191,0.00009822724,0.00005915646,0.0004375425,0.0001167092,0.00002940542,0.0003790256,0.000001279527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002686236,"about_ca_system_score_gemma":0.0001118093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000671409,"about_ca_topic_score_gemma":0.00000682146,"domain_scores_codex":[0.9991041,0.00007368977,0.0004442867,0.000076353,0.0001621971,0.0001393243],"domain_scores_gemma":[0.9989519,0.0002885615,0.0002886032,0.0001424206,0.0001494942,0.0001790339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003382376,0.0003079525,0.00340709,0.0001550459,0.0006480974,0.0000649616,0.0005607128,0.2373319,0.00005824954,0.7526802,0.0001140237,0.001289431],"study_design_scores_gemma":[0.003400845,0.0004987384,0.0003936528,0.0003419032,0.0004811961,0.0008896887,0.00008065443,0.6374203,0.00002206947,0.3563941,0.00001093068,0.00006590116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4289114,0.0001034164,0.5661811,0.003913347,0.0001605344,0.0001328581,0.000001965034,0.000002975825,0.0005924534],"genre_scores_gemma":[0.9938605,0.000008992166,0.00543748,0.0005914558,0.00004498282,0.000002441297,3.920161e-7,0.000005906083,0.00004785843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5649491,"threshold_uncertainty_score":0.1888953,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jian Deng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09222700924308079,"gpt":0.3464662522510895,"spread":0.2542392430080087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002360431,0.0001736019,0.0003710844,0.0001942786,0.00112643,0.0006134255,0.001407957,0.0001042151,0.00003448738],"category_scores_gemma":[0.005712692,0.0001016621,0.0002881595,0.0001797843,0.0002508482,0.0009466355,0.0001064241,0.0003211844,0.00003714782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021304,"about_ca_system_score_gemma":0.0003922896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352203,"about_ca_topic_score_gemma":0.000007652814,"domain_scores_codex":[0.9974015,0.00007992854,0.0008752813,0.0002246201,0.001188633,0.0002300851],"domain_scores_gemma":[0.9958276,0.00110402,0.001311091,0.0006503962,0.0009878654,0.0001190228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001823798,0.00006163907,0.0001188186,0.00004140016,0.0001255111,0.000009792932,0.0001495624,0.9366363,0.0003758311,0.05870974,0.002755513,0.0008335082],"study_design_scores_gemma":[0.006586492,0.0003249552,0.06144137,0.001576535,0.0005823821,0.0006125649,0.0005776273,0.5756546,0.0001012688,0.3192385,0.03253563,0.0007681366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02034303,0.0001245125,0.9632422,0.002172996,0.01341497,0.0003155452,0.00001075363,0.00001756208,0.0003584407],"genre_scores_gemma":[0.9864433,0.000001858662,0.01126335,0.0001000965,0.00101781,0.0000170488,5.978949e-7,0.00001596338,0.001139956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9661003,"threshold_uncertainty_score":0.8663706,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Lei Liu","is_ca":true},{"name":"Jinjun Shan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01135351863130512,"gpt":0.208646182000448,"spread":0.1972926633691428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396675,0.000228262,0.0006342083,0.0001255348,0.0001773614,0.0001958661,0.001839017,0.0001121442,0.000001937078],"category_scores_gemma":[0.0003509758,0.0001332501,0.000269025,0.0005810146,0.0001163065,0.001351585,0.00009257439,0.0003065937,0.000008653977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202901,"about_ca_system_score_gemma":0.0001032514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008319326,"about_ca_topic_score_gemma":0.0000324445,"domain_scores_codex":[0.9971443,0.0003908653,0.001110565,0.0001757558,0.0008593607,0.0003191883],"domain_scores_gemma":[0.9961775,0.0003285528,0.001948074,0.0007021307,0.0006990817,0.0001446484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005247266,0.000600966,0.02354615,0.000462393,0.001202106,0.00006196542,0.0008130542,0.9094347,0.001318939,0.03265903,0.01205699,0.017319],"study_design_scores_gemma":[0.009685204,0.0005327334,0.01279093,0.001577567,0.0003396824,0.0004262124,0.00006282878,0.861528,0.0007667707,0.0002571169,0.1116072,0.000425707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02917516,0.0006046572,0.9642377,0.001180497,0.003976947,0.0005780141,0.00005937005,0.00003811108,0.0001495173],"genre_scores_gemma":[0.9984478,0.00003111007,0.0009031662,0.0001067808,0.0004348123,0.00004311525,0.00000596709,0.00001066516,0.00001653565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9692727,"threshold_uncertainty_score":0.543378,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Hamed Rezaee","is_ca":false},{"name":"Farzaneh Abdollahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03410171097240233,"gpt":0.2815524195197168,"spread":0.2474507085473145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009630828,0.0001973323,0.0005164409,0.0001125603,0.0001719625,0.0000861033,0.00198544,0.0001272605,0.000004577844],"category_scores_gemma":[0.0006163542,0.0001051984,0.0002440426,0.0002250867,0.000320678,0.0003866245,0.0002449065,0.0001820158,0.00001264188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482098,"about_ca_system_score_gemma":0.0003125672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001368402,"about_ca_topic_score_gemma":0.00002242101,"domain_scores_codex":[0.9977618,0.0002997151,0.001024303,0.0001904868,0.0004525798,0.000271122],"domain_scores_gemma":[0.99604,0.0007294272,0.001364685,0.0009732405,0.0008027352,0.00008994289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002743936,0.0003096421,0.0001072712,0.0001344545,0.000752197,0.000009788638,0.0002892432,0.8347653,0.01708459,0.1380207,0.003546329,0.004706047],"study_design_scores_gemma":[0.02671608,0.001689444,0.007186292,0.004618317,0.0007791442,0.0006872227,0.0009424415,0.911112,0.007658957,0.01984358,0.0172888,0.001477726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03558387,0.000814563,0.9553733,0.004596497,0.002639946,0.0008035775,0.00009583696,0.00003600637,0.00005636819],"genre_scores_gemma":[0.9918665,0.00002313418,0.007488568,0.00005001841,0.0001600707,0.00003022156,0.000002111035,0.00001209909,0.0003672919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9562826,"threshold_uncertainty_score":0.4289867,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jawhar Ghommam","is_ca":false},{"name":"Magdi S. Mahmoud","is_ca":false},{"name":"Maarouf Saad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01810318633836001,"gpt":0.2217331640133125,"spread":0.2036299776749525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006723843,0.0001576107,0.0004460774,0.0001252256,0.0001319848,0.0001853002,0.001091699,0.00006974801,0.000009403469],"category_scores_gemma":[0.0001647262,0.00008870803,0.0001909493,0.0003090777,0.00009291262,0.003110738,0.00006680125,0.000171545,0.00001281545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000668587,"about_ca_system_score_gemma":0.0001588757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009004914,"about_ca_topic_score_gemma":0.00002868361,"domain_scores_codex":[0.9983435,0.0001069985,0.0007934296,0.0001028638,0.0004407811,0.0002124111],"domain_scores_gemma":[0.9971316,0.0001326539,0.001215133,0.0003745929,0.001060864,0.00008519823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00111605,0.0007329903,0.001860914,0.0005201857,0.001614267,0.00001475492,0.005488103,0.8881765,0.01050304,0.03846055,0.01577145,0.03574118],"study_design_scores_gemma":[0.03879038,0.00288776,0.008607294,0.001158483,0.0003168658,0.0003249393,0.0005062034,0.8918895,0.002954313,0.0006994032,0.05114827,0.0007165647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02427164,0.0002140334,0.971367,0.000714646,0.001461116,0.001809745,0.00002883715,0.00001832934,0.000114644],"genre_scores_gemma":[0.9818249,0.00001214497,0.01748946,0.0002644124,0.0001346766,0.000217118,0.000003128585,0.000006465564,0.00004769043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9575533,"threshold_uncertainty_score":0.3617409,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"Qiuwei Wang","is_ca":true},{"name":"Youqun Zhao","is_ca":false},{"name":"Wenfang Xie","is_ca":true},{"name":"Qixian Zhao","is_ca":false},{"name":"Fen Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005789724045325332,"gpt":0.2091485180799685,"spread":0.2033587940346432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005204355,0.0001368099,0.0003600316,0.0001381691,0.00014934,0.00004129228,0.0003193478,0.00004933937,0.000002158273],"category_scores_gemma":[0.00008186104,0.0001091101,0.0001302247,0.0002732268,0.00004334527,0.0002920048,0.00006248224,0.0003905299,1.890374e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677046,"about_ca_system_score_gemma":0.0001105167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000275787,"about_ca_topic_score_gemma":0.00004096718,"domain_scores_codex":[0.9986838,0.00005597432,0.0006112054,0.0001116923,0.0003072433,0.0002300928],"domain_scores_gemma":[0.9993395,0.00006706834,0.0002717984,0.0001623199,0.00008908692,0.00007023687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002073683,0.00004910064,0.002522731,0.0001131053,0.00007514362,0.000004597938,0.0004286245,0.9720172,0.006710173,0.0003098294,0.00009432642,0.01746785],"study_design_scores_gemma":[0.001867176,0.0001702668,0.00341149,0.00007697909,0.00004882287,0.0000310178,0.00003114477,0.9927309,0.0001404546,0.001148456,0.0002297242,0.0001135243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975923,0.0006063485,0.02218594,0.0001916342,0.0003480245,0.000577451,0.0001152068,0.00001541707,0.00003697493],"genre_scores_gemma":[0.9992902,0.00004658607,0.0004376777,0.00002360881,0.00004731641,0.00006180222,0.000006427187,0.00002208743,0.00006434611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336714,"threshold_uncertainty_score":0.4449382,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Guangdeng Zong","is_ca":false},{"name":"Wenhai Qi","is_ca":false},{"name":"Yang Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01332985474072927,"gpt":0.2174762549883051,"spread":0.2041464002475759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071291,0.0001296287,0.0004601294,0.00006008394,0.0000739958,0.000044637,0.0002143242,0.00007109461,0.000002334793],"category_scores_gemma":[0.0004250612,0.00008910513,0.0001396343,0.0001415723,0.00003338894,0.0002673476,0.00001928004,0.0003019818,5.903615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005559203,"about_ca_system_score_gemma":0.00008104847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008191294,"about_ca_topic_score_gemma":0.0001829222,"domain_scores_codex":[0.9986314,0.0001780664,0.0006518092,0.00009194054,0.000304957,0.0001418668],"domain_scores_gemma":[0.9989828,0.0002757948,0.0002093105,0.0002236611,0.0002451668,0.00006324869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009712128,0.00001981014,0.003144139,0.0002087918,0.0001416313,0.00001303754,0.0001931773,0.9920246,0.002210118,0.0002053962,0.00001699527,0.001725187],"study_design_scores_gemma":[0.00274545,0.00009382544,0.001931729,0.001807642,0.0001228013,0.0002035999,0.0004789941,0.9876812,0.000593811,0.000630413,0.003475175,0.0002354377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627437,0.02869287,0.2011164,0.0002715773,0.005746912,0.000276758,0.0000339306,0.00002523772,0.001092638],"genre_scores_gemma":[0.9992202,0.0004007835,0.00008559399,0.00004122434,0.0002244451,0.000003390113,4.481657e-7,0.00001209782,0.00001182815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364765,"threshold_uncertainty_score":0.3633602,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Mohamad S. Alwan","is_ca":true},{"name":"Xinzhi Liu","is_ca":true},{"name":"Wei‐Chau Xie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06066382513328593,"gpt":0.3390666760785179,"spread":0.2784028509452319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006818551,0.00007525102,0.0004363317,0.00002650568,0.0000732127,0.000002279243,0.00007368672,0.00007289107,0.0001809653],"category_scores_gemma":[0.0006601318,0.00003484387,0.00008232245,0.00004966199,0.0007113327,0.00008772629,0.00004562605,0.0002657658,0.000001942804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001614851,"about_ca_system_score_gemma":0.00005597676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002018651,"about_ca_topic_score_gemma":0.00000266937,"domain_scores_codex":[0.9990824,0.00008821845,0.0004928681,0.00005289124,0.0001406455,0.0001429095],"domain_scores_gemma":[0.9990532,0.0002869438,0.0002989512,0.000136542,0.00009076751,0.0001335294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008390315,0.001340863,0.4870976,0.0001910835,0.0003468362,0.000002856435,0.0005332038,0.00005225798,0.001327381,0.5079241,0.00005158903,0.0002931576],"study_design_scores_gemma":[0.01771621,0.003748904,0.7648442,0.00216187,0.004922395,0.001258785,0.000569626,0.03823977,0.03184041,0.1291985,0.004856875,0.0006423827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162859,0.0001963343,0.08131254,0.0007424086,0.000296064,0.0001741376,0.000003340694,0.00000270579,0.0009865618],"genre_scores_gemma":[0.9984441,0.00001502314,0.001329415,0.0001095411,0.00007152054,0.00000267723,5.911602e-7,0.000002870316,0.00002425171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3787256,"threshold_uncertainty_score":0.2620935,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Na Lin","is_ca":false},{"name":"Ronghu Chi","is_ca":false},{"name":"Biao Huang","is_ca":true},{"name":"Zhongsheng Hou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01962706949830241,"gpt":0.258398634134179,"spread":0.2387715646358766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008276156,0.0003389338,0.0005571028,0.0002393845,0.0004209835,0.0002220493,0.0009041168,0.0001617208,0.00003482117],"category_scores_gemma":[0.0007069274,0.0002417513,0.0001850863,0.0003966338,0.0002558154,0.001187638,0.00009068312,0.001132048,0.00006431872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577168,"about_ca_system_score_gemma":0.0001675691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115691,"about_ca_topic_score_gemma":0.00009475469,"domain_scores_codex":[0.9975182,0.0005798183,0.0008356106,0.0002638198,0.0004759732,0.0003265773],"domain_scores_gemma":[0.9977138,0.000223814,0.0006286836,0.0005019191,0.0008229022,0.000108849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002159522,0.00006131511,0.001817964,0.00003299147,0.0005553342,0.00003476717,0.002683997,0.9728774,0.01951325,0.0000771608,0.0005312151,0.001598612],"study_design_scores_gemma":[0.003304856,0.0002951187,0.002194754,0.0004741743,0.0001254563,0.0000424611,0.00008050018,0.978495,0.0006687888,0.00001226377,0.01405288,0.0002537698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03914965,0.0004114855,0.9545388,0.0003511136,0.004331025,0.000623705,0.00007504891,0.0001213063,0.0003979153],"genre_scores_gemma":[0.9856926,0.000009195901,0.01248903,0.0002249731,0.001170627,0.00001305842,0.00002475704,0.00005637579,0.0003194003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9465429,"threshold_uncertainty_score":0.985833,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Najmeh Daroogheh","is_ca":true},{"name":"Nader Meskin","is_ca":false},{"name":"K. Khorasani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01449090552043142,"gpt":0.2475444797770603,"spread":0.2330535742566289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004930831,0.00008126733,0.0002172782,0.00004632691,0.00009204089,0.00003352934,0.0001285304,0.00005042331,7.663268e-7],"category_scores_gemma":[0.00002884954,0.0000557891,0.00007709952,0.00009982367,0.00006196935,0.0001699574,0.000006142612,0.00009515533,2.13464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000397533,"about_ca_system_score_gemma":0.00004696002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002902361,"about_ca_topic_score_gemma":0.00001483772,"domain_scores_codex":[0.9991828,0.00003919494,0.0004605853,0.00006882936,0.0001260506,0.0001226021],"domain_scores_gemma":[0.9994334,0.00001348753,0.0002093148,0.0001396698,0.0001254893,0.00007864711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008714557,0.0004635572,0.005262727,0.002452748,0.000531223,0.000001045978,0.001331449,0.7604908,0.2102621,0.0001282219,0.001165436,0.01703921],"study_design_scores_gemma":[0.001128365,0.0006151192,0.0005621195,0.0001028777,0.00002635287,0.00002329296,0.00006261583,0.9826156,0.009112309,0.000002818685,0.005697822,0.00005069351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6305269,0.000594464,0.3642513,0.0001576197,0.003440832,0.0008701092,0.00005363112,0.00006172325,0.00004341522],"genre_scores_gemma":[0.9961375,0.00000955723,0.003143706,0.00003502671,0.0006176091,0.0000334001,0.000001108229,0.0000130063,0.00000910294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656106,"threshold_uncertainty_score":0.2275013,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Xinyu Zhang","is_ca":false},{"name":"Zheng Zhu","is_ca":true},{"name":"Siyu Xie","is_ca":false},{"name":"Hui Gao","is_ca":false},{"name":"G. Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02004077403805053,"gpt":0.2209395965623741,"spread":0.2008988225243236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005634772,0.0002310147,0.0004073708,0.0001797964,0.0001995147,0.00005772219,0.0003747468,0.00009160738,0.00000832597],"category_scores_gemma":[0.0001378876,0.0001456629,0.0002442406,0.0003082384,0.0001279548,0.000483983,0.00001513786,0.0003616402,0.00001495453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305651,"about_ca_system_score_gemma":0.0001872439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007487555,"about_ca_topic_score_gemma":0.00006900985,"domain_scores_codex":[0.9986218,0.00004268315,0.0004780041,0.0001245296,0.0004160548,0.0003169537],"domain_scores_gemma":[0.9987666,0.0002221468,0.0002572747,0.0002436325,0.0004171528,0.00009319835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007690163,0.00001514926,0.003105998,0.00009640586,0.0005133836,0.0000148406,0.0001193461,0.9903415,0.001340536,0.0001204912,0.002256563,0.001306729],"study_design_scores_gemma":[0.006189783,0.0006533021,0.01632765,0.0007969398,0.0003740155,0.00004744389,0.0001795232,0.8891423,0.001346858,0.00007632413,0.08450171,0.0003641767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2755167,0.001005842,0.7129506,0.0008161435,0.007536842,0.001411757,0.00009011108,0.0002638591,0.0004081751],"genre_scores_gemma":[0.9969934,0.00001690966,0.001380709,0.0001340676,0.0009998688,0.00005895958,0.000001944469,0.00005121734,0.000362949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7214767,"threshold_uncertainty_score":0.5939959,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Saba Sedghizadeh","is_ca":true},{"name":"Soosan Beheshti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818179707956573,"gpt":0.2369844840205689,"spread":0.2188026869410032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890414,0.0001180258,0.000247677,0.00004945603,0.0001178156,0.00003641619,0.0004220914,0.00006470804,0.000006531299],"category_scores_gemma":[0.0002989841,0.00008326873,0.00004425659,0.0001271491,0.0001692528,0.0008579071,0.00007731031,0.0002637191,0.000002375353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000870117,"about_ca_system_score_gemma":0.00004242082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006037561,"about_ca_topic_score_gemma":0.00006386446,"domain_scores_codex":[0.9990613,0.0000632255,0.0004034504,0.0001130484,0.0002133739,0.0001456148],"domain_scores_gemma":[0.9990104,0.0000648289,0.000229904,0.0004172526,0.0002071521,0.00007048377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003294597,0.0000364356,0.00766021,0.00008512579,0.0005409166,0.00001573028,0.0008702754,0.9681237,0.01618406,0.0004388344,0.001198165,0.004517112],"study_design_scores_gemma":[0.002083529,0.0002124502,0.003242785,0.0001814706,0.0001523596,0.00009892067,0.00008801177,0.9756944,0.000734148,0.0002972774,0.01705627,0.0001584386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1470919,0.0007692924,0.8477054,0.0002394034,0.003050119,0.0003128282,0.00006630164,0.00005703144,0.0007077921],"genre_scores_gemma":[0.9947421,0.00006789112,0.004307461,0.00002327686,0.000826447,0.000002873046,0.000001697775,0.00001695259,0.00001132241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8476502,"threshold_uncertainty_score":0.33956,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Hui Liu","is_ca":false},{"name":"Xiaohua Li","is_ca":false},{"name":"Xiaoping Liu","is_ca":true},{"name":"Huanqing Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01165765217596586,"gpt":0.2328377997883447,"spread":0.2211801476123788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007876506,0.0003124149,0.0009926158,0.0001693655,0.00008553264,0.00005198257,0.0006603181,0.0001777992,0.00001153867],"category_scores_gemma":[0.0001868144,0.0002238831,0.0006244616,0.0002170997,0.0001091573,0.0003159267,0.00003024454,0.0004462923,0.00001437814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091262,"about_ca_system_score_gemma":0.0002355413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001445061,"about_ca_topic_score_gemma":0.00004816045,"domain_scores_codex":[0.9975155,0.0001255498,0.001184384,0.0001716988,0.0005512527,0.0004516439],"domain_scores_gemma":[0.9976895,0.0003584144,0.0007707956,0.0004158473,0.0006187044,0.000146681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008734932,0.00009071047,0.0005007788,0.0002485563,0.0004815853,0.00000615106,0.0001357182,0.9942964,0.002450197,0.0003175619,0.0005058739,0.00009301068],"study_design_scores_gemma":[0.01031464,0.0002576296,0.0002344517,0.0006150611,0.0002458786,0.00004240814,0.0001640617,0.9681503,0.0001946333,0.00002220657,0.01952916,0.0002296243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2007968,0.002807047,0.7809007,0.0003105889,0.01212847,0.00247191,0.00035539,0.00006302352,0.0001661322],"genre_scores_gemma":[0.9961638,0.00000571089,0.002913084,0.0001254029,0.0006056526,0.00002997514,0.000003781985,0.00006345216,0.00008908338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7953671,"threshold_uncertainty_score":0.9129688,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Hamed Rezaee","is_ca":false},{"name":"Farzaneh Abdollahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02681114724513713,"gpt":0.2867327680694238,"spread":0.2599216208242867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009909868,0.0002215457,0.0003859229,0.0001204536,0.0003088312,0.0002682054,0.002966183,0.0001882761,0.00001529765],"category_scores_gemma":[0.0005139543,0.0001462414,0.0004442671,0.0004755399,0.0000986711,0.0003893692,0.0001514173,0.0004500978,0.00002871162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112691,"about_ca_system_score_gemma":0.0001849169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001072488,"about_ca_topic_score_gemma":0.000003742514,"domain_scores_codex":[0.9978392,0.0001455569,0.0006344233,0.0002857716,0.0006968984,0.0003981261],"domain_scores_gemma":[0.9975407,0.0003843168,0.000701628,0.000942506,0.0002719669,0.0001589255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003048962,0.004376954,0.004554851,0.000458335,0.002007449,0.0001549478,0.002834063,0.3550601,0.002962703,0.1273907,0.3509875,0.1461634],"study_design_scores_gemma":[0.003856477,0.001521097,0.001781257,0.0006797023,0.000114754,0.00005815331,0.00002236432,0.6536909,0.001608403,0.004572089,0.3316645,0.0004303067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006426296,0.0001115417,0.9754104,0.001767321,0.01436223,0.0009253959,0.00001181848,0.00004465222,0.0009403429],"genre_scores_gemma":[0.9440675,0.000004137,0.05059912,0.002579374,0.00243223,0.0001083262,0.00000177495,0.0000173975,0.0001901311],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9376412,"threshold_uncertainty_score":0.596355,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Bo Xue","is_ca":true},{"name":"Linghua Zhang","is_ca":false},{"name":"Wei‐Ping Zhu","is_ca":true},{"name":"Yang Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02146587888860297,"gpt":0.251961579268715,"spread":0.2304957003801121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790777,0.0001206236,0.0002108758,0.0001280731,0.0002181794,0.0001064613,0.0003274548,0.00009506642,0.00001426324],"category_scores_gemma":[0.0001979623,0.00009592327,0.0001792201,0.00007101365,0.00003068224,0.0003409129,0.00002523593,0.0004453966,0.000001767944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008684606,"about_ca_system_score_gemma":0.0001088279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005912469,"about_ca_topic_score_gemma":0.0000879971,"domain_scores_codex":[0.9992784,0.00002718634,0.0002957099,0.00008095343,0.0001465403,0.0001711704],"domain_scores_gemma":[0.9993752,0.00004331359,0.000250241,0.0001938694,0.00008173762,0.00005568957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002785409,0.00003969782,0.007983504,0.00004198054,0.0001342669,0.00004234472,0.0001023879,0.8916698,0.06713496,0.0001164012,0.007843373,0.02461278],"study_design_scores_gemma":[0.002547544,0.0002748409,0.009982608,0.001353217,0.0000998906,0.0001553732,0.00002175051,0.7351723,0.1705049,0.00295386,0.0765148,0.0004189642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2269159,0.0001523733,0.7690623,0.0006085813,0.001973019,0.0002871381,0.000001861083,0.0000997337,0.0008990443],"genre_scores_gemma":[0.9248049,0.00002945658,0.07432492,0.00005713106,0.0005904594,0.000003335763,4.147922e-7,0.00002311302,0.000166301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.697889,"threshold_uncertainty_score":0.3911637,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Ying Jin","is_ca":true},{"name":"Jun Fu","is_ca":false},{"name":"Youmin Zhang","is_ca":true},{"name":"Yuanwei Jing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008211984120623857,"gpt":0.179582248168255,"spread":0.1713702640476311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008552464,0.0001400557,0.0003884973,0.00007097945,0.00006286183,0.00001958608,0.0003144229,0.00008740628,0.00001154317],"category_scores_gemma":[0.00004703836,0.00008364933,0.0001429401,0.000247778,0.00006276395,0.0004822061,0.00002001374,0.0002197629,0.000007388891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614861,"about_ca_system_score_gemma":0.00006085246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002526894,"about_ca_topic_score_gemma":0.0000031154,"domain_scores_codex":[0.9986941,0.0000564672,0.0005848599,0.00006530454,0.0003937346,0.0002055053],"domain_scores_gemma":[0.9990816,0.00004606625,0.0003051286,0.0003115703,0.0001728727,0.0000827909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001718349,0.0001229688,0.009349315,0.0008211566,0.0003022398,0.000002431928,0.001462679,0.9754812,0.01012766,0.001478639,0.0004292491,0.0002506539],"study_design_scores_gemma":[0.01617309,0.000922255,0.02724619,0.005533797,0.001586037,0.00210142,0.004965491,0.8140319,0.04749232,0.000311491,0.07756662,0.002069394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237149,0.00223521,0.158517,0.000066138,0.003294806,0.0006354701,0.000009063149,0.00008116118,0.01144629],"genre_scores_gemma":[0.9981278,0.0000126433,0.00134889,0.000009977546,0.000382355,0.000007558335,8.855577e-7,0.00001966755,0.00009023052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1744129,"threshold_uncertainty_score":0.341112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Sung‐Kwun Oh","is_ca":false},{"name":"Witold Pedrycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03470606278881599,"gpt":0.2295474382526359,"spread":0.1948413754638199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001832127,0.0001313967,0.0001668497,0.00003542543,0.0002936619,0.0001283105,0.000808517,0.00003953496,0.000001092505],"category_scores_gemma":[0.00000723014,0.0000586672,0.00006309471,0.00026931,0.0001027684,0.0004259565,0.0002264735,0.0002957316,5.959203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002680199,"about_ca_system_score_gemma":0.00008412326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008068412,"about_ca_topic_score_gemma":0.00004664867,"domain_scores_codex":[0.999117,0.0000482541,0.0003569842,0.0001270442,0.0001779568,0.0001728315],"domain_scores_gemma":[0.9990706,0.00007775629,0.0003714086,0.0003002996,0.0001120574,0.00006784726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002872174,0.000184197,0.00273707,0.000008236015,0.0001962311,0.00001006573,0.002060364,0.7666734,0.001669926,0.0001578209,0.002447897,0.2238261],"study_design_scores_gemma":[0.0006792771,0.00005346047,0.02930913,0.00004918671,0.00003142926,0.0003746618,0.00001774822,0.8876106,0.001527933,0.000007197558,0.08019215,0.0001472576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4815286,0.000561015,0.5135166,0.003782453,0.0003997361,0.000192896,6.258946e-7,0.00001459579,0.000003505339],"genre_scores_gemma":[0.7999985,0.00006796508,0.1988973,0.000622732,0.0003727278,0.000003650212,8.959175e-8,0.000007503382,0.00002950067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3184699,"threshold_uncertainty_score":0.2392379,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Xinyu Zhang","is_ca":true},{"name":"Hui Li","is_ca":false},{"name":"Gun Li","is_ca":false},{"name":"Ti Chen","is_ca":true},{"name":"Jinjun Shan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04079231953017787,"gpt":0.2226508116632289,"spread":0.1818584921330511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751253,0.0002503348,0.0004705736,0.0000853774,0.00008707467,0.00005384915,0.0004478598,0.00007044742,0.000005039209],"category_scores_gemma":[0.0002352039,0.0001585648,0.0002414693,0.0001945838,0.00004883059,0.0002086547,0.00001937379,0.0003666934,0.000007048154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343717,"about_ca_system_score_gemma":0.0001092508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006288346,"about_ca_topic_score_gemma":0.00002665726,"domain_scores_codex":[0.9984991,0.0000510368,0.0005902136,0.0001411605,0.0004575476,0.0002609607],"domain_scores_gemma":[0.9988426,0.00007211044,0.0003575805,0.0002340304,0.0003187811,0.0001748711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001174188,0.00006148463,0.001732721,0.0001201005,0.000519326,0.00002797773,0.0001456578,0.9689471,0.02379304,0.00001377156,0.001581834,0.001882756],"study_design_scores_gemma":[0.0106988,0.001505505,0.00390638,0.0006280912,0.0003180743,0.00003364059,0.00004640708,0.9147299,0.01371403,0.00002358103,0.05389361,0.0005020081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2045518,0.0005389352,0.7832334,0.003023636,0.005495538,0.002245015,0.00007104854,0.0001966266,0.0006440362],"genre_scores_gemma":[0.9928394,0.000004274134,0.005612074,0.0007530857,0.0006568942,0.00001696163,0.000001874958,0.00006286211,0.00005257396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7882876,"threshold_uncertainty_score":0.6466085,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Fatemeh Shojaei","is_ca":false},{"name":"Jafar Zarei","is_ca":false},{"name":"Mehrdad Saif","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088217756555369,"gpt":0.2072078174647468,"spread":0.1963256398991932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000937875,0.0003209499,0.0008649601,0.0002269215,0.00009851953,0.00004782579,0.0006939023,0.0001593289,0.000005712564],"category_scores_gemma":[0.0001196894,0.0002130677,0.0003181194,0.0007064243,0.0001907361,0.000347352,0.00004058445,0.0005478019,0.00004439739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054409,"about_ca_system_score_gemma":0.0003097542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009672753,"about_ca_topic_score_gemma":0.00006066615,"domain_scores_codex":[0.9976274,0.0001614968,0.0009887712,0.0001499115,0.0007246865,0.0003476991],"domain_scores_gemma":[0.9978913,0.0003776733,0.0006336591,0.0004132351,0.0005661841,0.0001179319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004740956,0.00003910728,0.0007868008,0.0001286605,0.0007004838,0.00008427066,0.00009130753,0.9916059,0.005298666,0.0000206298,0.0006719065,0.00009814851],"study_design_scores_gemma":[0.003650757,0.0004054515,0.003073531,0.0007929367,0.0002179847,0.000065254,0.0001313187,0.9888301,0.000492627,0.000007304742,0.00208549,0.0002471763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7756117,0.002071766,0.2152287,0.0003210831,0.004535067,0.001194545,0.0004214505,0.0002073856,0.0004082645],"genre_scores_gemma":[0.9977189,0.00004745668,0.00141159,0.0000278661,0.000327112,0.000009758282,0.000006372407,0.00006914958,0.0003817588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221072,"threshold_uncertainty_score":0.868865,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"S. Mohammadreza Ebrahimi","is_ca":false},{"name":"Farid Norouzi","is_ca":false},{"name":"Hossein Dastres","is_ca":false},{"name":"Reza Faieghi","is_ca":true},{"name":"Mehdi Salay Naderi","is_ca":false},{"name":"Milad Malekzadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01127460500481359,"gpt":0.2075088203823636,"spread":0.19623421537755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001578378,0.00007986338,0.000113964,0.00008298649,0.00008719997,0.00007586915,0.00005526021,0.00004634683,0.000001442264],"category_scores_gemma":[0.00001138133,0.00004932829,0.00005741238,0.0001060594,0.00002293913,0.0003404516,0.000004211277,0.0001591952,0.000002512788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006631121,"about_ca_system_score_gemma":0.00001279396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004851816,"about_ca_topic_score_gemma":0.00003368055,"domain_scores_codex":[0.9995093,0.00001313812,0.0002139222,0.0000565092,0.0001290897,0.00007801016],"domain_scores_gemma":[0.9997839,0.00001641688,0.00005251396,0.00006679852,0.0000512775,0.00002903555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009760386,0.000006128826,0.0002592901,0.0004050153,0.0001485126,0.000003345699,0.0002217866,0.9523688,0.02965279,0.0001202496,0.0001073826,0.01660908],"study_design_scores_gemma":[0.0004844538,0.0001141128,0.002795541,0.0002825698,0.00008127315,0.0003936339,0.00004323548,0.9735646,0.004996569,0.00003277282,0.01713245,0.00007875239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763029,0.0005973332,0.1174982,0.00009172304,0.0050606,0.0002865586,9.234243e-7,0.00006399491,0.00009769268],"genre_scores_gemma":[0.9992426,0.00004423279,0.0002150613,0.00001348537,0.0003425709,0.00001136649,2.390356e-7,0.00001375054,0.0001167094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229397,"threshold_uncertainty_score":0.2011549,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"K. Mayyas","is_ca":false},{"name":"T. Aboulnasr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009652264343098403,"gpt":0.2279866687509472,"spread":0.2183344044078488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001114778,0.0001369958,0.0001771707,0.0001007168,0.00007821822,0.00002460023,0.0001384471,0.00006062617,0.000001303816],"category_scores_gemma":[0.00001893914,0.0001061071,0.00003260006,0.0001501879,0.00003630555,0.0003382316,0.00004721665,0.0002247782,0.000001672244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709071,"about_ca_system_score_gemma":0.00002567324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001234438,"about_ca_topic_score_gemma":0.00002486276,"domain_scores_codex":[0.9993597,0.0000114867,0.0002527178,0.0001067128,0.0001446345,0.0001247053],"domain_scores_gemma":[0.9995664,0.00001870683,0.0001172677,0.0001194228,0.00009349337,0.00008467292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009839582,0.00003478237,0.0001344708,0.00006490776,0.0001076092,0.0000206808,0.001099684,0.7670463,0.1200359,0.0005146204,0.00008456211,0.1107581],"study_design_scores_gemma":[0.004801901,0.0009431228,0.02454,0.002200201,0.0003565869,0.0008934612,0.0002352003,0.5909349,0.330428,0.02396812,0.01928515,0.001413445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1998693,0.0005572863,0.7987543,0.00009803166,0.0002632509,0.0003161275,0.00001354729,0.00005257584,0.00007556799],"genre_scores_gemma":[0.9360368,0.0003172485,0.06338681,0.00003472946,0.0001686888,0.00001553235,6.097412e-7,0.0000194127,0.00002021421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7361674,"threshold_uncertainty_score":0.4326923,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Xiaotao Liu","is_ca":false},{"name":"Mingxi Liu","is_ca":true},{"name":"Yang Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01315031526635616,"gpt":0.2210516108518062,"spread":0.2079012955854501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737288,0.0001608301,0.0003596988,0.00008305549,0.00007947333,0.00001749578,0.0003544349,0.00009214404,0.000003492435],"category_scores_gemma":[0.0003475356,0.00008565227,0.0001857921,0.0001432237,0.00009764417,0.0006069287,0.00002209669,0.0002161945,0.000006723993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525756,"about_ca_system_score_gemma":0.0001179777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003547849,"about_ca_topic_score_gemma":0.00001150668,"domain_scores_codex":[0.9986626,0.00007465797,0.0006636266,0.00009467014,0.0003165483,0.0001878992],"domain_scores_gemma":[0.9988222,0.0001273439,0.0003899605,0.0002403692,0.0003403893,0.00007971797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002744159,0.00001647732,0.000131408,0.00001153139,0.0002266595,0.00000682311,0.0001508196,0.990184,0.005710465,0.0006782199,0.001160247,0.001448913],"study_design_scores_gemma":[0.008033673,0.00006664619,0.0004985186,0.0006384098,0.0001444345,0.00005159477,0.00004573282,0.9800894,0.002067662,0.004764069,0.003389457,0.0002104378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02302068,0.0004636792,0.9723368,0.001102635,0.001858852,0.0003910496,0.00006068033,0.00005323879,0.0007124192],"genre_scores_gemma":[0.9969833,0.0001183966,0.002111556,0.0001194172,0.000290966,0.00002272086,3.295954e-7,0.00002528518,0.0003280407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9739626,"threshold_uncertainty_score":0.3492798,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Radar; Computer science; Remote sensing; Artificial intelligence; Geography; Telecommunications","authors":[{"name":"Keyu Pan","is_ca":true},{"name":"Wei‐Ping Zhu","is_ca":true},{"name":"Mojtaba Hasannezhad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006892020874696017,"gpt":0.2350494700520398,"spread":0.2281574491773438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533102,0.0001324706,0.0001443334,0.0001772146,0.0001062188,0.00004667279,0.0002432514,0.00005609512,0.00000676169],"category_scores_gemma":[0.00001542926,0.00008796756,0.000127104,0.0002668279,0.00003411905,0.0005305914,0.00001993113,0.0004951566,0.000007953513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144675,"about_ca_system_score_gemma":0.00004168629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003709957,"about_ca_topic_score_gemma":0.00001296786,"domain_scores_codex":[0.9991901,0.0000269997,0.0002870347,0.00008542468,0.0002779927,0.000132429],"domain_scores_gemma":[0.9996079,0.00001560161,0.00008775268,0.0001839655,0.00006407228,0.00004073576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002624975,0.0003947392,0.006332353,0.002392906,0.001954438,0.0009912029,0.0008465764,0.1449211,0.7407476,0.001150596,0.006672402,0.09333364],"study_design_scores_gemma":[0.003608155,0.0006515353,0.01209976,0.005482193,0.0009295684,0.002061305,0.00005109227,0.1210891,0.473123,0.01224538,0.3674417,0.001217217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3448453,0.0006546531,0.6497559,0.0002497816,0.003070358,0.0002812227,0.000003691512,0.0006991258,0.0004400153],"genre_scores_gemma":[0.9686456,0.00002872023,0.03091219,0.00003678618,0.0002859199,0.000007515841,7.861348e-7,0.00003583706,0.00004668687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6238003,"threshold_uncertainty_score":0.3587213,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Najmeh Zamani","is_ca":false},{"name":"Javad Askari","is_ca":false},{"name":"Marzieh Kamali","is_ca":false},{"name":"Amir G. Aghdam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01981762347935189,"gpt":0.2413624025706534,"spread":0.2215447790913015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005849256,0.0002748998,0.0005645148,0.0001712578,0.0001803243,0.0002106563,0.0002564689,0.0001109081,0.000001505045],"category_scores_gemma":[0.0001108126,0.0001657102,0.0002500539,0.0001819769,0.0001276961,0.0004752671,0.00001507754,0.0004802176,0.000004240273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610053,"about_ca_system_score_gemma":0.0001198603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003188354,"about_ca_topic_score_gemma":0.0001734199,"domain_scores_codex":[0.9985219,0.00008321407,0.0006377104,0.0001750533,0.0003116395,0.0002705041],"domain_scores_gemma":[0.9988049,0.0003425013,0.0001964033,0.0001855289,0.0003447806,0.0001259469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006136671,0.0001215244,0.0003645298,0.0005788443,0.004502746,0.000172625,0.0006348672,0.9767979,0.003253541,0.00251683,0.001640586,0.008802321],"study_design_scores_gemma":[0.004052942,0.0002299828,0.0003503369,0.0009605077,0.0005147061,0.0003321527,0.0001772764,0.739289,0.00008175195,0.00001304209,0.2537849,0.000213365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0119007,0.02741767,0.9494339,0.0007137284,0.008307003,0.001696712,0.0002466595,0.000161315,0.0001223676],"genre_scores_gemma":[0.9936062,0.0001099103,0.00411482,0.00005548638,0.001739911,0.00007419368,0.000001070953,0.00006465825,0.0002337815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9817055,"threshold_uncertainty_score":0.6757467,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jian-Feng Gu","is_ca":false},{"name":"Wei‐Ping Zhu","is_ca":true},{"name":"M.N.S. Swamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02463115717723236,"gpt":0.2896053300689138,"spread":0.2649741728916815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009497365,0.0001545095,0.0003451065,0.0002570119,0.0003532114,0.0001401515,0.001426423,0.00008291778,0.000002545408],"category_scores_gemma":[0.0004956676,0.00009186465,0.0002543943,0.0001707856,0.0002240399,0.001187606,0.00007787139,0.0002179704,4.067577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006812126,"about_ca_system_score_gemma":0.0002059885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004563,"about_ca_topic_score_gemma":0.00001633883,"domain_scores_codex":[0.9985228,0.00004735629,0.0005971043,0.0001541821,0.0005345355,0.000143992],"domain_scores_gemma":[0.996648,0.0001142444,0.001834717,0.0006788041,0.0006711265,0.0000531379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00162484,0.001559543,0.006561326,0.0007624839,0.0004728349,0.00002607034,0.001182145,0.05496743,0.1244574,0.02470165,0.002504698,0.7811795],"study_design_scores_gemma":[0.0006866655,0.001123017,0.006072936,0.00160631,0.00005485048,0.00006009255,0.000008355238,0.0292854,0.9524991,0.004667453,0.003757895,0.0001779081],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05124927,0.00003158989,0.9431528,0.001320826,0.001337803,0.0006271296,0.00000909859,0.0001037517,0.002167734],"genre_scores_gemma":[0.8865753,0.000009576243,0.1131466,0.00005062362,0.0001436072,0.00001810279,2.194007e-7,0.00001107764,0.00004487051],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8353261,"threshold_uncertainty_score":0.3746132,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mohammadali Dashtbali","is_ca":false},{"name":"Mehdi Mirzaie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1809660789582795,"gpt":0.4490180547220401,"spread":0.2680519757637606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041489,0.0001344909,0.0003070924,0.00005289336,0.0004485697,0.00004355668,0.0001980852,0.00006073976,0.000003708483],"category_scores_gemma":[0.001569819,0.00006060017,0.0001971094,0.0001024977,0.0002707333,0.0001986177,0.0001175853,0.0003091515,2.365688e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564392,"about_ca_system_score_gemma":0.0001787799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001537009,"about_ca_topic_score_gemma":0.0000108291,"domain_scores_codex":[0.9987507,0.0002902188,0.0004462354,0.0001281216,0.0002479581,0.0001367592],"domain_scores_gemma":[0.9978272,0.001626581,0.0002971775,0.0001190873,0.00005655537,0.00007337753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001432561,0.0005846109,0.005381308,0.000710656,0.001086599,0.0000177876,0.009246771,0.08164117,0.0003196041,0.8760945,0.01686043,0.006623996],"study_design_scores_gemma":[0.0006281208,0.0002194507,0.02007172,0.00008400209,0.0001487118,0.00006642503,0.0004226097,0.1650429,0.000008649173,0.8123022,0.0008949703,0.0001102525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328513,0.003384241,0.05860413,0.003858405,0.0003047799,0.0004305234,0.00005842861,0.00002938486,0.0004788354],"genre_scores_gemma":[0.9980318,0.0001581102,0.001355263,0.0002237997,0.0001767133,0.000006942828,0.000001041995,0.000008159718,0.00003818296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08340174,"threshold_uncertainty_score":0.3450081,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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)","authors":[{"name":"Alex Walsh","is_ca":false},{"name":"James Richard Forbes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006863579519840962,"gpt":0.1963049610124971,"spread":0.1894413814926561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853708,0.0001357982,0.0006126326,0.0002284743,0.00005251616,0.00001914557,0.0003159215,0.00008706116,0.00001981662],"category_scores_gemma":[0.0005673524,0.00006959244,0.0004162504,0.0003752718,0.0001523958,0.0002140332,0.00002618272,0.0001332976,0.000001703106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007625837,"about_ca_system_score_gemma":0.00005701914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003172405,"about_ca_topic_score_gemma":0.00006332003,"domain_scores_codex":[0.9987207,0.00008802648,0.00065683,0.00008631685,0.0002960389,0.0001520786],"domain_scores_gemma":[0.9986075,0.0005142806,0.0003553328,0.0002605112,0.0001799829,0.00008243685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002006124,0.000478096,0.1919311,0.0006609911,0.04204211,0.0001185032,0.00275561,0.3579495,0.1277131,0.003689209,0.002027587,0.2686282],"study_design_scores_gemma":[0.04951803,0.001135107,0.5315908,0.005184778,0.02895727,0.0004065088,0.002349832,0.1085152,0.1996222,0.006872379,0.062671,0.003176872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464398,0.001564471,0.04798902,0.001402774,0.001433266,0.0002539034,0.00003584548,0.00002315889,0.0008577309],"genre_scores_gemma":[0.9992974,0.0002108818,0.0002508793,0.00003684168,0.0001571341,0.000007691579,7.063635e-8,0.000008910202,0.00003021463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3396597,"threshold_uncertainty_score":0.2837897,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yu Feng","is_ca":true},{"name":"Mohamed Yagoubi","is_ca":false},{"name":"Philippe Chevrel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007263130318411816,"gpt":0.172312593109278,"spread":0.1650494627908662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004066559,0.0001628069,0.0004170023,0.00005867794,0.0001273757,0.0001000906,0.0002965409,0.00007936911,0.00001493495],"category_scores_gemma":[0.00007936682,0.000093093,0.0001510167,0.00009113133,0.00008887446,0.0006852658,0.000008018081,0.0001809387,0.00001845424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292781,"about_ca_system_score_gemma":0.00005621431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002989079,"about_ca_topic_score_gemma":0.00000516372,"domain_scores_codex":[0.9988301,0.0000501995,0.0005462225,0.0000865951,0.0002819061,0.0002050264],"domain_scores_gemma":[0.9988567,0.0001132533,0.0003038824,0.0002205091,0.0004296913,0.00007592044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007937019,0.00008880248,0.01446719,0.0005326046,0.001067533,0.000003133165,0.00110064,0.9467697,0.01417292,0.0006209104,0.009924022,0.01045884],"study_design_scores_gemma":[0.007415855,0.000646349,0.0384181,0.00139247,0.0003044217,0.0001333937,0.0003239933,0.8994069,0.000956098,0.000243467,0.05031161,0.0004473792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880536,0.0009918918,0.1112398,0.0003984713,0.003925962,0.001936056,0.00002098211,0.00006010333,0.0008907382],"genre_scores_gemma":[0.9982022,0.000008678169,0.0003824154,0.00003703739,0.0005795175,0.00012463,9.626582e-7,0.0000209754,0.0006436055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176662,"threshold_uncertainty_score":0.3796223,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Energy (signal processing); Algorithm; Mathematics","authors":[{"name":"Tariq Haddad","is_ca":true},{"name":"Mohammad Ali Khasawneh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01239301000546791,"gpt":0.2334096697977362,"spread":0.2210166597922683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039816,0.0001829,0.0002784503,0.00008330826,0.0001032846,0.00001911337,0.0006864999,0.00007988213,0.00008367517],"category_scores_gemma":[0.00002929882,0.0001127774,0.0002771958,0.0002285317,0.0001162278,0.0002736186,0.00005240532,0.0003646679,0.000002149455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000946025,"about_ca_system_score_gemma":0.0001128337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003275452,"about_ca_topic_score_gemma":0.000009344678,"domain_scores_codex":[0.9988041,0.00004229435,0.0005051005,0.00009326232,0.0003442394,0.0002109906],"domain_scores_gemma":[0.9992294,0.00004103061,0.0002177155,0.0003398489,0.00009973931,0.00007224753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001313359,0.00002804827,0.00001003541,0.00001416021,0.0001715759,0.00002985597,0.0000909454,0.864342,0.01174755,0.003382968,0.0008236546,0.1192278],"study_design_scores_gemma":[0.001955728,0.0003593082,0.0008029662,0.0007731214,0.0001955644,0.0002623852,0.00004211849,0.4068997,0.2478717,0.008101664,0.3322626,0.0004731713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02176539,0.0005151957,0.9747991,0.000131547,0.0009714881,0.0001659556,0.00001410246,0.00009359033,0.001543647],"genre_scores_gemma":[0.8466429,0.0001169293,0.1522216,0.00009076147,0.0004501841,0.000006650982,7.909263e-7,0.00003766684,0.0004325084],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8248775,"threshold_uncertainty_score":0.459893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}