{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":229,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":229,"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":"8ce849a04857","filters":{"topic":"Magnetic Bearings and Levitation Dynamics"}},"results":[{"id":"W2059978414","doi":"10.1111/j.1525-1594.2006.00222.x","title":"Third‐generation Blood Pumps With Mechanical Noncontact Magnetic Bearings","year":2006,"lang":"en","type":"review","venue":"Artificial Organs","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Maglev; Impeller; Stator; Mechanical engineering; Engineering; Magnetic bearing; Magnetic levitation; Levitation; Electromagnetic coil; Rotor (electric); Electrical engineering; Magnet","authors":[{"name":"Hideo Hoshi","is_ca":false},{"name":"Tadahiko Shinshi","is_ca":false},{"name":"Setsuo Takatani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02443279172099902,"gpt":0.2347702326470435,"spread":0.2103374409260444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005647253,0.0005851051,0.0006102252,0.0006465048,0.0002176793,0.0009073647,0.0009037645,0.0008444867,0.002637116],"category_scores_gemma":[0.0007693563,0.0003511094,0.0006277454,0.0006015079,0.0004694343,0.0016197,0.0006902079,0.000678763,0.001885303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072924,"about_ca_system_score_gemma":0.0002457077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000181276,"about_ca_topic_score_gemma":0.0001750771,"domain_scores_codex":[0.9992338,0.00007453344,0.00004699133,0.0001004157,0.0004675809,0.00007672138],"domain_scores_gemma":[0.999619,0.0001080889,0.0001391532,0.00003432181,0.00007269948,0.00002667355],"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":[0.0007562308,0.0002426706,0.001578486,0.002697039,0.0001178485,0.0005697686,0.0002481394,0.001658266,0.3661449,0.02824,0.01890632,0.5788403],"study_design_scores_gemma":[0.0001318791,0.002385139,0.004501756,0.000234422,0.0001350347,0.007474434,0.00004595959,0.01341728,0.2493785,0.002432405,0.7197416,0.0001216401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1241476,0.356997,0.4375368,0.003400797,0.005322263,0.0004448408,0.0003488949,0.003643488,0.06815833],"genre_scores_gemma":[0.6561574,0.1415862,0.1420657,0.001946161,0.003266178,0.0005103523,0.0006770037,0.0003030934,0.0534878],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002637116,"threshold_uncertainty_score":0.008822024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769072407","doi":"10.1109/tie.2017.2777412","title":"Hyperloop Transportation System: Analysis, Design, Control, and Implementation","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Levitation; Electrodynamic suspension; Magnetic levitation; Electromagnet; Magnet; Rotor (electric); Magnetic field; Finite element method; Electromagnetic suspension; Mechanical engineering; Engineering; Control engineering; Control theory (sociology); Electrical engineering; Computer science; Physics; Magnetic energy; Control (management); Magnetization","authors":[{"name":"Ahmed Abdelrahman","is_ca":true},{"name":"Jawwad M. Sayeed","is_ca":true},{"name":"Mohamed Z. Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02014527560669144,"gpt":0.2446878611640859,"spread":0.2245425855573945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003999422,0.0004620509,0.0003303353,0.0003919523,0.0003204504,0.001019194,0.0007212589,0.000519004,0.00352704],"category_scores_gemma":[0.0005740336,0.0002077149,0.0003892621,0.0002082718,0.0004332578,0.0007321694,0.0006053736,0.0005018105,0.0006150215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005292469,"about_ca_system_score_gemma":0.0008881497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370267,"about_ca_topic_score_gemma":0.001017012,"domain_scores_codex":[0.9996723,0.00006450344,0.00001834953,0.00006153588,0.0001623507,0.00002102629],"domain_scores_gemma":[0.9997762,0.00006048653,0.00003513683,0.00003027416,0.0000881839,0.000009703269],"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":[0.0001243969,0.00009460027,0.001700508,0.0005638675,0.00007244509,0.0002355757,0.0002039536,0.6849336,0.05219243,0.05379615,0.001762388,0.2043201],"study_design_scores_gemma":[0.00001785777,0.0002521333,0.0005935741,0.00002185782,0.00001742729,0.0001068254,0.00002645788,0.977212,0.008333654,0.004222719,0.009179696,0.00001590973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00710772,0.0001378417,0.9883388,0.00006325668,0.00002714183,0.00006966761,0.00003000381,0.0004870437,0.003738457],"genre_scores_gemma":[0.7970892,0.0005148492,0.1929185,0.00006604711,0.00006985064,0.000594526,0.0001555739,0.0001175561,0.008473963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00352704,"threshold_uncertainty_score":0.01179916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162850057","doi":"10.1109/tcst.2004.825135","title":"A Nonlinear Disturbance Observer for Multivariable Systems and Its Application to Magnetic Bearing Systems","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Multivariable calculus; Nonlinear system; Magnetic bearing; A priori and a posteriori; Observer (physics); Disturbance (geology); Mathematics; Bearing (navigation); Engineering; Computer science; Control engineering; Control (management); Physics; Magnet","authors":[{"name":"Xinkai Chen","is_ca":false},{"name":"Cheng Su","is_ca":true},{"name":"Toshio Fukuda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007345772645349333,"gpt":0.2058741308156835,"spread":0.1985283581703341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583312,0.0003533423,0.000397736,0.0002216397,0.0001633412,0.0004106917,0.000391959,0.0004403061,0.0008183682],"category_scores_gemma":[0.001090559,0.0001470893,0.000235815,0.0002391673,0.0003236129,0.0004336406,0.0004452887,0.0005340776,0.0002153119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155261,"about_ca_system_score_gemma":0.0002654352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075809,"about_ca_topic_score_gemma":0.0009789291,"domain_scores_codex":[0.9997756,0.00004911996,0.00001852746,0.00003667467,0.0001054111,0.00001482845],"domain_scores_gemma":[0.999738,0.0001002006,0.00004175751,0.00002527304,0.00008469256,0.00001003687],"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":[0.0002764449,0.00009976943,0.001315727,0.0007919034,0.00007638194,0.0004718488,0.0003088101,0.4430169,0.07178377,0.05780717,0.002439791,0.4216115],"study_design_scores_gemma":[0.0000225636,0.0001137281,0.0003486904,0.00001417765,0.00001043421,0.00005383557,0.00001127687,0.9838023,0.004627702,0.003082888,0.007899752,0.00001261348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003046365,0.0002891049,0.9954803,0.00005981074,0.00007600215,0.00001586515,0.000009477831,0.0001356698,0.0008873658],"genre_scores_gemma":[0.8023062,0.001619254,0.1906473,0.0001117869,0.0002442266,0.0001742877,0.0001090692,0.00004643471,0.004741388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001075809,"threshold_uncertainty_score":0.002737701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763964483","doi":"10.1007/s00419-017-1299-9","title":"Vibration response analysis of rubbing faults on a dual-rotor bearing system","year":2017,"lang":"en","type":"article","venue":"Archive of Applied Mechanics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":72,"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":"National Natural Science Foundation of China","keywords":"Rubbing; Vibration; Structural engineering; Bearing (navigation); Dual (grammatical number); Rotor (electric); Response analysis; Helicopter rotor; Engineering; Control theory (sociology); Geology; Computer science; Physics; Acoustics; Mechanical engineering; Artificial intelligence","authors":[{"name":"Nanfei Wang","is_ca":false},{"name":"Dongxiang Jiang","is_ca":false},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009343620783030238,"gpt":0.214674902094501,"spread":0.2053312813114708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001110315,0.0002136776,0.0002651987,0.0002536166,0.0001889131,0.0001522636,0.0002272896,0.0003620483,0.001758842],"category_scores_gemma":[0.0003972247,0.00007377649,0.0001495581,0.0001071917,0.000177192,0.0001443689,0.0001365777,0.0001885224,0.0001763734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272662,"about_ca_system_score_gemma":0.0001128309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714029,"about_ca_topic_score_gemma":0.001493683,"domain_scores_codex":[0.9999199,0.00001642521,0.000003624128,0.00001199018,0.00002987007,0.00001823951],"domain_scores_gemma":[0.9997637,0.0001098509,0.0000285384,0.00002037059,0.00005236376,0.00002529742],"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":[0.003592358,0.0003677357,0.01501488,0.0004099153,0.0001025033,0.00207698,0.0007295676,0.2188623,0.659556,0.001879716,0.001339702,0.09606835],"study_design_scores_gemma":[0.00002377462,0.0004100475,0.02493672,0.000009226896,0.00001413373,0.0001707255,0.0001559174,0.9583194,0.01548372,0.0002031523,0.000259746,0.00001334324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838626,0.00005841853,0.01443663,0.00003963565,0.00001114475,0.000008940497,0.00002967208,0.0001127275,0.001440281],"genre_scores_gemma":[0.9992372,0.000006651356,0.0004150092,0.000002779464,0.000001082692,0.000001316214,0.00001113326,0.000003850996,0.000320992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001758842,"threshold_uncertainty_score":0.005883932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993931357","doi":"10.1109/tcst.2006.890300","title":"Precision Tracking of a Rotating Shaft With Magnetic Bearings by Nonlinear Decoupled Disturbance Observers","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Technische Universität Dresden","keywords":"Control theory (sociology); Magnetic bearing; Nonlinear system; Disturbance (geology); Tracking (education); Observer (physics); Engineering; Offset (computer science); Control engineering; Computer science; Physics; Magnet; Artificial intelligence; Control (management)","authors":[{"name":"Thomas R. Grochmal","is_ca":true},{"name":"Alan F. Lynch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004888144090743138,"gpt":0.2000381337573101,"spread":0.1951499896665669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004513851,0.0004602772,0.0003532102,0.0002108057,0.0001787823,0.0004370208,0.0004993015,0.0002793928,0.000397784],"category_scores_gemma":[0.001256716,0.0002508819,0.0002251498,0.0001525948,0.0005165001,0.0004514335,0.000468233,0.0003704472,0.0002089964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078986,"about_ca_system_score_gemma":0.0003941955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294292,"about_ca_topic_score_gemma":0.002603313,"domain_scores_codex":[0.9997259,0.00004075878,0.00001814797,0.00004766493,0.0001416705,0.00002584286],"domain_scores_gemma":[0.9993566,0.0001584272,0.0002108435,0.0001016859,0.0001490011,0.00002336585],"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":[0.0006191405,0.0001374654,0.002585105,0.0002641545,0.00005567558,0.0002004306,0.0004281759,0.4858623,0.2874558,0.007415225,0.0007785227,0.2141981],"study_design_scores_gemma":[0.00004265456,0.0002487123,0.0008815372,0.000006922769,0.00001005596,0.00002728515,0.00001261061,0.97947,0.0175537,0.0006259577,0.001110998,0.000009493687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09189373,0.0001097702,0.9064585,0.00004115174,0.00003105585,0.00002775195,0.00001028957,0.0004181866,0.001009486],"genre_scores_gemma":[0.9477497,0.00009519926,0.05017077,0.00001363478,0.00001404754,0.00003546246,0.00003152984,0.00001700041,0.001872656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00294292,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735203491","doi":"10.1109/tie.2017.2721879","title":"Application of Second-Order Sliding-Mode Concepts to Active Magnetic Bearings","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cégep de Sorel-Tracy; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Control theory (sociology); Magnetic bearing; Rotational speed; Rotor (electric); Controller (irrigation); Compensation (psychology); Harmonic; Rotation (mathematics); Bearing (navigation); Magnetic levitation; Engineering; Computer science; Magnet; Physics; Mechanical engineering; Control (management); Acoustics","authors":[{"name":"M.S. Kandil","is_ca":true},{"name":"Maxime R. Dubois","is_ca":true},{"name":"L. Bakay","is_ca":true},{"name":"João Pedro F. Trovão","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01569760943932068,"gpt":0.2643997479638993,"spread":0.2487021385245786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003288284,0.0005017529,0.0003163847,0.0003742808,0.0001784819,0.0005833919,0.0004513676,0.0003596722,0.001533429],"category_scores_gemma":[0.0005601521,0.0001378086,0.0003057492,0.000235365,0.0004260214,0.0004355421,0.000351381,0.0004897161,0.000234653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173006,"about_ca_system_score_gemma":0.0002903213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006904224,"about_ca_topic_score_gemma":0.0005110155,"domain_scores_codex":[0.9998148,0.00003325462,0.00001680877,0.0000318591,0.00009016917,0.00001308381],"domain_scores_gemma":[0.9997776,0.00007067948,0.00003677439,0.00003531325,0.00006883511,0.00001070023],"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":[0.0003003522,0.0001714008,0.001893994,0.0009083805,0.00009240788,0.0003598308,0.0006084584,0.2175537,0.1540032,0.06345499,0.002382735,0.5582706],"study_design_scores_gemma":[0.00003136863,0.0006200013,0.0008312965,0.00003344036,0.00002057293,0.0001493303,0.00003382583,0.9551582,0.02741022,0.006052199,0.009642206,0.00001735669],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0160048,0.0007111252,0.9780838,0.00009256787,0.0001736633,0.00004917241,0.00001314276,0.0005189247,0.00435284],"genre_scores_gemma":[0.9225039,0.0007979422,0.07159492,0.00007878141,0.00009531269,0.00009337279,0.00003758126,0.00002523067,0.004772901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001533429,"threshold_uncertainty_score":0.005129814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966522189","doi":"10.1007/s00542-006-0284-y","title":"Nonlinear controller design for a magnetic levitation device","year":2006,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":51,"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":"Magnetic levitation; Levitation; Actuator; Control theory (sociology); Nonlinear system; Controller (irrigation); Magnetic bearing; Control engineering; Lyapunov function; Computer science; Engineering; Magnet; Mechanical engineering; Control (management); Artificial intelligence; Physics","authors":[{"name":"Ehsan Shameli","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"Jan P. Huissoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01126842726764147,"gpt":0.2029380878985623,"spread":0.1916696606309208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740714,0.0005432625,0.0003800571,0.0001884496,0.0005269176,0.0006275196,0.000564162,0.0006967109,0.00244226],"category_scores_gemma":[0.0004934698,0.0002184157,0.0002255927,0.0001281253,0.0003748455,0.0003639192,0.0005705487,0.0004646615,0.0005509238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004139539,"about_ca_system_score_gemma":0.0005679663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189733,"about_ca_topic_score_gemma":0.003956056,"domain_scores_codex":[0.9998658,0.00002278778,0.000007029665,0.00003715917,0.00005315779,0.00001410458],"domain_scores_gemma":[0.9998268,0.00005009277,0.0000286285,0.00001059851,0.00007634267,0.00000748506],"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":[0.0004443408,0.0001164889,0.0006505677,0.0006792069,0.0001044784,0.0003429702,0.0003490348,0.6523525,0.1654201,0.01655076,0.003176219,0.1598134],"study_design_scores_gemma":[0.00003476638,0.0002085402,0.0002694845,0.00001208896,0.00001744599,0.00003656155,0.00001758626,0.9890505,0.007056139,0.0007695819,0.002515919,0.0000113753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01997027,0.0001966264,0.9695906,0.0002332726,0.0001142032,0.00007794148,0.00002885087,0.0002558224,0.009532393],"genre_scores_gemma":[0.9225539,0.0002561293,0.06322809,0.0001372946,0.00007056573,0.0002584342,0.00005864276,0.00004252399,0.01339439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003189733,"threshold_uncertainty_score":0.008170187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101217883","doi":"10.1007/s11071-011-0267-0","title":"Nonlinear lateral-torsional coupled motion of a rotor contacting a viscoelastically suspended stator","year":2011,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":48,"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":"Stator; Rotor (electric); Equations of motion; Nonlinear system; Inertia; Physics; Vibration; Mechanics; Torsional vibration; Classical mechanics; Control theory (sociology); Computer science; Acoustics","authors":[{"name":"Tejas Patel","is_ca":true},{"name":"Ming J. Zuo","is_ca":true},{"name":"Xiaomin Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0130177041979746,"gpt":0.2119468017093553,"spread":0.1989290975113807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001533928,0.0003104495,0.0004069985,0.0003154546,0.0005554392,0.0005558481,0.000430078,0.0009608316,0.002276786],"category_scores_gemma":[0.00059414,0.0001955637,0.000250817,0.0001943412,0.001257508,0.0006721898,0.0008433902,0.0003506904,0.0002871978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060417,"about_ca_system_score_gemma":0.0003091104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152014,"about_ca_topic_score_gemma":0.001490306,"domain_scores_codex":[0.9998991,0.00002200818,0.000004933992,0.00002440586,0.00003266095,0.00001685412],"domain_scores_gemma":[0.9997998,0.00006394837,0.00003722016,0.0000191023,0.00002778107,0.00005221216],"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":[0.001067944,0.0003769103,0.009770301,0.0002937427,0.0001574496,0.01272467,0.002304591,0.5855457,0.3361037,0.02811924,0.001714742,0.02182091],"study_design_scores_gemma":[0.00002443949,0.0002302022,0.007624511,0.000007416709,0.00001393769,0.0003150598,0.0002696032,0.9854735,0.004046697,0.001435196,0.0005317931,0.00002770625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675227,0.00008713255,0.02128387,0.0002545028,0.00004830644,0.00002885382,0.00004698235,0.00007230559,0.01065524],"genre_scores_gemma":[0.9969381,0.00001938973,0.0008693855,0.00001737713,0.00001019064,0.000004995059,0.00001895821,0.000009033452,0.002112618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002276786,"threshold_uncertainty_score":0.00761658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117214906","doi":"10.1109/tia.2008.921401","title":"Vibration Suppression of a Flexible Shaft With a Simplified Bearingless Induction Motor Drive","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Vibration; Control theory (sociology); Magnetic bearing; Induction motor; Engineering; Excitation; Power (physics); Vibration control; Physics; Computer science; Magnet; Acoustics; Voltage; Mechanical engineering; Electrical engineering; Control (management)","authors":[{"name":"Akira Chibá","is_ca":false},{"name":"Tadashi Fukao","is_ca":false},{"name":"M.A. Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01809699315653133,"gpt":0.2249438512719237,"spread":0.2068468581153924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000861088,0.0004332954,0.0003125565,0.0001716215,0.0001598465,0.000177911,0.0004519224,0.0002392884,0.0007479211],"category_scores_gemma":[0.0001910203,0.00008409879,0.0002425684,0.00009667448,0.0002741991,0.0002947879,0.0001826604,0.0002358251,0.0001890051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108018,"about_ca_system_score_gemma":0.0001202009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036717,"about_ca_topic_score_gemma":0.0004375214,"domain_scores_codex":[0.9999179,0.000009914377,0.00000439151,0.00001615816,0.00004372168,0.000007940863],"domain_scores_gemma":[0.9999303,0.00001889416,0.00001542985,0.00001450826,0.00001331851,0.00000759054],"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":[0.0005062003,0.00009366975,0.0009962382,0.000397829,0.00005502807,0.0006157426,0.0002426478,0.06428866,0.757465,0.008835188,0.0006816631,0.1658223],"study_design_scores_gemma":[0.0001698557,0.001860557,0.006001268,0.00004502436,0.0001179141,0.0009226288,0.00005333055,0.866488,0.106136,0.003993794,0.01416255,0.00004906439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.284374,0.0009516858,0.708474,0.0001865004,0.0001245517,0.00005979527,0.00003949284,0.0005597236,0.005230163],"genre_scores_gemma":[0.950393,0.0002973278,0.04744989,0.0000344861,0.0000680704,0.00002613997,0.00003843678,0.00001751249,0.00167512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007479211,"threshold_uncertainty_score":0.002502024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135415560","doi":"10.1006/jsvi.2001.3570","title":"INVESTIGATION OF THE STABILITY AND STEADY STATE RESPONSE OF ASYMMETRIC ROTORS, USING FINITE ELEMENT FORMULATION","year":2001,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Floquet theory; Finite element method; Equations of motion; Ordinary differential equation; Inertia; Rotary inertia; Rotor (electric); Mathematics; Differential equation; Mathematical analysis; Control theory (sociology); Classical mechanics; Nonlinear system; Physics; Engineering; Computer science; Structural engineering","authors":[{"name":"F. ONCESCU","is_ca":true},{"name":"A. A. Lakis","is_ca":true},{"name":"Germain Ostiguy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02842457910419412,"gpt":0.2362480648579435,"spread":0.2078234857537494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239762,0.0002188873,0.0003248193,0.0002667694,0.0002912559,0.0003341648,0.0003117215,0.0006038055,0.001899227],"category_scores_gemma":[0.0009812686,0.0002283984,0.000252718,0.0001160941,0.0005032053,0.0003110538,0.0002516607,0.0002529028,0.0002693355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556795,"about_ca_system_score_gemma":0.0002062259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152274,"about_ca_topic_score_gemma":0.0009211799,"domain_scores_codex":[0.9999312,0.00001756409,0.000002864049,0.0000080861,0.00003070058,0.000009518237],"domain_scores_gemma":[0.9996493,0.000210519,0.00003301476,0.00002729378,0.00006575796,0.00001415189],"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":[0.000537191,0.000162044,0.003520675,0.0001522863,0.00003935358,0.0003256137,0.0004026845,0.7905868,0.1659146,0.0111531,0.0005637868,0.02664174],"study_design_scores_gemma":[0.000005588613,0.00003879299,0.0006816813,0.000003547152,0.000002613053,0.00002319581,0.00002722092,0.9947748,0.003868082,0.0003959613,0.0001746022,0.00000381103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788743,0.0001634166,0.1100798,0.000184435,0.00002375934,0.00003527642,0.00007443984,0.0002036494,0.0103609],"genre_scores_gemma":[0.9932323,0.00003693714,0.005100025,0.00000877422,0.000004009461,0.00001295188,0.00003096163,0.00001599002,0.001558032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899227,"threshold_uncertainty_score":0.006353498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156022850","doi":"10.1109/acc.2009.5159998","title":"Path following using transverse feedback linearization: Application to a maglev positioning system","year":2009,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Maglev; Control theory (sociology); Feedback linearization; Linearization; Controller (irrigation); Control engineering; Path (computing); Magnetic levitation; Control system; Computer science; Stability (learning theory); Transverse plane; Engineering; Feedback controller; Control (management); Nonlinear system; Magnet; Physics; Mechanical engineering","authors":[{"name":"Christopher Nielsen","is_ca":true},{"name":"Cameron Fulford","is_ca":true},{"name":"Manfredi Maggiore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004922102965083481,"gpt":0.2017293710810883,"spread":0.1968072681160048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015229,0.0003389599,0.0002151916,0.0001304588,0.0003243907,0.0002774635,0.0002461528,0.0003643935,0.001350894],"category_scores_gemma":[0.0003569695,0.0001342992,0.0001570018,0.0001093289,0.0002455221,0.0001670126,0.0003505721,0.0002499302,0.000194215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182225,"about_ca_system_score_gemma":0.0004255052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986365,"about_ca_topic_score_gemma":0.002543572,"domain_scores_codex":[0.9998963,0.00002361145,0.000006443398,0.00001714709,0.00004324373,0.00001318201],"domain_scores_gemma":[0.9998398,0.00005641314,0.00003273519,0.00001210215,0.00004783714,0.0000110465],"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":[0.0003441363,0.0001269369,0.001781516,0.0004072586,0.00005618615,0.0007335026,0.0007628913,0.4897999,0.3524111,0.007507042,0.0008762626,0.1451932],"study_design_scores_gemma":[0.00006355796,0.001473132,0.00111317,0.0000192879,0.00002598066,0.000179756,0.00009132076,0.9200374,0.07029794,0.0008240474,0.005842627,0.00003174697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1671867,0.0002612178,0.822349,0.0002486034,0.00005726309,0.0001206797,0.0000249808,0.00119824,0.008553342],"genre_scores_gemma":[0.9678352,0.0001385273,0.02971636,0.00002245455,0.0000106019,0.00004305043,0.0000111622,0.00001149639,0.002211184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002986365,"threshold_uncertainty_score":0.005937994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015960841","doi":"10.1088/0022-3727/39/18/002","title":"Eddy current damping for magnetic levitation: downscaling from macro- to micro-levitation","year":2006,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Levitation; Magnetic levitation; Eddy current; Electrodynamic suspension; Current (fluid); Macro; Physics; Magnetic damping; Mechanics; Materials science; Acoustics; Magnetic field; Computer science; Thermodynamics; Magnetic energy; Magnet; Magnetization; Vibration","authors":[{"name":"Çağlar Elbüken","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"Mustafa Yavuz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0108123766489381,"gpt":0.2267174745583253,"spread":0.2159050979093872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013363,0.0003424232,0.0002495169,0.0001630303,0.0001496096,0.0002281982,0.0002739869,0.0002048049,0.0009489919],"category_scores_gemma":[0.0004938316,0.0001190034,0.0001541286,0.0000975334,0.000246732,0.0003724147,0.0002842967,0.0002434693,0.0002993528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569863,"about_ca_system_score_gemma":0.0001205753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001743675,"about_ca_topic_score_gemma":0.0003526309,"domain_scores_codex":[0.9999202,0.00001030082,0.000004201025,0.00001629236,0.0000420654,0.000006857701],"domain_scores_gemma":[0.9997649,0.0001064429,0.00004042335,0.00002688498,0.00005124304,0.00001022166],"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":[0.0001029389,0.00004121786,0.0007126961,0.0002249152,0.00001189822,0.00009964649,0.0001517267,0.01205979,0.8835436,0.001949625,0.0002664312,0.1008356],"study_design_scores_gemma":[0.00003704128,0.0007231153,0.004009891,0.00003643969,0.00002788848,0.000521499,0.0001053205,0.4582807,0.518199,0.001690559,0.01633761,0.0000309785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2790379,0.001946382,0.712254,0.0002591835,0.0001213366,0.00008399911,0.00003157149,0.0007066433,0.005558933],"genre_scores_gemma":[0.903413,0.0006238749,0.09369984,0.00004822274,0.00004341448,0.00005860248,0.00004726054,0.000103983,0.001961834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009489919,"threshold_uncertainty_score":0.003174722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015927471","doi":"10.2514/1.11269","title":"Control Law for Active Structural Damping Using a Control Moment Gyro","year":2005,"lang":"en","type":"article","venue":"Journal of Guidance Control and Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":42,"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":"Control theory (sociology); Moment (physics); Control (management); Control moment gyroscope; Law; Physics; Attitude control; Computer science; Engineering; Classical mechanics; Aerospace engineering; Political science","authors":[{"name":"Jian-Feng Shi","is_ca":true},{"name":"Christopher J. Damaren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00632001946089882,"gpt":0.2294747659765355,"spread":0.2231547465156367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002224108,0.0005093992,0.0003455407,0.0002319824,0.0003868256,0.0005229421,0.000459411,0.000491739,0.002673146],"category_scores_gemma":[0.0004229648,0.0001043062,0.0001694801,0.0001006393,0.000436905,0.0003020548,0.0003962929,0.0004414477,0.0004106876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717229,"about_ca_system_score_gemma":0.0001897255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529731,"about_ca_topic_score_gemma":0.00183973,"domain_scores_codex":[0.9999083,0.00001344609,0.000005437337,0.000023006,0.0000400168,0.000009701591],"domain_scores_gemma":[0.9998798,0.00003356656,0.00001877251,0.00001161904,0.00004832304,0.000007948895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000965628,0.0002448746,0.0007454281,0.0006748262,0.000093092,0.000562175,0.000638194,0.2507039,0.2303877,0.08039577,0.008690863,0.4258975],"study_design_scores_gemma":[0.0002015866,0.0007287984,0.0007807476,0.00002718355,0.00004376311,0.0001654817,0.00002447361,0.9719613,0.01189539,0.004463889,0.009685999,0.00002147251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02214328,0.0002456698,0.9675445,0.0002416457,0.0003658142,0.00008516834,0.00003477006,0.000620241,0.008718972],"genre_scores_gemma":[0.9509804,0.0001530762,0.04155576,0.0001175161,0.0001695962,0.0001322982,0.00002443931,0.00002954124,0.006837498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002673146,"threshold_uncertainty_score":0.008942604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2567700280","doi":"10.1049/iet-rpg.2016.0333","title":"Inertial response with improved variable recovery behaviour provided by type 4 WTs","year":2017,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variable (mathematics); Inertial frame of reference; Computer science; Control theory (sociology); Mathematics; Physics; Artificial intelligence; Mathematical analysis; Classical mechanics","authors":[{"name":"Soenke Engelken","is_ca":false},{"name":"Ângelo Braga Mendonça","is_ca":false},{"name":"Markus Fischer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007978592577546626,"gpt":0.2098847903559642,"spread":0.2019061977784176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146243,0.0005270439,0.0003867263,0.0004370879,0.0001567692,0.0003345199,0.0006713427,0.0003756287,0.004531191],"category_scores_gemma":[0.0008844799,0.0001194953,0.0003072388,0.0002039158,0.0002295868,0.0004022833,0.000330428,0.0003524621,0.00102278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604362,"about_ca_system_score_gemma":0.0001514615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007090438,"about_ca_topic_score_gemma":0.0007746805,"domain_scores_codex":[0.9997182,0.00005898691,0.00002787317,0.00003373278,0.0001148697,0.0000462494],"domain_scores_gemma":[0.9994537,0.00009381952,0.0001260742,0.0001528325,0.0001453866,0.00002817986],"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":[0.002326006,0.000427333,0.006974403,0.0007499991,0.00009004252,0.0006964855,0.0004096763,0.1420406,0.6414555,0.002898662,0.003060312,0.198871],"study_design_scores_gemma":[0.0006458005,0.00772593,0.04652938,0.0001248847,0.0001926479,0.0009280195,0.0002813705,0.6021869,0.2823865,0.002559541,0.05627155,0.0001675813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7346944,0.0001816724,0.2407691,0.0002349997,0.0002270004,0.0001999141,0.0003903788,0.002986441,0.02031598],"genre_scores_gemma":[0.9866987,0.00004013111,0.00939994,0.00002753768,0.00002245917,0.00005656609,0.0001735387,0.00005606918,0.003524913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004531191,"threshold_uncertainty_score":0.01515841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120758352","doi":"10.1080/002071704200024392","title":"Modelling and control design for a magnetic levitation system","year":2004,"lang":"en","type":"article","venue":"International Journal of Control","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"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); Controller (irrigation); Linearization; Feedback linearization; Levitation; Position (finance); Range (aeronautics); Magnetic levitation; Control engineering; State space; Set (abstract data type); Point (geometry); Computer science; Linear system; State (computer science); Engineering; Mathematics; Control (management); Nonlinear system; Algorithm; Physics; Magnet; Artificial intelligence","authors":[{"name":"Manfredi Maggiore","is_ca":true},{"name":"Rafael Becerril‐Arreola","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01063777037475107,"gpt":0.209890684458999,"spread":0.199252914084248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541793,0.0006324711,0.0006358193,0.0002733983,0.0004193677,0.0009952452,0.0008223726,0.001039663,0.00226922],"category_scores_gemma":[0.000642545,0.0003306892,0.0005577607,0.0001930298,0.000706313,0.0006629198,0.0008450944,0.0007536662,0.0005714788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005222818,"about_ca_system_score_gemma":0.000774672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583579,"about_ca_topic_score_gemma":0.0026676,"domain_scores_codex":[0.9997349,0.00006192723,0.00001212795,0.00005542732,0.0001066858,0.00002891023],"domain_scores_gemma":[0.9998165,0.00006337618,0.00004754703,0.00001503477,0.00004666454,0.00001087922],"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":[0.00005342027,0.00003416925,0.0002897777,0.0001908028,0.00002520742,0.0001825293,0.0002101491,0.9302031,0.02099612,0.03706094,0.0004174148,0.01033638],"study_design_scores_gemma":[0.00001525491,0.00007147041,0.0001294162,0.000009104285,0.000007593369,0.00002488953,0.00001872132,0.9924787,0.001431006,0.00402051,0.001783669,0.000009575128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01869235,0.0002135033,0.9729249,0.0002756639,0.00003996722,0.00006553865,0.0000445694,0.0002087774,0.0075347],"genre_scores_gemma":[0.923573,0.0006294326,0.0638065,0.00008731854,0.00006354037,0.0004606041,0.000140969,0.0000520879,0.01118644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003583579,"threshold_uncertainty_score":0.007591248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969301888","doi":"10.1007/s00158-009-0469-y","title":"Cost optimization of hybrid composite flywheel rotors for energy storage","year":2010,"lang":"en","type":"article","venue":"Structural and Multidisciplinary Optimization","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":34,"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":"","keywords":"Flywheel; Rotor (electric); Nonlinear system; Mathematical optimization; Optimal design; Optimization problem; Control theory (sociology); Computer science; Engineering; Mathematics; Mechanical engineering","authors":[{"name":"Malte Krack","is_ca":false},{"name":"Marc Secanell","is_ca":true},{"name":"Pierre Mertiny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007828767450500249,"gpt":0.2286441051724796,"spread":0.2208153377219794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005406316,0.0006234227,0.0009500454,0.0005562996,0.0005050075,0.0009563335,0.0005404526,0.0009358606,0.00349044],"category_scores_gemma":[0.0008684261,0.0004280707,0.000340969,0.0004714999,0.0004426065,0.0008011292,0.0005829606,0.0004083515,0.0002493989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875697,"about_ca_system_score_gemma":0.0005936614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367164,"about_ca_topic_score_gemma":0.003535068,"domain_scores_codex":[0.9998766,0.00005148317,0.000004058237,0.00001344277,0.00003450975,0.00001980226],"domain_scores_gemma":[0.9997003,0.0001713955,0.00002735453,0.00001515252,0.00005663295,0.0000292],"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":[0.0001032651,0.0000246185,0.0001678264,0.00002541309,0.0000154655,0.00003044517,0.000006647665,0.9918573,0.0009896471,0.001959117,0.0002188382,0.004601347],"study_design_scores_gemma":[0.00001163994,0.00003221552,0.0001105051,0.000001474712,0.000003039608,0.000004293625,0.000007311361,0.9989269,0.0001719921,0.0006173298,0.0001112763,0.000001952652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5299464,0.001006788,0.4377354,0.0007438701,0.0001702097,0.0001438009,0.0002708806,0.0002719735,0.02971073],"genre_scores_gemma":[0.9845037,0.00009213473,0.01201855,0.00002073661,0.00001563041,0.00006910325,0.00005924214,0.00003336078,0.003187385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349044,"threshold_uncertainty_score":0.01167673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108356450","doi":"10.1109/tia.2005.863911","title":"Radial force and speed detection for improved magnetic suspension in bearingless motors","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Stator; Torque; Radial Force Variation; Suspension (topology); Control theory (sociology); Electromagnetic coil; Magnetic flux; Mechanics; Physics; Magnetic levitation; Materials science; Magnetic field; Magnet; Engineering; Mechanical engineering; Computer science; Mathematics","authors":[{"name":"Akira Chibá","is_ca":false},{"name":"K. Kiryu","is_ca":false},{"name":"M.A. Rahman","is_ca":true},{"name":"T. Fukao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007352295807858861,"gpt":0.2044909893469336,"spread":0.1971386935390747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004698479,0.0006656512,0.0003715979,0.0004631452,0.0002170786,0.0003641814,0.0006097845,0.0004374178,0.0009780378],"category_scores_gemma":[0.001723593,0.0002591118,0.0001242185,0.0001331129,0.00027669,0.000666681,0.0002172132,0.0003080422,0.000345232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880024,"about_ca_system_score_gemma":0.0001459882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168044,"about_ca_topic_score_gemma":0.0005091718,"domain_scores_codex":[0.999496,0.000110381,0.00002054296,0.00005873777,0.0002898236,0.00002462923],"domain_scores_gemma":[0.9992244,0.0003213898,0.0001287836,0.00005826623,0.0002427648,0.00002444425],"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":[0.0009165083,0.000120583,0.001338116,0.0003061844,0.00001789856,0.000139074,0.0001543566,0.00749953,0.7251278,0.003463942,0.0007915684,0.2601243],"study_design_scores_gemma":[0.0002636225,0.002474781,0.005939485,0.0000630115,0.00008551496,0.001044694,0.00004129893,0.3215106,0.6547088,0.001947442,0.0118291,0.00009161528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2528142,0.001033476,0.7391229,0.0002295913,0.0003016824,0.00006473278,0.00003371227,0.002729615,0.003670085],"genre_scores_gemma":[0.9037021,0.0001884461,0.09392931,0.00006237926,0.00009937954,0.0000237008,0.00003565826,0.00008588182,0.001873231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009780378,"threshold_uncertainty_score":0.003271937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2243792603","doi":"10.1109/taes.2015.140670","title":"Attitude tracking of a rigid spacecraft using two internal torques","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Aerospace and Electronic Systems","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Control theory (sociology); Attitude control; Control moment gyroscope; Gimbal; Spacecraft; Torque; Trajectory; Tracking error; Actuator; Angular momentum; Underactuation; Moment (physics); Reaction wheel; Bounded function; Angular velocity; Tracking (education); Computer science; Engineering; Mathematics; Physics; Control engineering; Control (management); Aerospace engineering; Classical mechanics; Mathematical analysis","authors":[{"name":"Haichao Gui","is_ca":true},{"name":"George Vukovich","is_ca":true},{"name":"Shijie Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0226535016724252,"gpt":0.2534502903551931,"spread":0.2307967886827679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190965,0.0003817693,0.0003263238,0.000244438,0.0002561659,0.0004783194,0.0002668542,0.0002743134,0.0005532248],"category_scores_gemma":[0.0003462493,0.0001227326,0.0003203386,0.0002349449,0.0004807807,0.0002570971,0.0005415223,0.0002513574,0.0001742216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020285,"about_ca_system_score_gemma":0.0003894264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089841,"about_ca_topic_score_gemma":0.001147849,"domain_scores_codex":[0.9999077,0.00001580099,0.000005520169,0.00001509706,0.00004233653,0.00001356158],"domain_scores_gemma":[0.9998668,0.00001935618,0.0000442321,0.00002270065,0.00003348182,0.00001339358],"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":[0.000279885,0.00007522351,0.001731284,0.0002014363,0.00004663986,0.0002846491,0.0002784064,0.7088221,0.1651691,0.03384393,0.0006588666,0.08860841],"study_design_scores_gemma":[0.00001911454,0.0002384029,0.0006606199,0.000007095342,0.00001132699,0.00003342826,0.00002352243,0.9893073,0.00607045,0.002627285,0.0009883373,0.00001304625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2016901,0.0002268099,0.787674,0.0001376997,0.00007146371,0.00003138653,0.00002852785,0.0003859416,0.009754132],"genre_scores_gemma":[0.9789716,0.000122224,0.0182863,0.00001503846,0.00001400037,0.00002533433,0.00002685719,0.00001043863,0.002528159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002089841,"threshold_uncertainty_score":0.004155397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041706657","doi":"10.1007/s11071-011-0289-7","title":"The effects of Coulomb friction on the performance of centrifugal pendulum vibration absorbers","year":2011,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Chrysler (Canada)","funders":"National Science Foundation","keywords":"Vibration; Coulomb; Dynamic Vibration Absorber; Mechanics; Pendulum; Physics; Viscous damping; Coulomb friction; Nonlinear system; Magnetic damping; Coulomb's law; Acoustics","authors":[{"name":"Brendan J. Vidmar","is_ca":false},{"name":"Brian F. Feeny","is_ca":false},{"name":"Steven W. Shaw","is_ca":false},{"name":"Alan G. Haddow","is_ca":false},{"name":"Bruce Geist","is_ca":true},{"name":"N. Verhanovitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005724936081775765,"gpt":0.1754307614051518,"spread":0.1697058253233761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004311455,0.0003012243,0.0004765938,0.0003101317,0.0004747079,0.0005014249,0.0003374883,0.0004276722,0.001593864],"category_scores_gemma":[0.002405734,0.0001809903,0.0001805079,0.0002049006,0.0003258441,0.0004041604,0.0002785359,0.0002299226,0.0004094433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311818,"about_ca_system_score_gemma":0.0001554321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309798,"about_ca_topic_score_gemma":0.001046086,"domain_scores_codex":[0.9997695,0.00004871483,0.00001175726,0.00002213608,0.00008261562,0.00006527984],"domain_scores_gemma":[0.9984757,0.001051585,0.0001321,0.00006112587,0.000220571,0.00005884554],"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":[0.009471049,0.0004861359,0.009064956,0.0006102502,0.000134527,0.0006150962,0.000501272,0.1943258,0.6885432,0.001104926,0.0009697368,0.0941731],"study_design_scores_gemma":[0.0001616686,0.004107059,0.06021894,0.00004441577,0.0001888681,0.0003637179,0.0003253876,0.5845268,0.3478984,0.0003958375,0.001656309,0.000112566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941853,0.0002776909,0.003646611,0.00004827412,0.00001630823,0.000003780714,0.00001675204,0.00007575785,0.001729508],"genre_scores_gemma":[0.9995226,0.00003184399,0.00008903205,0.000003431789,0.000002830083,9.96911e-7,0.000007703315,0.000007474737,0.000334151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001593864,"threshold_uncertainty_score":0.005331993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975724288","doi":"10.1109/tie.2019.2942512","title":"Homopolar Bearingless Slice Motor With Flux-Biasing Halbach Arrays","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Homopolar motor; Control theory (sociology); Magnet; Stator; Torque; Rotor (electric); Physics; Engineering; Materials science; Mechanical engineering; Computer science","authors":[{"name":"Minkyun Noh","is_ca":true},{"name":"David L. Trumper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163708712791924,"gpt":0.1902922639090428,"spread":0.1786551767811235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747955,0.000365081,0.0003148645,0.0001783162,0.0001202335,0.0002490532,0.0005782656,0.0002097911,0.001350595],"category_scores_gemma":[0.0002046852,0.0001839024,0.00009904651,0.0001234234,0.0003579454,0.0005447688,0.0002995364,0.0002121437,0.0005569033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510615,"about_ca_system_score_gemma":0.0002119399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002906687,"about_ca_topic_score_gemma":0.0005998368,"domain_scores_codex":[0.9998515,0.00002101793,0.00001160628,0.00003549728,0.00006536418,0.00001515399],"domain_scores_gemma":[0.9998314,0.0000238088,0.00004656028,0.00003165889,0.00004540297,0.00002108036],"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":[0.0003458633,0.00003941136,0.001012925,0.0001906928,0.00001616685,0.0001267614,0.0000859609,0.003412015,0.9252424,0.004295589,0.001149252,0.06408291],"study_design_scores_gemma":[0.0002362079,0.003013656,0.007250816,0.00004198083,0.0000572893,0.001710484,0.0000808765,0.09890652,0.8524294,0.001919868,0.03426506,0.00008786499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4193439,0.0006431706,0.5649645,0.0001646545,0.0002119495,0.0001543254,0.0002091322,0.002685167,0.0116232],"genre_scores_gemma":[0.8662318,0.0001922735,0.1288899,0.00007745384,0.00004279962,0.00007371312,0.0001586139,0.00005837598,0.004275126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001350595,"threshold_uncertainty_score":0.004518151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025567364","doi":"10.1016/j.ijnonlinmec.2020.103501","title":"Force transmissibility and frequency response of a flexible shaft–disk rotor supported by a nonlinear suspension system","year":2020,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Transmissibility (structural dynamics); Harmonic balance; Nonlinear system; Stiffness; Control theory (sociology); Rotor (electric); Mechanics; Bearing (navigation); Equations of motion; Critical speed; Discretization; Work (physics); Harmonic; Physics; Structural engineering; Classical mechanics; Engineering; Vibration; Mathematics; Mathematical analysis; Vibration isolation; Acoustics; Computer science","authors":[{"name":"Mohammed Khair Al‐Solihat","is_ca":true},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01249657459016485,"gpt":0.2494046921864604,"spread":0.2369081175962956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015546,0.0001918955,0.0002495685,0.0002786163,0.0003038183,0.0002091633,0.0002909387,0.0005018079,0.002005891],"category_scores_gemma":[0.0007046819,0.0001075753,0.0001754039,0.0001047237,0.0004291525,0.0001979606,0.0002593617,0.0002765958,0.0002516465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665256,"about_ca_system_score_gemma":0.0001444107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912755,"about_ca_topic_score_gemma":0.00132115,"domain_scores_codex":[0.9998968,0.00002143833,0.000005190391,0.00001989168,0.00003514714,0.00002152457],"domain_scores_gemma":[0.9995295,0.0002379944,0.00005380796,0.00003846838,0.00009472147,0.00004545172],"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":[0.004533001,0.0004339502,0.01289617,0.0003053734,0.0001185522,0.002829937,0.00135376,0.1388289,0.8055603,0.001970019,0.0007451762,0.03042468],"study_design_scores_gemma":[0.00006319166,0.001323017,0.04368201,0.00002351573,0.00003484839,0.0005053228,0.0004529546,0.8994702,0.05341138,0.0003981347,0.0005864677,0.00004904518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956288,0.00001982953,0.002936229,0.00004917995,0.000007405191,0.000007321703,0.00002120337,0.00004587662,0.001284108],"genre_scores_gemma":[0.9994104,0.000005464179,0.0001676966,0.000003842078,0.000001181874,0.000001516487,0.000009779823,0.000003308608,0.0003967113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002005891,"threshold_uncertainty_score":0.00671041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403632923","doi":"10.1016/j.oceaneng.2024.119337","title":"A multiple model type-3 fuzzy control for offshore wind turbines using the Active Rotary Inertia Driver (ARID)","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Shanxi Provincial Key Research and Development Project; National Natural Science Foundation of China; Natural Science Foundation of Nantong City; Department of Science and Technology of Liaoning Province; Department of Science and Technology of Shandong Province","keywords":"Offshore wind power; Marine engineering; Inertia; Arid; Submarine pipeline; Fuzzy logic; Type (biology); Wind power; Engineering; Control theory (sociology); Environmental science; Control (management); Computer science; Geology; Physics; Geotechnical engineering; Electrical engineering; Artificial intelligence","authors":[{"name":"Chunwei Zhang","is_ca":false},{"name":"Meihua Liu","is_ca":false},{"name":"Rasoul Sabetahd","is_ca":false},{"name":"Hamid Taghavifar","is_ca":true},{"name":"Ardashir Mohammadzadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01059853702241165,"gpt":0.2081550375792992,"spread":0.1975565005568876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004054226,0.0004628726,0.0005111575,0.0001601926,0.0005337264,0.0007511485,0.0006894805,0.0005145278,0.00139456],"category_scores_gemma":[0.0002925478,0.0002095799,0.0005136903,0.0001766279,0.0003076029,0.0003140045,0.0003969733,0.0004460206,0.0001933131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096809,"about_ca_system_score_gemma":0.0004406674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00523559,"about_ca_topic_score_gemma":0.007644369,"domain_scores_codex":[0.9998234,0.00002731142,0.00001437673,0.00005613112,0.00005012069,0.00002862826],"domain_scores_gemma":[0.9998505,0.00003368504,0.0000287315,0.00001074505,0.00006480414,0.00001145206],"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":[0.0008933818,0.0002803451,0.002069358,0.0007226303,0.0001825142,0.0006314397,0.0005806353,0.6458923,0.1007508,0.01159499,0.002755277,0.2336463],"study_design_scores_gemma":[0.00005445667,0.0005424982,0.0008061791,0.0000151842,0.00003560185,0.00005398411,0.00003498791,0.9922686,0.004147368,0.0006326529,0.001392834,0.00001572859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1574519,0.0003814445,0.8323788,0.0001769598,0.0002245985,0.00009738437,0.00006206069,0.0003754316,0.008851334],"genre_scores_gemma":[0.985588,0.00006105162,0.0125292,0.00002829093,0.000017117,0.00004059622,0.0000257833,0.000006002602,0.001703933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00523559,"threshold_uncertainty_score":0.01041019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037420344","doi":"10.1007/s11071-014-1796-0","title":"On the attitude stabilization of a rigid spacecraft using two skew control moment gyros","year":2014,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Control moment gyroscope; Control theory (sociology); Quaternion; Spacecraft; Angular velocity; Attitude control; Nonlinear system; Moment (physics); Rotor (electric); Skew; Bounded function; Mathematics; Computer science; Physics; Engineering; Control (management); Mathematical analysis; Classical mechanics; Aerospace engineering; Geometry","authors":[{"name":"Haichao Gui","is_ca":true},{"name":"Lei Jin","is_ca":false},{"name":"Shijie Xu","is_ca":false},{"name":"Jun Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007825300406380431,"gpt":0.2199751017262832,"spread":0.2121498013199028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776619,0.0003696702,0.0003482613,0.0002703049,0.0003620785,0.0003671371,0.0002088237,0.0002993742,0.001041519],"category_scores_gemma":[0.0005168193,0.00009543903,0.0002275859,0.000276743,0.0006553736,0.0003462493,0.0005419605,0.0002224123,0.0001156091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915652,"about_ca_system_score_gemma":0.0001887876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349278,"about_ca_topic_score_gemma":0.001625109,"domain_scores_codex":[0.9999211,0.00002600759,0.00000392419,0.00001575609,0.00002456762,0.000008620897],"domain_scores_gemma":[0.9999186,0.00003673222,0.00001482189,0.000007799706,0.00001706634,0.000005019351],"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":[0.0005247297,0.00005319441,0.001366661,0.0004511482,0.00009058707,0.000398203,0.000663898,0.7819036,0.05518556,0.06141356,0.002058626,0.09589013],"study_design_scores_gemma":[0.00001975535,0.0002113887,0.0007009278,0.00001358498,0.00001755589,0.00003039054,0.00004918998,0.9876659,0.002663094,0.0068579,0.001756285,0.00001410632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3562421,0.001773638,0.6242045,0.0005239245,0.0003208661,0.00005870645,0.00007022952,0.0001588206,0.01664724],"genre_scores_gemma":[0.9882835,0.0007329985,0.007229243,0.00003740123,0.00006392775,0.00002322944,0.00003008419,0.00001199615,0.003587546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002349278,"threshold_uncertainty_score":0.004671156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067373355","doi":"10.1115/1.2164514","title":"Stability and Andronov-Hopf Bifurcation of Steady-State Motion of Rotor System Partly Filled With Liquid: Continuous and Discrete Models","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Hopf bifurcation; Critical speed; Bifurcation; Physics; Rotor (electric); Mechanics; Bifurcation diagram; Classical mechanics; Mathematics; Mathematical analysis; Control theory (sociology); Nonlinear system; Computer science","authors":[{"name":"N. V. Derendyaev","is_ca":false},{"name":"A. V. Vostrukhov","is_ca":false},{"name":"И. Н. Солдатов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006660795274394104,"gpt":0.1764982387733848,"spread":0.1698374434989907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000227786,0.0002885954,0.0004353978,0.0003930763,0.0002792887,0.0006020462,0.0005044196,0.0005609465,0.0009421823],"category_scores_gemma":[0.0004629836,0.0001904168,0.0005686705,0.0001173762,0.0008052733,0.0005234939,0.0004588705,0.0004655258,0.0001515002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105805,"about_ca_system_score_gemma":0.0003471869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869891,"about_ca_topic_score_gemma":0.0008633466,"domain_scores_codex":[0.9998959,0.00003279719,0.000004993508,0.00001874274,0.00003201108,0.00001540991],"domain_scores_gemma":[0.999873,0.00003894874,0.00003346377,0.00001660588,0.00002330202,0.00001468004],"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":[0.000107075,0.00009154005,0.003382802,0.0001287779,0.00006212354,0.0003205604,0.000312529,0.8475298,0.03159561,0.1071481,0.0004686758,0.008852453],"study_design_scores_gemma":[0.000005126098,0.00002372355,0.0001814472,0.000004607353,0.00000318684,0.00001438709,0.00001212788,0.995429,0.0005320655,0.003586847,0.0002022544,0.000005080408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.583199,0.0006961031,0.4025825,0.0003059676,0.00006828502,0.00004286518,0.00009751369,0.0001852549,0.01282243],"genre_scores_gemma":[0.9933168,0.0001053679,0.004960564,0.00000923502,0.000009882317,0.00003305384,0.00002190561,0.000007683837,0.001535595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001869891,"threshold_uncertainty_score":0.003718078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2491259336","doi":"10.1109/tie.2016.2592866","title":"Parallel Computation of Wrench Model for Commutated Magnetically Levitated Planar Actuator","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"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":"Wrench; Thread (computing); Finite element method; Computer science; Computation; Actuator; Electromagnetic coil; Computational science; Magnet; Halbach array; Mechanical engineering; Engineering; Electrical engineering; Algorithm; Structural engineering; Artificial intelligence","authors":[{"name":"Fengqiu Xu","is_ca":true},{"name":"Venkata Dinavahi","is_ca":true},{"name":"Xianze Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03211607506233936,"gpt":0.2385000576740976,"spread":0.2063839826117583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001863053,0.0004094338,0.000448913,0.0002885619,0.0003406025,0.0004079937,0.0008583393,0.0004776016,0.002862356],"category_scores_gemma":[0.0004791118,0.0002418523,0.0004360221,0.0002469655,0.0003380408,0.0007677876,0.0004289023,0.0003905538,0.0004283857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447901,"about_ca_system_score_gemma":0.0007895029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004823206,"about_ca_topic_score_gemma":0.003948682,"domain_scores_codex":[0.9998674,0.00001733525,0.000007513916,0.0000231837,0.00006653988,0.00001803968],"domain_scores_gemma":[0.9998364,0.00003850017,0.00002791701,0.00003054375,0.00005392447,0.00001276155],"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":[0.00004483166,0.00002532557,0.001001536,0.00008955869,0.00001798227,0.000171177,0.0001070785,0.9477461,0.01598347,0.01044887,0.0005585369,0.0238055],"study_design_scores_gemma":[0.000003057842,0.00001219595,0.0001043407,0.00000147486,0.000001769205,0.00001507885,0.000008983049,0.9973442,0.001236994,0.0006721304,0.0005971789,0.000002579205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05393311,0.0001007877,0.93885,0.00007735033,0.000034591,0.00003589695,0.00007499554,0.0006166212,0.006276602],"genre_scores_gemma":[0.8841949,0.0001648824,0.1097118,0.00002901136,0.00001713607,0.0001101418,0.0001821491,0.00017095,0.005419041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004823206,"threshold_uncertainty_score":0.009590268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160019751","doi":"10.1109/tia.2021.3080663","title":"Design and Implementation of a Novel Interior Permanent Magnet Bearingless Slice Motor","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Magnet; Control theory (sociology); Stator; Levitation; Torque; Rotor (electric); Decoupling (probability); Physics; Topology (electrical circuits); Engineering; Computer science; Mechanical engineering; Electrical engineering; Control engineering","authors":[{"name":"Benjamin S. Weinreb","is_ca":false},{"name":"Minkyun Noh","is_ca":true},{"name":"Donald C. Fyler","is_ca":false},{"name":"David L. Trumper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02057849758472028,"gpt":0.260534297846392,"spread":0.2399558002616717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001567803,0.0002907457,0.0002514161,0.0001611,0.0001397674,0.0002044406,0.0006558863,0.0002827882,0.001888809],"category_scores_gemma":[0.0001891474,0.0001323591,0.0001601906,0.00006848318,0.0001851489,0.00033522,0.0002571261,0.0002294349,0.0007112439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270909,"about_ca_system_score_gemma":0.0002952846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002151247,"about_ca_topic_score_gemma":0.0002556657,"domain_scores_codex":[0.9998847,0.00001186975,0.000009366939,0.00002126193,0.00005924589,0.00001350803],"domain_scores_gemma":[0.99989,0.00001227033,0.00002158381,0.00001508818,0.00004411546,0.00001694319],"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":[0.000239349,0.00007139873,0.00101945,0.0003806077,0.00002669775,0.0003903077,0.0001243505,0.01318448,0.771546,0.009792272,0.002539663,0.2006854],"study_design_scores_gemma":[0.0002533993,0.003927083,0.00480776,0.00007912088,0.00007892764,0.002807172,0.00009487373,0.3702627,0.5082557,0.002276246,0.1070654,0.00009161636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0472165,0.0001935895,0.9450291,0.0001148138,0.0001172949,0.0001578344,0.0000694639,0.001558992,0.005542301],"genre_scores_gemma":[0.5526385,0.0001547198,0.442621,0.00007942055,0.00003460639,0.0001291488,0.0001380476,0.00006289199,0.004141747],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001888809,"threshold_uncertainty_score":0.006318688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082998561","doi":"10.1115/1.1310363","title":"Nonlinear Vibration of Rotating Thin Disks","year":2000,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Vibration; Waviness; Nonlinear system; Softening; Mechanics; Deflection (physics); Föppl–von Kármán equations; Amplitude; Classical mechanics; Plate theory; Physics; Flatness (cosmology); Mathematical analysis; Mathematics; Materials science; Acoustics; Optics; Composite material","authors":[{"name":"Albert C. J. Luo","is_ca":false},{"name":"C. D. Mote","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006779787137459716,"gpt":0.2145587791957382,"spread":0.2077789920582785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003127,0.0002893796,0.0002383655,0.000253975,0.0002004885,0.0003121863,0.0002587632,0.000273982,0.00169246],"category_scores_gemma":[0.00063079,0.0001352585,0.0001275166,0.0001030294,0.0005619603,0.0002934638,0.0003681068,0.000243142,0.0004349501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388305,"about_ca_system_score_gemma":0.0001370324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008682933,"about_ca_topic_score_gemma":0.0003740837,"domain_scores_codex":[0.9999169,0.00001262544,0.000002542006,0.00001758753,0.00003900356,0.00001134054],"domain_scores_gemma":[0.9998777,0.00004548629,0.00002388076,0.00001260688,0.00002867816,0.0000116617],"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":[0.0005864854,0.00006334646,0.002991904,0.0003348111,0.00003181808,0.0009004992,0.0009585951,0.1719484,0.7128711,0.0475758,0.001365258,0.06037199],"study_design_scores_gemma":[0.00004943812,0.000252533,0.007022673,0.00003522001,0.00001196522,0.000626716,0.0002734213,0.9120709,0.05977989,0.01647895,0.003336685,0.00006152023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142489,0.001121008,0.05873638,0.0001953085,0.00008956717,0.00003105195,0.00006530651,0.0001217145,0.02539084],"genre_scores_gemma":[0.9915801,0.0003125659,0.002790221,0.00002338557,0.00001541742,0.00001295515,0.00003111323,0.000008905778,0.005225381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00169246,"threshold_uncertainty_score":0.005661905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012791259","doi":"10.3390/machines1030098","title":"Reduced-Friction Passive Magnetic Bearing: Innovative Design and Novel Characterization Technique","year":2013,"lang":"en","type":"article","venue":"Machines","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Thrust bearing; Magnetic bearing; Bearing (navigation); Flywheel; Stiffness; Thrust; Magnet; Mechanical engineering; Structural engineering; Materials science; Computer science; Engineering","authors":[{"name":"Guillaume Filion","is_ca":true},{"name":"Jean Ruel","is_ca":true},{"name":"Maxime R. Dubois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008566713676620007,"gpt":0.1976904221523439,"spread":0.1891237084757239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005769276,0.0006652149,0.0005226025,0.001031907,0.0001854806,0.0005799372,0.0008713275,0.0005870957,0.0007647622],"category_scores_gemma":[0.0009009595,0.0002147212,0.0001571849,0.0005296884,0.0006542581,0.00114729,0.0003229084,0.0003230947,0.0004481084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000369662,"about_ca_system_score_gemma":0.0002853996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989267,"about_ca_topic_score_gemma":0.0002383069,"domain_scores_codex":[0.9994224,0.00005345473,0.00002709447,0.00009854225,0.000374694,0.00002384147],"domain_scores_gemma":[0.9994874,0.00008197466,0.0001568644,0.00006361057,0.0001774974,0.00003258744],"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":[0.0001539614,0.00006942284,0.0007656812,0.0004013553,0.000008724853,0.000128077,0.0001905121,0.00130954,0.9285323,0.004313176,0.001023012,0.06310411],"study_design_scores_gemma":[0.00009087324,0.00142581,0.004138707,0.00005069148,0.00003486337,0.001667081,0.0001032256,0.04269933,0.8958,0.001534281,0.0523609,0.00009428232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2415763,0.005024714,0.7394751,0.0007833525,0.0006238253,0.0004219998,0.0003294987,0.001723197,0.01004196],"genre_scores_gemma":[0.7966698,0.001298777,0.1960664,0.0001293949,0.0001710857,0.0002594697,0.0002742412,0.000112434,0.005018417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001031907,"threshold_uncertainty_score":0.003051102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954473272","doi":"10.1007/s11071-019-05078-3","title":"Nonlinear dynamic response and transmissibility of a flexible rotor system mounted on viscoelastic elements","year":2019,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":23,"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; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Transmissibility (structural dynamics); Viscoelasticity; Nonlinear system; Rotor (electric); Control theory (sociology); Structural engineering; Computer science; Engineering; Physics; Vibration; Vibration isolation; Mechanical engineering; Acoustics; Artificial intelligence","authors":[{"name":"Mohammed Khair Al‐Solihat","is_ca":true},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004604644090560152,"gpt":0.2302100754350346,"spread":0.2256054313444744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001337086,0.0002031909,0.0002021427,0.0002170323,0.0003008942,0.0002231377,0.0002103798,0.0004177988,0.001816531],"category_scores_gemma":[0.0006360175,0.0001060712,0.0001627918,0.00008901928,0.0005202888,0.0002913656,0.0003353816,0.0002661361,0.0001933595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573911,"about_ca_system_score_gemma":0.000131778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419896,"about_ca_topic_score_gemma":0.0008332125,"domain_scores_codex":[0.9999366,0.00001566545,0.00000211418,0.00001271977,0.00001757837,0.00001530553],"domain_scores_gemma":[0.9997318,0.0001450918,0.00003031439,0.00002524171,0.00003640191,0.00003123047],"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":[0.002277171,0.0002461696,0.006107492,0.0001432798,0.00007608188,0.001632538,0.001035389,0.3565313,0.6113877,0.003071462,0.000347727,0.01714364],"study_design_scores_gemma":[0.0000281886,0.0006897356,0.01385766,0.00001116247,0.0000152441,0.0001393899,0.0002641908,0.9533129,0.03100297,0.0003955515,0.0002563758,0.00002670755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995909,0.00001106798,0.002728686,0.00002644781,0.000004495988,0.000004503962,0.00001073517,0.0000210538,0.001284045],"genre_scores_gemma":[0.9993549,0.000005146698,0.0001413135,0.000002508917,7.420286e-7,0.000001430108,0.000006817955,0.000002366324,0.0004849082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001816531,"threshold_uncertainty_score":0.006076932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226404188","doi":"10.1109/tie.2022.3163566","title":"Regulation and Tracking Control of Omnidirectional Rotation for Spherical Motors","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"National Natural Science Foundation of China","keywords":"Computer science; Robustness (evolution); Artificial intelligence; Biology","authors":[{"name":"Kun Bai","is_ca":false},{"name":"Yaowu Ding","is_ca":false},{"name":"Zixin Que","is_ca":false},{"name":"Han Yan","is_ca":false},{"name":"Xiang Chen","is_ca":true},{"name":"Shengxiong Wen","is_ca":false},{"name":"Kok-Meng Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01671873472527514,"gpt":0.2148107926164553,"spread":0.1980920578911802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002692532,0.0002317662,0.0002319844,0.0001566609,0.0001733842,0.0004184052,0.0002963835,0.0001829459,0.001117395],"category_scores_gemma":[0.0003892363,0.00009204136,0.0001914645,0.0001383022,0.0002466504,0.0001773194,0.000262698,0.000221621,0.0005760498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347962,"about_ca_system_score_gemma":0.0002618765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053694,"about_ca_topic_score_gemma":0.0009834644,"domain_scores_codex":[0.9997965,0.00002669707,0.000009788846,0.00003991048,0.0001054525,0.00002175291],"domain_scores_gemma":[0.9998342,0.0000309194,0.00004601129,0.00001547081,0.0000611609,0.00001223583],"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":[0.000663278,0.0002067804,0.001484943,0.000451741,0.00003273724,0.0002527795,0.0004736759,0.1510264,0.4696958,0.03574315,0.006242664,0.333726],"study_design_scores_gemma":[0.00004167917,0.0006184566,0.001623683,0.00003130313,0.00001610703,0.000152911,0.00007445409,0.9034018,0.0695638,0.002772819,0.02166852,0.00003436776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07890186,0.0007320824,0.8890049,0.0002273919,0.0001824718,0.00006748334,0.0000534186,0.0009586246,0.02987175],"genre_scores_gemma":[0.9529727,0.0006986955,0.03331436,0.00009858935,0.00005473463,0.00005901018,0.00008478693,0.00004917492,0.01266802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001117395,"threshold_uncertainty_score":0.003738105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101209839","doi":"10.1109/tmag.2006.885859","title":"Modeling and Analysis of Eddy-Current Damping for High-Precision Magnetic Levitation of a Small Magnet","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Eddy current; Levitation; Magnet; Magnetic levitation; Electrodynamic suspension; Physics; Mechanics; Electromagnetic coil; Eddy current brake; Vibration; Magnetic field; Acoustics; Nuclear magnetic resonance; Magnetic energy; Magnetization","authors":[{"name":"Çağlar Elbüken","is_ca":true},{"name":"Ehsan Shameli","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01508041243434966,"gpt":0.2263932353960272,"spread":0.2113128229616775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002580682,0.0004665878,0.0003801876,0.0002351017,0.0002528652,0.000459077,0.0005441894,0.0005748856,0.0008315227],"category_scores_gemma":[0.000590624,0.00025643,0.0004113286,0.0001028338,0.0003693205,0.0005272962,0.0002453393,0.0003455898,0.0002989418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004175332,"about_ca_system_score_gemma":0.0004100849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027225,"about_ca_topic_score_gemma":0.002188583,"domain_scores_codex":[0.9998947,0.00002097312,0.00000375998,0.00001604144,0.00005518152,0.00000927878],"domain_scores_gemma":[0.9998549,0.00007203922,0.00002119511,0.00001271738,0.0000320574,0.000006980314],"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":[0.00006892097,0.00003299534,0.0005737395,0.0001066024,0.00002164948,0.0001750137,0.0001302551,0.9066069,0.06808965,0.008304565,0.0003408456,0.01554889],"study_design_scores_gemma":[0.000002671649,0.00001426458,0.0000935834,0.000001773426,0.000002024295,0.00001402892,0.00000429063,0.9975868,0.001600148,0.0003432776,0.0003346473,0.000002335883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04334156,0.0002720649,0.9521242,0.0001168103,0.00002257179,0.00003344808,0.00001974468,0.000307633,0.003761929],"genre_scores_gemma":[0.9377578,0.0003319994,0.05714421,0.00002468687,0.0000190685,0.00009923547,0.00004617194,0.00009368789,0.004483182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0027225,"threshold_uncertainty_score":0.005413294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800296947","doi":"10.1139/tcsme-2011-0002","title":"THE DESIGN OF EDDY-CURRENT MAGNET BRAKES","year":2011,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Eddy current brake; Eddy current; Magnetic field; Magnet; Automotive engineering; Constant current; Computer science; Current (fluid); Mechanical engineering; Engineering; Control theory (sociology); Electrical engineering; Physics","authors":[{"name":"Der-Ming Ma","is_ca":false},{"name":"Jaw-Kuen Shiau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02160893640756484,"gpt":0.1889567688328324,"spread":0.1673478324252675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002769814,0.0004381563,0.0003053769,0.0003153684,0.000284236,0.0005173156,0.000536237,0.0003811344,0.001867145],"category_scores_gemma":[0.0006593962,0.0002347259,0.0001694957,0.0001347354,0.0002313813,0.0003642781,0.0002618968,0.0001506649,0.0004735184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539474,"about_ca_system_score_gemma":0.000413844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433571,"about_ca_topic_score_gemma":0.0005634078,"domain_scores_codex":[0.999823,0.00004091339,0.00001367034,0.00002777462,0.00007573808,0.00001886252],"domain_scores_gemma":[0.999808,0.00003781436,0.0000359831,0.00001937181,0.00008712848,0.00001168409],"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":[0.0005303323,0.0001448594,0.001766878,0.00148124,0.00008811778,0.0003155734,0.0003957636,0.3113416,0.3011509,0.06642169,0.002762097,0.313601],"study_design_scores_gemma":[0.0002132649,0.00108566,0.001985859,0.0001130329,0.00007667256,0.0005129673,0.0001219974,0.8487075,0.0805682,0.01177353,0.05478854,0.00005279563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05449009,0.0008974185,0.9243826,0.0001067957,0.00006693289,0.000222572,0.00004198151,0.000371862,0.0194199],"genre_scores_gemma":[0.8608491,0.0004073658,0.1309823,0.0000277845,0.00001689257,0.0002172674,0.00004959845,0.00005390221,0.007395668],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001867145,"threshold_uncertainty_score":0.006246209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923887854","doi":"10.2514/1.g003445","title":"Attitude Stabilization Using Two Parallel Single-Gimbal Control Moment Gyroscopes","year":2019,"lang":"en","type":"article","venue":"Journal of Guidance Control and Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Control moment gyroscope; Underactuation; Control theory (sociology); Angular momentum; Attitude control; Gimbal; Gyroscope; Spacecraft; Controllability; Physics; Reaction wheel; Moment (physics); Controller (irrigation); Torque; Total angular momentum quantum number; Computer science; Engineering; Mathematics; Classical mechanics; Aerospace engineering; Nonlinear system; Control (management)","authors":[{"name":"Chengfei Yue","is_ca":false},{"name":"Krishna Dev Kumar","is_ca":true},{"name":"Qiang Shen","is_ca":false},{"name":"Cher Hiang Goh","is_ca":false},{"name":"Tong Heng Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006811499934810472,"gpt":0.2166311139377256,"spread":0.2098196140029151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003089097,0.0007952868,0.0006040936,0.0004721491,0.0004279608,0.0006691377,0.0006573939,0.0005193623,0.0006055448],"category_scores_gemma":[0.0009880601,0.0002917353,0.0003469338,0.0003031245,0.0006940406,0.0007221768,0.0007588472,0.0004969815,0.0001227805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203761,"about_ca_system_score_gemma":0.0004800658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157629,"about_ca_topic_score_gemma":0.001322707,"domain_scores_codex":[0.9995999,0.00005947205,0.0000249257,0.000131083,0.0001388126,0.00004587224],"domain_scores_gemma":[0.9996586,0.00006072974,0.0001225598,0.00005804491,0.00007428313,0.00002587767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001281471,0.0001446514,0.007096772,0.0004984463,0.0001881785,0.0007503561,0.0005209405,0.3708065,0.2181868,0.02007227,0.001566861,0.3788866],"study_design_scores_gemma":[0.00008377466,0.0006928427,0.0017966,0.00002283982,0.00005999812,0.0002010058,0.00004566345,0.967771,0.02358426,0.002533342,0.003171069,0.0000375737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.192618,0.0007133418,0.8004536,0.0002937079,0.0002127194,0.00008362457,0.00004040212,0.0007684027,0.004816189],"genre_scores_gemma":[0.9673199,0.0001611001,0.03125963,0.00004003504,0.00004690634,0.00004237873,0.00002384641,0.000009269497,0.00109681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002157629,"threshold_uncertainty_score":0.004290164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104104037","doi":"10.1109/tec.2004.827041","title":"Synchronous Machine Steady-State Parameter Estimation Using Neural Networks","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Nortel (Canada)","funders":"","keywords":"Control theory (sociology); Steady state (chemistry); Rotor (electric); Artificial neural network; Salient; Synchronous motor; Estimation theory; Computer science; Position (finance); State (computer science); Control engineering; Artificial intelligence; Engineering; Algorithm; Control (management); Mechanical engineering","authors":[{"name":"M. P. Calvo","is_ca":true},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008192631196528431,"gpt":0.1990788887304217,"spread":0.1908862575338933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003749048,0.0004417672,0.0003948119,0.0004700265,0.0002610213,0.0005468535,0.0003946232,0.0004918608,0.0008628198],"category_scores_gemma":[0.001530571,0.000296768,0.000198995,0.0003681984,0.0002458106,0.0008539953,0.0003003611,0.0005353477,0.000347957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901714,"about_ca_system_score_gemma":0.0002526067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005096,"about_ca_topic_score_gemma":0.00224088,"domain_scores_codex":[0.9997814,0.00004979557,0.00001679935,0.00006457874,0.00006826009,0.0000190701],"domain_scores_gemma":[0.999551,0.0001935421,0.00008255095,0.00004898998,0.0001136326,0.00001023714],"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":[0.0002100004,0.00008094956,0.001979511,0.00008494265,0.00005680097,0.00008649121,0.00008937616,0.5032298,0.03187335,0.002741926,0.001016553,0.4585503],"study_design_scores_gemma":[0.000003717223,0.00001968935,0.0005790165,0.000004257405,0.000004034538,0.00001602942,0.000004473251,0.9948077,0.003244745,0.000960358,0.0003479598,0.000008120261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03409919,0.0002121175,0.9634047,0.00005072347,0.00002192203,0.00001626555,0.00002901113,0.0008160335,0.001350049],"genre_scores_gemma":[0.9097831,0.0001757845,0.08801868,0.00002449154,0.00002415529,0.00004733026,0.00009202324,0.00004571414,0.001788632],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002005096,"threshold_uncertainty_score":0.003986835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012509657","doi":"10.1007/s11071-006-9186-x","title":"Bifurcation and chaotic response of a cracked rotor system with viscoelastic supports","year":2007,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bifurcation; Rotor (electric); Helicopter rotor; Nonlinear system; Chaotic; Viscoelasticity; Rotational speed; Control theory (sociology); Structural engineering; Mechanics; Engineering; Computer science; Mechanical engineering; Physics","authors":[{"name":"Changping Chen","is_ca":true},{"name":"Liming Dai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003345207593898501,"gpt":0.1954672849857449,"spread":0.1921220773918464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493903,0.0002120123,0.0004005649,0.000485944,0.0005542373,0.0004631079,0.0003916772,0.0008722583,0.001836783],"category_scores_gemma":[0.0009633652,0.0001959157,0.0002422118,0.0001510611,0.000882841,0.0004576184,0.0005754999,0.0003440756,0.0001124864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003726046,"about_ca_system_score_gemma":0.0002441846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653459,"about_ca_topic_score_gemma":0.0007417098,"domain_scores_codex":[0.9999378,0.000015744,0.000002929111,0.00001113565,0.00001738582,0.00001496575],"domain_scores_gemma":[0.9996064,0.0001612004,0.00005450492,0.00003410779,0.00005341676,0.00009043066],"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":[0.001370815,0.0002661616,0.01233326,0.000185666,0.0001968706,0.00419407,0.001188301,0.7448918,0.1675396,0.05254866,0.002244857,0.01304008],"study_design_scores_gemma":[0.00002207746,0.00005543491,0.002869783,0.000005115446,0.00000771239,0.00009929673,0.00006798482,0.992301,0.001964922,0.002443529,0.0001475425,0.00001555475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895928,0.00005067796,0.005953366,0.0001792608,0.00001959656,0.0000138313,0.000031536,0.00005100762,0.00410794],"genre_scores_gemma":[0.9992515,0.000009891984,0.0003184054,0.000005078456,0.000003496325,0.000002962028,0.000008792879,0.000003905547,0.0003959321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836783,"threshold_uncertainty_score":0.006144643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115762959","doi":"10.1007/978-3-319-09918-7_78","title":"Forward and Backward Whirling of a Rotor with Gyroscopic Effect","year":2014,"lang":"en","type":"book-chapter","venue":"Mechanisms and machine science","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":19,"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":"Critical speed; Rotor (electric); Rest (music); Gyroscope; Physics; Mode (computer interface); Control theory (sociology); Natural frequency; Helicopter rotor; Engineering; Mechanics; Classical mechanics; Vibration; Computer science; Acoustics; Aerospace engineering; Mechanical engineering","authors":[{"name":"Ali Fellah Jahromi","is_ca":true},{"name":"Rama Bhat","is_ca":true},{"name":"Wenfang Xie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003983313594310452,"gpt":0.1801940801626381,"spread":0.1762107665683277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001193748,0.0003630998,0.0003091599,0.0002455352,0.0004281603,0.0003154959,0.000431481,0.000406537,0.004675849],"category_scores_gemma":[0.0002355711,0.0001607692,0.0003976602,0.0001498613,0.0007416673,0.0004473131,0.0004631838,0.0004763649,0.0005147432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251394,"about_ca_system_score_gemma":0.0001368323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004641918,"about_ca_topic_score_gemma":0.0005528063,"domain_scores_codex":[0.9999224,0.00001196859,0.00000256483,0.00002020681,0.00003049707,0.00001233044],"domain_scores_gemma":[0.9999468,0.00001414845,0.000006951484,0.00001484319,0.00001064445,0.000006691614],"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":[0.0005522721,0.00006473847,0.0008843877,0.0005738324,0.00004455822,0.001844204,0.001776569,0.03209639,0.3796703,0.3879542,0.007973669,0.1865649],"study_design_scores_gemma":[0.000146743,0.002264836,0.01667987,0.0002705462,0.0001166147,0.006491226,0.001577284,0.300849,0.1954206,0.2592483,0.2166928,0.0002419843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4357066,0.00780663,0.2436258,0.0006517115,0.001933725,0.0001869332,0.0001705752,0.000871063,0.309047],"genre_scores_gemma":[0.8862075,0.001275534,0.02162247,0.00007718095,0.0001388154,0.00002130389,0.00007363134,0.0001182337,0.09046528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004675849,"threshold_uncertainty_score":0.01564223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980065254","doi":"10.1115/1.1547684","title":"Nonlinear Dynamic Analysis of a Rotor Shaft System With Viscoelastically Supported Bearings","year":2003,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Vibration; Bearing (navigation); Viscoelasticity; Rotor (electric); Mechanics; Helicopter rotor; Spring (device); Stiffness; Structural engineering; Physics; Control theory (sociology); Engineering; Acoustics; Mechanical engineering; Computer science","authors":[{"name":"N.H. Shabaneh","is_ca":true},{"name":"Jean W. Zu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003694210157447488,"gpt":0.2007570092875221,"spread":0.1970627991300747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001330555,0.000281471,0.0003266032,0.0003094731,0.0001957062,0.0002580509,0.000248869,0.0003477553,0.0007613041],"category_scores_gemma":[0.0003338977,0.0001378669,0.0002277549,0.0001353468,0.000384871,0.0003238086,0.0002324775,0.000138174,0.00016681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162101,"about_ca_system_score_gemma":0.0001907968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162925,"about_ca_topic_score_gemma":0.00134369,"domain_scores_codex":[0.9999231,0.00001390623,0.000003636461,0.00001554293,0.00003186815,0.00001196851],"domain_scores_gemma":[0.9998723,0.00004652712,0.00003445084,0.000009426765,0.00002733016,0.000009944891],"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":[0.0001685635,0.00005715406,0.004817975,0.0001394919,0.0000539795,0.0009312974,0.0002930063,0.8348193,0.1327454,0.004029782,0.0002423283,0.02170179],"study_design_scores_gemma":[0.000003698088,0.00004820299,0.001543548,0.000002262729,0.000003662111,0.00005162083,0.00002423366,0.9962959,0.001598172,0.0002250617,0.0001993757,0.000004340102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805934,0.0002416515,0.1158617,0.00008968718,0.00001885463,0.00002225352,0.0000339957,0.00007225995,0.003066263],"genre_scores_gemma":[0.9964558,0.00007494926,0.002125196,0.000003837839,0.000006746109,0.00000869821,0.0000178501,0.000004448669,0.001302386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002162925,"threshold_uncertainty_score":0.004300714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2567161834","doi":"10.1016/j.ymssp.2016.12.016","title":"Bifurcation onset delay in magnetic bearing systems by time varying stiffness","year":2016,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Magnetic Bearings and Levitation Dynamics","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":"University of Calgary","funders":"","keywords":"Control theory (sociology); Rotor (electric); Nonlinear system; Bifurcation; Stiffness; Magnetic bearing; Controller (irrigation); Coupling (piping); Bearing (navigation); Stability (learning theory); Mathematics; Engineering; Computer science; Physics; Control (management); Structural engineering","authors":[{"name":"Mohammad Reza Ghazavi","is_ca":false},{"name":"Qiao Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008076526233028899,"gpt":0.1965152617456529,"spread":0.188438735512624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201302,0.0002434391,0.0002884483,0.0004041858,0.0003491317,0.0005972442,0.000240689,0.0005048376,0.003410456],"category_scores_gemma":[0.001799799,0.0002409397,0.0001983033,0.0001634962,0.0004581962,0.0006784119,0.0004196737,0.0006053298,0.0002468129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129013,"about_ca_system_score_gemma":0.0002262149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006245744,"about_ca_topic_score_gemma":0.0006661539,"domain_scores_codex":[0.9999379,0.00001346908,0.000002844027,0.00001306031,0.00001877444,0.0000139207],"domain_scores_gemma":[0.9993631,0.0003654068,0.0001166278,0.00003374447,0.00005674715,0.00006437117],"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":[0.001124263,0.0002144923,0.008070624,0.0003698464,0.00008437332,0.002112926,0.001207977,0.2109661,0.319453,0.39976,0.003053358,0.05358305],"study_design_scores_gemma":[0.00004666985,0.00009531223,0.005609932,0.00002282329,0.00002043601,0.0003783715,0.00008369395,0.9314361,0.01566031,0.04526,0.001345515,0.00004089411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7157114,0.0007997199,0.2625822,0.000609278,0.000146489,0.00004781338,0.00009489485,0.000361576,0.01964659],"genre_scores_gemma":[0.9956135,0.00008837788,0.002218993,0.00001440234,0.00001757375,0.000008709185,0.00001537161,0.00001782377,0.002005211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003410456,"threshold_uncertainty_score":0.0114091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996499076","doi":"10.1109/mcs.2006.1636312","title":"A high-precision, magnetically levitated positioning stage: toward contactless actuation for industrial manufacturing","year":2006,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Linear motor; Control theory (sociology); Linearization; Process (computing); Magnetic levitation; Motion control; Control engineering; Nonlinear system; Controller (irrigation); Magnet; Engineering; Feedback linearization; Computer science; Mechanical engineering; Control (management); Physics; Robot","authors":[{"name":"Robert B. Owen","is_ca":false},{"name":"Manfredi Maggiore","is_ca":true},{"name":"Jacob Apkarian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01488097753825558,"gpt":0.2103359563608656,"spread":0.19545497882261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002960288,0.0002657016,0.0001739331,0.0001487175,0.0002284337,0.0003364387,0.0007500302,0.0004917232,0.001364314],"category_scores_gemma":[0.0004081304,0.0002188549,0.0001204542,0.0001134334,0.0004411222,0.0006567618,0.0003588471,0.0004552113,0.0005878166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102838,"about_ca_system_score_gemma":0.0003579709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003707199,"about_ca_topic_score_gemma":0.0006830788,"domain_scores_codex":[0.9997156,0.00003306107,0.00001141941,0.00004492648,0.0001773368,0.00001754564],"domain_scores_gemma":[0.9997624,0.00005393775,0.00006057454,0.00004126985,0.00005730823,0.00002454377],"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":[0.00005178865,0.0000318163,0.0003234478,0.0001130472,0.000006527817,0.0001134174,0.00009614309,0.002514071,0.9618704,0.003967843,0.0005920556,0.03031938],"study_design_scores_gemma":[0.00005268898,0.001163155,0.001947433,0.00002369024,0.00001873967,0.0008478225,0.00004509066,0.1183697,0.8507899,0.001045384,0.02565718,0.00003917944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1989982,0.0006684492,0.7896674,0.0006068619,0.0001361606,0.0001602407,0.00008349447,0.001830867,0.007848214],"genre_scores_gemma":[0.6037275,0.0002459289,0.3897547,0.0001133506,0.00004289295,0.00006161816,0.00005859187,0.0000585717,0.005936982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001364314,"threshold_uncertainty_score":0.004564106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995590719","doi":"10.1049/cp.2010.0067","title":"Losses in hybrid and active magnetic bearings applied to long term flywheel energy storage","year":2010,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Flywheel; Magnetic bearing; Bearing (navigation); Energy storage; Work (physics); Power (physics); Flywheel energy storage; Amplitude; Control theory (sociology); Mechanics; Energy (signal processing); Magnetic field; Materials science; Engineering; Physics; Automotive engineering; Electrical engineering; Mechanical engineering; Computer science; Magnet; Thermodynamics","authors":[{"name":"L. Bakay","is_ca":true},{"name":"P. Viarouge","is_ca":true},{"name":"Maxime R. Dubois","is_ca":true},{"name":"Jean Ruel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003292180909233377,"gpt":0.1806720897719386,"spread":0.1773799088627052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002868721,0.0003097316,0.0003537536,0.0002291344,0.0001568395,0.0003946561,0.0004151883,0.0002175629,0.0006596586],"category_scores_gemma":[0.0008117378,0.000124828,0.00009186923,0.0001617693,0.0002111138,0.0005375629,0.0001699751,0.0001030618,0.000148019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234055,"about_ca_system_score_gemma":0.0000826162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004755784,"about_ca_topic_score_gemma":0.00058759,"domain_scores_codex":[0.9998604,0.00002737431,0.000007830942,0.00001760346,0.00006511465,0.00002169025],"domain_scores_gemma":[0.9996414,0.0001358997,0.00008291673,0.00002795816,0.0000936812,0.00001808711],"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":[0.002682177,0.00009072052,0.005666049,0.000443301,0.00007279428,0.0004285007,0.0002083203,0.08626347,0.8144399,0.002352855,0.0006477103,0.08670423],"study_design_scores_gemma":[0.0001090371,0.002270267,0.02439615,0.00004355532,0.0001220102,0.001008019,0.0002204866,0.4994963,0.4656644,0.001356103,0.005267689,0.00004597718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674937,0.001001343,0.02990739,0.00006467949,0.00003315214,0.00001021137,0.00003567124,0.0001825149,0.001271377],"genre_scores_gemma":[0.9984451,0.00006204643,0.001045375,0.000002916377,0.000003471828,0.000002729095,0.00001433308,0.000008699423,0.0004153953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006596586,"threshold_uncertainty_score":0.002206743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361285989","doi":"10.18280/jesa.560103","title":"Optimal Tuning of PID-Controlled Magnetic Bearing System for Tracking Control of Pump Impeller in Artificial Heart","year":2023,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"PID controller; Impeller; Magnetic bearing; Bearing (navigation); Control theory (sociology); Tracking (education); Control engineering; Engineering; Control (management); Computer science; Artificial intelligence; Mechanical engineering; Temperature control; Magnet","authors":[{"name":"Noaman M. Noaman","is_ca":false},{"name":"Ahmed Sharhan Gatea","is_ca":false},{"name":"Amjad J. Humaidi","is_ca":false},{"name":"Saleem Khalefa Kadhim","is_ca":false},{"name":"Alaq F. Hasan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01768279235667364,"gpt":0.240394329683286,"spread":0.2227115373266124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413341,0.0003593377,0.0003966788,0.0002324006,0.0002512967,0.0006889129,0.0004162867,0.0004501046,0.0009111679],"category_scores_gemma":[0.0009235052,0.0001814556,0.0001934617,0.0001286593,0.0003254312,0.0003074375,0.0002453639,0.0002955516,0.0002106266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694655,"about_ca_system_score_gemma":0.0004944849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081449,"about_ca_topic_score_gemma":0.001692212,"domain_scores_codex":[0.9997744,0.00004126933,0.00001368503,0.0000587914,0.00008771464,0.00002413881],"domain_scores_gemma":[0.9997659,0.00006060683,0.00004617606,0.00001444142,0.0001010611,0.00001180152],"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":[0.0004349073,0.0002043058,0.002368573,0.0004642361,0.00008515547,0.0001889109,0.0002133178,0.775073,0.06697325,0.00540924,0.00184182,0.1467433],"study_design_scores_gemma":[0.00003804583,0.0001974624,0.0008602634,0.000009910318,0.00001299597,0.00002909423,0.00001674009,0.992296,0.00503842,0.0004093127,0.001082122,0.000009593856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1058826,0.0007145418,0.8850219,0.0001437044,0.0001573793,0.00007605406,0.00002705854,0.0004897299,0.007487142],"genre_scores_gemma":[0.9810361,0.0001055338,0.01739907,0.00002285681,0.00001288657,0.00004267454,0.00001831309,0.00001181543,0.001350768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002081449,"threshold_uncertainty_score":0.004138649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023975662","doi":"10.1115/imece2003-42213","title":"Analysis of Nonlinear Dynamics for a Rotor-Active Magnetic Bearing System With Time-Varying Stiffness: Part I — Formulation and Local Bifurcations","year":2003,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Quasiperiodic function; Rotor (electric); Nonlinear system; Stiffness; Chaotic; Control theory (sociology); Physics; Steady state (chemistry); Transient (computer programming); Classical mechanics; Mathematics; Mathematical analysis; Computer science","authors":[{"name":"Wei Zhang","is_ca":false},{"name":"Jean W. Zu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007051417448078742,"gpt":0.2036170952674919,"spread":0.1965656778194131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001574996,0.0003180383,0.0003407911,0.0002995064,0.0003129411,0.0003834899,0.0002962665,0.0004546816,0.001778763],"category_scores_gemma":[0.0003257838,0.0001491926,0.0003789737,0.0001237991,0.000561234,0.0005146104,0.000349382,0.0003731014,0.0001593864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211736,"about_ca_system_score_gemma":0.0002882566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013506,"about_ca_topic_score_gemma":0.001168315,"domain_scores_codex":[0.9999441,0.00001499495,0.000002491533,0.00001223398,0.00001872357,0.000007421706],"domain_scores_gemma":[0.9999005,0.00003529853,0.00002779529,0.000007220948,0.0000223446,0.000007005607],"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":[0.00005029326,0.00004269767,0.002075393,0.0002717121,0.00004375075,0.0005706122,0.0004350187,0.8064113,0.05645573,0.1161777,0.0008274259,0.01663843],"study_design_scores_gemma":[0.000001881464,0.00001290416,0.0002757025,0.000004350168,0.000002472692,0.0000372899,0.00002691226,0.9951195,0.0005915263,0.003534993,0.000388452,0.000004039556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3241924,0.001215899,0.6514717,0.0004892523,0.00007198641,0.00006685605,0.00007076414,0.0001656802,0.02225541],"genre_scores_gemma":[0.9837651,0.0003725092,0.01001977,0.00003046129,0.00002799172,0.00004592206,0.00002853338,0.00002141334,0.005688371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002013506,"threshold_uncertainty_score":0.005950511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012157990","doi":"10.1109/icems.2009.5382789","title":"Losses in an optimized 8-pole radial AMB for Long Term Flywheel Energy Storage","year":2009,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Flywheel; Control theory (sociology); Magnetic bearing; Rotor (electric); Energy storage; Finite element method; Constant (computer programming); Power (physics); Bearing (navigation); Mechanics; Time constant; Torque; Physics; Computer science; Engineering; Structural engineering; Automotive engineering; Mechanical engineering; Electrical engineering","authors":[{"name":"L. Bakay","is_ca":true},{"name":"Maxime R. Dubois","is_ca":true},{"name":"P. Viarouge","is_ca":true},{"name":"Jean Ruel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009449558604498594,"gpt":0.2272587106224856,"spread":0.217809152017987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000227039,0.0004129581,0.0004384876,0.0002057181,0.0002483002,0.0004834696,0.0004253314,0.0002827464,0.001055535],"category_scores_gemma":[0.0006093729,0.0001345716,0.0001914435,0.0002080288,0.0001874243,0.0004974541,0.000181452,0.0002142505,0.0001954686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727205,"about_ca_system_score_gemma":0.0002611276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039508,"about_ca_topic_score_gemma":0.00175558,"domain_scores_codex":[0.9998765,0.00002111652,0.000007702927,0.00001809804,0.00004920228,0.00002730287],"domain_scores_gemma":[0.9997308,0.00008045642,0.00006386181,0.00002190081,0.00008496214,0.00001804802],"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":[0.003938994,0.0002660893,0.006751941,0.0007187133,0.0001018318,0.0008112423,0.0002175483,0.5313603,0.3868691,0.00188266,0.001522709,0.06555884],"study_design_scores_gemma":[0.000129357,0.002044485,0.01195183,0.00003110239,0.0001590026,0.000465592,0.000185738,0.802242,0.1786475,0.0007373375,0.003355221,0.0000509549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782628,0.0003535396,0.01935634,0.00006573791,0.00001765451,0.0000148527,0.00008739334,0.0001491561,0.001692569],"genre_scores_gemma":[0.9962974,0.0000456149,0.00303091,0.000004165892,0.00000198899,0.000007126108,0.00003958668,0.00001564656,0.000557525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001055535,"threshold_uncertainty_score":0.003531158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2517321435","doi":"10.1115/1.4034503","title":"Full Three-Dimensional Rotor/Stator Interaction Simulations in Aircraft Engines With Time-Dependent Angular Speed","year":2016,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Polytechnique Montréal","funders":"","keywords":"Rotor (electric); Acceleration; Angular acceleration; Computer simulation; Angular velocity; Stator; Test bench; Vibration; Mechanics; Nonlinear system; Physics; Computer science; Engineering; Mechanical engineering; Classical mechanics; Acoustics","authors":[{"name":"Alain Batailly","is_ca":true},{"name":"Mathias Legrand","is_ca":true},{"name":"Christophe Pierre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004936154983830434,"gpt":0.1996968966548537,"spread":0.1947607416710232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000352044,0.0004082937,0.0005227071,0.0004369313,0.000644432,0.000741016,0.0006777359,0.001361727,0.002190989],"category_scores_gemma":[0.001198189,0.0003546872,0.000645532,0.0004033156,0.000759177,0.0004649781,0.0006719025,0.0007554088,0.0002446357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004834171,"about_ca_system_score_gemma":0.0006713233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009224924,"about_ca_topic_score_gemma":0.005836817,"domain_scores_codex":[0.9998665,0.00003779851,0.000008656385,0.00001215371,0.00003854997,0.0000363898],"domain_scores_gemma":[0.9993824,0.0004019786,0.00005908452,0.00004358647,0.00005766119,0.0000552529],"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":[0.00006363198,0.0000601654,0.001180943,0.00002611225,0.00001465167,0.00007618199,0.00006782445,0.9947773,0.001509271,0.0009434304,0.0001332566,0.001147303],"study_design_scores_gemma":[0.000007571545,0.00001377814,0.000320501,0.000002424375,0.000002047419,0.000006926916,0.00001453628,0.9991398,0.0002434291,0.0001548209,0.00009050264,0.000003660047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365376,0.0002719711,0.04623225,0.0003292153,0.00004835671,0.00007018978,0.0004514726,0.0003673198,0.01569164],"genre_scores_gemma":[0.9933275,0.00007428299,0.004692555,0.00003718106,0.00000903617,0.00006942389,0.0001388622,0.00005004777,0.001601234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009224924,"threshold_uncertainty_score":0.01834244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109349754","doi":"10.1109/icmens.2003.1222020","title":"Performance improvement of a magnetically levitated microrobot using an adaptive control","year":2004,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"PID controller; Control theory (sociology); GRASP; Adaptive control; Controller (irrigation); Computer science; Control system; Control engineering; Magnetic levitation; Engineering; Magnet; Control (management); Temperature control; Mechanical engineering; Artificial intelligence","authors":[{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"Norihiko Kato","is_ca":false},{"name":"Yuki Nomura","is_ca":false},{"name":"Taro Nakamura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01274434803152069,"gpt":0.2028620032510028,"spread":0.1901176552194821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333892,0.0003310239,0.0002326223,0.0001432988,0.0002345847,0.0002860591,0.0004117158,0.0003023539,0.0007139719],"category_scores_gemma":[0.0005915564,0.00009828564,0.0001447799,0.00008416778,0.0002397333,0.0002122552,0.0002720298,0.0002097327,0.0001377783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098551,"about_ca_system_score_gemma":0.0002128551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518387,"about_ca_topic_score_gemma":0.0008435863,"domain_scores_codex":[0.9998366,0.00002579559,0.000009027115,0.0000383087,0.0000706672,0.00001959205],"domain_scores_gemma":[0.9997726,0.00007153594,0.00004550754,0.00002202518,0.00007266822,0.00001563309],"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":[0.0004199461,0.0001022487,0.001181366,0.0002004096,0.00003925755,0.0002783295,0.0002435768,0.1333764,0.7399813,0.003707894,0.0005409841,0.1199283],"study_design_scores_gemma":[0.00004471837,0.0007871091,0.001241825,0.00001063054,0.00002022967,0.0001106591,0.00002427482,0.8897214,0.1048834,0.0003910693,0.002739126,0.00002557612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.389035,0.0004795829,0.6006324,0.0002856194,0.0001465977,0.00006133432,0.00002032007,0.001850657,0.007488461],"genre_scores_gemma":[0.9805477,0.00005312113,0.01827389,0.00001977834,0.00001015096,0.00001844284,0.000007150925,0.000008236954,0.001061485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001518387,"threshold_uncertainty_score":0.003019035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056452807","doi":"10.1177/1077546307074242","title":"Dynamic Stability Analysis of a Cracked Nonlinear Rotor System Subjected to Periodic Excitations in Machining","year":2007,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Floquet theory; Nonlinear system; Rotor (electric); Helicopter rotor; Machining; Control theory (sociology); Instability; Stability (learning theory); Viscoelasticity; Lyapunov function; Engineering; Mechanics; Computer science; Physics; Mechanical engineering","authors":[{"name":"Liming Dai","is_ca":true},{"name":"Changping Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004617926515237006,"gpt":0.2225884592998609,"spread":0.2179705327846239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001948031,0.0002173514,0.0003115114,0.000264096,0.0002956438,0.0003386508,0.0002326017,0.0004047324,0.0007718469],"category_scores_gemma":[0.0006625052,0.0001195665,0.0001692227,0.00008691878,0.0005589313,0.000221113,0.0003313365,0.0002024954,0.00007941374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077064,"about_ca_system_score_gemma":0.0002341997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592817,"about_ca_topic_score_gemma":0.001217911,"domain_scores_codex":[0.9999255,0.00001852942,0.000002763334,0.00001383294,0.00002726351,0.00001212295],"domain_scores_gemma":[0.999764,0.00010282,0.00005102682,0.00001415316,0.00005134058,0.00001659859],"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":[0.000328936,0.00005790339,0.006097595,0.0001846001,0.00007798072,0.001179596,0.0005982956,0.8107244,0.1517731,0.01027361,0.0003219551,0.01838209],"study_design_scores_gemma":[0.000004085379,0.00004147702,0.001227442,0.000002954761,0.000003566203,0.00003126425,0.00003273342,0.9962251,0.001934137,0.0004210778,0.00007160773,0.000004536299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350324,0.0001616731,0.06149657,0.00009278053,0.00001010224,0.0000208173,0.00002554908,0.00004960702,0.003110466],"genre_scores_gemma":[0.9985859,0.00003418206,0.0008650665,0.000003088644,0.000002171284,0.000005312695,0.000008954788,0.000002589618,0.0004928403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002592817,"threshold_uncertainty_score":0.005155444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119150235","doi":"10.1109/cca.2007.4389322","title":"Robust Nonlinear Control of a Voltage-Controlled Magnetic Levitation System with Disturbance Observer","year":2007,"lang":"en","type":"article","venue":"The proceedings of the IEEE Conference on Control Applications/The proceedings of the ... IEEE Conference on Control Applications","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Backstepping; Nonlinear system; Magnetic levitation; Robust control; Control system; Controller (irrigation); Control engineering; State observer; Computer science; Engineering; Adaptive control; Control (management); Magnet; Physics","authors":[{"name":"Zi‐Jiang Yang","is_ca":false},{"name":"Hiroshi Tsubakihara","is_ca":false},{"name":"Shunshoku Kanae","is_ca":false},{"name":"Kiyoshi Wada","is_ca":false},{"name":"Chun‐Yi Su","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01487711905660067,"gpt":0.2064132420486114,"spread":0.1915361229920108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056554,0.000617464,0.0005926851,0.0001918927,0.0002843156,0.0008719172,0.0008472356,0.0006372705,0.0007880316],"category_scores_gemma":[0.0008976754,0.0001732429,0.0002691605,0.0001826024,0.0006127219,0.0004636622,0.0007777943,0.0004388865,0.0002072802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885785,"about_ca_system_score_gemma":0.000487875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677464,"about_ca_topic_score_gemma":0.002559623,"domain_scores_codex":[0.9997154,0.00005873929,0.00001882168,0.0000678028,0.0000878052,0.0000514361],"domain_scores_gemma":[0.9996625,0.0000865786,0.00009551725,0.00002215335,0.0001147649,0.00001843544],"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":[0.000631151,0.0001355681,0.001060972,0.0006199459,0.0001198922,0.0008447382,0.0004159949,0.7330305,0.1396221,0.020581,0.001803104,0.1011351],"study_design_scores_gemma":[0.00003674611,0.0002176287,0.0002663583,0.000005762263,0.000009378084,0.00003096053,0.00001450023,0.9936252,0.004035513,0.0007654188,0.0009844851,0.000008056182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08030494,0.0003808599,0.9124771,0.0002235299,0.0001540085,0.00005065155,0.00003642239,0.0005728065,0.005799702],"genre_scores_gemma":[0.9866446,0.0001103718,0.01043215,0.0000365236,0.00003654454,0.00005323862,0.00003239019,0.0000138988,0.002640217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003677464,"threshold_uncertainty_score":0.007312119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107118203","doi":"10.1109/acc.2005.1470115","title":"Implementation and model verification of a magnetic levitation system","year":2005,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Magnetic levitation; Levitation; Nonlinear system; Computer science; Calibration; Range (aeronautics); Control engineering; Control theory (sociology); Magnet; Engineering; Mechanical engineering; Mathematics; Aerospace engineering; Physics; Artificial intelligence; Control (management)","authors":[{"name":"Robert B. Owen","is_ca":true},{"name":"Manfredi Maggiore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007765750793835801,"gpt":0.2203460131682502,"spread":0.2125802623744144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174083,0.0005433119,0.0005150762,0.000279826,0.0005371832,0.0009054228,0.001690767,0.0009090243,0.004196298],"category_scores_gemma":[0.00256681,0.0002953021,0.0003674909,0.0001341218,0.0005907909,0.0009870416,0.0008661209,0.001071104,0.001066949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902023,"about_ca_system_score_gemma":0.00115518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024237,"about_ca_topic_score_gemma":0.001179848,"domain_scores_codex":[0.9991886,0.0001464838,0.00006417556,0.0001270767,0.0003990426,0.00007457912],"domain_scores_gemma":[0.9988868,0.0002675602,0.0001013477,0.0002835664,0.0004231014,0.00003773807],"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":[0.0008515121,0.000699177,0.002970008,0.001511793,0.0001090151,0.0007711755,0.0007560242,0.4313514,0.3856616,0.02319622,0.003931424,0.1481907],"study_design_scores_gemma":[0.0002413993,0.001042745,0.001158734,0.00004166873,0.00002216351,0.0001276602,0.00006753416,0.804213,0.1807127,0.0009944594,0.01133374,0.00004415296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1504152,0.00009190782,0.830635,0.0006401733,0.0002622163,0.0005908598,0.0003218536,0.006341371,0.01070149],"genre_scores_gemma":[0.9180314,0.00006111476,0.07697747,0.0000590337,0.00001716207,0.0004110142,0.0003128454,0.0001201982,0.004009798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004196298,"threshold_uncertainty_score":0.01403797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329214238","doi":"","title":"Mathematical modelling and simulation quarter car vehicle suspension","year":2014,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Suspension (topology); MATLAB; Block diagram; Mathematical model; Control theory (sociology); Simulation; State space; Car model; Active suspension; Quarter (Canadian coin); Computer science; Control engineering; Engineering; Automotive engineering; Mathematics; Artificial intelligence; Actuator","authors":[{"name":"P. Sathishkumar","is_ca":false},{"name":"J. Jancirani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079549554519358,"gpt":0.2055320257228326,"spread":0.1947365301776391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002236894,0.0005618869,0.0005672456,0.0005795474,0.0003616483,0.0008207639,0.001196078,0.0009079415,0.007275234],"category_scores_gemma":[0.0003279255,0.0002352526,0.0007108577,0.0003708577,0.0003873976,0.0006645183,0.0005603419,0.0006869622,0.001547703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131253,"about_ca_system_score_gemma":0.0005917047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378914,"about_ca_topic_score_gemma":0.001556476,"domain_scores_codex":[0.9998147,0.00003232447,0.00001480899,0.00002770703,0.00008972678,0.00002077965],"domain_scores_gemma":[0.9998597,0.00003612366,0.00002566157,0.00001919106,0.00005351418,0.000005838225],"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":[0.00004036677,0.00003851945,0.0004740023,0.0003373345,0.00002166998,0.0002474621,0.0001483589,0.927056,0.01031676,0.04322979,0.001457572,0.01663215],"study_design_scores_gemma":[0.000009569963,0.00005099696,0.0002486068,0.00001731329,0.000007171393,0.0001110835,0.00002471901,0.9837013,0.001398043,0.005421438,0.00899777,0.00001202754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02294721,0.000819304,0.9316607,0.0002329699,0.0001297817,0.0001397475,0.0006423962,0.001417648,0.04201026],"genre_scores_gemma":[0.8172974,0.002138672,0.1261179,0.0001220179,0.0000912724,0.0009184778,0.001418627,0.0002272374,0.05166844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007275234,"threshold_uncertainty_score":0.02433807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078093848","doi":"10.1016/j.automatica.2014.12.047","title":"Small-time local controllability of spacecraft attitude using control moment gyros","year":2015,"lang":"en","type":"article","venue":"Automatica","topic":"Magnetic Bearings and Levitation Dynamics","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":"York University","funders":"","keywords":"Controllability; Control theory (sociology); Moment (physics); Spacecraft; Attitude control; Control (management); Control moment gyroscope; Controller (irrigation); Computer science; Aerospace engineering; Control engineering; Physics; Engineering; Mathematics; Classical mechanics; Artificial intelligence; Applied mathematics","authors":[{"name":"Haichao Gui","is_ca":true},{"name":"Lei Jin","is_ca":false},{"name":"Shijie Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02305138985481241,"gpt":0.2166730487440702,"spread":0.1936216588892578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001767871,0.0003420822,0.0002262973,0.0001761341,0.0002003954,0.0004449681,0.0001971809,0.0001428836,0.000970313],"category_scores_gemma":[0.0009060054,0.00008136571,0.0001793003,0.0001089104,0.0005084496,0.000365249,0.0003465555,0.0003100395,0.0000903991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684287,"about_ca_system_score_gemma":0.0001395533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145136,"about_ca_topic_score_gemma":0.001316176,"domain_scores_codex":[0.9999055,0.00002149678,0.000003262565,0.00003201173,0.00002397887,0.00001380374],"domain_scores_gemma":[0.9997099,0.0001161491,0.00007267483,0.00003274068,0.00004000057,0.00002847771],"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":[0.001509632,0.0001456946,0.003002145,0.0002618615,0.0001017271,0.0004312274,0.0006072561,0.4447428,0.3317398,0.09300735,0.001684125,0.1227665],"study_design_scores_gemma":[0.00004858515,0.0004534911,0.00197443,0.000005683433,0.00001598537,0.00004568093,0.0000441657,0.9718704,0.01498206,0.009608514,0.0009360902,0.00001477214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3558033,0.0002333243,0.6362932,0.0001668746,0.0000924788,0.00001778752,0.0000341374,0.0004500148,0.006908932],"genre_scores_gemma":[0.9972682,0.00002637932,0.001858312,0.000008428275,0.00001323336,0.000006878787,0.000007646534,0.000009780719,0.0008012059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001145136,"threshold_uncertainty_score":0.003246009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}