{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":198,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":198,"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"},"query_hash":"a08364a2838f","filters":{"venue":"Journal of Vibration and Control"}},"results":[{"id":"W3128777719","doi":"10.1177/1077546320984305","title":"Vibration suppression of structures using tuned mass damper technology: A state-of-the-art review","year":2021,"lang":"en","type":"review","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":265,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; Concordia University","funders":"National Natural Science Foundation of China","keywords":"Tuned mass damper; Damper; Vibration; Vibration control; Structural engineering; Engineering; Control theory (sociology); Realization (probability); Computer science; Physics; Acoustics; Mathematics; Control (management); Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01620363982775067,"gpt":0.2735751112892802,"spread":0.2573714714615296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077706,0.0002547791,0.001664886,0.0002073223,0.00005426072,0.00003166322,0.0002016012,0.0002614173,0.00009162447],"category_scores_gemma":[0.0002224245,0.0001478546,0.0004372374,0.000380187,0.00007057437,0.0002320114,0.00002793054,0.0004043358,5.597225e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003276409,"about_ca_system_score_gemma":0.0001784296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.811441e-7,"about_ca_topic_score_gemma":6.795581e-7,"domain_scores_codex":[0.9977601,0.0002459445,0.001448194,0.0001275004,0.0002898518,0.0001283928],"domain_scores_gemma":[0.9984263,0.0001215199,0.0008930935,0.0002094874,0.000292323,0.00005729535],"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":[0.00005501898,0.00007077731,0.00003319821,0.03407592,0.001185242,0.0000165696,0.00005158595,0.003681143,0.05875287,0.001742468,0.002259242,0.8980759],"study_design_scores_gemma":[0.00547286,0.0007513458,0.0001022612,0.1750177,0.007375648,0.00081558,0.0000637262,0.03541902,0.009435719,0.003455958,0.7606518,0.001438374],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003433296,0.9109812,0.08784362,0.0002340116,0.0004094132,0.0004239236,0.00002747301,0.00001490438,0.00003115351],"genre_scores_gemma":[0.003231676,0.9952264,0.00127325,0.0001104326,0.00009516157,0.000008235791,0.00001026337,0.00002248016,0.00002214426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8966376,"threshold_uncertainty_score":0.6029338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155365239","doi":"10.1177/1077546307080040","title":"A Numerical Model to Predict Damaged Bearing Vibrations","year":2007,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bearing (navigation); Vibration; Computer simulation; Ball (mathematics); Structural engineering; Computer science; Finite element method; Mechanics; Control theory (sociology); Acoustics; Engineering; Simulation; Physics; Mathematical analysis; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.007265618861192028,"gpt":0.2190999354954349,"spread":0.2118343166342429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251731,0.00006316806,0.0001180969,0.0001465795,0.00004197015,0.00002073179,0.00005045375,0.00004758346,0.0000104357],"category_scores_gemma":[0.00005333056,0.00005953427,0.00003133472,0.0001116029,0.000007170288,0.0002256185,0.00000334017,0.0001492244,0.000002895792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970253,"about_ca_system_score_gemma":0.00001449101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.326059e-7,"about_ca_topic_score_gemma":0.000001272583,"domain_scores_codex":[0.9994754,0.000009353746,0.0002756789,0.00004504833,0.00008967726,0.0001048754],"domain_scores_gemma":[0.9996728,0.00005921155,0.00004186215,0.00005229632,0.00005415856,0.0001196619],"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":[0.00003911239,0.00001384985,0.0007240624,0.000007118173,0.00003821855,0.000003779615,0.0003013311,0.9295843,0.0635669,0.0009882121,0.0002748248,0.004458271],"study_design_scores_gemma":[0.0007951288,0.000070571,0.03599915,0.00001356876,0.00002358245,0.00004118536,0.00004146791,0.9585829,0.003678683,0.0001228557,0.0005426017,0.00008824501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05588524,0.0001549615,0.9429022,0.0004037713,0.0001208769,0.0000628238,0.000001452168,0.00004638295,0.0004222495],"genre_scores_gemma":[0.992093,0.00001306601,0.00749246,0.000243924,0.0001290486,0.000002060997,7.252763e-7,0.000008873925,0.00001687792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9362077,"threshold_uncertainty_score":0.2427737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030928743","doi":"10.1177/1077546313493919","title":"Chatter detection in milling machines by neural network classification and feature selection","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Artificial neural network; Perceptron; Artificial intelligence; Pattern recognition (psychology); Signal processing; Engineering; Feature selection; Feature extraction; Radial basis function; Noise (video); Entropy (arrow of time); Multilayer perceptron; Computer science; Noise reduction; Electronic engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.003123031739783147,"gpt":0.1900955392893788,"spread":0.1869725075495956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006762072,0.00006075858,0.00008921829,0.00005320833,0.00004467051,0.00006270115,0.00001510205,0.00004955902,0.000005829376],"category_scores_gemma":[0.00001159883,0.0000518409,0.00001142026,0.00008026619,0.000005984764,0.0004958357,0.000001546609,0.000135555,2.547204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001394052,"about_ca_system_score_gemma":0.000002586966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003052153,"about_ca_topic_score_gemma":0.00001351671,"domain_scores_codex":[0.9996588,0.00001733608,0.0001578206,0.00004912467,0.00004990508,0.00006703652],"domain_scores_gemma":[0.9997985,0.00002205976,0.00008335347,0.00001689464,0.00005051635,0.00002861333],"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":[0.0000615399,0.00001171217,0.01010559,0.000043359,0.00002117694,3.659619e-7,0.0001780305,0.691183,0.1345822,0.0000295866,0.0004970299,0.1632863],"study_design_scores_gemma":[0.0005603253,0.00005797686,0.02207902,0.00001603085,0.000008856058,0.00001837617,0.00002499866,0.9763548,0.0004792801,0.0001718504,0.000174792,0.00005368972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.319122,0.001617764,0.6781122,0.0008318285,0.0001571875,0.0001091101,5.273278e-7,0.00002240149,0.00002693301],"genre_scores_gemma":[0.9980642,0.0003183723,0.001281617,0.0001628535,0.0001465379,0.000005175102,0.000001946111,0.00000788666,0.00001137054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6789422,"threshold_uncertainty_score":0.211401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125331357","doi":"10.1177/1077546306062097","title":"Detection of Induction Motor Faults: A Comparison of Stator Current, Vibration and Acoustic Methods","year":2006,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Dairy Farmers of Ontario","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Stator; Induction motor; Vibration; Rotor (electric); Fault (geology); Bar (unit); Noise (video); Control theory (sociology); Fault detection and isolation; Engineering; Rolling-element bearing; Bearing (navigation); Acoustics; Computer science; Physics; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01007658822057299,"gpt":0.3261345867282182,"spread":0.3160579985076452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026479,0.00008964306,0.0002761457,0.0002047961,0.00002672603,0.00001814049,0.00003252162,0.00006474312,0.000004671911],"category_scores_gemma":[0.00008373368,0.00008069123,0.0000428405,0.00009366599,0.00002412175,0.0003493858,0.000004435639,0.0001445265,7.278068e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848689,"about_ca_system_score_gemma":0.00001294835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001571622,"about_ca_topic_score_gemma":0.00001910375,"domain_scores_codex":[0.999064,0.00009282609,0.0005870243,0.00005931227,0.0001346711,0.00006213843],"domain_scores_gemma":[0.9992668,0.0001079975,0.0003937641,0.00005256611,0.0001450448,0.00003379979],"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":[0.00006787358,0.00006123139,0.001718805,0.0001030962,0.00002576998,1.406351e-7,0.00009968611,0.002827616,0.9300265,0.0000605491,0.00007338604,0.0649353],"study_design_scores_gemma":[0.001362516,0.0005027432,0.03915108,0.0001017699,0.0001236735,0.00001234286,0.0001036049,0.3767301,0.5808858,0.0005289813,0.0003875612,0.0001098821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.389985,0.001198558,0.6085028,0.00003028622,0.0001265497,0.0001168604,0.000006371428,0.00002017042,0.00001336954],"genre_scores_gemma":[0.9920007,0.0001634714,0.007695854,0.000007298545,0.0001129856,0.000007045233,0.000002193294,0.000009354728,0.000001112684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6020157,"threshold_uncertainty_score":0.3290493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159564144","doi":"10.1177/1077546306059853","title":"Semi-active Vibration Control Schemes for Suspension Systems Using Magnetorheological Dampers","year":2006,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":108,"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":"Skyhook; Magnetorheological fluid; Sprung mass; Damper; Control theory (sociology); Magnetorheological damper; Displacement (psychology); Suspension (topology); Vibration control; Vibration; Engineering; Structural engineering; Controller (irrigation); Acceleration; Tuned mass damper; Computer science; Mathematics; Control (management); Acoustics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.009712312398064728,"gpt":0.214277744031903,"spread":0.2045654316338383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984476,0.0001808105,0.0004244739,0.0001190273,0.0001373302,0.0001331168,0.00007173176,0.0001808759,0.00004124262],"category_scores_gemma":[0.00009083477,0.0001336023,0.0001310744,0.00008504255,0.00005157155,0.0005487826,0.000005288634,0.0001529642,0.000001493899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005564265,"about_ca_system_score_gemma":0.00003651956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006528784,"about_ca_topic_score_gemma":0.000003711765,"domain_scores_codex":[0.9987271,0.00009453182,0.0006455999,0.0001299898,0.0002001551,0.0002025742],"domain_scores_gemma":[0.9991081,0.0002426248,0.0002088192,0.00007134712,0.0002746577,0.00009450194],"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":[0.0007801863,0.00006433239,0.0008176806,0.00005013036,0.0001403233,0.000009687004,0.00003762517,0.1823485,0.7969669,0.01656491,0.0005700195,0.001649785],"study_design_scores_gemma":[0.005740855,0.0004463307,0.002897806,0.00003566538,0.0001208871,0.00007346534,0.00009601842,0.9841868,0.003605866,0.0005269222,0.002071417,0.0001979224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1441691,0.001447301,0.8527014,0.0004238764,0.0005651508,0.000424432,0.00002052258,0.00005695215,0.0001912785],"genre_scores_gemma":[0.9977529,0.00004419727,0.001119255,0.0002532924,0.0007559962,0.0000152615,0.00001003418,0.00001594688,0.00003312312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8535838,"threshold_uncertainty_score":0.5448144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006472964","doi":"10.1177/1077546304044795","title":"Frequency Response of a Piecewise Linear Vibration Isolator","year":2004,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":102,"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":"Isolator; Piecewise linear function; Vibration isolation; Piecewise; Nonlinear system; Control theory (sociology); Frequency response; Vibration; Perturbation (astronomy); Stiffness; Mathematics; Mathematical analysis; Structural engineering; Computer science; Physics; Engineering; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.005654812418720666,"gpt":0.2038636649943618,"spread":0.1982088525756412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003558203,0.0001021391,0.000254414,0.0001263406,0.00004280596,0.00002738926,0.00006754762,0.00009570555,0.00005850771],"category_scores_gemma":[0.0001752054,0.00007758236,0.0000876006,0.0001114564,0.00003572369,0.0004434455,0.000004338375,0.0001362401,0.000004187817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651579,"about_ca_system_score_gemma":0.00006874324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001596617,"about_ca_topic_score_gemma":0.000002192656,"domain_scores_codex":[0.9990488,0.00007051828,0.0005513488,0.00006361985,0.0001660899,0.00009963419],"domain_scores_gemma":[0.9994228,0.00009871064,0.0001468739,0.00007460989,0.0001628997,0.00009414137],"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":[0.0006106574,0.00005055482,0.0003667059,0.00001907305,0.00007078163,0.000008634132,0.0002322783,0.02638579,0.9668462,0.004188472,0.00005234135,0.001168564],"study_design_scores_gemma":[0.05015519,0.007350281,0.1273249,0.000510736,0.0005063217,0.0005180006,0.0005786081,0.4643595,0.3188092,0.02686218,0.001738926,0.001286181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4251304,0.0009057172,0.5720303,0.001480647,0.0002070149,0.0001057201,0.000006460941,0.00002970279,0.000104087],"genre_scores_gemma":[0.9962925,0.0001070881,0.003059111,0.0003412575,0.0001753897,0.000002838668,0.000001143794,0.000009181414,0.0000114544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.648037,"threshold_uncertainty_score":0.3163717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986746716","doi":"10.1177/1077546314568172","title":"Utilizing gradient boosted machine for the prediction of damage to residential structures owing to blasting vibrations of open pit mining","year":2015,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Rock blasting; Roof; Structural engineering; Vibration; Engineering; Mathematics; Geotechnical engineering; Acoustics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02456392281011216,"gpt":0.2678874392622954,"spread":0.2433235164521832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003431503,0.00007662167,0.000188843,0.0001275858,0.00007880403,0.00008101937,0.0001363444,0.00002911353,0.000003081282],"category_scores_gemma":[0.0002574111,0.00005522835,0.00004183338,0.0001058674,0.00001068345,0.0003288407,0.00002891366,0.00007550702,5.144847e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002660559,"about_ca_system_score_gemma":0.00003571353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000138724,"about_ca_topic_score_gemma":0.00003018661,"domain_scores_codex":[0.999231,0.00002252873,0.0004374565,0.00005841121,0.0001504741,0.0001001461],"domain_scores_gemma":[0.9993441,0.0001034176,0.000170421,0.00007393341,0.0002303011,0.00007789487],"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":[0.0005884019,0.00001138006,0.002487377,0.00006752704,0.0002000041,0.000001850635,0.006300349,0.4412281,0.5360851,0.0008957575,0.001281319,0.0108528],"study_design_scores_gemma":[0.00865566,0.001882919,0.09175083,0.0008282636,0.0004689929,0.00006765756,0.01098844,0.6468971,0.2342771,0.001524236,0.002316219,0.0003426343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4017836,0.0001604581,0.5963714,0.0003407022,0.0007781927,0.0004068771,0.00002581543,0.00000972737,0.000123259],"genre_scores_gemma":[0.9917017,0.000004663897,0.007899551,0.00006624972,0.0003024057,0.000007665033,0.00000166242,0.00001055022,0.000005513184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5899181,"threshold_uncertainty_score":0.2252147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988434999","doi":"10.1177/1077546306068059","title":"Frequency Response and Jump Avoidance in a Nonlinear Passive Engine Mount","year":2006,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":87,"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":"Control theory (sociology); Nonlinear system; Jump; Isolator; Mount; Frequency response; Perturbation (astronomy); Parametric statistics; Vibration isolation; Stiffness; Displacement (psychology); Vibration; Acceleration; Engineering; Mathematics; Physics; Structural engineering; Computer science; Acoustics; Classical mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.002179454093555745,"gpt":0.1793895911781499,"spread":0.1772101370845942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002524515,0.00009214046,0.0001929668,0.0001535384,0.00003086946,0.00005903709,0.00003603379,0.00005798024,0.00001344185],"category_scores_gemma":[0.00005279545,0.00008101272,0.00003152281,0.00008572076,0.00001634564,0.0003693055,0.000002905897,0.0001559979,0.000001530342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003771091,"about_ca_system_score_gemma":0.00003155734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009423816,"about_ca_topic_score_gemma":0.00003911532,"domain_scores_codex":[0.9992813,0.00006269282,0.0003768235,0.0000644504,0.0001095875,0.0001051455],"domain_scores_gemma":[0.9996122,0.0001200165,0.0000922382,0.00005072183,0.00007147708,0.00005330445],"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":[0.0008859332,0.00008934999,0.00926031,0.00004476139,0.00006998808,0.0001007951,0.0003621675,0.03264894,0.9409015,0.001499949,0.0004042755,0.01373207],"study_design_scores_gemma":[0.01047407,0.0003545883,0.2248055,0.0001048258,0.0000501612,0.0001287492,0.0001246203,0.747794,0.01225733,0.001215169,0.002393174,0.0002978212],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360728,0.001717901,0.06020353,0.001687248,0.00009929205,0.0001120696,0.000008521889,0.00001979951,0.00007880676],"genre_scores_gemma":[0.998464,0.0001055836,0.0009354643,0.0002274097,0.0002352705,0.00000493271,0.00000102207,0.000009745487,0.00001661107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9286441,"threshold_uncertainty_score":0.3303603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037724878","doi":"10.1177/1077546304042058","title":"Dynamics and Trajectory Tracking Control of a Two-Link Robot Manipulator","year":2004,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); Inverse dynamics; Trajectory; Fuzzy logic; Nonlinear system; Variable structure control; Linear-quadratic regulator; Kinematics; Computer science; Sliding mode control; Engineering; Mathematics; Optimal control; Physics; Control (management); Mathematical optimization; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.006377423896081758,"gpt":0.2037082438619642,"spread":0.1973308199658824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298098,0.000118364,0.0003900893,0.00008686871,0.0000324733,0.00005390356,0.00006575525,0.00007362186,0.000005014707],"category_scores_gemma":[0.00002409133,0.0001008466,0.00009173737,0.00004821797,0.00001973063,0.0002131953,0.00000357736,0.0001600065,4.114635e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005879171,"about_ca_system_score_gemma":0.00002925958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008223905,"about_ca_topic_score_gemma":0.0000496482,"domain_scores_codex":[0.9990552,0.00003049168,0.0005464017,0.000072433,0.0001721221,0.0001233224],"domain_scores_gemma":[0.9994532,0.00006172486,0.0002153497,0.00006552989,0.00009409468,0.0001100338],"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":[0.0004759568,0.0001178436,0.001770482,0.000218451,0.0007391394,0.00004983835,0.0003651614,0.5014094,0.3540726,0.0750815,0.000006977915,0.0656926],"study_design_scores_gemma":[0.01232987,0.0003390572,0.004844255,0.0001233425,0.0001415133,0.0001168538,0.00009009525,0.9790534,0.000519489,0.002262471,0.00002479477,0.0001547958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1816492,0.001513869,0.8156034,0.0007305804,0.0002489513,0.0001484751,0.000008939765,0.00001798412,0.00007867673],"genre_scores_gemma":[0.9990855,0.00007508061,0.0004953463,0.0001263711,0.00019408,0.000002383787,6.955819e-7,0.00001584575,0.000004672385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8174363,"threshold_uncertainty_score":0.4112407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387735184","doi":"10.1177/10775463231206229","title":"Doubly curved truss core composite shell system for broadband diffuse acoustic insulation","year":2023,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Truss; Sandwich panel; Shell (structure); Sound transmission class; Curvature; Structural engineering; Sandwich-structured composite; Stiffness; Materials science; Core (optical fiber); Acoustics; Engineering; Physics; Composite material; Geometry; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02157482530940618,"gpt":0.252643103373304,"spread":0.2310682780638978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003407213,0.00009408418,0.0002210699,0.0001851793,0.00007792043,0.0000891647,0.00007229229,0.00005475803,0.00000559304],"category_scores_gemma":[0.0000524699,0.0000798641,0.00005507182,0.0001465097,0.00001366825,0.0002070018,0.000007660401,0.0001210742,0.000006346722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000718336,"about_ca_system_score_gemma":0.00002479711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001173993,"about_ca_topic_score_gemma":0.000001305677,"domain_scores_codex":[0.9991685,0.00002674977,0.0003617778,0.00006930791,0.0002147293,0.0001589192],"domain_scores_gemma":[0.9993304,0.0002313311,0.0001045701,0.000070625,0.0001610146,0.0001020581],"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":[0.0003991174,0.00003005311,0.0006645407,0.0003614336,0.0001458799,0.00001234868,0.0003172393,0.2395179,0.7554609,0.0002651679,0.0005510217,0.002274361],"study_design_scores_gemma":[0.005121496,0.0001426731,0.01296557,0.00006134855,0.00006238056,0.00002285287,0.0001768733,0.9801815,0.0009114196,0.0001534559,0.0001105256,0.00008995309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5556495,0.0002137416,0.443126,0.0001660439,0.0003227178,0.0003159146,0.00002304336,0.00008022291,0.0001028203],"genre_scores_gemma":[0.9993235,0.00003936477,0.0002424334,0.00002806575,0.0002795248,0.00001194449,0.00000853227,0.0000211731,0.00004547837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7545495,"threshold_uncertainty_score":0.3256764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015638609","doi":"10.1177/1077546309106520","title":"Nonlinear Analysis of MEMS Electrostatic Microactuators: Primary and Secondary Resonances of the First Mode*","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":67,"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":"Microactuator; Nonlinear system; Microbeam; Cantilever; Control theory (sociology); Excitation; Physics; Multiple-scale analysis; Actuator; Classical mechanics; Engineering; Structural engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.002371389957223051,"gpt":0.1946183690372853,"spread":0.1922469790800622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008339925,0.00005477682,0.0002256124,0.0001079122,0.00002631517,0.00000888773,0.000059799,0.0000451108,0.000005942166],"category_scores_gemma":[0.00002764585,0.00003534647,0.00005862111,0.0001420648,0.0000603596,0.0001355679,0.000007454802,0.0001700593,2.174047e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004929338,"about_ca_system_score_gemma":0.00001833721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002040967,"about_ca_topic_score_gemma":0.00006958181,"domain_scores_codex":[0.9995725,0.000003060634,0.0002554056,0.00003801188,0.00007690533,0.00005408504],"domain_scores_gemma":[0.9996228,0.00005857706,0.0001778313,0.00007225382,0.00005227798,0.00001627744],"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":[0.00002948977,0.00001279284,0.0006828932,0.00003526942,0.0002108513,4.006257e-7,0.0001179927,0.0004549719,0.9898895,0.00008516046,0.00003764613,0.008443053],"study_design_scores_gemma":[0.002053793,0.0002787863,0.07362755,0.00006431242,0.0006473218,0.00002573691,0.0002179767,0.05191975,0.865279,0.001120223,0.004600346,0.0001652535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933215,0.001218184,0.005020106,0.0002640697,0.00005486534,0.00004854276,0.00001523786,0.000007461718,0.0000499903],"genre_scores_gemma":[0.9975642,0.0004352242,0.001907466,0.00006124874,0.00002078455,8.789379e-7,5.257624e-7,0.000004099842,0.000005603831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246105,"threshold_uncertainty_score":0.1441387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108315014","doi":"10.1177/1077546320975979","title":"Adaptive neural network and nonlinear electrohydraulic active suspension control system","year":2020,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Artificial neural network; Backstepping; Adaptive control; Nonlinear system; Active suspension; Parametric statistics; Radial basis function; Controller (irrigation); Control system; Sprung mass; Control engineering; Computer science; Engineering; Control (management); Artificial intelligence; Mathematics; Actuator; Damper","retraction":null,"screen_n_in":null,"score":{"opus":0.007880522772816617,"gpt":0.1869602134133924,"spread":0.1790796906405757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635547,0.0001291836,0.0003866656,0.00003643971,0.00006058097,0.00005563325,0.00004961973,0.00006730478,0.000007222534],"category_scores_gemma":[0.00002780581,0.0001028235,0.00005594362,0.00008447139,0.0000174782,0.000231317,0.000004775418,0.0001879441,0.000003049041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002564614,"about_ca_system_score_gemma":0.00002014179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002973871,"about_ca_topic_score_gemma":0.000003407742,"domain_scores_codex":[0.9991019,0.0001010151,0.0004055228,0.0000827471,0.0001576453,0.0001511877],"domain_scores_gemma":[0.9993817,0.0001312115,0.0001786105,0.00004515291,0.00008337547,0.0001799324],"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":[0.004338918,0.00006741287,0.002073154,0.000669376,0.002056313,0.0002889583,0.00666902,0.7899066,0.1234425,0.002220165,0.005842763,0.06242477],"study_design_scores_gemma":[0.002630815,0.0004068221,0.001017871,0.00006976083,0.00008042385,0.0001642668,0.0004255784,0.9942943,0.000282066,0.00001413493,0.0005109306,0.0001030598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3807972,0.004965039,0.6071185,0.00416671,0.0008093455,0.0008173364,0.00002155037,0.0001625745,0.001141804],"genre_scores_gemma":[0.9982753,0.00005168549,0.0001998403,0.0006164651,0.00083504,0.00000307496,0.000001122332,0.00001508284,0.000002390663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6174781,"threshold_uncertainty_score":0.4193022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998443753","doi":"10.1177/107754630100700402","title":"Development and Analysis of a Simplified Nonlinear Model of a Hydraulic Engine Mount","year":2001,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":67,"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":"Nonlinear system; Control theory (sociology); Mount; Perturbation (astronomy); Nonlinear model; Computer science; Describing function; Flow (mathematics); Displacement (psychology); Engineering; Mechanics; Mechanical engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01152462648877616,"gpt":0.2163004565954622,"spread":0.204775830106686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795192,0.00008098725,0.0003528404,0.0002869978,0.00002038876,0.00001648804,0.00003964233,0.00004548762,0.00001341531],"category_scores_gemma":[0.00001842432,0.00006878896,0.00006907905,0.0001956299,0.00001330897,0.0001802865,0.000004490902,0.00006670212,1.78877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001441499,"about_ca_system_score_gemma":0.0000364679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001740055,"about_ca_topic_score_gemma":0.00001102895,"domain_scores_codex":[0.9991773,0.00001413474,0.0005347921,0.00005219728,0.0001477013,0.00007392248],"domain_scores_gemma":[0.9995281,0.00004329788,0.0001814961,0.00005728969,0.0001239547,0.00006587859],"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":[0.0002075338,0.0000658865,0.001734127,0.00004046429,0.001373264,0.000002990601,0.0008795831,0.6846643,0.284421,0.0003903456,0.00001605973,0.02620448],"study_design_scores_gemma":[0.001530466,0.00005179322,0.004697845,0.00001281824,0.0003290329,0.000005168382,0.000055201,0.9845464,0.008407446,0.00002696882,0.0002750182,0.00006183448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6330187,0.0002864188,0.3664342,0.0001264315,0.00001461185,0.00004933549,0.00000595248,0.000006124023,0.00005816266],"genre_scores_gemma":[0.9951305,0.0001479384,0.004557691,0.0001129116,0.00003221438,0.000001957361,0.000002752868,0.000006305477,0.000007726521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3621118,"threshold_uncertainty_score":0.2805133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141415194","doi":"10.1177/1077546309106521","title":"Dynamics and Global Stability of Beam-based Electrostatic Microactuators","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":66,"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":"Physics; Bistability; Mathematical analysis; Bifurcation; Classical mechanics; Mathematics; Nonlinear system; Quantum mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.003105455222007121,"gpt":0.2177758598112779,"spread":0.2146704045892708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794047,0.00005951469,0.0001672009,0.00001615019,0.00002841811,0.00002429363,0.00003896495,0.00002865604,0.0001146177],"category_scores_gemma":[0.00004295778,0.0000432797,0.00005248435,0.00004377385,0.00004652329,0.00007303619,0.000005381274,0.0001371725,2.678295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007261936,"about_ca_system_score_gemma":0.00007063866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007792973,"about_ca_topic_score_gemma":0.000009402765,"domain_scores_codex":[0.9994759,0.00002358527,0.0002587429,0.00005813315,0.0001050831,0.00007857329],"domain_scores_gemma":[0.9994636,0.0001062186,0.0001741898,0.00004682767,0.0000988193,0.0001103907],"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":[0.0007046817,0.0004925777,0.2339956,0.0000492448,0.0001583707,0.000001711158,0.00006732125,0.00001382314,0.2863534,0.3984413,0.00003178767,0.0796902],"study_design_scores_gemma":[0.02018967,0.003232709,0.1993682,0.00009650963,0.0006266754,0.00002327149,0.0007864197,0.3198966,0.2643486,0.1901352,0.0005354446,0.000760722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627871,0.00002251845,0.1363045,0.0006454041,0.00004367573,0.00005538862,0.00002295278,0.000001388528,0.0001170695],"genre_scores_gemma":[0.9989372,0.000001089324,0.0009037062,0.0001068734,0.00004456525,6.949699e-7,0.000001630009,0.000002224404,0.000001944937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3198828,"threshold_uncertainty_score":0.1764895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116651418","doi":"10.1177/107754630000600303","title":"Bearing Diagnostics Based on Pattern Recognition of Statistical Parameters","year":2000,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; National Research Council Canada","funders":"","keywords":"Pattern recognition (psychology); Feature vector; Crest factor; Artificial intelligence; Linear discriminant analysis; Kurtosis; Transformation (genetics); Feature (linguistics); Bearing (navigation); Mathematics; Computer science; Cluster analysis; Feature extraction; Statistics; Bandwidth (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.006656068811905009,"gpt":0.1983171319291985,"spread":0.1916610631172935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009617183,0.00004498396,0.0001210233,0.00006751798,0.00001396127,0.00002245582,0.00002223859,0.00002555178,0.0001161065],"category_scores_gemma":[0.00003443163,0.00003915794,0.00003833428,0.00003624893,0.000009850687,0.00004605668,7.755761e-7,0.00007920274,0.00000309756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008672915,"about_ca_system_score_gemma":0.000005988552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004149762,"about_ca_topic_score_gemma":0.000003082521,"domain_scores_codex":[0.9995905,0.000018883,0.0002043557,0.00003210412,0.0001033896,0.00005072547],"domain_scores_gemma":[0.9997097,0.0001356898,0.00004561533,0.00003439534,0.0000362515,0.00003830678],"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":[0.0001122359,0.00009180552,0.00703574,0.00004975211,0.0001423353,0.0000163531,0.00008534465,0.4244136,0.002182392,0.00002078685,0.0001411064,0.5657086],"study_design_scores_gemma":[0.0007792872,0.0001832475,0.02026189,0.00004560813,0.00008436274,0.000003363699,0.000009842285,0.9780273,0.0003813329,0.0001333399,0.00003826405,0.00005212587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5140924,0.00002884844,0.4854791,0.0001020087,0.00004622447,0.00003107646,0.00001804413,0.000006708108,0.0001955984],"genre_scores_gemma":[0.9985462,0.00008126836,0.001202717,0.000132066,0.00002469324,5.817342e-7,0.00000454353,0.000005249503,0.000002652085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5656564,"threshold_uncertainty_score":0.1596814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052106483","doi":"10.1177/1077546314543726","title":"Smart damping of fuzzy fiber reinforced composite plates using 1--3 piezoelectric composites","year":2014,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":60,"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":"Materials science; Composite material; Constrained-layer damping; Waviness; Carbon nanotube; Composite number; Transverse plane; Piezoelectricity; Fiber; Fiber-reinforced composite; Vibration; Finite element method; Structural engineering; Vibration control; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.00387097375877635,"gpt":0.1900885012033567,"spread":0.1862175274445803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387667,0.00009314225,0.000282443,0.0001965098,0.00005906566,0.00005507538,0.00005415218,0.00004480519,0.00002324854],"category_scores_gemma":[0.00001386965,0.00007963185,0.00008095166,0.0001537765,0.00001465075,0.0002280962,0.000005353615,0.00009464387,4.694226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002021078,"about_ca_system_score_gemma":0.000009207895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004203254,"about_ca_topic_score_gemma":0.000001526695,"domain_scores_codex":[0.9992632,0.00003530803,0.0004364694,0.00005083198,0.0001294559,0.00008469345],"domain_scores_gemma":[0.9994417,0.0000813162,0.0002296117,0.00006314016,0.0001356418,0.00004857762],"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":[0.00004115396,0.000003638597,0.0005500983,0.00002359988,0.0001077736,5.730649e-7,0.000076783,0.6533839,0.3408892,0.0002493982,0.00002469419,0.004649295],"study_design_scores_gemma":[0.0008828659,0.00008988349,0.001357617,0.0000487486,0.0001365712,0.00003573782,0.000007675877,0.9823214,0.01478266,0.00007310349,0.0001794599,0.00008431534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4435551,0.0004362549,0.5550823,0.00006257849,0.00007840262,0.00005799449,0.000001299301,0.0000148775,0.0007112439],"genre_scores_gemma":[0.9953475,0.00004146223,0.004414057,0.00007373607,0.00009909455,2.461962e-7,0.000003863739,0.00000918164,0.0000108651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5517924,"threshold_uncertainty_score":0.3247293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W835864035","doi":"10.1177/1077546315585219","title":"Multi-objective optimization of a hybrid electromagnetic suspension system for ride comfort, road holding and regenerated power","year":2015,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":58,"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":"Suspension (topology); Damper; Power (physics); Multi-objective optimization; Engineering; Automotive engineering; Active suspension; Component (thermodynamics); Control theory (sociology); Computer science; Control engineering; Electrical engineering; Actuator; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01057427896124004,"gpt":0.2097494750101655,"spread":0.1991751960489254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003086946,0.00009862352,0.0002810048,0.0001004389,0.00004554488,0.00004196995,0.0000349325,0.00004890234,0.0000043901],"category_scores_gemma":[0.0001083833,0.00007526784,0.0000458572,0.00006473091,0.00002196226,0.0002472056,0.000005032374,0.00007528013,1.504321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499373,"about_ca_system_score_gemma":0.00003145815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002232302,"about_ca_topic_score_gemma":0.00000184597,"domain_scores_codex":[0.9992402,0.00005694461,0.0004127407,0.00007591025,0.0001138398,0.0001004215],"domain_scores_gemma":[0.9993227,0.00005923143,0.0001562512,0.0000453606,0.0003168436,0.00009957618],"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":[0.0006953477,0.00004312261,0.0002584443,0.00006598775,0.0001324409,0.00000837521,0.000204981,0.4290602,0.567504,0.0006724526,0.0001995035,0.001155108],"study_design_scores_gemma":[0.005348024,0.0007949864,0.0006356121,0.0000549493,0.00006124207,0.0001028534,0.0001501691,0.9694716,0.02324396,0.00003073131,0.00001935845,0.00008650329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2525646,0.001388189,0.7454329,0.0001082415,0.0001773453,0.0002400489,0.000006448372,0.00002598183,0.00005623659],"genre_scores_gemma":[0.9928082,0.00005925103,0.006979966,0.00005114381,0.00006665099,0.00000628705,0.000004036257,0.00001024029,0.00001421338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7402436,"threshold_uncertainty_score":0.3069333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970339266","doi":"10.1177/1077546311419546","title":"Vibration suppression using two-terminal flywheel. Part I: Modeling and characterization","year":2011,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Beijing Municipal Science and Technology Commission; Natural Science Foundation of Chongqing; Natural Sciences and Engineering Research Council of Canada; Chongqing Science and Technology Commission; National Natural Science Foundation of China","keywords":"Flywheel; Terminal (telecommunication); Vibration; Control theory (sociology); Engineering; Ideal (ethics); Structural engineering; Rotation (mathematics); Topology (electrical circuits); Computer science; Mechanical engineering; Physics; Acoustics; Electrical engineering; Control (management); Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.01619808690059091,"gpt":0.2180198155774273,"spread":0.2018217286768363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591379,0.00010082,0.0001821733,0.0001468725,0.00008369057,0.00007802523,0.00003509129,0.00005621253,0.00006601353],"category_scores_gemma":[0.00001203221,0.00008812595,0.00004295676,0.00007128919,0.00001482654,0.0009212137,0.000006275469,0.0000953512,7.746899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001644111,"about_ca_system_score_gemma":0.00001818795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003686225,"about_ca_topic_score_gemma":0.000004914179,"domain_scores_codex":[0.999262,0.00004453053,0.0004019546,0.00007634868,0.0001274873,0.00008767664],"domain_scores_gemma":[0.9996061,0.000010801,0.0001510444,0.00005571169,0.00009261994,0.00008377581],"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":[0.000328719,0.00008095649,0.003433093,0.00008329726,0.0002321849,0.00002330886,0.002565069,0.1488717,0.8190449,0.001204308,0.00003432159,0.02409817],"study_design_scores_gemma":[0.000892605,0.00005567551,0.001109791,0.00003970973,0.00008942796,0.00006265735,0.00009744212,0.9959716,0.001399848,0.0001589796,0.000029852,0.00009243319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.330238,0.00007598162,0.6693519,0.00004577664,0.0001346227,0.00004744777,0.000003249498,0.00001684738,0.00008613546],"genre_scores_gemma":[0.9971373,0.0001175718,0.002405504,0.0001328988,0.0001743702,0.00000140161,0.00001040136,0.00001164019,0.000008925681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8470999,"threshold_uncertainty_score":0.3593672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001173471","doi":"10.1177/1077546307073675","title":"Flexural-flexural-torsional Nonlinear Vibrations of Pre-twisted Rotating Beams with Asymmetric Cross-sections","year":2007,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Flexural strength; Vibration; Beam (structure); Nonlinear system; Torsional vibration; Cross section (physics); Structural engineering; Physics; Engineering; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.005750796501095989,"gpt":0.2425793655307232,"spread":0.2368285690296272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004064725,0.0001388024,0.0002909014,0.0004736414,0.0001404062,0.00009543057,0.00008049782,0.00008484316,0.00005770249],"category_scores_gemma":[0.00009028198,0.0001104016,0.0001160524,0.0006332607,0.00005908424,0.0006360149,0.000006672916,0.0002015171,0.000001898943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003695053,"about_ca_system_score_gemma":0.00006324536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007774599,"about_ca_topic_score_gemma":0.00004861008,"domain_scores_codex":[0.9985996,0.00003375047,0.0007774957,0.00009676745,0.0003392729,0.000153074],"domain_scores_gemma":[0.9988579,0.0001663122,0.0003608371,0.00009697709,0.000384738,0.0001333075],"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":[0.000621315,0.0002221905,0.0342859,0.00008893663,0.0007309726,0.00001527662,0.0007551474,0.9116371,0.03614427,0.001593022,0.0001915143,0.01371436],"study_design_scores_gemma":[0.002578402,0.0004448516,0.09407233,0.00004929035,0.0001551239,0.00009866263,0.0002825559,0.8959022,0.005905577,0.00008236038,0.0002391277,0.0001895708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2985893,0.0001566473,0.7002881,0.0001353436,0.0001237184,0.00009886175,0.00001283634,0.00003203139,0.0005631253],"genre_scores_gemma":[0.9847536,0.00002249027,0.01477238,0.0001087269,0.0001996183,0.000002477007,0.00001536986,0.00001681082,0.0001085359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6861643,"threshold_uncertainty_score":0.4502046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020554250","doi":"10.1177/1077546304032993","title":"Sensitivity Analysis of the Frequency Response of a Piecewise Linear System in a Frequency Island","year":2004,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":50,"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":"Piecewise linear function; Frequency response; Displacement (psychology); Harmonic; Amplitude; Vibration; Control theory (sociology); Sensitivity (control systems); Piecewise; Isolator; Mechanics; Physics; Mathematics; Acoustics; Mathematical analysis; Engineering; Computer science; Optics; Electronic engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.004013187488694429,"gpt":0.1993390342023332,"spread":0.1953258467136388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006602342,0.00007662629,0.0003818668,0.0003883578,0.00002237265,0.00001134214,0.00005208127,0.00005613699,0.00001018951],"category_scores_gemma":[0.0001110229,0.00005398737,0.0001878863,0.0006566339,0.00003066665,0.0001634991,0.000004302345,0.0001079864,2.688143e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006046588,"about_ca_system_score_gemma":0.00007196121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006909122,"about_ca_topic_score_gemma":0.00069224,"domain_scores_codex":[0.9989325,0.0001752828,0.0005836597,0.00005515178,0.0001856567,0.00006771849],"domain_scores_gemma":[0.9993235,0.00009780228,0.0002892223,0.0001162838,0.00013534,0.00003778022],"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":[0.0002404881,0.00006028366,0.03210228,0.00005881613,0.0009186292,0.00001883042,0.001069613,0.757672,0.2058941,0.001782914,0.000003674463,0.0001784029],"study_design_scores_gemma":[0.002542338,0.0001194899,0.1775881,0.0001279887,0.0009304935,0.00002708724,0.0005206446,0.8152702,0.002518545,0.0002553694,0.000002065529,0.0000976632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031704,0.0001713855,0.2962498,0.000197077,0.00004167871,0.00005841666,0.00001893018,0.000005637955,0.00008670078],"genre_scores_gemma":[0.9992554,0.00002184215,0.0006534768,0.00003974317,0.00001961979,9.469105e-7,0.000001013901,0.00000476308,0.000003187333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296085,"threshold_uncertainty_score":0.2201541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1912849855","doi":"10.1177/1077546302008001519","title":"Nonlinear Modeling, Experimental Verification, and Theoretical Analysis of a Hydraulic Engine Mount","year":2002,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":50,"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":"Nonlinear system; Control theory (sociology); Mount; Perturbation (astronomy); Describing function; Amplitude; Linear model; Resonance (particle physics); Nonlinear resonance; Mechanics; Engineering; Computer science; Physics; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007606986030853115,"gpt":0.2094881423287384,"spread":0.2018811562978853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000133729,0.00008238188,0.0002626048,0.0002003934,0.0000296989,0.00003706133,0.0000420949,0.00004906461,0.0001637994],"category_scores_gemma":[0.00002211142,0.00007008551,0.00007619715,0.0001494235,0.00003376344,0.0002178677,0.000003510447,0.00008183995,9.178071e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001432272,"about_ca_system_score_gemma":0.000005577439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001284183,"about_ca_topic_score_gemma":8.822093e-7,"domain_scores_codex":[0.9992929,0.00002855613,0.0004006182,0.00006430075,0.0001405928,0.00007306325],"domain_scores_gemma":[0.9996339,0.00003895887,0.00008857675,0.0000717329,0.00009005192,0.00007677438],"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":[0.0002408895,0.0003402414,0.001082986,0.0000421354,0.002352212,0.00000754239,0.002512695,0.519681,0.4400355,0.02194744,0.0001543041,0.01160307],"study_design_scores_gemma":[0.001230321,0.0001126668,0.0003699491,0.000006620749,0.0002842002,0.000007567576,0.00009360044,0.9920427,0.005633453,0.00005543577,0.00009900225,0.00006454538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7338802,0.002317025,0.2630356,0.0004912736,0.00004590236,0.00007389136,0.000007598525,0.00001534132,0.0001332219],"genre_scores_gemma":[0.9989265,0.0002336865,0.0005862609,0.0001510055,0.0000864125,0.0000028816,0.000002071963,0.00000762383,0.000003510597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723617,"threshold_uncertainty_score":0.2858004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100068231","doi":"10.1177/1077546309106525","title":"Fuzzy Nonlinear Unknown Input Observer Design with Fault Diagnosis Applications","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Control theory (sociology); Fault detection and isolation; Observer (physics); Nonlinear system; Fuzzy logic; Fault (geology); Linear matrix inequality; Mathematics; Mathematical optimization; Actuator; Computer science; Artificial intelligence; Control (management)","retraction":null,"screen_n_in":null,"score":{"opus":0.007408931005767825,"gpt":0.2061961165336074,"spread":0.1987871855278396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977469,0.0001048782,0.000193252,0.00008538166,0.0000685807,0.00009215516,0.00007485456,0.00007835646,0.00002596417],"category_scores_gemma":[0.0000218168,0.00007791004,0.00004996132,0.0001103169,0.00002224992,0.0002531683,0.000002614605,0.0002524243,0.000008976158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001275678,"about_ca_system_score_gemma":0.00002917367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003070278,"about_ca_topic_score_gemma":0.00004333416,"domain_scores_codex":[0.9993309,0.00003366971,0.0003099095,0.00007034749,0.0001531815,0.0001019842],"domain_scores_gemma":[0.9994362,0.00009099247,0.0001207715,0.00009900478,0.0001409631,0.0001120919],"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":[0.0009539775,0.0004574544,0.01223675,0.0002014373,0.001194237,0.00004623073,0.0008784935,0.1338859,0.5944188,0.004733652,0.003983355,0.2470096],"study_design_scores_gemma":[0.01553673,0.001219145,0.01477756,0.000125318,0.0003909556,0.0006247192,0.0002866603,0.6616576,0.02290554,0.0006103147,0.2810261,0.0008392927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1708378,0.0006816724,0.8245542,0.001281014,0.0006697408,0.0007175462,0.000010255,0.0001325176,0.001115198],"genre_scores_gemma":[0.9967175,0.00006604104,0.002453121,0.0002037734,0.0004242332,0.00007707076,8.840714e-7,0.00001593359,0.00004141823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8258797,"threshold_uncertainty_score":0.3177079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114956947","doi":"10.1177/1077546313514759","title":"Experimental and numerical investigations of the dynamic interaction of tuned liquid damper–structure systems","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Finite element method; Earthquake shaking table; Nonlinear system; Structural engineering; Vibration; Finite volume method; Flexibility (engineering); Computer science; Fluid–structure interaction; Range (aeronautics); Damper; Engineering; Mathematics; Mechanics; Acoustics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.004650394775516704,"gpt":0.2060563155703986,"spread":0.2014059207948818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005693188,0.00005262438,0.0001653981,0.00003686133,0.0000220266,0.00002124807,0.00003745093,0.00003604366,0.00002141793],"category_scores_gemma":[0.00002253587,0.00003362375,0.0000295564,0.0000417609,0.00002774968,0.0001862686,0.000004271545,0.00006801345,3.093253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000140038,"about_ca_system_score_gemma":0.00001222996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001851588,"about_ca_topic_score_gemma":8.033059e-7,"domain_scores_codex":[0.9994351,0.00004895257,0.000351306,0.00002853117,0.00009768631,0.00003847925],"domain_scores_gemma":[0.9996176,0.00004639428,0.0001944552,0.00004959023,0.00005371317,0.00003822234],"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":[0.00001507655,0.000009236879,0.0004248203,0.00005888056,0.00005643001,1.194342e-7,0.001119222,0.007172191,0.9906806,0.0001336212,0.00009056449,0.0002391865],"study_design_scores_gemma":[0.001485938,0.0003247049,0.0107471,0.0003135384,0.00005470749,0.000203585,0.003320049,0.9145246,0.06866889,0.00007718574,0.0001731431,0.0001066257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716558,0.0007358144,0.02684025,0.000196112,0.0003486865,0.0001458461,0.000003584266,0.000004489056,0.0000693707],"genre_scores_gemma":[0.9998451,0.000008148845,0.00006635868,0.0000268657,0.00003914691,0.000003312415,5.300535e-7,0.000004620794,0.000005845612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9220117,"threshold_uncertainty_score":0.1371136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022301894","doi":"10.1177/1077546313498616","title":"Implementation and verification of real-time hybrid simulation (RTHS) using a shake table for research and education","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":45,"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":"Earthquake shaking table; Shake; Substructure; Computer science; Table (database); Controller (irrigation); Simulation; Software; Engineering; Structural engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03483958242679129,"gpt":0.3436779815559904,"spread":0.3088383991291991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004544061,0.00004918638,0.000131185,0.0001106617,0.00005737895,0.00006476666,0.00002010735,0.00002741652,0.00002557388],"category_scores_gemma":[0.00003046142,0.00004481617,0.00001198344,0.00005163594,0.00001678637,0.0004031292,0.000002656742,0.00003825695,5.95915e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002329487,"about_ca_system_score_gemma":0.00004376104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873174,"about_ca_topic_score_gemma":0.000002455499,"domain_scores_codex":[0.9993799,0.00004276971,0.000338889,0.00005205537,0.0001142136,0.00007217043],"domain_scores_gemma":[0.9993058,0.0001517363,0.0001454635,0.00004305623,0.0003059765,0.00004797447],"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":[0.0000648727,0.00004155826,0.002499018,0.0003039369,0.00006377036,1.148917e-7,0.001099107,0.02381378,0.8938274,0.0004227364,0.0007072903,0.07715645],"study_design_scores_gemma":[0.001094809,0.0001720269,0.006860996,0.00006704436,0.00002681382,0.00001516283,0.0008110951,0.9849595,0.004903418,0.0008096581,0.0002207767,0.00005863111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764403,0.0003405459,0.1225364,0.0001064664,0.00006087284,0.0004177037,0.000005078532,0.000005626226,0.00008703715],"genre_scores_gemma":[0.9985352,0.00009809052,0.001216589,0.00001142248,0.00009250019,0.00001527606,0.000005591726,0.000007372509,0.00001796863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9611458,"threshold_uncertainty_score":0.182755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753822893","doi":"10.1177/1077546317728148","title":"Free in-plane vibration of curved beam structures: A tutorial and the state of the art","year":2017,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; Concordia University","funders":"","keywords":"Rotary inertia; Vibration; Curvature; Beam (structure); Displacement (psychology); Rotation (mathematics); Inertia; Plane (geometry); Physics; Equations of motion; Classical mechanics; Geometry; Mechanics; Structural engineering; Mathematics; Optics; Engineering; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.003600838921365471,"gpt":0.195319226615865,"spread":0.1917183876944996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003180027,0.00006227402,0.000219004,0.00005453953,0.00006967973,0.00006645684,0.0001320107,0.00003203211,0.00001006483],"category_scores_gemma":[0.0001642718,0.00003448075,0.00005915946,0.00003713512,0.0000910175,0.0002633734,0.00001278685,0.0001043367,9.720429e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007281091,"about_ca_system_score_gemma":0.00002542798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001520191,"about_ca_topic_score_gemma":0.0001729695,"domain_scores_codex":[0.9993107,0.00005711375,0.0003856884,0.00003901417,0.0001580994,0.00004933128],"domain_scores_gemma":[0.99928,0.00007024168,0.0003932584,0.0001632463,0.00006981196,0.00002345901],"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":[0.00547464,0.000176867,0.03417099,0.0003719965,0.001970552,0.00001065641,0.01068991,0.4700999,0.3937518,0.03914976,0.002583616,0.04154931],"study_design_scores_gemma":[0.02030571,0.0002007889,0.1851682,0.00009968509,0.0002690784,0.00002677323,0.0002779025,0.7603199,0.009671899,0.02313958,0.0003414222,0.0001790716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639474,0.0004245528,0.1318924,0.002233867,0.0006627297,0.0002762477,0.00003844811,0.000007099479,0.0005172943],"genre_scores_gemma":[0.9996185,0.0001051279,0.00009693702,0.0000610499,0.0000913634,0.000001094475,0.000001017849,0.000003944308,0.0000209474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3840799,"threshold_uncertainty_score":0.1406084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802870940","doi":"10.1177/1077546318774440","title":"Investigation on the effect of coulomb friction on nose landing gear shimmy","year":2018,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":44,"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":"Speed wobble; Landing gear; Nonlinear system; Shock (circulatory); Control theory (sociology); Mechanics; Shock absorber; Engineering; Coulomb; Dynamical friction; Structural engineering; Aerospace engineering; Physics; Computer science; Classical mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.01606432797885333,"gpt":0.2401559332454311,"spread":0.2240916052665777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838773,0.00006205764,0.0001164295,0.0001035811,0.00005960686,0.00003304713,0.00004950207,0.00004353433,0.00003852011],"category_scores_gemma":[0.0002633105,0.00003750049,0.00003516555,0.0001028157,0.00002114219,0.00009677772,0.000002755213,0.0001630594,0.000007162488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842274,"about_ca_system_score_gemma":0.000009684991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.968284e-7,"about_ca_topic_score_gemma":6.059774e-7,"domain_scores_codex":[0.9994316,0.00007432001,0.0001983137,0.00004104894,0.0001868504,0.00006789904],"domain_scores_gemma":[0.9994456,0.0003105833,0.00005922632,0.00006682478,0.00005884394,0.00005896299],"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":[0.0006701618,0.00002654071,0.0005148815,0.0001089448,0.0001928848,0.000002982315,0.0004910593,0.03571349,0.9318536,0.01574886,0.002389496,0.01228713],"study_design_scores_gemma":[0.001288934,0.002680123,0.001212451,0.0001221253,0.00002555151,0.00000644787,0.00002562603,0.7248242,0.2691127,0.0002846532,0.0003495248,0.00006764945],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752914,0.00006326877,0.1222861,0.0009108136,0.0003171345,0.000180417,0.000002998304,0.00002906526,0.0009188072],"genre_scores_gemma":[0.9995875,0.00002151004,0.00005724157,0.00007936861,0.0002313354,0.00000372134,7.07443e-7,0.000007166838,0.00001140019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6891108,"threshold_uncertainty_score":0.1529225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061991998","doi":"10.1177/1077546309339439","title":"Experimental Implementation on Vibration Mode Control of a Moving 3-PRR Flexible Parallel Manipulator with Multiple PZT Transducers","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Vibration; Modal; Control theory (sociology); Vibration control; Active vibration control; Controller (irrigation); Transducer; Modal analysis; Engineering; Filter (signal processing); Mode (computer interface); Piezoelectricity; Modal testing; Acoustics; Computer science; Control (management); Materials science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.006316113092160261,"gpt":0.2336267823142508,"spread":0.2273106692220906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023848,0.000143198,0.0003100001,0.0001008082,0.00005199792,0.00006262565,0.00007652026,0.00007397538,0.00003752146],"category_scores_gemma":[0.000009711031,0.0001131322,0.00008543544,0.0000521153,0.00001582102,0.0003562159,0.000002969014,0.0001780897,0.000001093796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003483934,"about_ca_system_score_gemma":0.00003279263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001980701,"about_ca_topic_score_gemma":0.00007550114,"domain_scores_codex":[0.998935,0.00003648204,0.000527077,0.00009733011,0.0002657612,0.0001383741],"domain_scores_gemma":[0.9994081,0.00006547378,0.0002483835,0.00008920812,0.00008498049,0.0001038933],"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":[0.0006973238,0.00006149608,0.0004584622,0.00001995558,0.0001573937,0.000002725565,0.000257036,0.05098421,0.9410225,0.003388038,0.00001267093,0.002938159],"study_design_scores_gemma":[0.01261027,0.0009651309,0.002268291,0.00004218149,0.00008575457,0.00002499906,0.0005295623,0.9375271,0.04553983,0.0001606619,0.0000744782,0.0001717633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5448582,0.00009860757,0.4541697,0.0002209988,0.000233541,0.0002960297,0.00001420475,0.0000222963,0.00008642214],"genre_scores_gemma":[0.9987344,0.000006643465,0.0009118766,0.0001491022,0.0001506116,0.00001861162,0.000004264657,0.00002059682,0.000003908316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8954827,"threshold_uncertainty_score":0.4613396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144691188","doi":"10.1177/1077546309359759","title":"Control of torsional rotor vibrations using an electrorheological fluid dynamic absorber","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dynamic Vibration Absorber; Electrorheological fluid; Smart material; Vibration; Materials science; Torsional vibration; Vibration control; Rotor (electric); Electric field; Stiffness; Shock absorber; Damper; Control theory (sociology); Structural engineering; Engineering; Computer science; Physics; Acoustics; Mechanical engineering; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.006316505843173798,"gpt":0.2261143029679917,"spread":0.2197977971248179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003554806,0.0001574049,0.0003836539,0.0001400012,0.00009823251,0.00005518664,0.0001276477,0.0001895231,0.0003945996],"category_scores_gemma":[0.0001206686,0.0001153598,0.0001275214,0.0001033581,0.00009232698,0.0005873177,0.000006929508,0.0003485463,0.000002213207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771304,"about_ca_system_score_gemma":0.00006655529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001835001,"about_ca_topic_score_gemma":0.00001286887,"domain_scores_codex":[0.9987182,0.00009109285,0.0006658853,0.0001108571,0.0002341184,0.0001798306],"domain_scores_gemma":[0.9991373,0.0001529576,0.000176404,0.0001125139,0.0002452901,0.0001755335],"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":[0.0001674675,0.00008839669,0.0007286081,0.000007739091,0.00007507575,0.000003759895,0.00003204488,0.01168166,0.9794269,0.006736943,0.00003145376,0.001019905],"study_design_scores_gemma":[0.003401677,0.0006233313,0.01162308,0.00001244027,0.00009421458,0.0001257757,0.00002409725,0.9743929,0.007894157,0.001334124,0.0002990302,0.0001751835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4888398,0.0001975181,0.5100009,0.0003665823,0.0003328872,0.0001439765,0.00001269859,0.00002923231,0.00007629965],"genre_scores_gemma":[0.9962963,0.00002575503,0.003030123,0.0003204145,0.0002907586,0.000005769634,0.000004426152,0.00001363184,0.00001276395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9715328,"threshold_uncertainty_score":0.4704237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982513810","doi":"10.1177/1077546319880376","title":"Experimental study of stability prediction for high-speed robotic milling of aluminum","year":2019,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Vibration; Machining; Robot; Control theory (sociology); Modal; Stability (learning theory); Displacement (psychology); Engineering; Stiffness; Machine tool; Coupling (piping); Trajectory; Numerical control; Modal analysis; Control engineering; Computer science; Mechanical engineering; Structural engineering; Artificial intelligence; Acoustics; Control (management); Finite element method; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.008629291987899412,"gpt":0.2278213414419918,"spread":0.2191920494540924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113861,0.00004696954,0.0001711733,0.00004268152,0.00001459698,0.00000674576,0.00002521653,0.00002239569,0.00001091646],"category_scores_gemma":[0.00001791934,0.00004085821,0.00002415246,0.00003580451,0.000006263874,0.0002044003,0.000002437361,0.00003878055,4.843919e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001290828,"about_ca_system_score_gemma":0.000008695753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001404985,"about_ca_topic_score_gemma":7.979248e-7,"domain_scores_codex":[0.9994985,0.00001174329,0.0003200487,0.0000417905,0.00008724059,0.00004063217],"domain_scores_gemma":[0.9996136,0.00004311046,0.000172534,0.00003967612,0.0001125262,0.00001848612],"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":[0.0001902051,0.0001411158,0.002181412,0.00005887512,0.00004320898,6.618903e-8,0.0008118635,0.8243062,0.1718427,0.00005690373,0.000002362493,0.0003650262],"study_design_scores_gemma":[0.005536807,0.003189215,0.003170348,0.00004099655,0.00006373256,0.000002162647,0.002476075,0.888307,0.09707413,0.00007499863,0.000004179203,0.00006035592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6621092,0.0001602293,0.3373834,0.00000805418,0.0001436038,0.0001794672,0.000002805406,0.000004902344,0.000008391195],"genre_scores_gemma":[0.9980194,0.00001225926,0.001915754,0.000005166221,0.00003524246,0.000001904132,0.000001676995,0.000006278573,0.000002342594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359102,"threshold_uncertainty_score":0.1666149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105911690","doi":"10.1177/1077546311419547","title":"Vibration suppression using two-terminal flywheel. Part II: application to vehicle passive suspension","year":2011,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Flywheel; Suspension (topology); Vibration; Deflection (physics); Control theory (sociology); Engineering; Structural engineering; Terminal (telecommunication); Automotive engineering; Computer science; Mathematics; Physics; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.01459915868266704,"gpt":0.2285108905591174,"spread":0.2139117318764504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992133,0.0001449692,0.0002514376,0.0001317066,0.0001769895,0.00005330551,0.00008895464,0.0000970994,0.0001241469],"category_scores_gemma":[0.00004553877,0.0001125201,0.00007089196,0.0001230842,0.00002424853,0.0006158173,0.00002018043,0.000153409,0.00000849579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003515827,"about_ca_system_score_gemma":0.00002658524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004977207,"about_ca_topic_score_gemma":0.000007139181,"domain_scores_codex":[0.9989087,0.00007180393,0.0005233474,0.0001284285,0.0002071679,0.0001605616],"domain_scores_gemma":[0.9993266,0.00004200217,0.0001574809,0.000107168,0.0001905342,0.0001762],"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":[0.0003712975,0.00007369051,0.0004404669,0.00001398099,0.00004545625,0.00001311261,0.0005576735,0.01134761,0.9653133,0.002126641,0.0005771841,0.0191196],"study_design_scores_gemma":[0.004151564,0.00090829,0.01043731,0.0001035798,0.0001291254,0.0001323909,0.0001620562,0.8901386,0.09028552,0.001474666,0.001727308,0.0003496021],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.380941,0.0001461659,0.6174843,0.0004372292,0.0003887178,0.0002506552,0.000003960102,0.00004561189,0.0003023554],"genre_scores_gemma":[0.9961563,0.00002982467,0.002820328,0.0005400212,0.0004045562,0.00001052742,0.000003689936,0.00001420102,0.00002049309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.878791,"threshold_uncertainty_score":0.4588436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037017263","doi":"10.1177/1077546305060158","title":"Updating the Mathematical Model of a Structure Using Vibration Data","year":2005,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Vibration; Modal; Finite element method; Bridge (graph theory); Iterative and incremental development; Process (computing); Mathematical model; Normal mode; Computer science; Modal analysis; Structural engineering; Field (mathematics); Algorithm; Engineering; Mathematics; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.0368424128571946,"gpt":0.3030690456398241,"spread":0.2662266327826295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002069112,0.00006232718,0.0001384177,0.00004341255,0.00004538237,0.00003032172,0.0001348931,0.00004484152,0.00001017698],"category_scores_gemma":[0.00005169914,0.00004056033,0.0000183772,0.00004225386,0.00001690958,0.000454481,0.00001535284,0.0001404597,9.991164e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347091,"about_ca_system_score_gemma":0.00002628077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.353928e-7,"about_ca_topic_score_gemma":0.000001413016,"domain_scores_codex":[0.9993319,0.00002372941,0.0003878141,0.00004296529,0.0001447598,0.00006881131],"domain_scores_gemma":[0.9995335,0.00005860103,0.0001734307,0.000140406,0.00006217788,0.00003188425],"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":[0.00007592774,0.00001423341,0.0001963521,0.0001890873,0.00008601205,8.17594e-7,0.001043752,0.3981485,0.5288623,0.004990104,0.0003779396,0.06601495],"study_design_scores_gemma":[0.0002537713,0.00001898943,0.0003345892,0.00004096595,0.00002659278,0.00003185572,0.00004872233,0.9876373,0.00933334,0.002216271,0.00002018823,0.00003738341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5255249,0.0001772254,0.4735562,0.0005115749,0.00006442901,0.00009809374,0.00001349521,0.0000222998,0.0000317138],"genre_scores_gemma":[0.9341968,0.00001744264,0.06542058,0.00007996287,0.0002751331,3.969221e-7,0.000001258092,0.000007580291,7.894236e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5894888,"threshold_uncertainty_score":0.1654002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030818839","doi":"10.1177/1077546306068060","title":"Passive Vibration Control of Beams Subjected to Random Excitations with Peaked PSD","year":2006,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Ontario Tech University","funders":"","keywords":"Random vibration; Tuned mass damper; Monte Carlo method; Vibration; Parametric statistics; Timoshenko beam theory; Vibration control; Excitation; Control theory (sociology); Beam (structure); Robustness (evolution); Physics; Optimal control; Galerkin method; Sequential quadratic programming; Frequency domain; Mathematics; Structural engineering; Quadratic programming; Engineering; Mathematical analysis; Acoustics; Computer science; Mathematical optimization; Finite element method","retraction":null,"screen_n_in":null,"score":{"opus":0.002864520251700657,"gpt":0.1775688751228222,"spread":0.1747043548711216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878614,0.0001534825,0.0004176824,0.0001914166,0.00007866471,0.00006831395,0.00007586053,0.00008662958,0.00006285727],"category_scores_gemma":[0.00009358818,0.000107481,0.00009027298,0.0002171072,0.00004359589,0.0004021103,0.000003394268,0.0001321124,0.00000293424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002251834,"about_ca_system_score_gemma":0.00004686548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007235477,"about_ca_topic_score_gemma":0.00003255768,"domain_scores_codex":[0.9987329,0.0000923077,0.000670602,0.00009833026,0.0002568709,0.000149042],"domain_scores_gemma":[0.9989358,0.0002404651,0.0002167272,0.00008441409,0.0004125442,0.0001100564],"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":[0.00215279,0.0001251477,0.001156831,0.00003478941,0.0002762049,0.00001285888,0.0002858295,0.1956601,0.7886969,0.007267511,0.0008358638,0.003495098],"study_design_scores_gemma":[0.08673692,0.004602544,0.2491342,0.0002702965,0.0008165136,0.0001874809,0.00059075,0.5867649,0.06419374,0.004076814,0.001597874,0.001028055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1246999,0.0002895955,0.8721992,0.001971185,0.0001355071,0.0003369716,0.00001830804,0.0000399548,0.0003094302],"genre_scores_gemma":[0.9971702,0.00002077104,0.00206382,0.0004193271,0.0002507263,0.00002062942,0.000009165894,0.00001440375,0.00003093358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8724704,"threshold_uncertainty_score":0.4382947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135321417","doi":"10.1177/1077546313497245","title":"Analytical study on in-plane free vibration of a cable network with straight alignment rigid cross-ties","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","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":"University of Windsor","funders":"","keywords":"Modal; Vibration; Structural engineering; Bridge (graph theory); Modal analysis; Finite element method; Engineering; Plane (geometry); Field (mathematics); Computer science; Acoustics; Physics; Mathematics; Geometry; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.004833615050723124,"gpt":0.2116063517095738,"spread":0.2067727366588507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002032016,0.0001064458,0.0002885814,0.0001393426,0.0000360138,0.00009956461,0.00006977583,0.00004615988,0.0002373043],"category_scores_gemma":[0.00001654763,0.00007681763,0.00004236344,0.0001480652,0.000026074,0.0003939878,0.000004881213,0.00011955,0.000002636025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002976417,"about_ca_system_score_gemma":0.00002667631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001713836,"about_ca_topic_score_gemma":0.00009177902,"domain_scores_codex":[0.9989983,0.00005068093,0.0004986791,0.00007564333,0.0002636363,0.000113075],"domain_scores_gemma":[0.9995077,0.00005516243,0.0001600531,0.00010906,0.00009705962,0.00007096725],"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":[0.0001953251,0.0001848305,0.0403883,0.00001673585,0.0002824224,0.000009572154,0.0004669456,0.9546304,0.00146334,0.001170881,0.0007142734,0.0004769612],"study_design_scores_gemma":[0.004478735,0.001340006,0.1578188,0.00004685845,0.0001094705,0.00001101869,0.0008258973,0.8345512,0.0003392851,0.0003024128,0.00003811665,0.0001382094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7244727,0.0001058643,0.2724909,0.0005534356,0.00009799587,0.0003602432,0.000006255796,0.00001948752,0.001893177],"genre_scores_gemma":[0.9992582,0.00001394292,0.0004475079,0.0001166064,0.00008348294,0.000007113194,0.000002784859,0.000008230201,0.00006213564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747855,"threshold_uncertainty_score":0.3132532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337787762","doi":"10.1177/1077546315621207","title":"An integrated multivariate empirical mode decomposition method towards modal identification of structures","year":2015,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Structural Health Monitoring Techniques","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":"Lakehead University","funders":"","keywords":"Hilbert–Huang transform; Modal; Univariate; Computer science; Noise (video); Vibration; Multivariate statistics; Modal testing; Mode (computer interface); Modal analysis; Modal analysis using FEM; Identification (biology); Pattern recognition (psychology); Algorithm; Artificial intelligence; Energy (signal processing); Acoustics; Mathematics; Machine learning; Statistics; Physics; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0327419652795124,"gpt":0.4263414947640699,"spread":0.3935995294845575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003420211,0.0000789351,0.0001883591,0.0001232592,0.00002200666,0.00003532319,0.0000732245,0.00007797078,0.00000271941],"category_scores_gemma":[0.00005279679,0.00006267389,0.00003111202,0.00007248386,0.00001268833,0.0003709983,0.000003327486,0.0001376888,1.288786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006700918,"about_ca_system_score_gemma":0.00004813092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003427913,"about_ca_topic_score_gemma":0.000002132455,"domain_scores_codex":[0.9991118,0.00011796,0.0004722342,0.00005824819,0.0001690159,0.00007072571],"domain_scores_gemma":[0.9992968,0.00003191284,0.00020151,0.00007454362,0.0002872254,0.0001080464],"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":[0.0006049889,0.00003982632,0.001105661,0.00006628197,0.00009414819,0.00000343716,0.002023412,0.1067902,0.695165,0.0007985219,0.00021896,0.1930896],"study_design_scores_gemma":[0.001024805,0.000256837,0.06093853,0.00002167044,0.00003512664,0.00004081869,0.0001304612,0.8107595,0.1207883,0.005882996,0.00004058361,0.00008035015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.437888,0.00006195409,0.5616046,0.0001185963,0.000214934,0.00006519911,0.000006322426,0.00003482927,0.000005627755],"genre_scores_gemma":[0.9376297,0.00001073878,0.06217042,0.00003036015,0.0001429382,0.000002364159,0.000004293985,0.000008530007,6.737724e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7039694,"threshold_uncertainty_score":0.2555767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018531100","doi":"10.1177/107754603030697","title":"Optimization of Engine Mount Characteristics Using Experimental/Numerical Analysis","year":2003,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vehicle Noise and Vibration Control","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 Waterloo","funders":"","keywords":"Vibration; Experimental data; Mathematical model; Engineering; Computer science; Vibration isolation; Control theory (sociology); Mathematics; Artificial intelligence; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.007724681814112891,"gpt":0.2232553566220593,"spread":0.2155306748079464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001485855,0.00008134424,0.0002892775,0.000183532,0.00002899174,0.00003437267,0.00003228443,0.00004556513,0.00009757763],"category_scores_gemma":[0.00003441721,0.00007354585,0.0000909583,0.0002053948,0.00001087734,0.0002581983,0.000001839945,0.00006821817,2.937108e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318421,"about_ca_system_score_gemma":0.00002226656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001028335,"about_ca_topic_score_gemma":1.812992e-7,"domain_scores_codex":[0.9992424,0.00004704363,0.0004508085,0.00004880582,0.0001366122,0.00007435942],"domain_scores_gemma":[0.9995378,0.00003460817,0.0001914554,0.00005741774,0.0001159563,0.00006275341],"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":[0.00003957137,0.00004355371,0.001361429,0.000008752732,0.0003570539,0.00000197968,0.0001064379,0.8721516,0.1249484,0.0004511547,0.000007037758,0.0005230507],"study_design_scores_gemma":[0.001119162,0.00007823273,0.00124794,0.000007259517,0.000278804,0.00001119199,0.00005989544,0.9777498,0.01927436,0.000007334159,0.00009536919,0.00007069347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1752667,0.0003949658,0.8241066,0.00003078536,0.0000925389,0.00005070232,0.000004052026,0.000009058303,0.00004450891],"genre_scores_gemma":[0.9929785,0.0000419138,0.006826514,0.00007147168,0.0000669105,0.000001212471,0.000002276271,0.00000877705,0.00000240148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8177118,"threshold_uncertainty_score":0.2999112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765392601","doi":"10.1177/1077546317736433","title":"Condition assessment of structure with tuned mass damper using empirical wavelet transform","year":2017,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Modal; Tuned mass damper; Vibration; Modal analysis; Wavelet; Modal testing; Engineering; Mode (computer interface); Identification (biology); Process (computing); Normal mode; Computer science; Structural engineering; Control theory (sociology); Damper; Acoustics; Finite element method; Physics; Control (management); Artificial intelligence; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.01902670988990198,"gpt":0.3417956890574616,"spread":0.3227689791675596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009248008,0.00007595259,0.0001952336,0.00005679212,0.00008762308,0.00004919883,0.00006701716,0.0000604496,0.00001504055],"category_scores_gemma":[0.000008891245,0.0000539592,0.00002605721,0.00001760565,0.00003112553,0.0003521662,0.000002137268,0.000151864,2.084926e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004879432,"about_ca_system_score_gemma":0.00004224753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003031488,"about_ca_topic_score_gemma":0.000002836602,"domain_scores_codex":[0.9994419,0.00001650101,0.0002602477,0.00004302201,0.0001596896,0.00007863725],"domain_scores_gemma":[0.9995301,0.00002175027,0.0002098391,0.00008686889,0.00009868449,0.00005269552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005568838,0.00003195344,0.07485893,0.0005152333,0.000390592,0.00003658214,0.0007475181,0.006223947,0.8607019,0.0009030098,0.0002159875,0.05481746],"study_design_scores_gemma":[0.004037397,0.000701389,0.7671841,0.0002627892,0.0001315056,0.0001719927,0.0001018293,0.1439604,0.08069201,0.002376738,0.0001646568,0.0002151239],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032061,0.00003747144,0.09603518,0.0003415377,0.0001726736,0.0001122365,0.00001156456,0.00001592353,0.00006735545],"genre_scores_gemma":[0.9833977,0.00002360869,0.01638362,0.00003505516,0.0001482479,9.146697e-7,0.000001060812,0.00000863972,0.000001158067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7800099,"threshold_uncertainty_score":0.2200392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163075062","doi":"10.1177/1077546311404267","title":"Vibration control of Timoshenko beam traversed by moving vehicle using optimized tuned mass damper","year":2011,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; Concordia University","funders":"","keywords":"Tuned mass damper; Timoshenko beam theory; Damper; Beam (structure); Finite element method; Vibration; Structural engineering; Vibration control; Control theory (sociology); Bridge (graph theory); Engineering; Computer science; Physics; Acoustics; Control (management)","retraction":null,"screen_n_in":null,"score":{"opus":0.01151031884580232,"gpt":0.192805584711799,"spread":0.1812952658659967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003416688,0.0001712282,0.0004661008,0.0001197123,0.00007648779,0.00004887214,0.0001043776,0.0001901006,0.0003205828],"category_scores_gemma":[0.00006365953,0.0001372554,0.0001383238,0.00009488576,0.00005401463,0.0006628599,0.000005312356,0.0002274755,0.000002470249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000289856,"about_ca_system_score_gemma":0.00003755808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006125451,"about_ca_topic_score_gemma":7.995188e-7,"domain_scores_codex":[0.9986201,0.00009977446,0.0007651747,0.000109955,0.0002277067,0.0001773129],"domain_scores_gemma":[0.9992094,0.0001069081,0.0002669566,0.00009679364,0.0001880515,0.0001318665],"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":[0.0005309395,0.00005048511,0.0003333109,0.00001812309,0.0001646177,0.000003938943,0.0002502121,0.02324166,0.9740655,0.000306677,0.0001370781,0.0008974339],"study_design_scores_gemma":[0.01080469,0.0003942926,0.001619017,0.00003728881,0.0001819054,0.00001730574,0.0001714286,0.9077173,0.07845877,0.0002882894,0.00009849793,0.0002112238],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.126438,0.0005815915,0.8719169,0.0001738908,0.0002402867,0.0002047387,0.00001814666,0.000036962,0.0003894275],"genre_scores_gemma":[0.9947401,0.00006926133,0.004635086,0.0003930939,0.0001161512,0.000004092497,0.00000332461,0.00001821751,0.00002068629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8956068,"threshold_uncertainty_score":0.5597113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989339181","doi":"10.1177/1077546314548909","title":"A normalized Hilbert-Huang transform technique for bearing fault detection","year":2014,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Bearing (navigation); Vibration; Fault detection and isolation; Robustness (evolution); Fault (geology); Control theory (sociology); Computer science; Kurtosis; Hilbert transform; Condition monitoring; Engineering; SIGNAL (programming language); Signal processing; Noise reduction; Pattern recognition (psychology); Artificial intelligence; Filter (signal processing); Acoustics; Electronic engineering; Computer vision; Mathematics; Digital signal processing","retraction":null,"screen_n_in":null,"score":{"opus":0.004119115085225265,"gpt":0.2334672752544163,"spread":0.229348160169191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000383209,0.00009112955,0.0001907566,0.0001304192,0.00004934017,0.0000462039,0.00005454286,0.00007689584,0.000007655579],"category_scores_gemma":[0.00006826244,0.0000792934,0.00008319095,0.00004911331,0.000008362975,0.0002942933,0.000002177166,0.0001308812,3.770964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000275887,"about_ca_system_score_gemma":0.000006304611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004170187,"about_ca_topic_score_gemma":0.00001769531,"domain_scores_codex":[0.9994189,0.00002283381,0.000313855,0.00005278618,0.00009194611,0.00009964302],"domain_scores_gemma":[0.9996284,0.00009902722,0.00008826264,0.00005267634,0.00007803978,0.00005361026],"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":[0.0001172738,0.00002256615,0.0001215357,0.00008637711,0.00005041304,6.210985e-7,0.0001190711,0.001192351,0.8893486,0.0004117941,0.0001760898,0.1083533],"study_design_scores_gemma":[0.002415959,0.0004298224,0.0005152386,0.00006806987,0.00006263985,0.00005894142,0.00001372363,0.2578919,0.727064,0.001531036,0.009797155,0.0001515471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01245694,0.00009871113,0.9861185,0.0003192617,0.00009121328,0.0003703054,0.00000235575,0.00008447536,0.0004582386],"genre_scores_gemma":[0.9932403,0.00006148373,0.006297998,0.0001468555,0.0001425455,0.00008661525,9.748006e-7,0.00001686378,0.000006382897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9807833,"threshold_uncertainty_score":0.3233491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147791414","doi":"10.1177/1077546309354765","title":"Force reconstruction for low velocity impacts using force and acceleration measurements","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Impact; Acceleration; Accelerometer; Contact force; Multibody system; Nonlinear system; Dynamics (music); Range (aeronautics); Mechanics; Computer science; Aerospace engineering; Simulation; Mechanical engineering; Structural engineering; Engineering; Physics; Acoustics; Classical mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.01472012663113795,"gpt":0.2274622664852367,"spread":0.2127421398540988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858273,0.00007676951,0.0001705669,0.0000514917,0.00007233804,0.0001160786,0.00003224241,0.0000759853,0.000003928467],"category_scores_gemma":[0.00006222256,0.00006574395,0.00004493879,0.00002262378,0.000008845741,0.0004134464,0.000002585263,0.0001109878,1.269513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684114,"about_ca_system_score_gemma":0.00002254713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002072108,"about_ca_topic_score_gemma":0.00003444577,"domain_scores_codex":[0.9994165,0.0000149362,0.0003070241,0.00005632693,0.000111534,0.00009362069],"domain_scores_gemma":[0.9995397,0.00003512591,0.0001552518,0.00004023034,0.0001445465,0.00008513331],"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":[0.00009092069,0.000007984103,0.0003049857,0.00003791117,0.00006296233,2.725621e-7,0.00004154663,0.002046658,0.9572378,0.0003621796,0.000009281475,0.03979744],"study_design_scores_gemma":[0.002641975,0.0001126446,0.001187577,0.00004157222,0.00004914224,0.00007983301,0.00002630623,0.9878609,0.006519914,0.001360448,0.00003424439,0.00008541584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798011,0.0000948389,0.4192798,0.0001039412,0.0005171443,0.0001593682,0.000002866655,0.00000889457,0.00003211476],"genre_scores_gemma":[0.9978023,0.00001484457,0.001816326,0.00006612057,0.0002792619,0.000003401335,7.421706e-7,0.000009071817,0.000007954465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858143,"threshold_uncertainty_score":0.268096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170565150","doi":"10.1177/1077546311417276","title":"Bearing system health condition monitoring using a wavelet cross-spectrum analysis technique","year":2011,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; Carleton University","funders":"Core Research for Evolutional Science and Technology; Natural Sciences and Engineering Research Council of Canada","keywords":"Rolling-element bearing; Bearing (navigation); Wavelet; Pattern recognition (psychology); Computer science; Fault detection and isolation; Condition monitoring; Vibration; Statistic; Wavelet transform; Feature extraction; Fault (geology); Ball bearing; Signal processing; Bandwidth (computing); Artificial intelligence; Engineering; Electronic engineering; Acoustics; Mathematics; Statistics; Telecommunications; Digital signal processing; Actuator","retraction":null,"screen_n_in":null,"score":{"opus":0.01656955919129616,"gpt":0.2959640053398491,"spread":0.2793944461485529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004959801,0.0001119749,0.0003332073,0.0003956287,0.00008565075,0.00008053374,0.00007271962,0.00006652112,0.00001407359],"category_scores_gemma":[0.00001515326,0.0001044691,0.000106496,0.0002167395,0.00001466284,0.0003851733,0.000007555082,0.0001861732,4.040949e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552812,"about_ca_system_score_gemma":0.00002399777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005924118,"about_ca_topic_score_gemma":0.000006501627,"domain_scores_codex":[0.9990535,0.00005522194,0.0005190657,0.00008008922,0.00015021,0.0001419495],"domain_scores_gemma":[0.9994388,0.00002731524,0.0002753838,0.00009357311,0.00007176002,0.00009321571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003281025,0.0003085174,0.593213,0.001344936,0.004369976,0.0001609335,0.003876672,0.03787757,0.3379789,0.00600135,0.0002199024,0.01432016],"study_design_scores_gemma":[0.00201643,0.0005218723,0.2799463,0.0006355359,0.0006536794,0.000359604,0.0003294347,0.4685596,0.2459368,0.0004636886,0.00008865597,0.0004884611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2678428,0.0003254471,0.7312154,0.00003555079,0.0001153752,0.0001760797,0.000005818099,0.0001356755,0.0001478625],"genre_scores_gemma":[0.9883648,0.00006350763,0.01137019,0.00002758647,0.0001434555,0.0000124947,0.000001227414,0.00001556591,0.000001190611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7205219,"threshold_uncertainty_score":0.4260125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029022711","doi":"10.1177/1077546304042038","title":"Autonomous Overhead Crane System Using a Fuzzy Logic Controller","year":2004,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":30,"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":"Overhead crane; Fuzzy logic; Controller (irrigation); Control theory (sociology); Overhead (engineering); Control engineering; Operator (biology); Engineering; Automation; Computer science; Control (management); Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.007662719906296171,"gpt":0.2013632590161018,"spread":0.1937005391098057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003126742,0.0001338829,0.000425026,0.00008747966,0.00005792913,0.0001027286,0.00008092677,0.00009382157,0.000005111211],"category_scores_gemma":[0.00001885199,0.0001055447,0.0001248036,0.00006078793,0.0000119123,0.000215188,0.00000496675,0.0001514234,0.000004386111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793687,"about_ca_system_score_gemma":0.0000460146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001090496,"about_ca_topic_score_gemma":0.000005105091,"domain_scores_codex":[0.998963,0.00003462843,0.0005645005,0.00007834923,0.0001961275,0.000163393],"domain_scores_gemma":[0.9994653,0.00003633263,0.0002007281,0.00006793517,0.0001005783,0.0001290977],"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":[0.0004344139,0.00009318199,0.00008555207,0.0001810731,0.0005753686,0.0001273843,0.0001922793,0.6068752,0.2804073,0.1038738,0.00003586096,0.007118487],"study_design_scores_gemma":[0.01271212,0.0003333422,0.0003812186,0.0001998632,0.0001514249,0.0005036842,0.0001823935,0.9821648,0.0002072618,0.002580426,0.0003685293,0.0002149248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1362726,0.002295474,0.8586775,0.0005770206,0.0008610542,0.0002887861,0.00000802817,0.00008121783,0.0009383121],"genre_scores_gemma":[0.9988451,0.0000248694,0.0005586665,0.0002192271,0.0003229895,0.000003165772,3.573184e-7,0.0000160358,0.000009560008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8625726,"threshold_uncertainty_score":0.4303989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042183768","doi":"10.1177/1077546314567524","title":"Numerical modeling of dynamic behavior of annular tuned liquid dampers for the application in wind towers under seismic loading","year":2015,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Mitacs","keywords":"Tower; Turbine; Finite element method; Vibration; Amplitude; Geology; Damper; Structural engineering; Frequency domain; Mechanics; Seismology; Physics; Acoustics; Engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01356794202098281,"gpt":0.2439227533204949,"spread":0.2303548112995121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003836844,0.0000725202,0.0002243256,0.00007919069,0.00002394097,0.0000125007,0.0000736842,0.00006579173,0.000003235556],"category_scores_gemma":[0.0000524731,0.00004939345,0.00006738085,0.00008564303,0.00002456341,0.0001816807,0.000004328228,0.0000950209,1.688552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003130671,"about_ca_system_score_gemma":0.00003652541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006662337,"about_ca_topic_score_gemma":0.00000242181,"domain_scores_codex":[0.9992302,0.00003070246,0.0004617195,0.00005687827,0.0001307466,0.00008973275],"domain_scores_gemma":[0.9995239,0.00009709485,0.000118798,0.00006143476,0.0001468603,0.00005195686],"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":[0.0003240475,0.00003149542,0.0001563522,0.00001239912,0.00003579865,3.612591e-7,0.0001988101,0.8862417,0.1098675,0.0004280669,0.000007746385,0.002695682],"study_design_scores_gemma":[0.001980433,0.0002601158,0.0004034697,0.00001604991,0.00005218762,0.000005731689,0.0003651612,0.9956006,0.0009979373,0.0002421729,0.00002397735,0.0000521917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2463047,0.0008839131,0.751973,0.0005378842,0.00007725384,0.0002006868,0.000003201066,0.000005827177,0.00001361446],"genre_scores_gemma":[0.9993488,0.00006093183,0.0004203781,0.0001081301,0.00003887917,0.0000111448,0.000001892096,0.000007311276,0.000002493645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7530442,"threshold_uncertainty_score":0.2014206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083936923","doi":"10.1177/1077546305058262","title":"Feature Extraction with Discrete Wavelet Transform for Drill Wear Monitoring","year":2005,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Energy (signal processing); Chaotic; Transformation (genetics); Feature extraction; Feature (linguistics); SIGNAL (programming language); Frequency domain; Wavelet; Vibration; Drill; Pattern recognition (psychology); Fourier transform; Computer science; Wavelet transform; Process (computing); Range (aeronautics); Tool wear; Artificial intelligence; Discrete wavelet transform; Acoustics; Mathematics; Engineering; Computer vision; Mechanical engineering; Statistics; Mathematical analysis; Physics; Machining","retraction":null,"screen_n_in":null,"score":{"opus":0.009394344174606798,"gpt":0.2751426623759904,"spread":0.2657483182013836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003631638,0.00006765462,0.0001297696,0.00006437091,0.00009752585,0.0001885192,0.00009369468,0.00003821699,0.000001491793],"category_scores_gemma":[0.0000172866,0.00004540497,0.00005365077,0.00005993271,0.00001013526,0.001258738,0.000002731437,0.0001174568,3.729712e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001739932,"about_ca_system_score_gemma":0.00003570239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.994707e-7,"about_ca_topic_score_gemma":0.000001011202,"domain_scores_codex":[0.9994807,0.00003986337,0.00014762,0.00007779859,0.0001584905,0.00009557974],"domain_scores_gemma":[0.9995348,0.00008387857,0.0001460831,0.00005191674,0.0001246937,0.00005855307],"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":[0.000855868,0.00004479404,0.00009586899,0.00001987685,0.00007997925,0.00001712579,0.001063344,0.0006637372,0.2007494,0.001588659,0.0003704242,0.7944509],"study_design_scores_gemma":[0.03039767,0.00449036,0.01334951,0.0003875481,0.0002969012,0.002126654,0.0004462825,0.3354862,0.5154101,0.004370972,0.09244765,0.0007901115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003456274,0.0002696805,0.9842521,0.01164584,0.0001374041,0.0001036516,7.778213e-7,0.00001006249,0.0001242219],"genre_scores_gemma":[0.7758356,0.00003617401,0.2231657,0.0002530317,0.0005289121,0.000002454727,1.666028e-7,0.000004270295,0.0001737514],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7936608,"threshold_uncertainty_score":0.1851561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170470096","doi":"10.1177/1077546313491775","title":"A novel differential frequency micro-gyroscope","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"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":"Physics; Gyroscope; Cantilever; Natural frequency; Angular velocity; Symmetry (geometry); Beam (structure); Rotation (mathematics); Bending; Equations of motion; Classical mechanics; Acoustics; Optics; Vibration; Geometry; Mathematics; Quantum mechanics; Engineering; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.004635382342385522,"gpt":0.1905405510354619,"spread":0.1859051686930764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002088783,0.00005874448,0.0001160825,0.00005306969,0.00002330254,0.00003984596,0.00004533613,0.00004451785,0.00005892475],"category_scores_gemma":[0.00001641428,0.0000440729,0.00002917005,0.00002981835,0.00001631073,0.0002828253,0.0000040331,0.0001058336,0.000004045092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009638493,"about_ca_system_score_gemma":0.000005708253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002242157,"about_ca_topic_score_gemma":0.000001512861,"domain_scores_codex":[0.9996641,0.000001682394,0.0001743847,0.00003247149,0.00005388396,0.00007348336],"domain_scores_gemma":[0.9998063,0.00001487449,0.00005710803,0.00004173792,0.00004640289,0.00003357078],"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":[0.000003390066,0.00000903559,0.00004603697,0.000004894038,0.00001717573,7.099464e-7,0.0000194016,0.00007677022,0.9922812,0.0001860963,0.0001966585,0.007158621],"study_design_scores_gemma":[0.009896959,0.0007419155,0.06141579,0.0001612355,0.0001083972,0.0002801534,0.0003602099,0.01289808,0.8953533,0.01470487,0.003486008,0.0005930318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6382086,0.0005332061,0.3604697,0.0003467874,0.0001926291,0.000066085,0.000001653511,0.00004030525,0.0001410673],"genre_scores_gemma":[0.9943811,0.0001689355,0.005257948,0.00007489421,0.00008626986,0.000003679489,2.489018e-7,0.000006411151,0.00002056413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561725,"threshold_uncertainty_score":0.1797241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146577423","doi":"10.1177/10775463211006965","title":"Multivariate empirical mode decomposition–based structural damage localization using limited sensors","year":2021,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modal; Multivariate statistics; Hilbert–Huang transform; Structural health monitoring; Acceleration; Feature (linguistics); Mode (computer interface); Modal testing; Computer science; Decomposition; Algorithm; Modal analysis; Energy (signal processing); Mathematics; Pattern recognition (psychology); Structural engineering; Statistics; Engineering; Artificial intelligence; Materials science; Physics; Finite element method","retraction":null,"screen_n_in":null,"score":{"opus":0.02395379297196754,"gpt":0.3669747020706238,"spread":0.3430209090986562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007211997,0.00009192681,0.000170824,0.00009450062,0.00008037214,0.00006069176,0.00003534009,0.00007442181,0.00001463043],"category_scores_gemma":[0.00004606735,0.00008292796,0.00004342424,0.0001149356,0.00001340683,0.0002411409,0.000004823602,0.0001469238,2.268524e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007846979,"about_ca_system_score_gemma":0.00004776256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004921987,"about_ca_topic_score_gemma":0.000001924796,"domain_scores_codex":[0.9992634,0.00008401548,0.000341863,0.00006618552,0.0001407895,0.0001037407],"domain_scores_gemma":[0.9994597,0.00007138601,0.0001100863,0.0000654044,0.0002087406,0.00008461469],"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":[0.0001317178,0.00001182145,0.006482862,0.00007686843,0.00005743098,0.00004670978,0.0002732847,0.8189623,0.1697349,0.00009658049,0.0000941081,0.004031439],"study_design_scores_gemma":[0.0008938203,0.000038332,0.02990591,0.00005273977,0.00002959037,0.00006867702,0.00002535932,0.9412248,0.0273748,0.0002688621,0.00003711375,0.00008001414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6812896,0.00008538899,0.3180715,0.0001999366,0.0002400223,0.00005204352,0.000004262865,0.00005010482,0.000007140542],"genre_scores_gemma":[0.9751974,0.00001119746,0.0243292,0.0002378601,0.0002038853,7.924971e-7,0.000005545006,0.00001309626,0.000001015178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2939078,"threshold_uncertainty_score":0.3381704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025417177","doi":"10.1177/1077546307076285","title":"Exact Solution of the Oscillatory Behavior Under Axial Force of a Beam with a Concentrated Mass Within its Interval","year":2007,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Ontario Tech University; University of New Brunswick","funders":"","keywords":"Beam (structure); Vibration; Added mass; Normal mode; Natural frequency; Sensitivity (control systems); Mechanics; Mode (computer interface); Control theory (sociology); Stability (learning theory); Interval (graph theory); Microelectromechanical systems; Physics; Mass ratio; Acoustics; Materials science; Optics; Mathematics; Engineering; Computer science; Electronic engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007808184031100466,"gpt":0.2184476609644771,"spread":0.2106394769333766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429847,0.00006129144,0.0001499708,0.00004710402,0.00002207369,0.000006180739,0.00005245241,0.00005522159,0.000003580156],"category_scores_gemma":[0.00001858946,0.00003787964,0.00003757212,0.00007238612,0.00005450221,0.0001587646,0.000004525904,0.0001224969,5.495174e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002438783,"about_ca_system_score_gemma":0.00002490243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001316401,"about_ca_topic_score_gemma":0.00001621769,"domain_scores_codex":[0.9994715,0.000005424183,0.0002926035,0.00003513249,0.0001203457,0.0000750375],"domain_scores_gemma":[0.9995637,0.00002519115,0.0002341397,0.0000508653,0.0001026285,0.00002346398],"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":[0.0001551175,0.00001454152,0.0007558761,0.00001376296,0.00003564059,0.000001585687,0.00009245674,0.003923147,0.9939542,0.0003146359,0.000006586133,0.0007324469],"study_design_scores_gemma":[0.002668029,0.000476236,0.03237097,0.0001375316,0.00008850022,0.00004506841,0.0005771036,0.003956544,0.959347,0.0002091915,0.00003445343,0.0000893408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8362616,0.0002676651,0.1631657,0.00004691243,0.0001120847,0.0001006159,0.0000024819,0.00001362061,0.00002936733],"genre_scores_gemma":[0.9993553,0.00002737301,0.0005532033,0.00002179585,0.00002531107,0.00000110266,1.692964e-7,0.000005893316,0.000009908511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630937,"threshold_uncertainty_score":0.1544687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084905174","doi":"10.1177/1077546311418866","title":"Coupled longitudinal and transverse vibration of automotive belts under longitudinal excitations using analog equation method","year":2011,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Vibration; Nonlinear system; Transversal (combinatorics); Mechanics; Transverse plane; Equations of motion; Excitation; Classical mechanics; Differential equation; Oscillation (cell signaling); Mathematical analysis; Acoustics; Structural engineering; Mathematics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04204917947542428,"gpt":0.2693359942443067,"spread":0.2272868147688824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391067,0.0001327005,0.0003124238,0.0003154521,0.00009031116,0.00004207681,0.00004639479,0.00008298008,0.0001092799],"category_scores_gemma":[0.00004524702,0.0001225283,0.00009469539,0.0002238924,0.00005165082,0.0007852044,0.000004540364,0.0001199949,6.343721e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003761434,"about_ca_system_score_gemma":0.00004988872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002529675,"about_ca_topic_score_gemma":0.00006228211,"domain_scores_codex":[0.9989037,0.00009266821,0.0005814673,0.0001089637,0.0002076637,0.000105544],"domain_scores_gemma":[0.999114,0.00009663558,0.0003070489,0.00007078697,0.0003186779,0.00009289802],"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":[0.0005293266,0.0002308683,0.01146227,0.0001431306,0.001505996,0.00001733724,0.005854632,0.8444669,0.1186264,0.01127104,0.00004194333,0.005850148],"study_design_scores_gemma":[0.001496899,0.0001803967,0.0611092,0.00002958979,0.0003824304,0.00003848222,0.0006422392,0.9334857,0.00137208,0.001149221,0.00000221415,0.0001115781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1311503,0.00016064,0.8682436,0.0001307998,0.00008264306,0.00009935193,0.00000719323,0.00001760033,0.000107797],"genre_scores_gemma":[0.9744777,0.00006872008,0.02530946,0.00006728109,0.000050118,0.000001977147,0.000006458494,0.00001174843,0.000006540473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8433273,"threshold_uncertainty_score":0.4996558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000509635","doi":"10.1177/1077546313517589","title":"Analytical and experimental investigation of overhead transmission line vibration","year":2014,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Damper; Vibration; Natural frequency; Conductor; Orthogonality; Electric power transmission; Normal mode; Transmission line; Transmissibility (structural dynamics); Parametric statistics; Equations of motion; Transmission (telecommunications); Acoustics; Beam (structure); Overhead (engineering); Structural engineering; Physics; Engineering; Vibration isolation; Mathematics; Classical mechanics; Electrical engineering; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.005892692833120466,"gpt":0.2168916802147383,"spread":0.2109989873816178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001950609,0.00007366995,0.0001953224,0.0001210585,0.00003151832,0.00003222886,0.00002539113,0.00005489615,0.00003549501],"category_scores_gemma":[0.00002101122,0.00006125784,0.00004765416,0.00007781399,0.0000338761,0.0003342454,0.000002462669,0.00007126926,4.16306e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001068785,"about_ca_system_score_gemma":0.00001354027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001111285,"about_ca_topic_score_gemma":0.000001403416,"domain_scores_codex":[0.9993132,0.00004850928,0.0003860727,0.00005510948,0.0001444327,0.00005270059],"domain_scores_gemma":[0.9996443,0.00004458598,0.000118679,0.00004175863,0.00005974566,0.00009094927],"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":[0.0002581741,0.00006324384,0.004229857,0.00009385683,0.0001951705,0.000001559907,0.00139773,0.08213627,0.88273,0.005581683,0.0002559402,0.02305648],"study_design_scores_gemma":[0.00129008,0.0002440434,0.003770244,0.00002523374,0.00005701329,0.000009797114,0.00009329911,0.9701758,0.02389541,0.0002753993,0.000103263,0.00006039458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3190221,0.0002735984,0.6800407,0.0004282537,0.00003773135,0.00004018939,9.917724e-7,0.00001028762,0.000146167],"genre_scores_gemma":[0.998292,0.00005770256,0.001379384,0.0001737136,0.00007643583,7.971492e-7,0.000003709333,0.000006185183,0.00001009889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8880395,"threshold_uncertainty_score":0.2498022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766840079","doi":"10.1177/1077546317734670","title":"Extraction of modal parameters for identification of time-varying systems using data-driven stochastic subspace identification","year":2017,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Subspace topology; Identification (biology); Modal; Computer science; System identification; Eigenvalues and eigenvectors; Algorithm; Operational Modal Analysis; Modal analysis; Experimental data; Data mining; Mathematics; Engineering; Artificial intelligence; Structural engineering; Finite element method; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.05069582563349261,"gpt":0.341203687849822,"spread":0.2905078622163293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004586227,0.00006663394,0.0002077731,0.0001126389,0.0000975236,0.00008507774,0.000170599,0.00005681311,5.983617e-7],"category_scores_gemma":[0.0001850393,0.00006471664,0.00003343615,0.00002597079,0.00002732268,0.000858482,0.00000909579,0.00006976587,1.387204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004624452,"about_ca_system_score_gemma":0.00002418908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002302453,"about_ca_topic_score_gemma":8.059763e-7,"domain_scores_codex":[0.9990503,0.00002923144,0.0006249504,0.00007521631,0.0001506724,0.00006964876],"domain_scores_gemma":[0.99821,0.0001058358,0.001158514,0.0002597688,0.0002320079,0.00003393856],"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":[0.0001015905,0.000008959005,0.0001951886,0.0002401261,0.00005723823,2.248957e-7,0.0001041647,0.1868727,0.8071395,0.00006371246,0.00002525582,0.005191301],"study_design_scores_gemma":[0.0004761716,0.00004595529,0.01013331,0.0001267888,0.00008534268,0.00001624868,0.00003848337,0.9657438,0.02314842,0.0001309869,0.000002999698,0.00005147154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4830173,0.000122432,0.5161844,0.00003097048,0.0004065718,0.0002049799,0.00002106834,0.00001114069,0.000001141664],"genre_scores_gemma":[0.995717,0.00002858425,0.004100244,0.000001326188,0.0001277648,0.000005136536,0.000006219089,0.00001049158,0.000003254795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7839911,"threshold_uncertainty_score":0.2639068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113041089","doi":"10.1177/1077546311435517","title":"Solenoid actuator design and modeling with application in engine vibration isolators","year":2012,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Actuator; Control theory (sociology); Rotary actuator; Solenoid; Engineering; Transfer function; Vibration; Stiffness; Noise (video); Mechanical engineering; Computer science; Structural engineering; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.007937732095529835,"gpt":0.2022367535025475,"spread":0.1942990214070176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003438999,0.0001070876,0.0001828045,0.000148327,0.0000411367,0.00005654202,0.00003254213,0.00006517826,0.000004962696],"category_scores_gemma":[0.00001462586,0.00008706255,0.00001926604,0.00009028993,0.000009583283,0.001061801,0.000002827267,0.0001325491,0.00000114674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002476894,"about_ca_system_score_gemma":0.00002297108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001662693,"about_ca_topic_score_gemma":0.000004203627,"domain_scores_codex":[0.9993137,0.00004287822,0.0003228096,0.00006259408,0.0001223346,0.0001356685],"domain_scores_gemma":[0.9996275,0.00005755451,0.00009282813,0.00005515908,0.00006004601,0.0001069674],"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":[0.0005284712,0.00008913023,0.004456183,0.00005456166,0.00011675,0.000002201126,0.00141317,0.7182826,0.2316415,0.001354146,0.00004332298,0.04201787],"study_design_scores_gemma":[0.001962302,0.0001130474,0.001658955,0.0000214534,0.00003288772,0.00002527123,0.00009480381,0.9931601,0.002682421,0.00008418382,0.00006332435,0.0001012341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2339851,0.0006720833,0.7648512,0.0002361983,0.00004336839,0.0001728691,6.974366e-7,0.00001902006,0.00001949334],"genre_scores_gemma":[0.9943717,0.0001194683,0.005097401,0.0001753989,0.0002029473,0.00001517737,0.000001244767,0.00001524631,0.000001431261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7603866,"threshold_uncertainty_score":0.3550308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}