{"meta":{"query_hash":"b2f639d780e4","filters":{"topic":"Hydraulic and Pneumatic Systems"},"cohort_total":819,"direct_labels_cover":1,"predictions_cover":819,"exported":819,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b2f639d780e4","api":"https://metacan.xera.ac/api/v1/cohort?topic=Hydraulic+and+Pneumatic+Systems"},"results":[{"id":"W1160016710","doi":"10.1520/stp38280s","title":"Hydraulic Pump Contaminant Wear","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Environmental science; Petroleum engineering; Waste management; Engineering","score_opus":0.014258939294880514,"score_gpt":0.1936152156697501,"score_spread":0.1793562763748696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1160016710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056590643,0.052892644,0.1985231,0.0015963466,0.0017714566,0.00034231535,0.0012744225,0.0034867185,0.6835224],"genre_scores_gemma":[0.22699592,0.027850587,0.030758804,0.00061967794,0.00031216978,0.00014561933,0.0008348672,0.00047988957,0.7120024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994808,0.000031803967,0.000020862206,0.000073415984,0.00037123082,0.00002196887],"domain_scores_gemma":[0.9994874,0.00018046824,0.000036201065,0.00007054302,0.0002106761,0.000014725041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029170277,0.00041406738,0.00042146925,0.0009683869,0.00042943744,0.0015043656,0.00065070245,0.0006350439,0.009967012],"category_scores_gemma":[0.00079764414,0.0002751731,0.0002959577,0.0010505104,0.0005041622,0.0014972007,0.0005582591,0.0005337981,0.0042178966],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014887142,0.000101020625,0.0008737952,0.0013623656,0.000023563956,0.00040369347,0.00042383384,0.006356886,0.044190727,0.053131666,0.054444395,0.8385391],"study_design_scores_gemma":[0.000014776426,0.00037964043,0.003950766,0.0002431079,0.000040480438,0.0025534057,0.00018624091,0.007856882,0.08890222,0.015807012,0.8799968,0.000068687186],"about_ca_topic_score_codex":0.0009564292,"about_ca_topic_score_gemma":0.001253686,"teacher_disagreement_score":0.009967012,"about_ca_system_score_codex":0.00069432,"about_ca_system_score_gemma":0.00056743115,"threshold_uncertainty_score":0.033342957},"labels":[],"label_agreement":null},{"id":"W1173805506","doi":"10.1080/20464177.2009.11020223","title":"Systematic modelling, verification, calibration and validation of a ship propulsion simulation model","year":2009,"lang":"en","type":"article","venue":"Journal of Marine Engineering & Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Defence Research and Development Canada","keywords":"Propulsion; Calibration; Model validation; Computer science; Marine propulsion; Verification and validation of computer simulation models; Verification and validation; Simulation; Quality (philosophy); Engineering; Systems engineering; Aerospace engineering","score_opus":0.010486732237934528,"score_gpt":0.20919671499843517,"score_spread":0.19870998276050064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1173805506","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043398116,0.00022855977,0.9498079,0.00021693304,0.00007219123,0.00094550126,0.00034957656,0.002358489,0.0026227906],"genre_scores_gemma":[0.47059733,0.0006442315,0.5225884,0.000092052,0.000037519592,0.001665685,0.0016767916,0.0006759568,0.0020219747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9896964,0.0032858045,0.0012480633,0.0005923796,0.0048052683,0.0003720699],"domain_scores_gemma":[0.9767469,0.0063537154,0.0016413959,0.008607585,0.0064270603,0.00022333233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014368499,0.0011023402,0.0011108092,0.0013780541,0.0008470878,0.0020089247,0.0023949244,0.0013719362,0.0012232156],"category_scores_gemma":[0.02318609,0.0011315057,0.0017218237,0.00052326574,0.0013255342,0.0022530067,0.0021944635,0.002332893,0.0007297488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002477113,0.000404562,0.008471443,0.0009357081,0.00022064113,0.00037442052,0.00074742973,0.8161303,0.054630965,0.018160025,0.0021040537,0.09757279],"study_design_scores_gemma":[0.000143582,0.0005012245,0.0033098427,0.0003965888,0.00015520609,0.00022956703,0.00015117369,0.89361423,0.07709376,0.0065274755,0.017734159,0.0001431987],"about_ca_topic_score_codex":0.0045683486,"about_ca_topic_score_gemma":0.0029037844,"teacher_disagreement_score":0.014368499,"about_ca_system_score_codex":0.0014518698,"about_ca_system_score_gemma":0.0057294127,"threshold_uncertainty_score":0.07598883},"labels":[],"label_agreement":null},{"id":"W1450400265","doi":"10.1016/j.csmssp.2015.06.001","title":"A throttle-less single rod hydraulic cylinder positioning system for switching loads","year":2015,"lang":"en","type":"article","venue":"Case Studies in Mechanical Systems and Signal Processing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydraulic circuit; Throttle; Solenoid valve; Hydraulic cylinder; Hydraulic machinery; Control theory (sociology); Cylinder; Electrohydraulic servo valve; Controller (irrigation); Solenoid; Electronic circuit; Transducer; Computer science; SIGNAL (programming language); Engineering; Mechanical engineering; Electrical engineering; Control (management)","score_opus":0.08035236893004279,"score_gpt":0.2956430638701336,"score_spread":0.21529069494009084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1450400265","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13743575,0.0010409729,0.8465622,0.00025471754,0.00035974922,0.00030374256,0.0002309238,0.0064990115,0.0073128976],"genre_scores_gemma":[0.8027262,0.00033908797,0.1832855,0.00018609162,0.00013130218,0.0001266067,0.0002263637,0.00012583115,0.0128529845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994599,0.000040795727,0.000026398826,0.00009978939,0.0003421327,0.00003091815],"domain_scores_gemma":[0.999605,0.000082832375,0.00008226148,0.00006351064,0.00013559547,0.000030820884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025977695,0.00043741238,0.0004880634,0.00043186406,0.0004365597,0.00048069318,0.0019388278,0.0005017976,0.0038421534],"category_scores_gemma":[0.0004490962,0.00026941544,0.000166898,0.00031679217,0.00028433165,0.00074338936,0.0003499473,0.00034861706,0.0011188282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002903342,0.000115358394,0.000988826,0.00054881576,0.000023841243,0.00020477985,0.00019181392,0.0039500366,0.7149173,0.0020172542,0.002692082,0.2740595],"study_design_scores_gemma":[0.00019273088,0.0024354265,0.009691898,0.00007864401,0.00012859218,0.0020450156,0.00008664737,0.16893007,0.7358909,0.0007909874,0.0795345,0.00019459845],"about_ca_topic_score_codex":0.0008725027,"about_ca_topic_score_gemma":0.0015686854,"teacher_disagreement_score":0.0038421534,"about_ca_system_score_codex":0.00036031753,"about_ca_system_score_gemma":0.0006381712,"threshold_uncertainty_score":0.012853265},"labels":[],"label_agreement":null},{"id":"W1484125822","doi":"","title":"2D SIMPLIFIED SERVO VALVE","year":2003,"lang":"zh","type":"article","venue":"中国机械工程学报(英文版)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stiffness; Leakage (economics); Damper; Control theory (sociology); Servo; Structural engineering; Engineering; Mechanical engineering; Computer science","score_opus":0.01802190657132916,"score_gpt":0.2269165803606762,"score_spread":0.20889467378934704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484125822","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21163635,0.0017581853,0.7589739,0.00039093578,0.00057423237,0.00031822338,0.0006021673,0.0035154284,0.022230644],"genre_scores_gemma":[0.83630204,0.00064017216,0.14853694,0.000116174924,0.00011602289,0.00018462789,0.00041747873,0.000056593868,0.013629865],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999708,0.000027213711,0.000017209712,0.00004811063,0.00017224709,0.000027299437],"domain_scores_gemma":[0.99983096,0.00003818192,0.000023328077,0.000042844746,0.00004128583,0.000023430483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017401656,0.00030225588,0.00045272394,0.00024208415,0.0001674773,0.0005380238,0.0006142635,0.0005829292,0.0036550052],"category_scores_gemma":[0.0003387373,0.00024631363,0.00033361607,0.00011017537,0.0002644962,0.00051197404,0.000560105,0.00038022458,0.00082599354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005401819,0.00008842042,0.0012054702,0.0006081821,0.000025444517,0.0005824392,0.0001296962,0.03994958,0.8162103,0.010828259,0.0031276557,0.12670422],"study_design_scores_gemma":[0.0003466217,0.0024465981,0.0061203726,0.000064009204,0.000061053375,0.0037116928,0.000054478358,0.65158993,0.2199068,0.0034684145,0.11203712,0.00019286682],"about_ca_topic_score_codex":0.0003848121,"about_ca_topic_score_gemma":0.00039282237,"teacher_disagreement_score":0.0036550052,"about_ca_system_score_codex":0.00019081299,"about_ca_system_score_gemma":0.00029621966,"threshold_uncertainty_score":0.012227237},"labels":[],"label_agreement":null},{"id":"W1485264764","doi":"10.1109/robot.1995.525591","title":"Limit cycle characterization, existence and quenching in the control of a high performance hydraulic actuator","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Limit cycle; Actuator; Limit (mathematics); Hysteresis; Describing function; Nonlinear system; Controller (irrigation); Lag; Mechanics; Computer science; Physics; Mathematics; Control (management); Mathematical analysis","score_opus":0.009761037506751969,"score_gpt":0.17419217123526187,"score_spread":0.1644311337285099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485264764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81930435,0.0003987762,0.1772493,0.000064515174,0.00001205251,0.00003060853,0.00003340479,0.0003830921,0.0025239568],"genre_scores_gemma":[0.9957074,0.000037192563,0.003946597,0.0000033474073,0.000001175316,0.000009329655,0.000010359834,0.0000077591285,0.00027683418],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997532,0.00003074067,0.000014367879,0.000036465957,0.0001419925,0.000023236584],"domain_scores_gemma":[0.99940586,0.0003204803,0.00009114927,0.00006089856,0.00010077149,0.000020861298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035902625,0.00019077769,0.00026947632,0.00029073018,0.00022372247,0.00034009718,0.00036329296,0.00029727293,0.0003377414],"category_scores_gemma":[0.0010481871,0.00013652013,0.00015608873,0.00015037399,0.0005516662,0.00037426525,0.00016216189,0.00025612704,0.000048524118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030527278,0.0001096572,0.004973808,0.00023266979,0.000024777102,0.0003865778,0.0005249855,0.12887706,0.801254,0.009187581,0.00021041404,0.05391324],"study_design_scores_gemma":[0.000008214545,0.00028868433,0.0044464036,0.000009559988,0.000010732779,0.00019222895,0.00003406361,0.81004584,0.18182367,0.0023516796,0.0007592759,0.000029554365],"about_ca_topic_score_codex":0.0012188839,"about_ca_topic_score_gemma":0.0010150737,"teacher_disagreement_score":0.0012188839,"about_ca_system_score_codex":0.00037471988,"about_ca_system_score_gemma":0.00031809718,"threshold_uncertainty_score":0.0027188063},"labels":[],"label_agreement":null},{"id":"W1492652867","doi":"10.4271/2000-01-2591","title":"Utilization of Artificial Neural Networks in the Control, Identification and Condition Monitoring of Hydraulic Systems - An Overview","year":2000,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Identification (biology); Artificial neural network; Computer science; Control engineering; Artificial intelligence; Engineering","score_opus":0.028729738978342096,"score_gpt":0.2721057807611071,"score_spread":0.24337604178276498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492652867","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004999001,0.78003746,0.1599293,0.002031139,0.0014760534,0.00012959876,0.0000993652,0.0003905118,0.05090753],"genre_scores_gemma":[0.040593665,0.84427035,0.08901798,0.0008756194,0.0015284995,0.0001317642,0.00027055218,0.00008940099,0.02322221],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994485,0.00010563952,0.00005908876,0.00009499512,0.00026428865,0.000027537328],"domain_scores_gemma":[0.99947244,0.00021962769,0.000035848072,0.000027589405,0.00021983578,0.000024617726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008496337,0.00095143047,0.00060327194,0.0018100765,0.0002262341,0.0015440468,0.0009475635,0.0014847937,0.0020696505],"category_scores_gemma":[0.0007801678,0.00057314854,0.000577571,0.002675426,0.00058578135,0.0019630932,0.0007468709,0.0016419855,0.0014387005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104909566,0.00019940126,0.0011144355,0.0045403736,0.00014974384,0.00041213166,0.00015377047,0.023580331,0.0052917744,0.02688096,0.009995001,0.92757726],"study_design_scores_gemma":[0.000022173674,0.0005855776,0.0041156705,0.005953565,0.00018827537,0.0015051196,0.00025736648,0.09117841,0.011222122,0.03500949,0.84975594,0.00020621407],"about_ca_topic_score_codex":0.0023739596,"about_ca_topic_score_gemma":0.002099632,"teacher_disagreement_score":0.0023739596,"about_ca_system_score_codex":0.000726955,"about_ca_system_score_gemma":0.00060653745,"threshold_uncertainty_score":0.0069236755},"labels":[],"label_agreement":null},{"id":"W1493963057","doi":"10.1109/icra.2015.7139002","title":"Reliable and lightweight primary flight control actuation using magneto-rheological clutches in slippage","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Clutch; Actuator; Torque; Reliability (semiconductor); Controller (irrigation); Engineering; Control system; Hydraulic machinery; Automotive engineering; Control engineering; Simulation; Computer science; Mechanical engineering; Electrical engineering; Physics","score_opus":0.02415452788626472,"score_gpt":0.21187386077881742,"score_spread":0.18771933289255271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493963057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8326943,0.0012797868,0.16051607,0.00019145382,0.00014581076,0.00008762686,0.00006242023,0.0010430065,0.0039794934],"genre_scores_gemma":[0.98246217,0.00016599748,0.01564007,0.00002909236,0.000014094345,0.00002025502,0.000021589176,0.000021091575,0.0016256565],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998091,0.00001934045,0.000012599446,0.000035083576,0.000099244746,0.00002460529],"domain_scores_gemma":[0.99979526,0.000037558522,0.00006595398,0.000030267838,0.000049975286,0.000021041795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018326538,0.00024413178,0.0002580182,0.00023487814,0.00015954884,0.00030601688,0.0004868783,0.00027615632,0.0006548985],"category_scores_gemma":[0.00031859553,0.00015910885,0.00014652291,0.00010681919,0.0003125121,0.0003692834,0.00037451772,0.00022768787,0.0002763565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107919426,0.00003280483,0.00044355373,0.0001643923,0.00000600384,0.0004069719,0.00010485408,0.0042869397,0.9665667,0.00072377024,0.00030487706,0.026851293],"study_design_scores_gemma":[0.00005237672,0.0010582674,0.004992522,0.000045900702,0.00002033045,0.0007080028,0.00008559399,0.10517666,0.8729651,0.0006216957,0.0142282,0.00004540091],"about_ca_topic_score_codex":0.00028981554,"about_ca_topic_score_gemma":0.00034008047,"teacher_disagreement_score":0.0006548985,"about_ca_system_score_codex":0.00016732742,"about_ca_system_score_gemma":0.00014748407,"threshold_uncertainty_score":0.002190888},"labels":[],"label_agreement":null},{"id":"W1503286358","doi":"","title":"Discussion of \"An optimization based method for selection of resonant harmonic filter branch parameters\"","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Regular Papers","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Selection (genetic algorithm); Harmonic; Filter (signal processing); Computer science; Mathematical optimization; Mathematics; Physics; Acoustics; Artificial intelligence","score_opus":0.01913790835553229,"score_gpt":0.2359308221881336,"score_spread":0.21679291383260132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503286358","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004916889,0.00010800313,0.9966792,0.00017871831,0.00008471532,0.000027734297,0.000013391197,0.00014392858,0.0022726622],"genre_scores_gemma":[0.04847269,0.0005178009,0.93724775,0.0006858996,0.00014817032,0.00021467666,0.00007107447,0.00026877536,0.012373279],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966216,0.000116059615,0.000018062834,0.00004346748,0.00014050932,0.000019662895],"domain_scores_gemma":[0.9997508,0.000121569596,0.000026502048,0.000024736642,0.00006849366,0.0000078608655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010352412,0.00089230057,0.0008833745,0.00054976234,0.00067012693,0.0012173314,0.0013058616,0.0014525121,0.0079609025],"category_scores_gemma":[0.0017978752,0.00042675447,0.00065467635,0.0006136099,0.000568191,0.0009002236,0.0005466502,0.001348962,0.0021297198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001744054,0.00011976356,0.0003721685,0.00054791477,0.00013725502,0.00023024193,0.00019508318,0.3166192,0.044038203,0.29315433,0.016312728,0.3280987],"study_design_scores_gemma":[0.00003653398,0.00006906647,0.00023999716,0.00006248925,0.00004375173,0.00016361219,0.000034638335,0.9130776,0.0147565175,0.03518963,0.036281936,0.000044334887],"about_ca_topic_score_codex":0.0020181935,"about_ca_topic_score_gemma":0.0034507234,"teacher_disagreement_score":0.0079609025,"about_ca_system_score_codex":0.00042141258,"about_ca_system_score_gemma":0.0005771825,"threshold_uncertainty_score":0.026631892},"labels":[],"label_agreement":null},{"id":"W1509618347","doi":"10.1115/imece2007-42710","title":"Discrete-Time H2-Optimal Control for Hydraulic Position Control Systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Beijing Institute of Technology","keywords":"Control theory (sociology); Position (finance); Computer science; Control engineering; Servomechanism; Automation; Optimal control; Hydraulic machinery; Servo; Control system; Robust control; Control (management); Engineering; Mathematical optimization; Mathematics; Artificial intelligence","score_opus":0.005099964965586787,"score_gpt":0.2084775806930524,"score_spread":0.2033776157274656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509618347","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004079596,0.00033608393,0.9918943,0.00013193137,0.00007030061,0.000022766792,0.00001700662,0.00011904546,0.0033289343],"genre_scores_gemma":[0.8789452,0.00063170015,0.11428745,0.00016616937,0.00013643259,0.00016221499,0.00007033417,0.000049128474,0.0055513456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994936,0.00017003561,0.000026907876,0.00009026709,0.00018133075,0.000037860373],"domain_scores_gemma":[0.99950993,0.0002778694,0.00005941846,0.000025783767,0.00010878814,0.000018231924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089372194,0.000640828,0.0005253517,0.00023500134,0.0003368892,0.0008341836,0.0004642544,0.0006007244,0.0020630802],"category_scores_gemma":[0.0015960678,0.00020923071,0.00033354358,0.00028576195,0.0008555097,0.00044136104,0.00054298504,0.00078955066,0.00026781124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013953721,0.000055459255,0.00017341707,0.00025375327,0.00003232128,0.000068872345,0.00012464976,0.8754673,0.007329323,0.0447968,0.0014413331,0.07011725],"study_design_scores_gemma":[0.000019165382,0.00007092325,0.000075194315,0.0000066862917,0.0000045772827,0.0000074975956,0.0000072820767,0.9926609,0.0010379093,0.004767419,0.0013346338,0.000007851854],"about_ca_topic_score_codex":0.0036031047,"about_ca_topic_score_gemma":0.0022919092,"teacher_disagreement_score":0.0036031047,"about_ca_system_score_codex":0.00059762265,"about_ca_system_score_gemma":0.0007491251,"threshold_uncertainty_score":0.00716424},"labels":[],"label_agreement":null},{"id":"W1510649613","doi":"10.1007/3-540-45118-8_45","title":"A New Approach to the Control of a Hydraulic Stewart Platform","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in control and information sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Control theory (sociology); Backstepping; Stewart platform; Coulomb friction; Displacement (psychology); Nonlinear system; Lyapunov function; Actuator; Bounded function; Hydraulic cylinder; Body orifice; Control engineering; Engineering; Hydraulic machinery; Tracking (education); Computer science; Adaptive control; Mathematics; Control (management); Mechanical engineering; Physics; Classical mechanics; Artificial intelligence; Mathematical analysis","score_opus":0.0207978551407318,"score_gpt":0.2274827795895463,"score_spread":0.2066849244488145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510649613","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003940387,0.00037752013,0.97733533,0.0001461126,0.0002895177,0.00003948565,0.00001662434,0.00016014642,0.017694833],"genre_scores_gemma":[0.4443691,0.0025035024,0.46120074,0.00033039754,0.0011081343,0.0003517134,0.00009169551,0.00018959107,0.08985506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974626,0.00004032034,0.000010771401,0.000050132843,0.00013727932,0.000015212291],"domain_scores_gemma":[0.9999294,0.00002002322,0.000007478158,0.00001231445,0.000022336857,0.000008484667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002311333,0.0007609747,0.0005388419,0.0004370823,0.00044656816,0.0010112417,0.0013626569,0.00072029175,0.005437052],"category_scores_gemma":[0.0003242568,0.0002952711,0.0005659725,0.00026579964,0.0010467053,0.0008928159,0.0013364232,0.0010113298,0.0009848826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009629696,0.00006884974,0.00016044833,0.00030348595,0.000063285544,0.00043850162,0.00047124288,0.17024909,0.06613865,0.6063923,0.004065148,0.15155268],"study_design_scores_gemma":[0.00005465051,0.00033381153,0.00016845169,0.000040183397,0.00003149348,0.000340597,0.00006366312,0.80841136,0.0068004224,0.119744554,0.06396677,0.000044070453],"about_ca_topic_score_codex":0.0008271758,"about_ca_topic_score_gemma":0.0010092441,"teacher_disagreement_score":0.005437052,"about_ca_system_score_codex":0.00028051596,"about_ca_system_score_gemma":0.0003745927,"threshold_uncertainty_score":0.018188715},"labels":[],"label_agreement":null},{"id":"W1519985716","doi":"10.1109/87.944464","title":"Motion control systems with ℋ/sup ∞/ positive joint torque feedback","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Canadian Space Agency","funders":"","keywords":"Control theory (sociology); Torque; Decoupling (probability); Actuator; Engineering; Stall torque; Sensitivity (control systems); Damping torque; Motion control; Control engineering; Computer science; Direct torque control; Induction motor; Physics; Control (management); Robot","score_opus":0.006622598107849976,"score_gpt":0.1833352493480518,"score_spread":0.1767126512402018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519985716","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034094334,0.0007206098,0.95746267,0.00019359672,0.00017038544,0.00006451314,0.000032482363,0.00091665384,0.0063446662],"genre_scores_gemma":[0.8709181,0.00038293703,0.11716483,0.0001472801,0.00014217907,0.00011621872,0.00007827642,0.000029839495,0.011020396],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942684,0.0000823264,0.00004594862,0.00012486461,0.00027120195,0.00004889964],"domain_scores_gemma":[0.9997179,0.00007607301,0.00007130869,0.000039466948,0.00008205592,0.000013190844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840488,0.00062314834,0.00052641483,0.0001929753,0.0003170188,0.0007164648,0.0008176947,0.00049463083,0.0019341791],"category_scores_gemma":[0.0009790811,0.00023643656,0.00032192018,0.0002648,0.0005343026,0.0006497505,0.00062802545,0.00049979246,0.00050484407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006119321,0.00017528735,0.0012452473,0.00083946093,0.00009126437,0.00068446394,0.0005238938,0.30274832,0.11992088,0.0716755,0.0029479542,0.49853575],"study_design_scores_gemma":[0.00012526577,0.000851821,0.0011988465,0.00002587479,0.000041488653,0.00042282967,0.00004666644,0.9575205,0.015143578,0.0103086615,0.014273476,0.000041014213],"about_ca_topic_score_codex":0.0014177266,"about_ca_topic_score_gemma":0.001761521,"teacher_disagreement_score":0.0019341791,"about_ca_system_score_codex":0.0003149642,"about_ca_system_score_gemma":0.00046329733,"threshold_uncertainty_score":0.006470442},"labels":[],"label_agreement":null},{"id":"W1544399186","doi":"10.17863/cam.12641","title":"A Laboratory Excitation Technique to Test Road Bike Vibration Transmission","year":2016,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acceleration; Vibration; Impulse (physics); SIGNAL (programming language); Simulation; Measure (data warehouse); Acoustics; Transmission (telecommunications); Computer science; Engineering; Physics; Telecommunications","score_opus":0.0048807961723679886,"score_gpt":0.1691863309075837,"score_spread":0.1643055347352157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544399186","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83409625,0.00015920043,0.15068394,0.00016414594,0.00014953471,0.00040532876,0.0006298922,0.001519525,0.012192132],"genre_scores_gemma":[0.9763199,0.00005944628,0.017474376,0.000059677925,0.000011848576,0.00025414774,0.00025460214,0.00006700842,0.0054989154],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935263,0.00012518703,0.000038373943,0.00013343792,0.00025914607,0.00009130074],"domain_scores_gemma":[0.9991297,0.00029308358,0.00006998816,0.00019923724,0.00022442157,0.00008356308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004504691,0.00061233074,0.00030474662,0.00047132483,0.00084110216,0.0003262479,0.00067347666,0.00094663,0.0076450887],"category_scores_gemma":[0.0007778117,0.00031852387,0.00022060823,0.00035649366,0.0004911286,0.0004923372,0.00056477025,0.00058135396,0.0020219744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004878143,0.0004752762,0.0016661853,0.000096268996,0.000013632925,0.00008547347,0.00014872062,0.00076682575,0.98019385,0.00030509027,0.00042914783,0.01533155],"study_design_scores_gemma":[0.00023424711,0.0061623766,0.016536132,0.00002361396,0.00007146436,0.00050490897,0.000307211,0.008242736,0.96256304,0.00019051293,0.005122259,0.000041523825],"about_ca_topic_score_codex":0.00071094336,"about_ca_topic_score_gemma":0.0012258167,"teacher_disagreement_score":0.0076450887,"about_ca_system_score_codex":0.00018944229,"about_ca_system_score_gemma":0.00042312234,"threshold_uncertainty_score":0.0255754},"labels":[],"label_agreement":null},{"id":"W1551089763","doi":"10.1109/icsmc.2002.1173295","title":"A robust pole clustering design of pneumatic systems using LMI approach","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Nonlinear system; Linearization; Robust control; Feedback linearization; Controller (irrigation); Linear matrix inequality; Servomechanism; Minification; Mathematics; Computer science; Control engineering; Engineering; Mathematical optimization; Control (management); Physics","score_opus":0.07768703567282714,"score_gpt":0.21765060781214804,"score_spread":0.1399635721393209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551089763","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002627435,0.000095672694,0.99323857,0.000048721507,0.000019312845,0.00004042076,0.00002465246,0.00042406793,0.0034811974],"genre_scores_gemma":[0.6657978,0.00038829283,0.3249467,0.00017154378,0.0000697726,0.00048379853,0.00020841598,0.00022871938,0.007704949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996569,0.00009131879,0.000018500255,0.00008454802,0.00012022302,0.000028483966],"domain_scores_gemma":[0.9996648,0.000111404246,0.00006802456,0.000037319554,0.00010497006,0.000013469897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964772,0.0010278382,0.00071182096,0.00036945628,0.00040945155,0.0006055699,0.0007763528,0.0006629122,0.0047057923],"category_scores_gemma":[0.0010906517,0.00041574356,0.00040362717,0.0002985428,0.00050519936,0.00055126066,0.0005560658,0.00081046607,0.0012528076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014167497,0.000057856876,0.00014360277,0.00044561288,0.00005932689,0.00014860017,0.00021532488,0.75673795,0.057519034,0.03179279,0.0034321968,0.14930601],"study_design_scores_gemma":[0.000022465048,0.00016100517,0.00012755484,0.000019323614,0.000011310571,0.00004477741,0.000017633927,0.98041385,0.009449376,0.0052577704,0.0044611203,0.000013915583],"about_ca_topic_score_codex":0.0010261588,"about_ca_topic_score_gemma":0.0010778162,"teacher_disagreement_score":0.0047057923,"about_ca_system_score_codex":0.0005327381,"about_ca_system_score_gemma":0.00048373334,"threshold_uncertainty_score":0.015742421},"labels":[],"label_agreement":null},{"id":"W1556526069","doi":"10.1109/aim.1997.653015","title":"Online state and parameter estimation of an electrohydraulic valve for intelligent monitoring","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Body orifice; Kalman filter; Nonlinear system; Control theory (sociology); Computer science; Fault (geology); Displacement (psychology); Process (computing); Measure (data warehouse); Fault detection and isolation; Function (biology); State variable; Flow (mathematics); Control engineering; Engineering; Artificial intelligence; Mathematics; Mechanical engineering; Data mining","score_opus":0.02857464322487569,"score_gpt":0.25955629561674853,"score_spread":0.23098165239187285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556526069","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07705337,0.0002831311,0.91776985,0.00019897788,0.00006452866,0.00003785901,0.00010185306,0.0017353563,0.0027551649],"genre_scores_gemma":[0.9697174,0.0000833747,0.027612137,0.000018920391,0.000014771938,0.000034998255,0.00006618474,0.00002124323,0.0024310246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998919,0.000021662441,0.000005634766,0.00003241341,0.00004051193,0.000007895365],"domain_scores_gemma":[0.9997528,0.00013488032,0.000027909777,0.000030948362,0.00004313473,0.000010361896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024012628,0.00033662163,0.0002940614,0.00012107502,0.00017345563,0.00041273065,0.0004274307,0.00035668336,0.0019243336],"category_scores_gemma":[0.00074547034,0.00015653572,0.00012533356,0.0000776899,0.0002136226,0.00050940993,0.00031426022,0.00040003064,0.0002977662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050059747,0.00010663988,0.0036851265,0.0002283716,0.000037260306,0.00016790253,0.00014457191,0.61238146,0.08899248,0.006392224,0.0025321997,0.2848312],"study_design_scores_gemma":[0.0000074214336,0.000051101295,0.000583842,0.0000034350526,0.0000053801687,0.000019435265,0.0000037142484,0.990756,0.007103006,0.00046318205,0.000997179,0.0000064097367],"about_ca_topic_score_codex":0.0013033777,"about_ca_topic_score_gemma":0.0015253389,"teacher_disagreement_score":0.0019243336,"about_ca_system_score_codex":0.00027588473,"about_ca_system_score_gemma":0.00025662934,"threshold_uncertainty_score":0.00643754},"labels":[],"label_agreement":null},{"id":"W1573064007","doi":"10.1002/9780470029558.ch7","title":"Common Control Loops","year":2006,"lang":"en","type":"other","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Gas compressor; Boiler (water heating); Pressure control; Control (management); Flow control (data); Control system; Loop (graph theory); Engineering; Control theory (sociology); Mechanical engineering; Computer science; Physics; Thermodynamics; Mathematics; Electrical engineering","score_opus":0.004254355473401144,"score_gpt":0.18325885466960434,"score_spread":0.1790044991962032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573064007","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011060655,0.0014679548,0.7455765,0.00026240433,0.0013106561,0.0006275135,0.0014942253,0.023570491,0.21462964],"genre_scores_gemma":[0.47821978,0.0017741494,0.17674258,0.0009691017,0.00106793,0.0011075566,0.0049592503,0.0056475364,0.3295121],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964616,0.00026335986,0.00016056577,0.0010225619,0.0016930152,0.00039890056],"domain_scores_gemma":[0.99736375,0.0003433103,0.0001482455,0.0009971748,0.0010459992,0.00010144813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012450679,0.0020100034,0.0011883639,0.0020517216,0.0017494197,0.004079897,0.0032996656,0.0014562093,0.07390572],"category_scores_gemma":[0.003912396,0.0005677877,0.0011235896,0.0016050234,0.0013130021,0.0037524677,0.004046303,0.0017307707,0.019822786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008491504,0.00032507625,0.0007827263,0.0009503107,0.000102637365,0.00026094235,0.0006923158,0.022710826,0.022792134,0.2486931,0.07488191,0.6269588],"study_design_scores_gemma":[0.00029402724,0.0005410707,0.00096586626,0.00034519762,0.0001818102,0.00063767994,0.00021010694,0.1442452,0.075544044,0.13135524,0.6454815,0.00019822136],"about_ca_topic_score_codex":0.0033044822,"about_ca_topic_score_gemma":0.003859959,"teacher_disagreement_score":0.07390572,"about_ca_system_score_codex":0.0013803054,"about_ca_system_score_gemma":0.0015440483,"threshold_uncertainty_score":0.24723929},"labels":[],"label_agreement":null},{"id":"W1574031175","doi":"10.1007/bfb0036161","title":"System identification and modelling of a high performance hydraulic actuator","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in control and information sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Actuator; Nonlinear system; Electro-hydraulic actuator; Control engineering; Hydraulic cylinder; System identification; Control theory (sociology); Hydraulic machinery; Identification (biology); Computer science; Nonlinear model; Engineering; Plant; Mechanical engineering; Control (management); Data modeling; Artificial intelligence; Physics","score_opus":0.010635429976016702,"score_gpt":0.1875780940213463,"score_spread":0.17694266404532957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574031175","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045478445,0.00047694598,0.9427556,0.0002430627,0.000067727044,0.00006964687,0.00013908846,0.0011837083,0.0095857205],"genre_scores_gemma":[0.93497616,0.00037511773,0.051714044,0.00004431635,0.000024887922,0.00014847892,0.00019073108,0.000058762053,0.01246747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983525,0.00003882066,0.000008655373,0.00003106746,0.00007208742,0.000013969188],"domain_scores_gemma":[0.99981874,0.000087856664,0.000022756392,0.000028496728,0.00003523285,0.0000069049606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022379075,0.00034742098,0.0005141336,0.00020610624,0.00046812434,0.00060640735,0.0006240847,0.0011319057,0.0030470772],"category_scores_gemma":[0.0005321677,0.0003146347,0.00037339854,0.00027648403,0.0003686327,0.0006471228,0.00052925595,0.00061266613,0.0007494197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001745002,0.000045233923,0.00036466905,0.00024072165,0.000030425872,0.00018787548,0.00014021392,0.9077116,0.042455107,0.0074880174,0.0008793097,0.040282335],"study_design_scores_gemma":[0.000010168142,0.00005346068,0.00043842208,0.000006201793,0.0000089916775,0.00005304642,0.000011794294,0.99051625,0.005921104,0.0014200191,0.001551415,0.000009112134],"about_ca_topic_score_codex":0.0036163519,"about_ca_topic_score_gemma":0.0028038118,"teacher_disagreement_score":0.0036163519,"about_ca_system_score_codex":0.00031673754,"about_ca_system_score_gemma":0.0005979204,"threshold_uncertainty_score":0.010193467},"labels":[],"label_agreement":null},{"id":"W1576896280","doi":"10.4271/2000-01-2593","title":"Comparison of Hydrostatic and Servovalve Controlled Hydraulic Actutation Systems in Robotics","year":2000,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hydraulic machinery; Hydrostatic equilibrium; Robotics; Control engineering; Computer science; Artificial intelligence; Mechanical engineering; Control theory (sociology); Engineering; Robot; Physics; Control (management)","score_opus":0.013324423495177706,"score_gpt":0.2561369767446079,"score_spread":0.24281255324943019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576896280","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39691588,0.029091408,0.5081685,0.0005477965,0.00042893013,0.00031784797,0.00011596215,0.0012968574,0.06311681],"genre_scores_gemma":[0.9125463,0.0063397703,0.069689035,0.00013913591,0.000099405515,0.0001384492,0.00014030689,0.00007673328,0.010830843],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906105,0.00014192614,0.000048196103,0.000067426,0.00064375775,0.000037683003],"domain_scores_gemma":[0.9993331,0.00032720648,0.000067474655,0.000051581945,0.00019315754,0.000027585398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006656462,0.0002452184,0.0004149679,0.00056249165,0.00021481031,0.00076497655,0.0005198311,0.0005722809,0.0019344406],"category_scores_gemma":[0.001288966,0.0001518208,0.00023538704,0.00045261323,0.000396989,0.00074241974,0.000418219,0.00020511444,0.0004877188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087998674,0.00019257612,0.0018758312,0.0018263081,0.00007879969,0.00029593642,0.00046255946,0.03783796,0.23589952,0.02011541,0.0011748854,0.6993602],"study_design_scores_gemma":[0.000305238,0.008292257,0.035129145,0.00045099852,0.00023276423,0.0031477537,0.0006386836,0.33494407,0.39589193,0.008441342,0.21214668,0.00037915132],"about_ca_topic_score_codex":0.00051986176,"about_ca_topic_score_gemma":0.0008276938,"teacher_disagreement_score":0.0019344406,"about_ca_system_score_codex":0.00041679357,"about_ca_system_score_gemma":0.00041017897,"threshold_uncertainty_score":0.006471336},"labels":[],"label_agreement":null},{"id":"W1578548769","doi":"10.1080/20464177.2010.11020228","title":"Control of propeller cavitation in operational conditions","year":2010,"lang":"en","type":"article","venue":"Journal of Marine Engineering & Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Defence Research and Development Canada","keywords":"Propulsion; Propeller; Marine engineering; Cavitation; Navy; Marine propulsion; Sea trial; Engineering; Aeronautics; Full scale; Automotive engineering; Engine room; Aerospace engineering; Mechanical engineering; Structural engineering; Acoustics","score_opus":0.0027379551003661336,"score_gpt":0.19138506883457226,"score_spread":0.18864711373420612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578548769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89113563,0.000110638015,0.102824986,0.00006551749,0.00003304054,0.00009512876,0.00010201038,0.0017228527,0.003910169],"genre_scores_gemma":[0.9980958,0.000015424648,0.001371815,0.0000059418967,0.0000035517992,0.000017197906,0.00002830047,0.0000196855,0.0004423151],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998203,0.00002018524,0.000011228609,0.000044875003,0.0000571549,0.000046225192],"domain_scores_gemma":[0.99941325,0.00022171446,0.00012171087,0.00007655622,0.00012797165,0.000038800208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022984965,0.00040369798,0.00029361123,0.0001882896,0.00022314429,0.00048154782,0.00053129566,0.00022161302,0.0012520178],"category_scores_gemma":[0.0013234875,0.0001583986,0.00015427008,0.000083389816,0.0003182464,0.00029789424,0.00049872266,0.00028401465,0.0002063711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009828256,0.000180813,0.0039431136,0.0004163836,0.000032216147,0.0003423153,0.00041873328,0.076291464,0.85703605,0.00048191953,0.000664588,0.05920959],"study_design_scores_gemma":[0.00017583906,0.0019160877,0.02562129,0.000029780227,0.000058200414,0.0003248385,0.00017381045,0.46703213,0.5004851,0.0005199773,0.0035926988,0.000070201226],"about_ca_topic_score_codex":0.0015076272,"about_ca_topic_score_gemma":0.0011068924,"teacher_disagreement_score":0.0015076272,"about_ca_system_score_codex":0.00024399819,"about_ca_system_score_gemma":0.00024380238,"threshold_uncertainty_score":0.0041884184},"labels":[],"label_agreement":null},{"id":"W1582873539","doi":"10.5772/35164","title":"PIV Measurements Applied to Hydraulic Machinery: Cavitating and Cavitation-Free Flows","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Cavitation; Hydraulic machinery; Mechanics; Acoustics; Engineering; Mechanical engineering; Physics","score_opus":0.029933796610678107,"score_gpt":0.22715416952864514,"score_spread":0.19722037291796704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582873539","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27418837,0.009679481,0.6781429,0.00043362804,0.0008392198,0.0005349559,0.0019606699,0.0024601964,0.031760607],"genre_scores_gemma":[0.9241485,0.003597184,0.06752866,0.00012300133,0.00021933862,0.00017601326,0.0007650077,0.0001384654,0.0033037649],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898726,0.00013763674,0.00005672786,0.00021816263,0.0004558727,0.00014439759],"domain_scores_gemma":[0.99938524,0.00015328996,0.000112431626,0.00010212521,0.0001949948,0.000051778432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006561843,0.0006005719,0.00066384475,0.0010496681,0.0005733854,0.0012166557,0.00063794747,0.00085369707,0.0016457142],"category_scores_gemma":[0.0015809746,0.000364037,0.00027112695,0.0012437286,0.0009980852,0.0008672593,0.0011006278,0.0005859829,0.0007056722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007605025,0.00017660952,0.009491108,0.0023751736,0.00006874661,0.0007640245,0.0007140371,0.020435827,0.7375288,0.015065714,0.0030738933,0.2095456],"study_design_scores_gemma":[0.000073167444,0.0010331275,0.060249045,0.0003948061,0.00011161673,0.0022760488,0.00084092387,0.15584701,0.72230464,0.010428583,0.046109937,0.0003310957],"about_ca_topic_score_codex":0.0013158044,"about_ca_topic_score_gemma":0.0010914354,"teacher_disagreement_score":0.0016457142,"about_ca_system_score_codex":0.0004238773,"about_ca_system_score_gemma":0.00064146286,"threshold_uncertainty_score":0.0055054426},"labels":[],"label_agreement":null},{"id":"W1582992218","doi":"","title":"Étude de faisabilité du contrôle des vibrations et de la déformation d'un robot flexible en soudage et martelage simultanés","year":2004,"lang":"fr","type":"article","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.009008915121276823,"score_gpt":0.2665715227172161,"score_spread":0.2575626075959393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582992218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7493182,0.0009887796,0.23976274,0.00022158683,0.00006935169,0.00010755208,0.00005411066,0.00043984456,0.009037859],"genre_scores_gemma":[0.96468186,0.00024349219,0.029270377,0.00003163508,0.0000062090207,0.000062004445,0.000031519863,0.000025313326,0.005647615],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971455,0.000027852342,0.000008641643,0.00008039092,0.00013596723,0.000032517128],"domain_scores_gemma":[0.99946314,0.00026031962,0.00006006447,0.000058154892,0.00013199392,0.000026335741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053861283,0.0004099436,0.00031837632,0.00015608293,0.00047004237,0.0005526,0.000471246,0.00061317056,0.0018692841],"category_scores_gemma":[0.0009371039,0.00021869784,0.00028212013,0.0001442827,0.00063692685,0.0003995786,0.00029332307,0.00031988905,0.00021219955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007102339,0.00011417805,0.0028847079,0.0005355013,0.000048155023,0.00025319698,0.0008944866,0.08622798,0.76992196,0.0026379304,0.0002804087,0.13549122],"study_design_scores_gemma":[0.00013829423,0.0032111702,0.024174638,0.00008091765,0.00010782472,0.00031320498,0.0006339024,0.43692726,0.5185105,0.0009262486,0.014858339,0.00011777131],"about_ca_topic_score_codex":0.013353032,"about_ca_topic_score_gemma":0.021120198,"teacher_disagreement_score":0.013353032,"about_ca_system_score_codex":0.0007207769,"about_ca_system_score_gemma":0.00079307024,"threshold_uncertainty_score":0.026550591},"labels":[],"label_agreement":null},{"id":"W1588967145","doi":"","title":"Reduction of noise generating flow fluctuations in hydraulic systems driven by swash plate pumps through improved port plate design","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Swash; Port (circuit theory); Flow (mathematics); Mechanics; Engineering; Mechanical engineering; Physics","score_opus":0.014433752259642187,"score_gpt":0.2125812821621129,"score_spread":0.1981475299024707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588967145","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32100785,0.00026759363,0.67601335,0.00007612234,0.00003895167,0.00004315391,0.000028179242,0.00058143446,0.0019433203],"genre_scores_gemma":[0.95037633,0.00015187968,0.048392836,0.000015495521,0.000015904554,0.00002134694,0.000026759644,0.000028229631,0.0009712218],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983525,0.000045288627,0.000010278273,0.00002065887,0.000072325754,0.000016161792],"domain_scores_gemma":[0.9996247,0.00016154483,0.000060567876,0.000025213027,0.00010834432,0.000019692976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026161998,0.00044737896,0.00035406015,0.00020867806,0.000121530764,0.0003001361,0.0004136886,0.00028083895,0.00066779926],"category_scores_gemma":[0.00050680764,0.00019874623,0.00020159342,0.00015735821,0.00025772367,0.000356858,0.00020862058,0.0002708252,0.00018797889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006928107,0.00012524953,0.002258879,0.00026635025,0.000042136264,0.0003086354,0.00015084512,0.12195174,0.7554434,0.002879671,0.00036842356,0.11551194],"study_design_scores_gemma":[0.000046075194,0.0009780532,0.0025049613,0.000010347634,0.000045832407,0.00020161511,0.00003667995,0.7262902,0.26735252,0.00052914344,0.001975867,0.000028593848],"about_ca_topic_score_codex":0.0003346411,"about_ca_topic_score_gemma":0.0004566738,"teacher_disagreement_score":0.00066779926,"about_ca_system_score_codex":0.00019506796,"about_ca_system_score_gemma":0.00017562379,"threshold_uncertainty_score":0.0022340417},"labels":[],"label_agreement":null},{"id":"W1589972600","doi":"","title":"CFD analysis of steady state flow reaction forces in a rim spool valve","year":2006,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Computational fluid dynamics; Steady state (chemistry); Flow (mathematics); Mechanics; Marine engineering; Environmental science; Geology; Engineering; Physics; Chemistry","score_opus":0.004849273655084748,"score_gpt":0.1496741194994217,"score_spread":0.14482484584433694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589972600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9275748,0.00042887262,0.049082983,0.00030894013,0.00009865283,0.000100278565,0.00048290155,0.00049282215,0.02142975],"genre_scores_gemma":[0.99205536,0.00011732264,0.00500124,0.000020401329,0.000009186492,0.00002578018,0.00010956551,0.000028928382,0.002632209],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998202,0.00001928517,0.000010640323,0.00003118808,0.00006687573,0.000051913376],"domain_scores_gemma":[0.9996679,0.0001723322,0.00003299523,0.00001920913,0.00008068286,0.000026920525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029313157,0.0003462102,0.0006139401,0.00071617775,0.0006505201,0.00116918,0.0005001961,0.0009829899,0.0015886432],"category_scores_gemma":[0.0009075657,0.00027743253,0.0006222195,0.00039076252,0.0007798344,0.00051583623,0.0003153554,0.00050915626,0.0002972579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004042005,0.0001857308,0.011525246,0.00019243451,0.000036126527,0.00096243323,0.00044345582,0.88399297,0.07308268,0.0083699105,0.0013417251,0.019463025],"study_design_scores_gemma":[0.000010118986,0.000037298996,0.002045549,0.0000077267005,0.0000059780987,0.000029443227,0.000051037237,0.99249494,0.0043895748,0.00025657768,0.0006550197,0.000016681144],"about_ca_topic_score_codex":0.012301279,"about_ca_topic_score_gemma":0.004291033,"teacher_disagreement_score":0.012301279,"about_ca_system_score_codex":0.0009898683,"about_ca_system_score_gemma":0.0012550122,"threshold_uncertainty_score":0.024459302},"labels":[],"label_agreement":null},{"id":"W1604375004","doi":"10.4271/2003-01-1479","title":"Torsional Vibration of a V-8 Aircraft Engine and Propeller Drive System","year":2003,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Propeller; Vibration; Torsional vibration; Automotive engineering; Computer science; Aerospace engineering; Drive shaft; Acoustics; Marine engineering; Engineering; Physics; Mechanical engineering","score_opus":0.0073601884313915025,"score_gpt":0.20023752066649858,"score_spread":0.19287733223510709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604375004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373275,0.000038325503,0.0031490007,0.000050453462,0.000014973186,0.000008938256,0.00005820914,0.000053964548,0.0028934868],"genre_scores_gemma":[0.99936575,0.000004206856,0.00015919135,0.0000034598054,0.0000013356789,0.0000012689226,0.000017338534,0.0000030765164,0.00044436794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989355,0.000019040543,0.0000048346587,0.000016341828,0.00004358835,0.000022532675],"domain_scores_gemma":[0.9997347,0.00014107258,0.000021777116,0.000012228093,0.000063843356,0.000026329388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015553457,0.00016475897,0.00021030336,0.00025552654,0.00024865812,0.00021080827,0.00024664993,0.00034813347,0.0021882753],"category_scores_gemma":[0.00041947392,0.00010403669,0.00013813048,0.00012889043,0.00021467537,0.00013829139,0.00016679236,0.00022406764,0.0002105841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00709415,0.0004770424,0.058513924,0.0003012749,0.00016913106,0.004925789,0.0012730343,0.24705139,0.5767878,0.005512462,0.0030078453,0.0948862],"study_design_scores_gemma":[0.00011477716,0.0010322771,0.11794978,0.000023378427,0.00003834824,0.00064095884,0.00044457658,0.84796286,0.029605204,0.0007279834,0.0014142366,0.000045740926],"about_ca_topic_score_codex":0.0022037516,"about_ca_topic_score_gemma":0.0018604022,"teacher_disagreement_score":0.0022037516,"about_ca_system_score_codex":0.00023863657,"about_ca_system_score_gemma":0.00015427156,"threshold_uncertainty_score":0.0073204637},"labels":[],"label_agreement":null},{"id":"W1606509800","doi":"","title":"Noise reduction in hydraulic system driven by swash plate pump by optimizing the control unit","year":2008,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Swash; PID controller; Control theory (sociology); Axial piston pump; Noise (video); Controller (irrigation); Engineering; Computer science; Hydraulic pump; Mechanical engineering; Control (management); Temperature control","score_opus":0.009107675582427517,"score_gpt":0.17711418942454357,"score_spread":0.16800651384211607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606509800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73650986,0.00036852536,0.25896642,0.00013746422,0.000075761694,0.000062298,0.00002736973,0.0007252465,0.0031270825],"genre_scores_gemma":[0.9906895,0.00006817908,0.008431804,0.000021026495,0.000010199866,0.000021948872,0.000014627698,0.000016922546,0.0007258912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996612,0.000076423465,0.000025121804,0.000058790694,0.0001361284,0.000042318745],"domain_scores_gemma":[0.99926704,0.0003041316,0.00011022987,0.000032121305,0.00024695654,0.000039567643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043777048,0.00040062805,0.0004444363,0.0002547928,0.00029967204,0.0003864972,0.00048078346,0.0004662608,0.0009475274],"category_scores_gemma":[0.000876167,0.00021340049,0.00020878832,0.00010221463,0.00032466112,0.00035858754,0.00027908184,0.00022609845,0.00023748848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013748854,0.0001814828,0.0017941474,0.00034427675,0.00005395128,0.00028911038,0.0003684105,0.04778864,0.8942133,0.0010076446,0.00034415975,0.05223999],"study_design_scores_gemma":[0.00012518087,0.0026115328,0.006754822,0.000035743502,0.00012152158,0.00025398383,0.0001204242,0.51128095,0.47619188,0.00034508776,0.0020933037,0.00006551373],"about_ca_topic_score_codex":0.0007938981,"about_ca_topic_score_gemma":0.00064648053,"teacher_disagreement_score":0.0009475274,"about_ca_system_score_codex":0.00023144356,"about_ca_system_score_gemma":0.0002479342,"threshold_uncertainty_score":0.0031698346},"labels":[],"label_agreement":null},{"id":"W1647620135","doi":"","title":"Mixing system design for the Tati Activox® autoclave","year":2009,"lang":"en","type":"article","venue":"Journal of the Southern African Institute of Mining and Metallurgy","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Autoclave; Mixing (physics); Materials science; Metallurgy; Physics","score_opus":0.02502080864634223,"score_gpt":0.21963413521442046,"score_spread":0.19461332656807823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1647620135","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21411508,0.0007880459,0.76312333,0.00028453092,0.00019915756,0.00088164967,0.00032777025,0.0026361367,0.017644286],"genre_scores_gemma":[0.8605848,0.00036106064,0.12075612,0.00010483161,0.000042386877,0.00055893563,0.0003018078,0.00020556357,0.017084584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995284,0.000058345406,0.00002717791,0.00010899473,0.00023745507,0.00003967818],"domain_scores_gemma":[0.9997658,0.00004584556,0.0000289724,0.000013180586,0.00012908151,0.000017183218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006336874,0.00046713007,0.00050604326,0.00041393572,0.0009602861,0.0010413671,0.000959724,0.0005894753,0.0062826164],"category_scores_gemma":[0.00047723227,0.00041189167,0.00039280698,0.00021782919,0.000244156,0.00049701444,0.00051823654,0.00045439563,0.0015888483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009385438,0.00018417332,0.0021385986,0.00058511685,0.000043691714,0.00011816839,0.00035185192,0.025853124,0.83887106,0.004636184,0.0019727969,0.12430677],"study_design_scores_gemma":[0.00028137528,0.0023744518,0.007464682,0.00008330632,0.00018740364,0.00041573946,0.0002326314,0.23867117,0.6890036,0.0010565616,0.060126796,0.00010219087],"about_ca_topic_score_codex":0.0015674625,"about_ca_topic_score_gemma":0.0020619282,"teacher_disagreement_score":0.0062826164,"about_ca_system_score_codex":0.0005414235,"about_ca_system_score_gemma":0.0011857038,"threshold_uncertainty_score":0.021017492},"labels":[],"label_agreement":null},{"id":"W1700679791","doi":"10.1109/robot.1994.351146","title":"A six degree-of-freedom, hydraulic, one person motion simulator","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Payload (computing); Kinematics; Stewart platform; Simulation; Motion simulator; Ceiling (cloud); Computer science; Motion (physics); Hydraulic machinery; Motion control; Mechanical engineering; Engineering; Physics; Structural engineering; Artificial intelligence","score_opus":0.05185384779104991,"score_gpt":0.2135072108725913,"score_spread":0.1616533630815414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1700679791","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028174607,0.000045333854,0.9591763,0.000097348864,0.00006923064,0.00035178263,0.0004248477,0.0021775356,0.009483008],"genre_scores_gemma":[0.35209262,0.000276687,0.6220975,0.00012408466,0.000027361908,0.00072925474,0.0015700962,0.0002694355,0.022812909],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997918,0.00005235444,0.00001239875,0.000026592636,0.000096695876,0.000020225614],"domain_scores_gemma":[0.99981385,0.00005551348,0.000014660228,0.000028312817,0.000047869853,0.000039763316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002667224,0.00037081304,0.00025900162,0.00017364213,0.00018237653,0.00032496243,0.00066829973,0.0003838033,0.010166908],"category_scores_gemma":[0.0005910717,0.00018965537,0.0002926175,0.00011126706,0.0002633357,0.00037983005,0.0005979252,0.00042053394,0.0017032527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006812861,0.00043761023,0.0035798054,0.00078025705,0.000075646996,0.0006236409,0.0006491668,0.43408826,0.20849706,0.030322788,0.013893463,0.30637094],"study_design_scores_gemma":[0.00026532906,0.0010217574,0.0013309773,0.000040618925,0.0000348908,0.00056612084,0.00010561229,0.8252359,0.047261782,0.0033270437,0.12074628,0.000063624335],"about_ca_topic_score_codex":0.00090900407,"about_ca_topic_score_gemma":0.0010711285,"teacher_disagreement_score":0.010166908,"about_ca_system_score_codex":0.0001525916,"about_ca_system_score_gemma":0.0007619097,"threshold_uncertainty_score":0.03401172},"labels":[],"label_agreement":null},{"id":"W1712814768","doi":"10.1002/eqe.1186","title":"Phase and amplitude error indices for error quantification in pseudodynamic testing","year":2011,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; University of Alberta","keywords":"Amplitude; Computer science; Stability (learning theory); Displacement (psychology); Phase (matter); Algorithm; Control theory (sociology); Control (management); Artificial intelligence; Machine learning","score_opus":0.03673662144446909,"score_gpt":0.2563507632791017,"score_spread":0.21961414183463263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1712814768","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008391067,0.00034609227,0.98906076,0.000050788378,0.00008772516,0.00008450038,0.000043814354,0.00046335053,0.0014718315],"genre_scores_gemma":[0.33811498,0.0006061952,0.65754795,0.00011700479,0.00010573093,0.000463862,0.000212481,0.0002887645,0.00254302],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9943025,0.0014672185,0.0004871243,0.000626373,0.002989789,0.0001269047],"domain_scores_gemma":[0.9882018,0.0056135585,0.0024823386,0.0013358673,0.0022314866,0.00013485157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033927453,0.001607394,0.0007723906,0.0021997038,0.00030515104,0.0017601588,0.001349859,0.0012168435,0.0020115068],"category_scores_gemma":[0.015131871,0.0003407594,0.0005220464,0.0012960945,0.0011814878,0.0021849629,0.0013635677,0.0015057062,0.00088477833],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042376554,0.00035928757,0.0037519117,0.0009308224,0.00009303915,0.00020587885,0.000495463,0.15663064,0.09748472,0.062039603,0.0027390162,0.67484593],"study_design_scores_gemma":[0.00003574773,0.00040955926,0.0029820336,0.00014703849,0.0000398287,0.00043188006,0.00008084059,0.8871782,0.08649826,0.014849044,0.0072090956,0.00013840573],"about_ca_topic_score_codex":0.00041427978,"about_ca_topic_score_gemma":0.0003511434,"teacher_disagreement_score":0.0033927453,"about_ca_system_score_codex":0.00054573576,"about_ca_system_score_gemma":0.0006046881,"threshold_uncertainty_score":0.017942727},"labels":[],"label_agreement":null},{"id":"W1736243743","doi":"10.3968/j.est.1923847920120302.386","title":"Review for Development of Hydraulic Excavator Attachment","year":2012,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Excavator; Operability; Kinematics; Engineering; Computer science; Civil engineering; Reliability engineering","score_opus":0.017458863460430317,"score_gpt":0.2582149518721658,"score_spread":0.24075608841173549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1736243743","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007848814,0.9839425,0.0018019085,0.0005066442,0.00071754644,0.000024344852,0.000081740356,0.000028518069,0.0121118305],"genre_scores_gemma":[0.0049157506,0.9849244,0.001838097,0.00039613392,0.0003828735,0.00003050562,0.00014833227,0.000010276308,0.0073536923],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997032,0.000046497913,0.00005285325,0.00005359942,0.00012097814,0.000022943075],"domain_scores_gemma":[0.99947935,0.00017606263,0.000063711566,0.000017127044,0.0002376761,0.000025993499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054341945,0.0006033363,0.00074313476,0.0022957223,0.00033564473,0.00076222455,0.00086479035,0.0009111137,0.0114795435],"category_scores_gemma":[0.0009825059,0.00030255312,0.00051019737,0.0024728053,0.00028421835,0.0017481869,0.00047139922,0.0006845108,0.006148007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006958154,0.00006010397,0.00030145736,0.020950647,0.000059544578,0.0005364243,0.00013336417,0.0006036463,0.0043772403,0.006706439,0.03812425,0.92807746],"study_design_scores_gemma":[0.0000067266296,0.0000720949,0.0006328758,0.0015837234,0.00004705123,0.00083964923,0.00005377869,0.00010051753,0.0012530427,0.00078390975,0.99461293,0.000013617991],"about_ca_topic_score_codex":0.0016826334,"about_ca_topic_score_gemma":0.0022498502,"teacher_disagreement_score":0.0114795435,"about_ca_system_score_codex":0.00053524284,"about_ca_system_score_gemma":0.00174559,"threshold_uncertainty_score":0.038402915},"labels":[],"label_agreement":null},{"id":"W17424063","doi":"10.1016/s1474-6670(17)33941-1","title":"Modeling and Control of Solenoid Valves for Internal Combustion Engines","year":2002,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Engineering; Finite element method; Actuator; Nonlinear system; Camshaft; Internal model; Solenoid; Control engineering; Mechanical engineering; Computer science; Structural engineering; Physics; Control (management)","score_opus":0.012742052619464744,"score_gpt":0.19883200827116154,"score_spread":0.1860899556516968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W17424063","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07278257,0.0013911232,0.9098113,0.0002575025,0.00019227153,0.000073229865,0.00016475399,0.0007885794,0.014538623],"genre_scores_gemma":[0.9698589,0.0007422221,0.021226918,0.000027469343,0.000044942033,0.000074885575,0.00011553264,0.000068006026,0.007841197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999798,0.000033894517,0.000013055817,0.000028088907,0.00010286506,0.000024058618],"domain_scores_gemma":[0.99985635,0.00005123698,0.000025130423,0.000014627417,0.00004038212,0.000012160776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034242155,0.0006837431,0.0009826345,0.00031553436,0.0004507631,0.0011871759,0.0011172503,0.0007792075,0.0014216298],"category_scores_gemma":[0.00060572865,0.00042532186,0.000708362,0.00028920965,0.0005193103,0.00060244626,0.00041663783,0.00059130386,0.00028089734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000474122,0.000021222619,0.00014519731,0.000043468397,0.000011329205,0.000029880492,0.000031197196,0.98297083,0.003987544,0.006251548,0.0002624747,0.0061979727],"study_design_scores_gemma":[0.0000040230993,0.000009403053,0.000045919238,0.0000015889761,0.000002604431,0.0000039358383,0.0000024244525,0.99810994,0.00057446666,0.0008832867,0.00036028077,0.0000021467563],"about_ca_topic_score_codex":0.011756373,"about_ca_topic_score_gemma":0.0073705404,"teacher_disagreement_score":0.011756373,"about_ca_system_score_codex":0.0006172453,"about_ca_system_score_gemma":0.0010203783,"threshold_uncertainty_score":0.023375869},"labels":[],"label_agreement":null},{"id":"W1750772963","doi":"10.1109/robot.2002.1013577","title":"Emulation of a space robot using a hydraulic manipulator on ground","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Emulation; Robot; Manipulator (device); Computer science; Space (punctuation); Control engineering; Robot manipulator; Hydraulic machinery; Simulation; Engineering; Mechanical engineering; Artificial intelligence; Operating system","score_opus":0.03399216926224047,"score_gpt":0.23713176244910697,"score_spread":0.2031395931868665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1750772963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7239206,0.0000542556,0.25538704,0.00025144662,0.00009581794,0.00019881052,0.00022476679,0.0025584332,0.01730881],"genre_scores_gemma":[0.9774721,0.000038745446,0.019022482,0.000023713681,0.000004888506,0.00007931678,0.00009716677,0.000045435685,0.0032161109],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989593,0.000026473685,0.000004754435,0.000009953,0.00004643924,0.00001634578],"domain_scores_gemma":[0.9996749,0.00016475955,0.000027933458,0.000046177585,0.00005844234,0.000027825114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026003044,0.00037719661,0.00023347998,0.00020621513,0.00023167295,0.0002907357,0.00057266775,0.00050278584,0.004998223],"category_scores_gemma":[0.0007415582,0.00011854548,0.00021307255,0.00009401097,0.0005199711,0.00031306766,0.00031202656,0.00029481403,0.00029230828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038260734,0.00014188128,0.0011093601,0.00017602177,0.00003002657,0.0005874543,0.0003442017,0.91103715,0.0578229,0.0062593524,0.0007774545,0.021331616],"study_design_scores_gemma":[0.000082214494,0.00045939512,0.0006846926,0.000013883053,0.000008962119,0.000060655573,0.000057149995,0.97829264,0.01755252,0.00063398515,0.002141612,0.0000122503725],"about_ca_topic_score_codex":0.0031185655,"about_ca_topic_score_gemma":0.002378884,"teacher_disagreement_score":0.004998223,"about_ca_system_score_codex":0.00024759755,"about_ca_system_score_gemma":0.0004248336,"threshold_uncertainty_score":0.016720772},"labels":[],"label_agreement":null},{"id":"W1793879798","doi":"10.1109/rasm.2015.7154653","title":"A new Sliding Mode Controller for Electro-Hydraulic Actuator (EHA) applications","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actuator; Electro-hydraulic actuator; Hydraulic machinery; Control theory (sociology); Fault tolerance; Control engineering; Fault (geology); Mode (computer interface); Computer science; Control system; Controller (irrigation); Fault detection and isolation; Engineering; Sliding mode control; Control (management); Reliability engineering; Nonlinear system; Artificial intelligence; Mechanical engineering","score_opus":0.023328737842557658,"score_gpt":0.2563101453183303,"score_spread":0.23298140747577264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1793879798","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023421383,0.0017088662,0.95754474,0.00031151366,0.0012051502,0.00019392191,0.00007026796,0.0014465326,0.014097515],"genre_scores_gemma":[0.8291415,0.0011154631,0.1491767,0.00030166857,0.0003632528,0.0004409897,0.00015292113,0.000038897033,0.019268507],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998461,0.000010439529,0.000012054458,0.000033855926,0.00008745197,0.000010002707],"domain_scores_gemma":[0.99989295,0.000017573677,0.000012353122,0.00000994007,0.000056078417,0.0000110711235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015323899,0.00039744243,0.00035518763,0.00025492912,0.00029369802,0.00049543276,0.0007629977,0.0005464434,0.0019575404],"category_scores_gemma":[0.00029114098,0.00011645291,0.00023509591,0.00015325872,0.00025437362,0.00042291908,0.0003920143,0.0005213368,0.00042890318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003926999,0.00018566227,0.0007704729,0.0006992255,0.00009635983,0.0011102849,0.00026547658,0.09475507,0.2411499,0.02197521,0.00927442,0.62932533],"study_design_scores_gemma":[0.00013337316,0.0010497883,0.0016665995,0.0000531184,0.000054181048,0.00076084794,0.00004580778,0.9228893,0.02514609,0.0024095261,0.045742065,0.000049294547],"about_ca_topic_score_codex":0.001114459,"about_ca_topic_score_gemma":0.0012951851,"teacher_disagreement_score":0.0019575404,"about_ca_system_score_codex":0.00016751436,"about_ca_system_score_gemma":0.0004036381,"threshold_uncertainty_score":0.0065485835},"labels":[],"label_agreement":null},{"id":"W1809764668","doi":"10.1002/rnc.3341","title":"Design and experimental study of a dynamical adaptive backstepping–sliding mode control scheme for position tracking and regulating of a low‐cost pneumatic cylinder","year":2015,"lang":"en","type":"article","venue":"International Journal of Robust and Nonlinear Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Ministry of Higher Education, Malaysia; University of Manitoba; Natural Sciences and Engineering Research Council of Canada; Universiti Tun Hussein Onn Malaysia","keywords":"Control theory (sociology); Backstepping; Tracking error; Sliding mode control; Pneumatic cylinder; Robustness (evolution); Parametric statistics; Controller (irrigation); Cylinder; Computer science; Position (finance); Mathematics; Adaptive control; Nonlinear system; Physics; Control (management)","score_opus":0.0387417200837291,"score_gpt":0.2846110659119381,"score_spread":0.24586934582820896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1809764668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87536114,0.00016734996,0.120938584,0.000088614404,0.000103531405,0.0004338969,0.000091994436,0.0005348319,0.0022801068],"genre_scores_gemma":[0.98225224,0.000037764887,0.01679229,0.0000113049655,0.000004383401,0.00014302536,0.00004201583,0.0000059002773,0.000711077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996698,0.000040896353,0.000040112536,0.000066603905,0.0001462602,0.00003629199],"domain_scores_gemma":[0.99939203,0.00012782904,0.00009566623,0.00012529014,0.00021222801,0.000046963647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064273144,0.00033021253,0.00031577118,0.0003122137,0.00026089043,0.0003002855,0.0006283811,0.00046497965,0.0010009878],"category_scores_gemma":[0.0007633563,0.00016724576,0.00025538015,0.00013343044,0.00035019594,0.0002761447,0.0003166714,0.000266959,0.00014022904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070918864,0.00060685264,0.0014897361,0.0006917529,0.00004093588,0.00019889924,0.0002749473,0.04112424,0.907527,0.001171722,0.0003428039,0.045821972],"study_design_scores_gemma":[0.0003454199,0.010466282,0.01076914,0.000043034717,0.00007896778,0.0001445489,0.00009577929,0.3900673,0.58392805,0.00023859534,0.0037403032,0.0000826274],"about_ca_topic_score_codex":0.0012219156,"about_ca_topic_score_gemma":0.0006107582,"teacher_disagreement_score":0.0012219156,"about_ca_system_score_codex":0.00019083227,"about_ca_system_score_gemma":0.00037551948,"threshold_uncertainty_score":0.0033991337},"labels":[],"label_agreement":null},{"id":"W1811903348","doi":"10.1002/stc.1731","title":"Numerical simulation and analysis of nonlinear state-space control design for hydraulic actuator control","year":2015,"lang":"en","type":"article","venue":"Structural Control and Health Monitoring","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Control theory (sociology); Actuator; Nonlinear system; Control engineering; State space; Controller (irrigation); Hydraulic cylinder; State-space representation; Engineering; Feedback linearization; Linearization; Stability (learning theory); Computer science; Control (management); Mathematics; Algorithm; Artificial intelligence","score_opus":0.04809149148268255,"score_gpt":0.3235971070659879,"score_spread":0.27550561558330533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1811903348","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08895673,0.0003581078,0.8897592,0.00029306364,0.00007538048,0.00012223213,0.00007307046,0.00033350041,0.02002871],"genre_scores_gemma":[0.9569938,0.00016564707,0.03846747,0.000029931472,0.000010127208,0.00017782985,0.000056876655,0.000027269893,0.0040710648],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978596,0.000055289074,0.000011382495,0.000020816817,0.00010469753,0.000021846108],"domain_scores_gemma":[0.9992446,0.00044452236,0.000087631706,0.000041367606,0.00016475635,0.000017176535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067521323,0.0003194645,0.00039719153,0.0002940718,0.00034076982,0.00051906164,0.00035047668,0.00061599683,0.0029547713],"category_scores_gemma":[0.0021258502,0.00017720328,0.00033328767,0.00019790945,0.0006270703,0.00032461624,0.00041485854,0.00044248957,0.00022645596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027180815,0.000012677714,0.00024430538,0.00003723736,0.0000046280215,0.000020367976,0.000028013317,0.9889809,0.0016962045,0.0051608765,0.000115942225,0.0036717558],"study_design_scores_gemma":[0.0000018952123,0.0000049593727,0.000030766398,0.0000012393338,5.936433e-7,0.000001542408,0.0000017540959,0.99939966,0.00023148129,0.00022169475,0.00010351862,9.063251e-7],"about_ca_topic_score_codex":0.0069189915,"about_ca_topic_score_gemma":0.0033568353,"teacher_disagreement_score":0.0069189915,"about_ca_system_score_codex":0.0005790013,"about_ca_system_score_gemma":0.00084742886,"threshold_uncertainty_score":0.013757467},"labels":[],"label_agreement":null},{"id":"W1833758908","doi":"10.1139/tcsme-2013-0005","title":"DESIGN AND MODELLING OF FAST SWITCHING EFFICIENT SEAT VALVES FOR DIGITAL DISPLACEMENT PUMPS","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fluid power; Displacement (psychology); Body orifice; Positive displacement meter; Mechatronics; Valve actuator; Valve seat; Mechanical engineering; Power (physics); Globe valve; Engineering; Computer science; Automotive engineering; Control engineering; Ball valve","score_opus":0.015342594678595294,"score_gpt":0.1836008501872057,"score_spread":0.1682582555086104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833758908","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107672386,0.0011774199,0.86329406,0.00023926269,0.00008964449,0.0001972176,0.00039350227,0.00075121137,0.026185239],"genre_scores_gemma":[0.90733904,0.0009920342,0.07821046,0.00003828502,0.000019868088,0.00033028625,0.0002092155,0.00009990975,0.012760933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997247,0.000052099505,0.000016310812,0.00003717778,0.00013010483,0.00003958188],"domain_scores_gemma":[0.9997855,0.000102965256,0.000044799126,0.000016503152,0.000035096633,0.000015228957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044254615,0.0006176764,0.0008198618,0.0004331599,0.0004505335,0.0014690526,0.0010857778,0.0016949833,0.0028918432],"category_scores_gemma":[0.00078249385,0.00062747835,0.0008206602,0.00033857976,0.00071743573,0.00053377956,0.00046868582,0.00047851139,0.0005181733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004060906,0.000016885519,0.00021297461,0.00008930692,0.000006630372,0.000053355983,0.00005779279,0.9842163,0.0075407145,0.002964917,0.00015631563,0.004644322],"study_design_scores_gemma":[0.000015278954,0.000035366258,0.000120251425,0.000008975782,0.0000054812417,0.000015391448,0.000012938767,0.99589705,0.0018085815,0.00050176104,0.0015726069,0.000006391657],"about_ca_topic_score_codex":0.005360959,"about_ca_topic_score_gemma":0.0036228749,"teacher_disagreement_score":0.005360959,"about_ca_system_score_codex":0.00090372533,"about_ca_system_score_gemma":0.0013214105,"threshold_uncertainty_score":0.010659516},"labels":[],"label_agreement":null},{"id":"W1891505528","doi":"10.1109/cdc.1991.261831","title":"A digital implementation of the acceleration feedback control law on a PUMA 560 manipulator","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Aeronautics and Space Administration","keywords":"Control theory (sociology); Acceleration; Weighting; Law; Computer science; Actuator; Bandwidth (computing); PID controller; Control engineering; Engineering; Control (management); Physics; Artificial intelligence","score_opus":0.01769615477052083,"score_gpt":0.2126960330218775,"score_spread":0.19499987825135667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891505528","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063756675,0.00017355043,0.9079742,0.00020021001,0.00013249287,0.0002892721,0.00007064433,0.003396992,0.024006015],"genre_scores_gemma":[0.7262164,0.00015297186,0.25879326,0.00010543966,0.000029502877,0.00026686324,0.000071444745,0.00003870465,0.014325357],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998934,0.000007993856,0.0000068786403,0.00002065223,0.000060955008,0.00001004852],"domain_scores_gemma":[0.99992275,0.000020920414,0.00001038789,0.00001293482,0.000027435817,0.0000055615096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014746438,0.00027243994,0.00015258738,0.00019589087,0.00031573567,0.00032533996,0.000444592,0.0003342209,0.006120159],"category_scores_gemma":[0.0004136691,0.00014176143,0.00012592788,0.00008639751,0.00022383641,0.0001676593,0.00019870965,0.0003860864,0.0006819389],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034278622,0.00015782715,0.00069782784,0.0003838892,0.000025918402,0.00055552664,0.0003222847,0.09734596,0.40138122,0.03206602,0.0031674197,0.46355325],"study_design_scores_gemma":[0.00042794787,0.002954701,0.0029008212,0.00016707105,0.000069229645,0.0010507682,0.00009452224,0.6678794,0.23751113,0.005963784,0.08088166,0.000099036646],"about_ca_topic_score_codex":0.0019434728,"about_ca_topic_score_gemma":0.0014487327,"teacher_disagreement_score":0.006120159,"about_ca_system_score_codex":0.00021418734,"about_ca_system_score_gemma":0.00039850682,"threshold_uncertainty_score":0.020473897},"labels":[],"label_agreement":null},{"id":"W1897041828","doi":"10.1109/robot.1997.620046","title":"Robust torque control of harmonic drive under constrained-motion","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Harmonic drive; Torque; Backlash; Harmonic; Damping torque; Control engineering; Motion control; Robotics; Controller (irrigation); Computer science; Robust control; Control system; Direct torque control; Engineering; Control (management); Artificial intelligence; Robot; Physics; Voltage","score_opus":0.02350603373584611,"score_gpt":0.18853085753773893,"score_spread":0.16502482380189282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1897041828","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24520606,0.0002465856,0.7471413,0.00012117587,0.000048204474,0.00005298686,0.0000626197,0.00087951036,0.006241548],"genre_scores_gemma":[0.99168736,0.000026726559,0.0075064474,0.000008689803,0.000006202403,0.000017280798,0.00001718364,0.000012738027,0.00071731984],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986887,0.000031693875,0.000008653319,0.000028346853,0.00004098224,0.000021326756],"domain_scores_gemma":[0.99969625,0.00012363048,0.00007957998,0.000032935364,0.000055073153,0.000012492846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003039626,0.0003424573,0.00044368661,0.000116971634,0.00018505522,0.00040713273,0.0003776379,0.00025369617,0.00087564666],"category_scores_gemma":[0.00067906943,0.00010791941,0.000160987,0.00009430241,0.0003896243,0.00025497627,0.00044084762,0.00018827594,0.00016635923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007791438,0.00010221771,0.00080469146,0.00046305073,0.000084469386,0.00042738373,0.00032879523,0.66154325,0.18635479,0.022417668,0.0019091566,0.124785356],"study_design_scores_gemma":[0.000045538858,0.0002911838,0.0007151895,0.000007114059,0.000014041965,0.000048715556,0.000020931728,0.9784386,0.016586771,0.002532842,0.0012839137,0.000015168281],"about_ca_topic_score_codex":0.0016062856,"about_ca_topic_score_gemma":0.0012719587,"teacher_disagreement_score":0.0016062856,"about_ca_system_score_codex":0.00018916812,"about_ca_system_score_gemma":0.0002163777,"threshold_uncertainty_score":0.0031938553},"labels":[],"label_agreement":null},{"id":"W1904717342","doi":"10.1109/iros.1997.649074","title":"Modelling, identification and experimental validation of a hydraulic manipulator joint for control","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); System identification; Computer science; Controller (irrigation); Control engineering; System dynamics; Hydraulic machinery; Joint (building); Identification (biology); Robust control; Control system; Engineering; Data modeling; Control (management); Mechanical engineering; Structural engineering","score_opus":0.04037526671224981,"score_gpt":0.22554690585192647,"score_spread":0.18517163913967666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904717342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60730374,0.00045181703,0.38112298,0.0004193885,0.00010186632,0.0006045438,0.0005210055,0.0021595282,0.0073150503],"genre_scores_gemma":[0.9595324,0.00015922374,0.035960607,0.000022519953,0.000010330611,0.0004135424,0.0003428284,0.000033309003,0.0035253314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921024,0.00014195248,0.000039901504,0.000091419715,0.00046458497,0.000051893734],"domain_scores_gemma":[0.99927586,0.00018797917,0.00010580092,0.00017103346,0.00022059555,0.000038778635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012443229,0.00058093853,0.00046577703,0.00034838665,0.000752508,0.0005731223,0.0010018904,0.000920485,0.0022299404],"category_scores_gemma":[0.0021653592,0.0003418778,0.00029085882,0.00021635399,0.000686367,0.0006236448,0.00046374468,0.0006156772,0.00060051895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008306236,0.0006153128,0.00522205,0.0009776,0.0000665797,0.00072108937,0.001226184,0.3080709,0.5964059,0.0061152903,0.0016811036,0.078067414],"study_design_scores_gemma":[0.0002565593,0.0033869753,0.012433247,0.00008433795,0.000052417192,0.000479727,0.00019572991,0.6136906,0.34974998,0.0010812465,0.018496765,0.00009245802],"about_ca_topic_score_codex":0.0025387616,"about_ca_topic_score_gemma":0.0021951622,"teacher_disagreement_score":0.0025387616,"about_ca_system_score_codex":0.000513909,"about_ca_system_score_gemma":0.0012138926,"threshold_uncertainty_score":0.007459879},"labels":[],"label_agreement":null},{"id":"W1926403178","doi":"10.1109/acc.1995.532212","title":"Friction estimation in a planar electrohydraulic manipulator","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Control theory (sociology); Estimator; Observer (physics); Nonlinear system; Position (finance); Planar; Work (physics); Computer science; Manipulator (device); Dynamical friction; Engineering; Robot; Mechanical engineering; Materials science; Control (management); Mathematics; Artificial intelligence; Physics","score_opus":0.008345526610747927,"score_gpt":0.20740618411673753,"score_spread":0.1990606575059896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926403178","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45606738,0.0004939202,0.54092044,0.00010824779,0.0000234617,0.000068540256,0.000036893856,0.00068722677,0.0015938154],"genre_scores_gemma":[0.94871485,0.000094807794,0.04995271,0.000016434198,0.0000057898683,0.000022698321,0.000028475419,0.000004530404,0.0011597951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997681,0.000033012515,0.000010551555,0.000054481978,0.00010941156,0.000024376772],"domain_scores_gemma":[0.9997888,0.000051494604,0.00007878047,0.000024217463,0.000043733715,0.000012974695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033555095,0.00028399355,0.00032017555,0.0002191763,0.00014648156,0.00022040916,0.0004272472,0.00039289313,0.00044251344],"category_scores_gemma":[0.0006996745,0.00019164187,0.00014832136,0.00013167107,0.00035713063,0.00029960234,0.00034059733,0.0002167221,0.000106482876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065052666,0.00008912704,0.0031145574,0.00028240547,0.000042097538,0.00043090555,0.00026179856,0.1868775,0.6717578,0.002987075,0.00040875693,0.13309738],"study_design_scores_gemma":[0.00020265869,0.0036258718,0.019186487,0.000036977843,0.00007958753,0.00070724403,0.00007744316,0.80193406,0.16390157,0.0010904132,0.009055469,0.00010220469],"about_ca_topic_score_codex":0.001300366,"about_ca_topic_score_gemma":0.001155761,"teacher_disagreement_score":0.001300366,"about_ca_system_score_codex":0.00022761537,"about_ca_system_score_gemma":0.00032026865,"threshold_uncertainty_score":0.0025856495},"labels":[],"label_agreement":null},{"id":"W1950632268","doi":"10.1007/978-3-540-79224-6_10","title":"Different Types of Faults in Control Valves","year":2008,"lang":"en","type":"book-chapter","venue":"Advances in industrial control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Reliability engineering; Engineering","score_opus":0.01836268249841236,"score_gpt":0.22085740798797998,"score_spread":0.20249472548956762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950632268","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04950698,0.045837604,0.61326545,0.0033390964,0.0060408525,0.00013732201,0.0005470741,0.0014523093,0.27987334],"genre_scores_gemma":[0.7261054,0.020606736,0.09647344,0.0014372257,0.0028109155,0.00012458874,0.00062279706,0.0005415771,0.15127738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928385,0.000098064564,0.000044012468,0.00011757372,0.00037799455,0.00007863974],"domain_scores_gemma":[0.99931586,0.00037789025,0.00004499816,0.00012788294,0.00011169189,0.00002161924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884242,0.0007241888,0.00060414424,0.0009647406,0.00055902667,0.0016819262,0.001005525,0.0017143069,0.0048742145],"category_scores_gemma":[0.0019085485,0.00035909386,0.00087969296,0.0010737793,0.0015453509,0.0029816,0.00058724376,0.0018616803,0.000989207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018899885,0.000055881592,0.00042971224,0.000606628,0.000028941706,0.0006463424,0.0004860129,0.011183069,0.008313373,0.69105595,0.017112833,0.26989222],"study_design_scores_gemma":[0.00004105311,0.00017298847,0.000993078,0.00026819692,0.000059102775,0.0030292443,0.00019300946,0.02646695,0.01780166,0.85192066,0.098998174,0.000055920413],"about_ca_topic_score_codex":0.00036953203,"about_ca_topic_score_gemma":0.0002590913,"teacher_disagreement_score":0.0048742145,"about_ca_system_score_codex":0.0006010475,"about_ca_system_score_gemma":0.00023059818,"threshold_uncertainty_score":0.016305804},"labels":[],"label_agreement":null},{"id":"W1956656227","doi":"10.22260/isarc2013/0150","title":"Study on Methodology for Detecting the Status of General Excavator without Renovation","year":2013,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excavator; Excavation; Work (physics); Rollover (web design); Computer science; Robot; Engineering; Embedded system; Simulation; Mechanical engineering; Artificial intelligence; Geotechnical engineering","score_opus":0.07221510890825655,"score_gpt":0.29802970555135355,"score_spread":0.225814596643097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956656227","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06741293,0.0003497695,0.9279513,0.00012398306,0.00008906877,0.00053202844,0.00011561872,0.0011487481,0.002276583],"genre_scores_gemma":[0.55514896,0.00043289494,0.44049686,0.00010144495,0.000046471607,0.0006642275,0.0002607864,0.000085067346,0.0027632883],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99753153,0.00050865096,0.0002147801,0.0006439579,0.0009680164,0.00013305638],"domain_scores_gemma":[0.9963568,0.00096986955,0.00045373407,0.00035152186,0.0017387766,0.00012934073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063802,0.00075351977,0.0004666136,0.0014592431,0.000375198,0.0009795546,0.0010307438,0.0007985644,0.0017720778],"category_scores_gemma":[0.0054721492,0.00029962804,0.0005156526,0.0005914202,0.0003297592,0.0012981755,0.0006890203,0.0003971637,0.0006807856],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000653357,0.00030733636,0.044182364,0.0010568437,0.00015880725,0.00055510376,0.0013575655,0.008881727,0.22498585,0.0045421957,0.001810892,0.711508],"study_design_scores_gemma":[0.00022702946,0.0045496533,0.08416615,0.00031207805,0.00049178774,0.0038662688,0.0031260306,0.500493,0.36687788,0.0057103653,0.029872447,0.00030732527],"about_ca_topic_score_codex":0.0016209285,"about_ca_topic_score_gemma":0.0013433011,"teacher_disagreement_score":0.002063802,"about_ca_system_score_codex":0.00037474275,"about_ca_system_score_gemma":0.00087169785,"threshold_uncertainty_score":0.0109145045},"labels":[],"label_agreement":null},{"id":"W1957581421","doi":"10.1109/cira.2001.1013192","title":"Cascade control of hydraulic actuators during contact tasks","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Control theory (sociology); Hydraulic cylinder; Controller (irrigation); Feed forward; Cascade; Control engineering; Compensation (psychology); Electro-hydraulic actuator; Nonlinear system; Computer science; Hydraulic machinery; Hydraulic motor; Engineering; Control (management); Artificial intelligence; Mechanical engineering","score_opus":0.009264405614986006,"score_gpt":0.18655412028793328,"score_spread":0.17728971467294727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957581421","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37607872,0.00023247486,0.61170435,0.000103548344,0.00008347604,0.00011695658,0.000035898764,0.000984451,0.0106600635],"genre_scores_gemma":[0.99426657,0.000033006625,0.0046166433,0.000007892258,0.0000052887563,0.000024181465,0.000006824118,0.0000070775495,0.0010324832],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974686,0.00003347908,0.0000133254425,0.00006292071,0.000100725345,0.000042716714],"domain_scores_gemma":[0.9996941,0.000098635996,0.00007272186,0.000029313771,0.00007222326,0.000033020086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003749825,0.00043543335,0.0003273436,0.0002316206,0.00038772367,0.00043000272,0.0005769086,0.000339549,0.002065888],"category_scores_gemma":[0.0008329223,0.00020221793,0.00017013143,0.00011162966,0.00046794608,0.00055788463,0.00078699825,0.00030224552,0.00023939955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010634295,0.00021878656,0.0014683573,0.00036938777,0.000040204395,0.00081445003,0.0008842407,0.26837116,0.59444666,0.013189517,0.0011571221,0.11797675],"study_design_scores_gemma":[0.000060632952,0.0007167418,0.0022841017,0.000014969427,0.000017062428,0.000099159755,0.00006983204,0.934342,0.057433054,0.0033333972,0.0016049286,0.000024034038],"about_ca_topic_score_codex":0.0013122732,"about_ca_topic_score_gemma":0.0014187449,"teacher_disagreement_score":0.002065888,"about_ca_system_score_codex":0.00027610525,"about_ca_system_score_gemma":0.00033071596,"threshold_uncertainty_score":0.006911099},"labels":[],"label_agreement":null},{"id":"W1963044288","doi":"10.1109/cdc.1996.577625","title":"An experimental study on modelling and identification of harmonic drive systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Identification (biology); Computer science; Harmonic analysis; Harmonic; Engineering; Electronic engineering; Acoustics; Physics","score_opus":0.04104651627112058,"score_gpt":0.25005152808391395,"score_spread":0.20900501181279338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963044288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282888,0.00021703258,0.069054544,0.00013045168,0.000052504256,0.00012185494,0.0001610897,0.0002103239,0.0017634507],"genre_scores_gemma":[0.98399633,0.00015044757,0.014588296,0.000023063587,0.000021686617,0.000071386334,0.00017171625,0.000026498803,0.0009504984],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980507,0.0005087162,0.00016394231,0.0004025436,0.0007509425,0.00012315973],"domain_scores_gemma":[0.99513334,0.002334795,0.00046728883,0.0011491566,0.0008347227,0.000080721875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017538387,0.0005595312,0.00048135073,0.0004055757,0.0005034632,0.00058062194,0.0008534079,0.001077031,0.0017005572],"category_scores_gemma":[0.007409811,0.00032570775,0.0002640404,0.00031720867,0.0009574175,0.0010267538,0.00089267676,0.0005528698,0.0004030187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001200974,0.0017145465,0.007903855,0.00068590563,0.00006018581,0.0004551307,0.0010513563,0.018826937,0.9029983,0.004066496,0.0004970707,0.060539186],"study_design_scores_gemma":[0.0001210489,0.00977316,0.01760485,0.000073215284,0.00007276755,0.0011352005,0.0005444793,0.11799308,0.84561396,0.0017038955,0.0052744146,0.00008989604],"about_ca_topic_score_codex":0.00053084287,"about_ca_topic_score_gemma":0.0003982846,"teacher_disagreement_score":0.0017538387,"about_ca_system_score_codex":0.00027718928,"about_ca_system_score_gemma":0.00020998699,"threshold_uncertainty_score":0.009275258},"labels":[],"label_agreement":null},{"id":"W1965030114","doi":"10.5402/2011/725108","title":"Iterative Smooth Variable Structure Filter for Parameter Estimation","year":2011,"lang":"en","type":"article","venue":"ISRN Signal Processing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Hyperplane; Robustness (evolution); Actuator; Computer science; Filter (signal processing); Stability (learning theory); Convergence (economics); Mathematics; Control (management)","score_opus":0.026181641126502696,"score_gpt":0.23262873545055118,"score_spread":0.20644709432404848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965030114","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020054472,0.00014631738,0.9968755,0.00003241622,0.000025612131,0.000012933878,0.000018460854,0.0002772367,0.00060599006],"genre_scores_gemma":[0.24737455,0.0007669075,0.7420138,0.00012521785,0.000106743624,0.0002048955,0.0003647081,0.00010521327,0.008938009],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958485,0.000088548586,0.00002020377,0.00007056201,0.0002048491,0.000030893214],"domain_scores_gemma":[0.9994518,0.00026138264,0.000044116696,0.00007107933,0.00015900326,0.0000125572715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000639273,0.0004818993,0.0005981381,0.00052942015,0.00026632927,0.00054338365,0.0005454167,0.0007655108,0.0030844852],"category_scores_gemma":[0.002254004,0.00022547395,0.0004334672,0.0005935749,0.0002907249,0.00061811844,0.00039428103,0.00086250546,0.0009226121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029273794,0.00005633243,0.0007157454,0.00021358035,0.00008340827,0.000089470865,0.00017259963,0.24643399,0.041347694,0.030687967,0.00478749,0.6751189],"study_design_scores_gemma":[0.00001749056,0.00006074913,0.00029862387,0.000013358475,0.000010032763,0.000040791692,0.000006998843,0.983872,0.006702187,0.0033286477,0.0056350436,0.000014056741],"about_ca_topic_score_codex":0.0034789862,"about_ca_topic_score_gemma":0.003743535,"teacher_disagreement_score":0.0034789862,"about_ca_system_score_codex":0.00041904507,"about_ca_system_score_gemma":0.0009934665,"threshold_uncertainty_score":0.010318637},"labels":[],"label_agreement":null},{"id":"W1965173787","doi":"10.2316/journal.201.2006.1.201-1429","title":"AUTO-TUNING OF ADAPTIVE CONTROL WITH DEAD ZONE","year":2006,"lang":"en","type":"article","venue":"Control and Intelligent Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dead zone; Computer science; Control (management); Control theory (sociology); Biology; Artificial intelligence; Ecology","score_opus":0.007989982635315947,"score_gpt":0.17993600334250848,"score_spread":0.17194602070719253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965173787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017982082,0.00025688027,0.9797504,0.000019022038,0.000028085951,0.00002375436,0.0000055770442,0.0006184466,0.0013157527],"genre_scores_gemma":[0.8930574,0.00014999704,0.10505104,0.00006978238,0.000030143457,0.00009480958,0.000028326012,0.000111095826,0.0014073539],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993247,0.00013197877,0.000053138498,0.00015972328,0.00028655888,0.000043969038],"domain_scores_gemma":[0.9988023,0.0006164046,0.00014600735,0.00019257335,0.0002165363,0.000026204127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075622386,0.00052301487,0.00047618372,0.0005240733,0.0003609319,0.0005332126,0.0007801879,0.0004463749,0.0009364363],"category_scores_gemma":[0.0025424433,0.00025175238,0.00035341637,0.0002609265,0.00069246645,0.00063221465,0.0007150747,0.0007118434,0.0002587536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061986526,0.0001416092,0.0013542408,0.000423952,0.00012059652,0.00015690415,0.00064305606,0.3085932,0.13336428,0.018464476,0.0009631033,0.5351547],"study_design_scores_gemma":[0.000059979717,0.00027343028,0.000931672,0.000038907463,0.000027343223,0.00013163543,0.000021912432,0.93736744,0.051981453,0.004725094,0.0043940917,0.00004717232],"about_ca_topic_score_codex":0.00072374486,"about_ca_topic_score_gemma":0.0006440661,"teacher_disagreement_score":0.0009364363,"about_ca_system_score_codex":0.00031902804,"about_ca_system_score_gemma":0.00024460777,"threshold_uncertainty_score":0.003999293},"labels":[],"label_agreement":null},{"id":"W1965318015","doi":"10.2495/eres1300221","title":"The effects of measurement errors in the restoring force feedback during real-time hybrid simulations","year":2013,"lang":"en","type":"article","venue":"WIT transactions on the built environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Synchronizing; Computer science; Restoring force; Simulation; Stability (learning theory); Noise (video); Control theory (sociology); Synchronization (alternating current); Transmission (telecommunications); Engineering; Structural engineering; Control (management); Artificial intelligence","score_opus":0.010443438778567715,"score_gpt":0.17997046753434193,"score_spread":0.16952702875577422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965318015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8692931,0.00021083094,0.12677002,0.0001842924,0.000103740436,0.00004459706,0.0001356423,0.0012499256,0.0020078882],"genre_scores_gemma":[0.99247134,0.000017173952,0.0071562435,0.000018426243,0.0000026923954,0.000013156102,0.000028968292,0.00007003741,0.00022195357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99757224,0.000612739,0.00018794328,0.0002623039,0.0011867692,0.00017794281],"domain_scores_gemma":[0.9868832,0.008734666,0.0010835147,0.0017341088,0.0013916213,0.00017284545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023705165,0.0005453793,0.0004895964,0.00046782836,0.00041759212,0.0008449833,0.00071557023,0.0007407954,0.0009925928],"category_scores_gemma":[0.014317206,0.00034699697,0.00021340395,0.00045563807,0.0007577896,0.0007359851,0.00082077057,0.00065884687,0.00013103767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021155518,0.00022875103,0.013094581,0.00030608813,0.00008231999,0.0005739621,0.0009903782,0.82320476,0.10012022,0.002280661,0.00062177423,0.056381024],"study_design_scores_gemma":[0.000043083415,0.00039469433,0.0070546614,0.000029957471,0.000028255601,0.00012170602,0.00015035926,0.8692656,0.121494405,0.0004674389,0.00088851847,0.00006136904],"about_ca_topic_score_codex":0.0043479395,"about_ca_topic_score_gemma":0.0031158228,"teacher_disagreement_score":0.0043479395,"about_ca_system_score_codex":0.0006000237,"about_ca_system_score_gemma":0.0005141395,"threshold_uncertainty_score":0.012536645},"labels":[],"label_agreement":null},{"id":"W1965634168","doi":"10.1109/tmech.2011.2160959","title":"Modeling and Robust Discrete-Time Sliding-Mode Control Design for a Fluid Power Electrohydraulic Actuator (EHA) System","year":2011,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Actuator; Nonlinear system; Sliding mode control; Discrete time and continuous time; Bounded function; Hydraulic machinery; Linear matrix inequality; Computer science; Engineering; Mathematics; Control (management); Mathematical optimization; Physics; Mathematical analysis; Artificial intelligence","score_opus":0.02145257231805768,"score_gpt":0.2065515010426178,"score_spread":0.18509892872456013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965634168","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012196051,0.00024993322,0.98472404,0.00012646348,0.00004593931,0.000036126537,0.000033411074,0.00020211715,0.0023858233],"genre_scores_gemma":[0.9494901,0.00039561326,0.046750356,0.000050989143,0.000039048457,0.00024747144,0.000094402014,0.000025485906,0.002906506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958473,0.000087482316,0.00003099387,0.000108226704,0.00015223236,0.000036277237],"domain_scores_gemma":[0.99967134,0.000117372,0.00008506833,0.000028224298,0.00008406811,0.000013918671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070823095,0.00080692896,0.00072117365,0.000309111,0.0003675319,0.0010513584,0.00095840957,0.00095063343,0.0012551927],"category_scores_gemma":[0.0010544062,0.00039601777,0.000715766,0.0002438003,0.00068429136,0.0006750276,0.00075984176,0.00077997154,0.0002734624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006252855,0.00002464119,0.00022656612,0.000111994515,0.000029630486,0.00010118305,0.00009201986,0.9684281,0.00838539,0.008537924,0.0002776579,0.013722392],"study_design_scores_gemma":[0.000006329928,0.00003027178,0.000055239136,0.0000030031606,0.0000045099596,0.0000060028306,0.0000037545701,0.998538,0.00057626184,0.00048823707,0.0002856523,0.0000027357808],"about_ca_topic_score_codex":0.00602014,"about_ca_topic_score_gemma":0.0031894555,"teacher_disagreement_score":0.00602014,"about_ca_system_score_codex":0.00061836175,"about_ca_system_score_gemma":0.0008594491,"threshold_uncertainty_score":0.011970162},"labels":[],"label_agreement":null},{"id":"W1965764771","doi":"10.1080/14399776.2004.10781192","title":"Effect of Controller in Reducing Steady-State Error due to Flow and Force Disturbances in the Electrohydraulic Actuator System","year":2004,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Nonlinear system; Actuator; Electro-hydraulic actuator; Steady state (chemistry); Open-loop controller; Hydrostatic equilibrium; PID controller; Engineering; Hydraulic cylinder; Control engineering; Computer science; Control (management); Closed loop; Physics; Artificial intelligence; Mechanical engineering","score_opus":0.003866706097803354,"score_gpt":0.23185301621389345,"score_spread":0.2279863101160901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965764771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65094674,0.0015127235,0.33167434,0.00034036554,0.00038652754,0.00024825396,0.000063940046,0.0023609677,0.012466175],"genre_scores_gemma":[0.98613435,0.00016602296,0.01224064,0.000051327002,0.000019467008,0.000034209876,0.000021014977,0.000023657558,0.0013093984],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999759,0.000034203815,0.000030781426,0.000040501913,0.00009733766,0.000038159516],"domain_scores_gemma":[0.998844,0.00058292196,0.00012787279,0.00009845705,0.0003063492,0.000040290717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004016106,0.00047677325,0.00033592465,0.0002524316,0.0002828818,0.0006525347,0.0005163951,0.00052181806,0.0014845429],"category_scores_gemma":[0.0021676784,0.00015269071,0.00020156689,0.000085684434,0.0003415667,0.00041886218,0.00036953238,0.00039963194,0.00027101557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027762158,0.0008990076,0.0021022973,0.0012558987,0.00014467697,0.00066436565,0.00059492444,0.098549634,0.64397854,0.0023077133,0.0010627292,0.24566394],"study_design_scores_gemma":[0.00040394076,0.0061901,0.008150297,0.000070552735,0.00016834588,0.00045689294,0.00021110494,0.36577445,0.61209315,0.00055920356,0.005844798,0.000077193465],"about_ca_topic_score_codex":0.0010720841,"about_ca_topic_score_gemma":0.0008439288,"teacher_disagreement_score":0.0014845429,"about_ca_system_score_codex":0.00017061815,"about_ca_system_score_gemma":0.00030863628,"threshold_uncertainty_score":0.0049663186},"labels":[],"label_agreement":null},{"id":"W1966765331","doi":"10.1243/0954407011528815","title":"Solenoid-operated diesel injectors for low-viscosity liquid and gaseous fuels","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Injector; Diesel fuel; Solenoid; Common rail; Fuel injection; Inertia; Nuclear engineering; Mechanics; Materials science; Mechanical engineering; Engineering; Automotive engineering; Physics","score_opus":0.007639457967324904,"score_gpt":0.1969812753570487,"score_spread":0.1893418173897238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966765331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1044263,0.009201586,0.86007726,0.0002121316,0.0004961384,0.0005579905,0.00067473087,0.0044722096,0.019881606],"genre_scores_gemma":[0.6903878,0.0045843828,0.27818003,0.00013537155,0.00011600972,0.00022952077,0.00060946256,0.00026382782,0.025493573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996414,0.000027204944,0.000023356175,0.00002683502,0.00026008266,0.00002097749],"domain_scores_gemma":[0.9996362,0.00007732711,0.000097639466,0.000037293226,0.00012295922,0.000028633223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029679775,0.00041741706,0.00032576738,0.00030772577,0.00029911057,0.00045039266,0.00074964925,0.00031592324,0.0027323698],"category_scores_gemma":[0.0003778781,0.00025902755,0.00041289907,0.00027365488,0.00022852802,0.00063922093,0.0002523243,0.00037213857,0.0015497738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008406489,0.00015370335,0.0026669782,0.0017818753,0.00004525253,0.000615725,0.00013795248,0.008792106,0.78735393,0.011769459,0.003380845,0.18246162],"study_design_scores_gemma":[0.00016370778,0.0016377831,0.0040107877,0.00011304647,0.00011294001,0.002926964,0.000055933146,0.090861976,0.76738924,0.0024382472,0.13017038,0.0001188882],"about_ca_topic_score_codex":0.00052874844,"about_ca_topic_score_gemma":0.0012305088,"teacher_disagreement_score":0.0027323698,"about_ca_system_score_codex":0.00033829486,"about_ca_system_score_gemma":0.00040742164,"threshold_uncertainty_score":0.00914067},"labels":[],"label_agreement":null},{"id":"W1966962443","doi":"10.1016/j.triboint.2005.10.007","title":"Tribological study on hydrostatic slipper bearing with annular orifice damper for water hydraulic axial piston motor","year":2005,"lang":"en","type":"article","venue":"Tribology International","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Huazhong University of Science and Technology","keywords":"Hydrostatic equilibrium; Body orifice; Axial piston pump; Piston (optics); Materials science; Swash; Bearing (navigation); Mechanics; Cylinder; Piston pump; Mechanical engineering; Hydraulic pump; Engineering; Physics; Optics","score_opus":0.016838205502218415,"score_gpt":0.253203892589234,"score_spread":0.23636568708701555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966962443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967037,0.00028946684,0.0018393203,0.00003430612,0.0000428573,0.000009777299,0.00001742558,0.000018350242,0.0010447914],"genre_scores_gemma":[0.9986058,0.000060804738,0.00031668443,0.000005321832,0.0000072710986,0.000002168774,0.000013459863,0.000002919156,0.0009856432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962676,0.00005710026,0.000019654328,0.00007052043,0.00016251713,0.00006337383],"domain_scores_gemma":[0.9994273,0.00015679291,0.00004810648,0.00007181927,0.0002522581,0.000043715776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036824332,0.00030005886,0.00064725266,0.0005410987,0.00062015955,0.00033477452,0.0006299825,0.00043641427,0.0026267075],"category_scores_gemma":[0.00088245963,0.00026697683,0.00026697913,0.00053140026,0.0005324008,0.0005813199,0.00023319366,0.00022115879,0.00021949477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025273622,0.00030077022,0.015402321,0.00050779356,0.000055731212,0.0013808743,0.0010278096,0.0073590823,0.9191558,0.00089875696,0.0012530748,0.050130513],"study_design_scores_gemma":[0.0002762705,0.0079463115,0.20966305,0.000053763404,0.00031342832,0.0021409176,0.0035081706,0.14956143,0.6083566,0.0007900392,0.017244598,0.0001454475],"about_ca_topic_score_codex":0.00097074104,"about_ca_topic_score_gemma":0.0015020008,"teacher_disagreement_score":0.0026267075,"about_ca_system_score_codex":0.00022756198,"about_ca_system_score_gemma":0.00020707991,"threshold_uncertainty_score":0.008787215},"labels":[],"label_agreement":null},{"id":"W1967028238","doi":"10.1115/dscc2009-2665","title":"Hybrid Control of a Pneumatic Gantry Robot for Contour Tracking: Proportional Pressure Versus Proportional Flow Control","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Control theory (sociology); Proportional control; Tracking (education); Compensation (psychology); PID controller; Robot; Offset (computer science); Pneumatic flow control; Controller (irrigation); Artificial neural network; Control engineering; Control system; Computer science; Control valves; Engineering; Control (management); Artificial intelligence; Temperature control; Mechanical engineering","score_opus":0.01458456125633589,"score_gpt":0.2324997630275754,"score_spread":0.21791520177123952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967028238","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16699645,0.00041256755,0.8226908,0.00016599166,0.00014492693,0.00017214635,0.00002171143,0.00076865766,0.00862675],"genre_scores_gemma":[0.9303041,0.00010624526,0.06710134,0.00005875086,0.000030794447,0.00008028689,0.0000130259905,0.000015475225,0.0022899664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998357,0.000031447482,0.000009971288,0.00003806427,0.00006872391,0.000015926369],"domain_scores_gemma":[0.9997601,0.00010868034,0.00004330779,0.000021506694,0.000051508003,0.000015027845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004524006,0.00037678765,0.000254169,0.00016609103,0.00018422706,0.0004997684,0.0005046918,0.0003753155,0.0012636544],"category_scores_gemma":[0.00055814866,0.00014452284,0.00016703953,0.00012995646,0.00038053823,0.00037547402,0.0003099718,0.00026827326,0.00014429865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010972136,0.00027273464,0.0012847327,0.00044183162,0.00005013696,0.00038268967,0.00032072404,0.13099931,0.45834148,0.007364704,0.001360317,0.3980842],"study_design_scores_gemma":[0.0002254053,0.0018385347,0.0025632665,0.000030944157,0.000042313688,0.0004299198,0.000043250748,0.8967023,0.09032959,0.0019746139,0.005773822,0.000046024554],"about_ca_topic_score_codex":0.0007585334,"about_ca_topic_score_gemma":0.0007391418,"teacher_disagreement_score":0.0012636544,"about_ca_system_score_codex":0.00013534618,"about_ca_system_score_gemma":0.00020300012,"threshold_uncertainty_score":0.00422734},"labels":[],"label_agreement":null},{"id":"W1969007827","doi":"10.3182/20120711-3-be-2027.00401","title":"Feedfoward and feedback adaptive controls for Continuously Variable Transmissions","year":2012,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Control theory (sociology); Feed forward; Nonlinear system; Pulley; Controller (irrigation); Regularization (linguistics); Adaptive control; Computer science; Feedback linearization; Variable (mathematics); Control engineering; Engineering; Mathematics; Artificial intelligence; Control (management)","score_opus":0.01276064779003341,"score_gpt":0.20825568920594428,"score_spread":0.19549504141591087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969007827","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056347914,0.00046215332,0.936157,0.00012788779,0.00024446336,0.000029574947,0.000022199738,0.00022197886,0.006386897],"genre_scores_gemma":[0.94690174,0.00035674198,0.03944983,0.00006804618,0.000108421256,0.00006052401,0.000032531523,0.00003970723,0.012982503],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984145,0.000028766935,0.000007809032,0.00003385083,0.00007021947,0.00001787986],"domain_scores_gemma":[0.99974424,0.000121953155,0.000027147145,0.000025489204,0.00007400968,0.0000071090126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025939333,0.0004481274,0.00028672887,0.00019187407,0.00034971422,0.00059558667,0.00057614833,0.00055609574,0.0030276077],"category_scores_gemma":[0.000966015,0.00018857508,0.00022447137,0.00018771454,0.0004781377,0.00045000427,0.00040020057,0.0006317632,0.000229575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000870842,0.00014801779,0.00063753984,0.00036206964,0.00006828284,0.00027978932,0.00060506177,0.34994048,0.12770884,0.051676262,0.003460251,0.46424258],"study_design_scores_gemma":[0.000033830365,0.00035975597,0.0007747553,0.00002129678,0.000021667214,0.00009842537,0.0000376095,0.9758068,0.011994434,0.0066993553,0.00412793,0.000024159357],"about_ca_topic_score_codex":0.0024226913,"about_ca_topic_score_gemma":0.0025712128,"teacher_disagreement_score":0.0030276077,"about_ca_system_score_codex":0.00021813806,"about_ca_system_score_gemma":0.0002089558,"threshold_uncertainty_score":0.010128379},"labels":[],"label_agreement":null},{"id":"W1970478164","doi":"10.4271/2013-01-1729","title":"Calibrating an Adaptive Pivoting Vane Pump to Deliver a Stepped Pressure Profile","year":2013,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Calibration; Computer science; Control theory (sociology); Materials science; Physics; Artificial intelligence","score_opus":0.01260642748095299,"score_gpt":0.2228548742973084,"score_spread":0.2102484468163554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970478164","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30544758,0.0002811431,0.6844753,0.00037621264,0.0002940936,0.00033071748,0.00014712592,0.003863385,0.0047844807],"genre_scores_gemma":[0.88938147,0.000075103904,0.1079102,0.00010238727,0.00001631618,0.00006002625,0.000054957833,0.00009156159,0.0023079435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994122,0.00008553887,0.000032540607,0.00013831098,0.000284995,0.000046453308],"domain_scores_gemma":[0.9992799,0.00025548204,0.000082901686,0.00009276883,0.0002414433,0.000047531306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086493784,0.0005570411,0.0005432638,0.00047058077,0.00053183275,0.0009952058,0.0010766551,0.0009791856,0.0017945562],"category_scores_gemma":[0.0018355683,0.00053270155,0.0001890509,0.00031475257,0.00041736453,0.00065725984,0.0006317472,0.000702408,0.00069735956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011561915,0.00033748592,0.0070023444,0.0002842682,0.00008349519,0.00023760539,0.00027075518,0.032845832,0.7001714,0.002209736,0.0020471707,0.2533538],"study_design_scores_gemma":[0.00018584961,0.0011398902,0.007798443,0.0000358832,0.00006724021,0.0004712673,0.00007850822,0.5445653,0.43659052,0.0004273029,0.008548972,0.000090832786],"about_ca_topic_score_codex":0.0015533261,"about_ca_topic_score_gemma":0.0016372341,"teacher_disagreement_score":0.0017945562,"about_ca_system_score_codex":0.0004281766,"about_ca_system_score_gemma":0.00095181307,"threshold_uncertainty_score":0.00600338},"labels":[],"label_agreement":null},{"id":"W1970517087","doi":"10.4271/2012-01-0409","title":"Internal Force Analysis of a Variable Displacement Vane Pump","year":2012,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Displacement (psychology); Variable (mathematics); Variable displacement pump; Computer science; Control theory (sociology); Mechanics; Physics; Mathematics; Artificial intelligence; Mathematical analysis; Control (management)","score_opus":0.009704840429891781,"score_gpt":0.234586860758004,"score_spread":0.22488202032811222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970517087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697137,0.00015322544,0.02401562,0.0001222242,0.000024331199,0.000025277437,0.00015769422,0.00012906297,0.005658922],"genre_scores_gemma":[0.9965353,0.00005329883,0.0019030155,0.0000069445036,0.0000027130852,0.00000694112,0.000059695445,0.000008770876,0.001423254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998307,0.00001320798,0.000008059337,0.000024167488,0.00008423312,0.000039465038],"domain_scores_gemma":[0.9997726,0.00010408438,0.000028282262,0.000019071238,0.00006100364,0.000014917257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022792678,0.00022518971,0.00030051262,0.000760542,0.0004303105,0.00054132025,0.0002847964,0.0004831011,0.002028577],"category_scores_gemma":[0.0006574719,0.00016652427,0.0003362991,0.0002807988,0.0005661106,0.0003104092,0.0003021706,0.00022089302,0.00020651007],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010613393,0.00015304703,0.020049885,0.00025529365,0.000060782993,0.001470584,0.000675518,0.47739488,0.37566435,0.0067364466,0.0017373614,0.11474057],"study_design_scores_gemma":[0.00003501704,0.00031986638,0.023421355,0.00001747928,0.000027426668,0.00021244508,0.00024155418,0.92136467,0.050501842,0.00058341894,0.003227175,0.000047817084],"about_ca_topic_score_codex":0.0045136088,"about_ca_topic_score_gemma":0.002312447,"teacher_disagreement_score":0.0045136088,"about_ca_system_score_codex":0.00039690707,"about_ca_system_score_gemma":0.00044557507,"threshold_uncertainty_score":0.008974671},"labels":[],"label_agreement":null},{"id":"W1971077074","doi":"10.1080/14399776.2002.10781145","title":"Implementation of Single Feedback Control Loop for Constant Power Regulated Swash Plate Axial Piston Pumps","year":2002,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Swash; Constant (computer programming); Piston (optics); Axial piston pump; Piston pump; Power (physics); Control theory (sociology); Loop (graph theory); Engineering; Mechanical engineering; Fluid power; Control (management); Computer science; Physics; Mathematics; Hydraulic pump; Thermodynamics; Optics","score_opus":0.01335082128883224,"score_gpt":0.24640034767081573,"score_spread":0.23304952638198348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971077074","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19528013,0.00031425987,0.79532564,0.00012456956,0.00018819007,0.00020630177,0.00007008863,0.0028034344,0.005687424],"genre_scores_gemma":[0.96780306,0.00006178056,0.03050484,0.000020064694,0.000014513589,0.000076623786,0.000030981784,0.000013981375,0.0014741443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996419,0.00005097788,0.000025807294,0.00009093902,0.0001506966,0.0000395198],"domain_scores_gemma":[0.9997199,0.000075614946,0.00005324059,0.000033748922,0.00010184452,0.000015533116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046653,0.00048059606,0.00043992302,0.00026133156,0.00037600633,0.00059287215,0.0011887369,0.00063653756,0.0024011333],"category_scores_gemma":[0.0004181084,0.00019415503,0.00039074765,0.00012510753,0.000306973,0.00047408696,0.00032988153,0.00049462164,0.0003236589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009657312,0.0005631025,0.002452007,0.0010779415,0.00014656788,0.0007536912,0.0005266171,0.3563858,0.4037142,0.009272348,0.0019812628,0.2221608],"study_design_scores_gemma":[0.000087967775,0.0008994869,0.0009581857,0.000021590597,0.000029953286,0.00014166003,0.000020494952,0.9188033,0.075902,0.0004050394,0.0027032204,0.000027009746],"about_ca_topic_score_codex":0.0016571648,"about_ca_topic_score_gemma":0.0011395339,"teacher_disagreement_score":0.0024011333,"about_ca_system_score_codex":0.00032976642,"about_ca_system_score_gemma":0.00044036144,"threshold_uncertainty_score":0.00803262},"labels":[],"label_agreement":null},{"id":"W1971475819","doi":"10.1016/j.jsv.2013.05.009","title":"Corrigendum to “Nonlinear damping calculation in cylindrical gear dynamic modeling” [J. Sound Vib. 331/9 (2012) 2110–2128]","year":2013,"lang":"en","type":"erratum","venue":"Journal of Sound and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; École de Technologie Supérieure","funders":"","keywords":"Nonlinear system; Acoustics; Physics; Sound (geography); Engineering","score_opus":0.02316244285982209,"score_gpt":0.2547151187978494,"score_spread":0.23155267593802734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971475819","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018115467,0.0026393204,0.0019102797,0.023475353,0.9576182,0.00007798614,0.0012072603,0.00066175027,0.012228683],"genre_scores_gemma":[0.008742869,0.01168844,0.00511643,0.039242756,0.20890051,0.00035878216,0.0059535904,0.0020752682,0.7179214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955915,0.00052787864,0.0006407184,0.000531858,0.0023483331,0.0003597457],"domain_scores_gemma":[0.98207927,0.0023793313,0.00050876784,0.00090376654,0.013646837,0.00048193638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002201603,0.0032934083,0.0032976482,0.0049402774,0.0042930664,0.003129192,0.0050567584,0.006088887,0.11162117],"category_scores_gemma":[0.022729145,0.0014797166,0.0030517306,0.0033093635,0.0018392402,0.0027121555,0.0027811788,0.006254031,0.08672151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029922849,0.000011691467,0.000041406314,0.00012205151,0.000008664258,0.00011189742,0.0000116803785,0.00009967769,0.00009333183,0.0006657038,0.99391043,0.0048936396],"study_design_scores_gemma":[0.00003986417,0.000055262535,0.001410704,0.0002836124,0.000042988788,0.00026928892,0.00006843238,0.0010426366,0.0007783793,0.0026223056,0.99332196,0.00006463957],"about_ca_topic_score_codex":0.04536017,"about_ca_topic_score_gemma":0.056873646,"teacher_disagreement_score":0.11162117,"about_ca_system_score_codex":0.0046553,"about_ca_system_score_gemma":0.0038705159,"threshold_uncertainty_score":0.37341005},"labels":[],"label_agreement":null},{"id":"W1972937834","doi":"10.1109/cca.2014.6981487","title":"Robust H&lt;inf&gt;&amp;#x221E;&lt;/inf&gt; force control of a solenoid actuator using experimental data and finite element method","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Actuator; Solenoid; Control theory (sociology); Finite element method; Controller (irrigation); System identification; Robust control; Computer science; Control system; Control engineering; Engineering; Mechanical engineering; Data modeling; Electrical engineering; Control (management); Artificial intelligence; Structural engineering","score_opus":0.04976747785221258,"score_gpt":0.281573254630648,"score_spread":0.2318057767784354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972937834","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026567733,0.00024738,0.9697174,0.000060371993,0.000028838598,0.00004030607,0.0000954026,0.00051457767,0.0027280634],"genre_scores_gemma":[0.8718466,0.00025253685,0.12491019,0.000030702886,0.000029748979,0.00021013773,0.0003115972,0.00007995623,0.0023286263],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994351,0.00010893499,0.00004140621,0.00013344754,0.00025005313,0.000030923336],"domain_scores_gemma":[0.9990565,0.00048202113,0.00015820042,0.00012582321,0.00016311022,0.0000143252055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008239838,0.0007372958,0.0005766118,0.00026277718,0.00019826491,0.0008805513,0.0004871661,0.0006878073,0.0024901358],"category_scores_gemma":[0.0019329801,0.00022778536,0.00037965554,0.0001951822,0.0005142875,0.0006110479,0.00035890425,0.0004812743,0.00040962076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032917524,0.000096238924,0.0006441669,0.00045730206,0.00005626215,0.00013660724,0.00011188595,0.76161915,0.087524675,0.007967615,0.0007842587,0.14027272],"study_design_scores_gemma":[0.000007346694,0.000057324607,0.00028095412,0.000011855793,0.000004974161,0.000017547696,0.000008083945,0.98811066,0.010144604,0.000669869,0.00067749305,0.000009244341],"about_ca_topic_score_codex":0.002912767,"about_ca_topic_score_gemma":0.0016397241,"teacher_disagreement_score":0.002912767,"about_ca_system_score_codex":0.00032499185,"about_ca_system_score_gemma":0.000487164,"threshold_uncertainty_score":0.008330345},"labels":[],"label_agreement":null},{"id":"W1974525514","doi":"10.1115/imece2006-14190","title":"Design and Control of the Angular Acceleration of a Hydraulic Rotary Actuator to Simulate a Flexible Joint Robot","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Control theory (sociology); Acceleration; Hydraulic machinery; Rotary actuator; Engineering; Electrohydraulic servo valve; Hydraulic cylinder; Servomotor; Plant; Servo; Control engineering; Computer science; Mechanical engineering; Physics; Artificial intelligence","score_opus":0.013670193980395488,"score_gpt":0.1945411842223747,"score_spread":0.18087099024197922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974525514","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10449177,0.00021110986,0.88643944,0.00014448487,0.000105867904,0.0005445602,0.000108480854,0.0015446085,0.0064097047],"genre_scores_gemma":[0.8556201,0.00015769889,0.1399108,0.000030906715,0.000014219752,0.0006033795,0.00007923249,0.00004397303,0.0035397608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996569,0.000061988816,0.000030237685,0.000055984816,0.00016379905,0.000031041902],"domain_scores_gemma":[0.9996031,0.000102887374,0.0000760568,0.0000501888,0.00014083639,0.000026926124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006566885,0.00036167074,0.00028943171,0.0002263284,0.00024342984,0.0003840253,0.0008315393,0.00045794412,0.0016350206],"category_scores_gemma":[0.0007055575,0.0002344269,0.0003114375,0.00009142728,0.00035602888,0.00026438097,0.00029664044,0.00036729127,0.0003186256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004552426,0.00024274929,0.0020761515,0.0011541626,0.00007586263,0.0003614826,0.0003583488,0.4027089,0.51810604,0.009028352,0.00070520316,0.06472756],"study_design_scores_gemma":[0.00018879058,0.0014679866,0.002898123,0.00006198839,0.00005402466,0.00017133719,0.00004631068,0.86499465,0.11964018,0.0005840409,0.009852495,0.000040045925],"about_ca_topic_score_codex":0.0015357622,"about_ca_topic_score_gemma":0.000883239,"teacher_disagreement_score":0.0016350206,"about_ca_system_score_codex":0.0002565868,"about_ca_system_score_gemma":0.00067630067,"threshold_uncertainty_score":0.00546968},"labels":[],"label_agreement":null},{"id":"W1975758184","doi":"10.1115/imece2006-15711","title":"Flow Field in the Vicinity of a High-Pressure-Drop Ball Valve","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ball valve; Gate valve; Mechanics; Pressure drop; Back pressure; Butterfly valve; Piping; Flow coefficient; Globe valve; Combustor; Flow (mathematics); Materials science; Control valves; Mechanical engineering; Engineering; Combustion; Physics; Chemistry","score_opus":0.005356625686461009,"score_gpt":0.1880339093072679,"score_spread":0.1826772836208069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975758184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963877,0.00006274256,0.0020872524,0.00006580973,0.000017939277,0.000018971501,0.00008794716,0.000096272124,0.00117529],"genre_scores_gemma":[0.9986687,0.000022565806,0.00081250357,0.000013557916,0.0000034346897,0.0000047076837,0.00008882171,0.000005128998,0.0003805548],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998454,0.000015940079,0.000006919615,0.000040894174,0.00004486321,0.000046044377],"domain_scores_gemma":[0.99968314,0.000104238265,0.000040747636,0.000019674264,0.00006756031,0.00008467765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023029165,0.00027851755,0.0004545841,0.00046646173,0.000569733,0.0007193423,0.00040088766,0.0009590371,0.0013880077],"category_scores_gemma":[0.0005530327,0.00018256025,0.0003529051,0.00025507182,0.00081619696,0.0006037284,0.00041333307,0.00073894457,0.00017508057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002429705,0.00092388724,0.04419186,0.00020881117,0.000046452533,0.004048472,0.00096403883,0.10690871,0.8220403,0.002636614,0.0011218841,0.014479295],"study_design_scores_gemma":[0.00040741533,0.0032130186,0.13568892,0.00007914324,0.00006687577,0.00093220145,0.0013999927,0.56823355,0.28686675,0.0012583375,0.0016713155,0.00018237915],"about_ca_topic_score_codex":0.0027436672,"about_ca_topic_score_gemma":0.0011420377,"teacher_disagreement_score":0.0027436672,"about_ca_system_score_codex":0.000380564,"about_ca_system_score_gemma":0.00050111266,"threshold_uncertainty_score":0.0054553747},"labels":[],"label_agreement":null},{"id":"W1975857459","doi":"10.1115/1.3212088","title":"Mechanical Issues Inherent in Antagonistically Actuated Systems","year":2009,"lang":"en","type":"article","venue":"Journal of Mechanisms and Robotics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Neptec Design Group (Canada); Innovation, Science and Economic Development Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stiffness; Actuator; Structural engineering; Control theory (sociology); Displacement (psychology); Softening; Nonlinear system; Hardening (computing); Computer science; Mechanical engineering; Engineering; Materials science; Physics; Control (management)","score_opus":0.012995885471801163,"score_gpt":0.23659090616863573,"score_spread":0.22359502069683457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975857459","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1944968,0.0028411269,0.71085614,0.0018275401,0.00039637586,0.00007582547,0.00006708705,0.0003320456,0.089106984],"genre_scores_gemma":[0.96679884,0.00075230794,0.02466504,0.00016585742,0.000115761744,0.000079367266,0.000023299603,0.00003663291,0.007362986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917185,0.0001945149,0.000055616518,0.00011899805,0.0003986131,0.0000603196],"domain_scores_gemma":[0.99901986,0.0005022076,0.00014115439,0.00015962354,0.00013597257,0.000041208263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010186736,0.0003523459,0.00046132127,0.0004452736,0.000927849,0.0012071617,0.0007368294,0.0017947485,0.0040693106],"category_scores_gemma":[0.0028966775,0.0005149242,0.0003168378,0.00024111001,0.0015357257,0.0015793805,0.001455002,0.0008304426,0.00060704607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014484423,0.00007411662,0.0014037594,0.0005301442,0.00006867164,0.0021492415,0.0010678353,0.13565063,0.1337671,0.66116256,0.001328126,0.06265312],"study_design_scores_gemma":[0.000070811686,0.000567143,0.0035682162,0.000103515165,0.000055682918,0.0035556154,0.00053862145,0.4506902,0.015430463,0.49313244,0.032181244,0.0001060117],"about_ca_topic_score_codex":0.0002288335,"about_ca_topic_score_gemma":0.00022052982,"teacher_disagreement_score":0.0040693106,"about_ca_system_score_codex":0.00023448009,"about_ca_system_score_gemma":0.00024912704,"threshold_uncertainty_score":0.013613164},"labels":[],"label_agreement":null},{"id":"W1975981200","doi":"10.1115/imece2005-80484","title":"Roll Plane Analysis of Interconnected Hydro-Pneumatic Suspension Struts","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Suspension (topology); Stiffness; Parametric statistics; Structural engineering; Compressibility; Bar (unit); Engineering; Mechanical engineering; Physics; Aerospace engineering","score_opus":0.008944937712778109,"score_gpt":0.20911074029966437,"score_spread":0.20016580258688627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975981200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7090143,0.00021283707,0.27423927,0.00006152061,0.00002010023,0.000043691096,0.00008866304,0.00019220947,0.016127476],"genre_scores_gemma":[0.9949963,0.00006043348,0.0027800964,0.0000054198804,0.0000047817275,0.000013116593,0.000028602237,0.000009105549,0.002102002],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999149,0.000013851515,0.000003065054,0.000016889822,0.00003648389,0.0000147341625],"domain_scores_gemma":[0.9999007,0.00002378721,0.00003221511,0.000009348329,0.000023697092,0.000010214958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011205134,0.00027388768,0.00021350694,0.00031742372,0.00017593788,0.0005428018,0.00022497037,0.00039942987,0.0019858547],"category_scores_gemma":[0.00025454053,0.00017618484,0.00024635403,0.00013580512,0.00043270265,0.00034260948,0.00033366345,0.00018295337,0.00032246078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002202772,0.000042579995,0.0015718568,0.000090408226,0.000030718573,0.000503039,0.00016547542,0.8348854,0.12974507,0.020647092,0.0002057359,0.011892339],"study_design_scores_gemma":[0.000007954067,0.00008805379,0.0007902005,0.0000040290074,0.000008210056,0.000039659328,0.000033308777,0.9928114,0.0049664783,0.00078954926,0.0004558957,0.0000053286667],"about_ca_topic_score_codex":0.0011769498,"about_ca_topic_score_gemma":0.00081827276,"teacher_disagreement_score":0.0019858547,"about_ca_system_score_codex":0.00019970267,"about_ca_system_score_gemma":0.00020795049,"threshold_uncertainty_score":0.0066432953},"labels":[],"label_agreement":null},{"id":"W1976879887","doi":"10.1115/detc2013-13182","title":"A Cogging Torque Assisted Motor Driven Valve Actuation System for Internal Combustion Engines","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Robustness (evolution); Automotive engineering; Torque; Automotive industry; Internal combustion engine; Efficient energy use; Combustion; Cogging torque; Mechanical engineering; Computer science; Engineering; Control engineering; Electrical engineering; Aerospace engineering; Magnet","score_opus":0.012479215074207059,"score_gpt":0.21209817207655257,"score_spread":0.1996189570023455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976879887","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21631256,0.001383454,0.7601985,0.00040752487,0.00039209862,0.0002464189,0.00018595709,0.0029807093,0.017892754],"genre_scores_gemma":[0.92570317,0.00023256018,0.06774464,0.000056724974,0.00003563774,0.000073583076,0.00009576737,0.000027860035,0.0060300124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987364,0.000018265906,0.000011377709,0.000015980972,0.000071253235,0.000009532878],"domain_scores_gemma":[0.9999138,0.000020478337,0.000020691648,0.000010475362,0.00002652607,0.000007901942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015867979,0.00017996931,0.00021477774,0.00016345411,0.0003065726,0.0003107491,0.0004793267,0.00029643803,0.0018168368],"category_scores_gemma":[0.00024314219,0.00011323536,0.000122674,0.00012555618,0.00015782344,0.00022839906,0.0001965678,0.00021702483,0.00036249848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024476828,0.0001254121,0.0010639614,0.0005147371,0.000029143604,0.00033178934,0.00017110084,0.03033525,0.73315954,0.009533469,0.0035774808,0.22091326],"study_design_scores_gemma":[0.0001804115,0.0023843271,0.005032645,0.000075505945,0.000058333564,0.0013744114,0.000050147843,0.5485119,0.35350788,0.0018299584,0.08688888,0.00010559209],"about_ca_topic_score_codex":0.00034870015,"about_ca_topic_score_gemma":0.0005538696,"teacher_disagreement_score":0.0018168368,"about_ca_system_score_codex":0.00018460845,"about_ca_system_score_gemma":0.00027789976,"threshold_uncertainty_score":0.006077945},"labels":[],"label_agreement":null},{"id":"W1977838576","doi":"10.1115/dscc2009-2635","title":"Internal Leakage Diagnosis in Hydraulic Actuators Using Wavelet Transforms","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Leakage (economics); Root mean square; Wavelet transform; Control theory (sociology); Wavelet; Acoustics; Hydraulic cylinder; Fault detection and isolation; Discrete wavelet transform; Computer science; Materials science; Engineering; Mechanical engineering; Artificial intelligence; Physics; Electrical engineering","score_opus":0.013981719237722021,"score_gpt":0.22844899774546698,"score_spread":0.21446727850774497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977838576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8635644,0.00026030096,0.13511649,0.00006242661,0.00001890259,0.000022079166,0.000042519234,0.00029056318,0.0006223292],"genre_scores_gemma":[0.9832533,0.00009444146,0.016379163,0.000008266152,0.0000038876437,0.000007038646,0.000026325226,0.000007664644,0.0002199468],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999689,0.000055665318,0.0000170444,0.000035204466,0.00017390461,0.000029284729],"domain_scores_gemma":[0.99956614,0.00020302854,0.000083701925,0.00002692215,0.00009864792,0.000021583512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044126177,0.00025252262,0.000316249,0.0003798085,0.00012508857,0.0003055612,0.00021198114,0.00034272365,0.00031930677],"category_scores_gemma":[0.0014281316,0.00013368591,0.0001434243,0.00024554876,0.00028728376,0.0005305864,0.00029670013,0.00019044183,0.00008863101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053746987,0.00006244455,0.005945463,0.00021557357,0.000022554877,0.00031934478,0.00018402428,0.017200084,0.8822403,0.00043710702,0.00015169577,0.09268411],"study_design_scores_gemma":[0.00003662831,0.0010431976,0.024092704,0.000028906377,0.000037732065,0.0007426455,0.00014414632,0.3294606,0.6424376,0.0006798404,0.0012579407,0.000038119608],"about_ca_topic_score_codex":0.00029891048,"about_ca_topic_score_gemma":0.00027124846,"teacher_disagreement_score":0.00044126177,"about_ca_system_score_codex":0.00013880637,"about_ca_system_score_gemma":0.00012686665,"threshold_uncertainty_score":0.0023337007},"labels":[],"label_agreement":null},{"id":"W1978312156","doi":"10.1115/imece2007-41474","title":"Position Tracking Control of Miniature Low Pressure Water Hydraulic Cylinders","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hydraulic cylinder; Actuator; Pneumatic cylinder; Control valves; Hydraulic machinery; Control theory (sociology); Pneumatic actuator; Lift (data mining); Electrohydraulic servo valve; Solenoid valve; Solenoid; Engineering; Mechanical engineering; Cylinder; Computer science; Electrical engineering","score_opus":0.005390665675134264,"score_gpt":0.1982552410219815,"score_spread":0.19286457534684723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978312156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7545531,0.0004710553,0.24016537,0.00013231579,0.000077428456,0.0000651169,0.000040304658,0.000846095,0.0036491293],"genre_scores_gemma":[0.9708193,0.000114729344,0.026672073,0.00002005069,0.0000118494745,0.000033108983,0.00001583252,0.00001474407,0.002298297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987316,0.000020270767,0.000009269576,0.000024581723,0.000058841582,0.000013809456],"domain_scores_gemma":[0.999734,0.00009324357,0.00009058488,0.000023791683,0.000040660772,0.000017745919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024689673,0.0003204223,0.00029182655,0.00017165615,0.00018298652,0.00033509606,0.000409514,0.0002500153,0.00062430993],"category_scores_gemma":[0.00047087626,0.00015417524,0.00012625383,0.00009076154,0.00039692203,0.00028689485,0.0003441259,0.00018789183,0.000103373925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030518198,0.00006593955,0.00048470063,0.00016974413,0.000011307597,0.0001612643,0.00019578316,0.06054083,0.8673116,0.00135367,0.00032538216,0.06907456],"study_design_scores_gemma":[0.00012537288,0.00096389867,0.0025899806,0.00001143629,0.000018051016,0.00015558435,0.000037589918,0.50949365,0.48046112,0.0005827704,0.0055118534,0.00004866566],"about_ca_topic_score_codex":0.000942106,"about_ca_topic_score_gemma":0.0011246873,"teacher_disagreement_score":0.000942106,"about_ca_system_score_codex":0.000250265,"about_ca_system_score_gemma":0.00025432196,"threshold_uncertainty_score":0.0020884871},"labels":[],"label_agreement":null},{"id":"W1979574149","doi":"10.1115/pvp2013-97692","title":"Acoustic Resonance of a Steam Line Gate Valve","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Piping; Acoustics; Duct (anatomy); Amplitude; Rotational symmetry; Mechanics; Vibration; Turbulence; Materials science; Electrical engineering; Engineering; Physics; Mechanical engineering; Optics","score_opus":0.008868868278454062,"score_gpt":0.19617753339392646,"score_spread":0.1873086651154724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979574149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971601,0.000021460502,0.001966385,0.000019835099,0.000007854789,0.0000036467459,0.000022077358,0.00006551514,0.00073314883],"genre_scores_gemma":[0.99955124,0.000007775633,0.00018248534,0.0000019715494,0.000001461932,7.328782e-7,0.000012050443,0.0000024360784,0.00023981642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993336,0.000014718734,0.0000022613556,0.000015450585,0.000023798426,0.0000104169485],"domain_scores_gemma":[0.9998784,0.000058339014,0.000011371797,0.000014022622,0.000013779534,0.000024010673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012727766,0.00015009036,0.00022021821,0.00010462237,0.00019917819,0.00024522332,0.0002458826,0.00039297948,0.0017452253],"category_scores_gemma":[0.00032754525,0.000115061455,0.0001742299,0.00005980751,0.00038043142,0.00015249124,0.00020642836,0.00020454708,0.00012944073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000969547,0.00016464396,0.007551755,0.00015911946,0.00003060226,0.0024237323,0.00077613705,0.04517692,0.9269752,0.0022653555,0.00044005745,0.013066928],"study_design_scores_gemma":[0.00020383892,0.0041801007,0.049415257,0.000032834803,0.00005995797,0.0010792692,0.00057260034,0.6553952,0.284409,0.0010102472,0.0035572557,0.00008443519],"about_ca_topic_score_codex":0.0012463968,"about_ca_topic_score_gemma":0.0005358293,"teacher_disagreement_score":0.0017452253,"about_ca_system_score_codex":0.00015330856,"about_ca_system_score_gemma":0.00010333411,"threshold_uncertainty_score":0.0058383346},"labels":[],"label_agreement":null},{"id":"W1980057809","doi":"10.1115/ices2012-81173","title":"A Robust Variable Valve Actuation System With Energy Recovery Mechanism","year":2012,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Robustness (evolution); Ball screw; Automotive engineering; Hydraulic machinery; Energy consumption; Control theory (sociology); Actuator; Energy recovery; Crankshaft; Computer science; Valve actuator; Engineering; Energy (signal processing); Mechanical engineering","score_opus":0.012671917343523034,"score_gpt":0.1619209869474238,"score_spread":0.14924906960390077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980057809","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12986295,0.001413401,0.8594761,0.00018870794,0.0002761119,0.00014742365,0.00013929972,0.0033556125,0.0051403283],"genre_scores_gemma":[0.9149742,0.0002842916,0.080607824,0.000082838254,0.00006617827,0.00009438041,0.0001422686,0.00004204842,0.0037058922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997187,0.000031746986,0.000027522978,0.000073638876,0.00012622282,0.000022114513],"domain_scores_gemma":[0.99982375,0.00004130617,0.00005058082,0.000035169076,0.000034545694,0.000014649262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027441935,0.000306918,0.0004660977,0.00022938485,0.00021541247,0.00039702607,0.0010248799,0.00045831985,0.0016395982],"category_scores_gemma":[0.0003270326,0.000176326,0.00026060976,0.00014703459,0.00021019191,0.0005869108,0.0004037499,0.00028594755,0.00042637406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042760588,0.000114195005,0.0008877377,0.00058481755,0.00007980326,0.00037380203,0.000098489116,0.052527398,0.7629886,0.0067836014,0.0014219302,0.17371212],"study_design_scores_gemma":[0.00019339836,0.0014906882,0.0029426783,0.000036851106,0.00010800497,0.0009484631,0.000025869727,0.7202201,0.24284157,0.0016477787,0.029419675,0.00012493276],"about_ca_topic_score_codex":0.00025262567,"about_ca_topic_score_gemma":0.00023731534,"teacher_disagreement_score":0.0016395982,"about_ca_system_score_codex":0.00014237728,"about_ca_system_score_gemma":0.00021200662,"threshold_uncertainty_score":0.005484998},"labels":[],"label_agreement":null},{"id":"W1980256762","doi":"10.1080/13895260412331315553","title":"Parametric Simulation of Shovel-Oil Sands Interactions During Excavation","year":2004,"lang":"en","type":"article","venue":"International Journal of Surface Mining Reclamation and Environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Shovel; Oil sands; Excavation; Parametric statistics; Geology; Petroleum engineering; Geotechnical engineering; Mining engineering; Archaeology; Geography; Mathematics; Statistics","score_opus":0.014918876472537364,"score_gpt":0.23563559865947367,"score_spread":0.2207167221869363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980256762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549055,0.00004490335,0.03810006,0.00007565097,0.000013516676,0.0000464878,0.0002494501,0.00021006465,0.0063542654],"genre_scores_gemma":[0.99733436,0.000029573222,0.0018818063,0.0000048067786,0.0000011917917,0.000026941778,0.00007138551,0.000011122729,0.0006389583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998323,0.00004073087,0.000009104994,0.000018310895,0.000052819458,0.00004681888],"domain_scores_gemma":[0.99936324,0.00041328694,0.00005927392,0.00005840039,0.000056708854,0.00004900675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022990619,0.00029458673,0.000461671,0.00027096932,0.00038585096,0.00058148586,0.0006885831,0.0008622524,0.0014111559],"category_scores_gemma":[0.0013593511,0.00024854532,0.00029405358,0.00036245893,0.0005791724,0.0004966943,0.0006039243,0.000409498,0.00013547712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037362617,0.000021185751,0.00077033543,0.000010439569,0.0000048029233,0.00006054467,0.0000475772,0.99525875,0.0020673766,0.00044854556,0.0000486827,0.0012243805],"study_design_scores_gemma":[0.0000073623783,0.000029686065,0.00028940663,0.0000013382951,0.0000021402134,0.00000865724,0.000021902413,0.99856156,0.00083179807,0.0001187992,0.00012303969,0.000004368672],"about_ca_topic_score_codex":0.0060293227,"about_ca_topic_score_gemma":0.004026691,"teacher_disagreement_score":0.0060293227,"about_ca_system_score_codex":0.0003611188,"about_ca_system_score_gemma":0.0007827847,"threshold_uncertainty_score":0.011988401},"labels":[],"label_agreement":null},{"id":"W1980432853","doi":"10.1504/ijmic.2008.023514","title":"Identification of the GMS friction model based on a robust adaptive observer","year":2008,"lang":"en","type":"article","venue":"International Journal of Modelling Identification and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bounded function; Control theory (sociology); Observer (physics); Slip (aerodynamics); Mathematics; Identification (biology); Uniform boundedness; Approximation error; Applied mathematics; Computer science; Mathematical analysis; Physics; Artificial intelligence; Control (management)","score_opus":0.03144000893768927,"score_gpt":0.21357727050578218,"score_spread":0.1821372615680929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980432853","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010871629,0.00013148118,0.98705894,0.000044720444,0.000037339676,0.000027464474,0.000016501575,0.0004368827,0.0013750972],"genre_scores_gemma":[0.87525797,0.00040350383,0.12033132,0.00004201752,0.000049008348,0.00011235392,0.000111170746,0.00005307026,0.0036395036],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997142,0.000037837974,0.000021335989,0.00005772337,0.0001389421,0.000029968975],"domain_scores_gemma":[0.999694,0.00005850491,0.00009491612,0.00005736807,0.00008167336,0.000013648298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043495733,0.0005019,0.0010101228,0.00038589526,0.00020979125,0.00056525896,0.0008404548,0.000750057,0.0009153686],"category_scores_gemma":[0.0011748653,0.00030846303,0.00067261496,0.00028214863,0.00049417606,0.00066980004,0.0006498738,0.00076914375,0.0004144224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018541115,0.00003623462,0.0012515641,0.00025352996,0.000097892655,0.00027782604,0.00015659904,0.8248202,0.051993232,0.01708932,0.0008971315,0.102941],"study_design_scores_gemma":[0.000007340269,0.000035392954,0.00023622287,0.000006925333,0.000007503976,0.00004941184,0.000005048965,0.9950237,0.0028798042,0.00063196354,0.001110274,0.000006397749],"about_ca_topic_score_codex":0.0035685776,"about_ca_topic_score_gemma":0.0020255628,"teacher_disagreement_score":0.0035685776,"about_ca_system_score_codex":0.00037076653,"about_ca_system_score_gemma":0.0005796653,"threshold_uncertainty_score":0.007095635},"labels":[],"label_agreement":null},{"id":"W1980553723","doi":"10.1115/1.2936382","title":"Inner-Loop Control for Electromechanical (EMA) Flight Surface Actuation Systems","year":2008,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Aileron; Inner loop; Actuator; Control theory (sociology); Flight control surfaces; Control system; Modular design; Engineering; Rudder; Control engineering; Computer science; Aerospace engineering; Control (management); Controller (irrigation); Aerodynamics","score_opus":0.017128510462617947,"score_gpt":0.20128601579433286,"score_spread":0.1841575053317149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980553723","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0102117015,0.00051864196,0.9836916,0.000107646956,0.00009502565,0.000023863886,0.0000092595965,0.00027122488,0.0050710877],"genre_scores_gemma":[0.8927529,0.00076458143,0.10150956,0.00011007437,0.00015016984,0.00008039162,0.000028465487,0.00004244931,0.004561383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997509,0.000058052592,0.000017493297,0.00004410936,0.00011331512,0.000016068558],"domain_scores_gemma":[0.999602,0.00021390118,0.00005809534,0.00002477881,0.00009158352,0.000009482321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003936279,0.00029506962,0.0002486259,0.0001619048,0.00024588025,0.00050060183,0.00045057602,0.00031608352,0.0026579495],"category_scores_gemma":[0.0010709183,0.00006699877,0.00015963709,0.00014821082,0.00035592588,0.0003621605,0.0003594737,0.00045943796,0.00030940404],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020352399,0.00012791505,0.0006198465,0.000570799,0.000046693254,0.00022774289,0.00044443575,0.27896136,0.108353436,0.10734237,0.0027793543,0.5003225],"study_design_scores_gemma":[0.000026798085,0.00041545785,0.0005547889,0.000045169556,0.000018631732,0.00013901532,0.000028480992,0.95121086,0.018731056,0.011765644,0.017039482,0.000024558847],"about_ca_topic_score_codex":0.0005189842,"about_ca_topic_score_gemma":0.00056440703,"teacher_disagreement_score":0.0026579495,"about_ca_system_score_codex":0.00022732215,"about_ca_system_score_gemma":0.00017152002,"threshold_uncertainty_score":0.008891702},"labels":[],"label_agreement":null},{"id":"W1983291619","doi":"10.1115/1.1636777","title":"A Combined Scheme for Identification and Robust Torque Control of Hydraulic Actuators","year":2003,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Control theory (sociology); Actuator; Controller (irrigation); Hydraulic cylinder; Torque; Rotary actuator; Control engineering; Engineering; Robotics; Robust control; Plant; Unobservable; Electro-hydraulic actuator; Computer science; Robot; Control system; Mathematics; Artificial intelligence; Control (management)","score_opus":0.013115292397830363,"score_gpt":0.1959165314945928,"score_spread":0.18280123909676244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983291619","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047309147,0.00015535002,0.9934556,0.0000409757,0.000053986554,0.000053082604,0.000011380125,0.0004913482,0.0010073746],"genre_scores_gemma":[0.46835494,0.0001587339,0.52626705,0.000090791174,0.00012720494,0.0002565318,0.0000800071,0.000074641124,0.0045901225],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933976,0.00010126258,0.000052483007,0.00015721202,0.0003003383,0.00004886415],"domain_scores_gemma":[0.9994765,0.00015062322,0.00006954132,0.00015935436,0.00011795907,0.00002596669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065785204,0.0004761933,0.0006140484,0.0003863699,0.0003719311,0.00049062556,0.0010154379,0.0007105326,0.0021346859],"category_scores_gemma":[0.0011774959,0.0002907504,0.0003890171,0.00018886858,0.0005224897,0.0010785912,0.0011958093,0.0008435199,0.00071994244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046657803,0.00013828569,0.00038057246,0.00055003277,0.00008623289,0.00023810347,0.0003631063,0.07928236,0.39237943,0.040000305,0.001799958,0.484315],"study_design_scores_gemma":[0.00012018847,0.0006806259,0.0005414869,0.000053306063,0.00005725891,0.00040107442,0.00003118253,0.86493605,0.10421159,0.0094384225,0.01945008,0.000078776895],"about_ca_topic_score_codex":0.00029078618,"about_ca_topic_score_gemma":0.00036996472,"teacher_disagreement_score":0.0021346859,"about_ca_system_score_codex":0.00024268408,"about_ca_system_score_gemma":0.00044878593,"threshold_uncertainty_score":0.0071412325},"labels":[],"label_agreement":null},{"id":"W1983338973","doi":"10.2118/2000-036","title":"Horizontal Pumping System-High Pressure Injection Pipeline Booster in New High Intake Pressure Application","year":2000,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Booster (rocketry); Pipeline (software); Petroleum engineering; Pressure measurement; Materials science; Engineering; Mechanical engineering; Aerospace engineering","score_opus":0.007355413764258204,"score_gpt":0.19326257328745092,"score_spread":0.1859071595231927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983338973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6619633,0.0025044119,0.22975385,0.0014260567,0.00086596975,0.00065517303,0.0013708873,0.027382853,0.07407747],"genre_scores_gemma":[0.9513442,0.00030247463,0.019817868,0.00017131641,0.00015585615,0.00010662303,0.0005878842,0.00015250062,0.027361173],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999764,0.000019593654,0.000013171025,0.000042457108,0.000120962315,0.000039723203],"domain_scores_gemma":[0.9998621,0.000016931052,0.000018873494,0.00001958261,0.00006034912,0.000022195336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022061434,0.0002577866,0.00032886225,0.00039769223,0.0003703753,0.0003810521,0.0006950781,0.0003988188,0.011360178],"category_scores_gemma":[0.00018490017,0.00019781927,0.00027137419,0.00038629828,0.00017219712,0.00060713774,0.00037155455,0.00040069091,0.0024172429],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074712245,0.00028511471,0.004249155,0.0007614891,0.000034844332,0.0014705317,0.00029736012,0.0020236818,0.6939458,0.0026310938,0.02232899,0.2712249],"study_design_scores_gemma":[0.0002929102,0.0027130123,0.034718476,0.000082260834,0.0001473029,0.0046988167,0.00015754193,0.07280563,0.71297306,0.0014475313,0.16983096,0.00013252249],"about_ca_topic_score_codex":0.0005206215,"about_ca_topic_score_gemma":0.0004058468,"teacher_disagreement_score":0.011360178,"about_ca_system_score_codex":0.00021932618,"about_ca_system_score_gemma":0.00026713492,"threshold_uncertainty_score":0.038003564},"labels":[],"label_agreement":null},{"id":"W1983929426","doi":"10.4271/2013-01-2496","title":"Electromechanical Clutch Actuator: Design, Analysis and Experiments","year":2013,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Clutch; Actuator; Computer science; Control theory (sociology); Control engineering; Engineering; Mechanical engineering; Control (management); Artificial intelligence","score_opus":0.012506898114859931,"score_gpt":0.2326891874928048,"score_spread":0.22018228937794485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983929426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.844195,0.0012285335,0.14184448,0.00026149605,0.00012237036,0.0012212176,0.0011657,0.0019424389,0.008018734],"genre_scores_gemma":[0.96689063,0.0002863671,0.028035376,0.000032243097,0.000013300102,0.00044620602,0.00031489658,0.00007172585,0.0039092125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994777,0.00006699854,0.000032673815,0.00010076969,0.00027162136,0.00005026182],"domain_scores_gemma":[0.9992322,0.00023604938,0.00012154651,0.00012508506,0.0002412145,0.000043932614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007397351,0.00050555775,0.000465728,0.000431211,0.00035749716,0.00038669477,0.0010995562,0.00070926646,0.0037589138],"category_scores_gemma":[0.0010444626,0.00024570824,0.00021703022,0.00032178056,0.00034507338,0.00045486348,0.0003355914,0.00024897032,0.00096725865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012695213,0.0010948824,0.0050881226,0.0023529506,0.00006111651,0.00048532637,0.0008681352,0.0475149,0.8276773,0.0017735781,0.003308679,0.108505525],"study_design_scores_gemma":[0.0005350377,0.011750295,0.02368781,0.00017483158,0.00009389206,0.00055292895,0.0006430993,0.26171002,0.67329973,0.0007618051,0.026635796,0.00015478693],"about_ca_topic_score_codex":0.0005200335,"about_ca_topic_score_gemma":0.00041206606,"teacher_disagreement_score":0.0037589138,"about_ca_system_score_codex":0.0003494256,"about_ca_system_score_gemma":0.00046319442,"threshold_uncertainty_score":0.012574792},"labels":[],"label_agreement":null},{"id":"W1984642981","doi":"10.1063/1.3155450","title":"Design of a high-pressure circulating pump for viscous liquids","year":2009,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Mechanics; High pressure; Nuclear engineering; Thermodynamics; Physics","score_opus":0.024004246915931778,"score_gpt":0.25861161879212585,"score_spread":0.23460737187619407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984642981","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09101761,0.003511112,0.8966983,0.00031838057,0.0003271786,0.00068836566,0.00022047004,0.0037454218,0.003473272],"genre_scores_gemma":[0.30902922,0.001920863,0.68024933,0.00021009857,0.00015541447,0.000991073,0.00039682482,0.00018646108,0.0068606655],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993519,0.000068653324,0.000057483358,0.00017434356,0.0002881768,0.000059404985],"domain_scores_gemma":[0.99973243,0.00003441558,0.000053689237,0.000025697636,0.00011686783,0.00003691408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000849837,0.0007196324,0.0008990201,0.0004801059,0.00058589387,0.0008136185,0.0018386153,0.000816419,0.001594007],"category_scores_gemma":[0.0004153174,0.0005209367,0.00039516945,0.00035682894,0.00043219124,0.0010132046,0.00061527506,0.0005688537,0.0013385452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029337913,0.00019064217,0.001018051,0.00067208905,0.000035777375,0.00021918748,0.00011060618,0.0026674962,0.85766417,0.004190204,0.0020567847,0.13088168],"study_design_scores_gemma":[0.0002767626,0.0022433375,0.0042470437,0.000049595772,0.00015850728,0.0018324489,0.00004461056,0.05424776,0.8487093,0.0007331903,0.087322146,0.00013520582],"about_ca_topic_score_codex":0.0005206406,"about_ca_topic_score_gemma":0.0003287074,"teacher_disagreement_score":0.0018386153,"about_ca_system_score_codex":0.00054548716,"about_ca_system_score_gemma":0.0010391403,"threshold_uncertainty_score":0.00533247},"labels":[],"label_agreement":null},{"id":"W1985400162","doi":"10.1016/j.cnsns.2008.10.025","title":"Nonlinear dynamics of a simplified engine-propeller system","year":2008,"lang":"en","type":"article","venue":"Communications in Nonlinear Science and Numerical Simulation","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Propeller; Control theory (sociology); Dynamics (music); Mathematics; Computer science; Physics; Mechanics; Marine engineering; Engineering; Acoustics","score_opus":0.03702064635262277,"score_gpt":0.2862250567932272,"score_spread":0.24920441044060443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985400162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6424761,0.0007955714,0.19953698,0.0015186926,0.00030731098,0.00016248203,0.0007557352,0.00048090256,0.15396626],"genre_scores_gemma":[0.9802096,0.00020671316,0.0029066585,0.000059966274,0.000053407588,0.000031110892,0.00011797665,0.000034319117,0.016380327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983585,0.000050015315,0.0000072121265,0.000021640002,0.000060110313,0.000025127847],"domain_scores_gemma":[0.9997832,0.00006527968,0.00003667803,0.000023800209,0.00005430115,0.000036706584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240873,0.0004017381,0.00089428155,0.0004195453,0.0009038214,0.00094061083,0.00083819305,0.001238329,0.006102141],"category_scores_gemma":[0.0007343272,0.00032767674,0.0005649843,0.0003515321,0.0012531154,0.0008723963,0.0012602162,0.00066220306,0.0008084679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011781577,0.000037035203,0.00058841123,0.000054291133,0.000024003433,0.00037941535,0.00014260224,0.9613892,0.0037118618,0.030242752,0.0006883454,0.002624299],"study_design_scores_gemma":[0.000017507704,0.000019926769,0.00032859534,0.0000024156743,0.000006178573,0.000026984095,0.000021050255,0.9969119,0.00012330861,0.0020938676,0.0004389663,0.0000092722985],"about_ca_topic_score_codex":0.018315263,"about_ca_topic_score_gemma":0.008877785,"teacher_disagreement_score":0.018315263,"about_ca_system_score_codex":0.0006354628,"about_ca_system_score_gemma":0.0008163312,"threshold_uncertainty_score":0.036417305},"labels":[],"label_agreement":null},{"id":"W1985630410","doi":"10.1108/ijicc-06-2013-0034","title":"An evolvable self-organizing neuro-fuzzy multilayered classifier with group method data handling and grammar-based bio-inspired supervisors for fault diagnosis of hydraulic systems","year":2014,"lang":"en","type":"article","venue":"International Journal of Intelligent Computing and Cybernetics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Artificial intelligence; Support vector machine; Machine learning; Classifier (UML); Particle swarm optimization; Neuro-fuzzy; Fuzzy logic; Fuzzy control system","score_opus":0.025979599472840436,"score_gpt":0.2750370358096837,"score_spread":0.24905743633684327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985630410","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08747218,0.00032487896,0.908478,0.00017790151,0.00006209667,0.000082833896,0.000043640986,0.0006062197,0.0027522452],"genre_scores_gemma":[0.86355007,0.00008743126,0.13441105,0.0000799891,0.000021137672,0.000108632245,0.000060944836,0.000018224906,0.0016625711],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998123,0.000030507204,0.000011926985,0.000043854358,0.000074393814,0.000027060074],"domain_scores_gemma":[0.9997012,0.00008351651,0.00004722199,0.000033226275,0.00011438064,0.000020410193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049870886,0.00031147612,0.00046300833,0.00044263664,0.0003534231,0.0005614785,0.0008816255,0.0007381615,0.0008004462],"category_scores_gemma":[0.0010257395,0.00017160148,0.00042508513,0.00025766078,0.00030183746,0.00048246398,0.0004993039,0.00050305855,0.00015369101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012637225,0.00015826689,0.0040244237,0.000120559365,0.000110250214,0.0001984928,0.00023889887,0.67596805,0.023220887,0.009096105,0.0015560887,0.28518155],"study_design_scores_gemma":[0.0000040465707,0.000036522855,0.00020328196,0.0000044766516,0.0000069021307,0.00001834692,0.000008544609,0.9972705,0.0015187832,0.0006446252,0.00028036008,0.0000035399453],"about_ca_topic_score_codex":0.0029939348,"about_ca_topic_score_gemma":0.0027963135,"teacher_disagreement_score":0.0029939348,"about_ca_system_score_codex":0.0005124215,"about_ca_system_score_gemma":0.0007290853,"threshold_uncertainty_score":0.005953014},"labels":[],"label_agreement":null},{"id":"W1986163623","doi":"10.1163/156855309x431668","title":"Design and Control of a Hydraulic Simulator for a Flexible-Joint Robot","year":2009,"lang":"en","type":"article","venue":"Advanced Robotics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Acceleration; Control theory (sociology); Robot; Engineering; Simulation; Flexibility (engineering); Hydraulic machinery; Control engineering; Actuator; Computer science; Mechanical engineering; Artificial intelligence; Control (management)","score_opus":0.01919103479538022,"score_gpt":0.23744700605837557,"score_spread":0.21825597126299534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986163623","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035632428,0.000105086016,0.9597538,0.00010086122,0.00008132609,0.00032527177,0.0000878251,0.00095814996,0.0029551315],"genre_scores_gemma":[0.8156584,0.00022640433,0.17899622,0.000058196205,0.000031390664,0.001080803,0.00017575474,0.0000613722,0.0037113777],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997342,0.00004415122,0.000021793665,0.000053691023,0.00012140966,0.000024687544],"domain_scores_gemma":[0.9996136,0.00009709869,0.000082088605,0.00003687363,0.00013081005,0.000039574006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063796935,0.00047045067,0.00047140772,0.00027971237,0.00030447828,0.0005136017,0.0011811345,0.0006163057,0.001626477],"category_scores_gemma":[0.00073704706,0.00028081113,0.00038973984,0.00016131092,0.00046919982,0.00033815703,0.00053010666,0.0004574454,0.00037959585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025699925,0.00021198872,0.0017027607,0.0006372055,0.000087907065,0.00039052,0.00030254317,0.7298144,0.19496073,0.011903245,0.0010285658,0.058703132],"study_design_scores_gemma":[0.00006371662,0.0003242955,0.00042577097,0.000013529734,0.000017900496,0.000047615624,0.000015674588,0.9816886,0.013771463,0.00035062263,0.0032630116,0.000017690885],"about_ca_topic_score_codex":0.0016798713,"about_ca_topic_score_gemma":0.0013339574,"teacher_disagreement_score":0.0016798713,"about_ca_system_score_codex":0.00036019768,"about_ca_system_score_gemma":0.0012237856,"threshold_uncertainty_score":0.005441129},"labels":[],"label_agreement":null},{"id":"W1986632396","doi":"10.1115/detc2011-47386","title":"Property Analysis of an Electro-Mechanical Regenerative Damper Concept","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Damper; Damping torque; Clutch; Inertia; Armature (electrical engineering); Control theory (sociology); Moment of inertia; Vibration; Mechanics; Structural engineering; Engineering; Computer science; Physics; Mechanical engineering; Classical mechanics; Acoustics; Voltage; Magnet; Electrical engineering; Induction motor","score_opus":0.027103245442174687,"score_gpt":0.2186826525350599,"score_spread":0.1915794070928852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986632396","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34661803,0.0009751655,0.63112384,0.00021205832,0.000058488087,0.00009679911,0.000051074243,0.00024073145,0.020623827],"genre_scores_gemma":[0.9872449,0.00015738122,0.009770503,0.000019107098,0.000009426461,0.000028029344,0.000016022936,0.0000100240095,0.0027445848],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998913,0.000013217778,0.0000035802113,0.000021077558,0.000060088485,0.0000107090655],"domain_scores_gemma":[0.9998878,0.000041600542,0.00002681073,0.000015408095,0.000022050455,0.0000062803597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022268076,0.00023780754,0.00018218829,0.00035442231,0.00015570417,0.00035524875,0.00049739337,0.000375765,0.0018088906],"category_scores_gemma":[0.00045963458,0.000114648006,0.0002417172,0.00009378748,0.00037232396,0.00048878853,0.00019036832,0.00019246885,0.00025796975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016645294,0.000072729556,0.00083143805,0.00029762636,0.00002815158,0.00042593462,0.00032211863,0.11387417,0.74397236,0.102869086,0.00047621693,0.036663827],"study_design_scores_gemma":[0.000020195186,0.0002482242,0.000906369,0.00001840303,0.00001540152,0.0003827561,0.000046851703,0.93643266,0.05107688,0.006343566,0.0044902354,0.000018410963],"about_ca_topic_score_codex":0.00018470123,"about_ca_topic_score_gemma":0.00011773034,"teacher_disagreement_score":0.0018088906,"about_ca_system_score_codex":0.00020056385,"about_ca_system_score_gemma":0.00013891865,"threshold_uncertainty_score":0.006051302},"labels":[],"label_agreement":null},{"id":"W1991521118","doi":"10.1061/(asce)0733-9445(2009)135:9(1124)","title":"Experimental Studies on Real-Time Testing of Structures with Elastomeric Dampers","year":2009,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Pennsylvania Department of Community and Economic Development; National Science Foundation","keywords":"Actuator; Control theory (sociology); Damper; Amplitude; Stability (learning theory); Computer science; Bode plot; Tracking (education); Structural engineering; Engineering; Transfer function","score_opus":0.013198484201766813,"score_gpt":0.24099809407462935,"score_spread":0.22779960987286255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991521118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98397475,0.00010470319,0.014973389,0.000027438751,0.000023610028,0.00004897769,0.00007258141,0.00014988889,0.00062471395],"genre_scores_gemma":[0.99199075,0.000066707726,0.006931435,0.000017147342,0.000007878692,0.00005114664,0.00006242894,0.000018152774,0.0008544364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989581,0.00022201012,0.00008523151,0.00016267163,0.00043660283,0.00013531685],"domain_scores_gemma":[0.99613106,0.0018611656,0.00049438607,0.00055581663,0.0007997448,0.00015781302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010990781,0.00078902114,0.0003357697,0.00036497886,0.00028419966,0.00028535846,0.00088426255,0.000831203,0.0020197923],"category_scores_gemma":[0.0035791358,0.0002167622,0.00020265105,0.00029980292,0.0007745207,0.00067660847,0.00050233887,0.00035193952,0.0003342687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006671473,0.00037742616,0.0014348576,0.00015853952,0.000013547502,0.00029683867,0.00047442282,0.006120135,0.979042,0.00036301982,0.00011267982,0.0109394],"study_design_scores_gemma":[0.00008330299,0.010254763,0.0056167915,0.000028307837,0.000024698707,0.000357518,0.00020952738,0.019813254,0.96214134,0.00020786372,0.0012287367,0.000034007913],"about_ca_topic_score_codex":0.00024564733,"about_ca_topic_score_gemma":0.00029198712,"teacher_disagreement_score":0.0020197923,"about_ca_system_score_codex":0.00019608709,"about_ca_system_score_gemma":0.00012546689,"threshold_uncertainty_score":0.0067569017},"labels":[],"label_agreement":null},{"id":"W1991535010","doi":"10.1115/1.1485097","title":"Identification of Armax Models With Time Dependent Coefficients","year":2002,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Autoregressive model; Nonlinear system; Autoregressive–moving-average model; System identification; Control theory (sociology); Computer science; Identification (biology); Set (abstract data type); Actuator; Estimation theory; Applied mathematics; Mathematics; Algorithm; Statistics; Data modeling; Artificial intelligence; Control (management)","score_opus":0.012115449053817399,"score_gpt":0.17336877120335772,"score_spread":0.16125332214954033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991535010","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006594053,0.00006164484,0.9922874,0.000024005061,0.00001132395,0.000020270523,0.000046411373,0.00028131148,0.0006735462],"genre_scores_gemma":[0.6727575,0.00047507012,0.31851283,0.00005719869,0.000044424116,0.00040658994,0.0005647306,0.00018615097,0.0069955033],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996915,0.0000860587,0.000022303957,0.00008450468,0.00008636043,0.000029269333],"domain_scores_gemma":[0.9993006,0.00038878838,0.00013484362,0.0000629006,0.00009978224,0.000012971203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074267667,0.0011718838,0.00071239274,0.0004910202,0.00029997504,0.00072456914,0.00057420495,0.00063938886,0.0015606143],"category_scores_gemma":[0.0025353937,0.0005948713,0.0006143873,0.00051210437,0.00032118353,0.00059941073,0.00059305126,0.0012662483,0.00058011577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008208863,0.000033920223,0.00081318757,0.000115684605,0.000066263514,0.00010540006,0.00007773633,0.8938529,0.011095772,0.013158968,0.00063033635,0.07996786],"study_design_scores_gemma":[0.0000033575957,0.000013780418,0.00019151907,0.000004769212,0.0000054149405,0.000014245218,0.0000040374075,0.996182,0.0012118093,0.0016873983,0.000675032,0.0000066421717],"about_ca_topic_score_codex":0.0035670346,"about_ca_topic_score_gemma":0.003507781,"teacher_disagreement_score":0.0035670346,"about_ca_system_score_codex":0.00029445757,"about_ca_system_score_gemma":0.00053892867,"threshold_uncertainty_score":0.0070925355},"labels":[],"label_agreement":null},{"id":"W1991996060","doi":"10.1115/1.4027173","title":"Modeling and Experimental Validation of the Effective Bulk Modulus of a Mixture of Hydraulic Oil and Air","year":2014,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bulk modulus; Modulus; Sensitivity (control systems); Materials science; Hydraulic fluid; Compression (physics); Current (fluid); Experimental data; Mechanics; Thermodynamics; Composite material; Hydraulic machinery; Mathematics; Statistics; Engineering","score_opus":0.005730137105958936,"score_gpt":0.1868894639180138,"score_spread":0.18115932681205488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991996060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8292731,0.00084476115,0.16383334,0.00022443132,0.00008192458,0.00019450845,0.00040087043,0.0004991155,0.004647955],"genre_scores_gemma":[0.98191446,0.00037582798,0.016822405,0.000012841205,0.000009116569,0.00010028461,0.00016874431,0.00001877689,0.00057749555],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991443,0.000110574074,0.00005745662,0.00016458216,0.0004673984,0.000055707456],"domain_scores_gemma":[0.9988287,0.0005949345,0.00013443193,0.00015662237,0.00025697617,0.000028295066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001740301,0.00062438136,0.0004450438,0.00074969,0.00039047597,0.00053948065,0.0013106014,0.0008465145,0.0009901866],"category_scores_gemma":[0.003178198,0.00035388043,0.00047582344,0.00048332426,0.00082563073,0.0013176554,0.0006715418,0.0006354229,0.00030782583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065201556,0.0005437649,0.005023805,0.00064559764,0.000029245273,0.00030921347,0.00026446703,0.18917298,0.7708368,0.0046846443,0.0003230703,0.027514417],"study_design_scores_gemma":[0.00002985655,0.0006113942,0.002249207,0.000022774746,0.00002763769,0.00007738227,0.000053135438,0.57298595,0.42210767,0.0005728009,0.0012259439,0.000036332665],"about_ca_topic_score_codex":0.001180995,"about_ca_topic_score_gemma":0.0007525,"teacher_disagreement_score":0.001740301,"about_ca_system_score_codex":0.00048715307,"about_ca_system_score_gemma":0.0005383947,"threshold_uncertainty_score":0.009203732},"labels":[],"label_agreement":null},{"id":"W1994248194","doi":"10.2316/journal.201.2008.2.201-1980","title":"MONO-COMPONENT SIGNAL EXTRACTION AND ANALYSIS OF MECHANICAL WATCH MOVEMENTS","year":2008,"lang":"en","type":"article","venue":"Control and Intelligent Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SIGNAL (programming language); Component (thermodynamics); Movement (music); Signal processing; Modal; Acoustics; Escapement; Computer science; Engineering; Telecommunications; Physics; Materials science; Radar","score_opus":0.01746359702734983,"score_gpt":0.22311934264476688,"score_spread":0.20565574561741704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994248194","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19561502,0.0008001005,0.79726493,0.00011790138,0.00011974869,0.00014581945,0.0006456616,0.0016442897,0.0036466054],"genre_scores_gemma":[0.67518234,0.0009388493,0.31324202,0.00007285653,0.00010183364,0.00019054643,0.0016041773,0.00026643608,0.0084009],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981135,0.000019838719,0.000009692438,0.00003821505,0.00009208206,0.000028879675],"domain_scores_gemma":[0.9997217,0.00008355981,0.000019817651,0.00002759139,0.00013094353,0.000016367498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021617561,0.0004743625,0.0002830032,0.0014926412,0.00019993051,0.00038620547,0.00030306785,0.00044823973,0.003011178],"category_scores_gemma":[0.000885022,0.00014250413,0.0002335303,0.0011787674,0.0001681468,0.00038439484,0.00021874227,0.0003121069,0.0013747659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004770289,0.00007129886,0.0019643873,0.00018511145,0.000020626749,0.00016253107,0.00011038761,0.0020437299,0.55300486,0.0009221476,0.0013138641,0.43972403],"study_design_scores_gemma":[0.000060517075,0.00048150512,0.12726595,0.000050765975,0.00015821256,0.0013223308,0.00025239942,0.2782383,0.5691054,0.002069734,0.02090068,0.00009419495],"about_ca_topic_score_codex":0.001607713,"about_ca_topic_score_gemma":0.0018810476,"teacher_disagreement_score":0.003011178,"about_ca_system_score_codex":0.0001467606,"about_ca_system_score_gemma":0.000243748,"threshold_uncertainty_score":0.010073364},"labels":[],"label_agreement":null},{"id":"W1995177390","doi":"10.1115/imece2003-42023","title":"Application of an Advanced Frequency Domain Identification Method for Modelling of Flexible-Link Manipulators","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Frequency domain; Transfer function; Identification (biology); Frequency response; Control theory (sociology); Link (geometry); Computer science; System identification; Robot manipulator; Strain gauge; Contact force; Control engineering; Engineering; Robot; Structural engineering; Data modeling; Artificial intelligence; Physics; Control (management)","score_opus":0.02696924108767408,"score_gpt":0.2774656824523654,"score_spread":0.25049644136469135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995177390","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070058294,0.000056696368,0.9919892,0.000015450705,0.0000070132724,0.000014581245,0.000011633212,0.00018521221,0.0007143618],"genre_scores_gemma":[0.6179773,0.0003630381,0.37771696,0.00003034658,0.000029822839,0.00016366952,0.00012795739,0.00006157746,0.0035292993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998354,0.00003566651,0.000008949648,0.000029965091,0.00007862359,0.000011406595],"domain_scores_gemma":[0.9997769,0.00011497344,0.000031952586,0.000031743777,0.0000385624,0.000005846684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003774567,0.0005482323,0.0003646146,0.00036326336,0.00023205297,0.00029913598,0.00039042815,0.00072740787,0.0013156289],"category_scores_gemma":[0.0010087985,0.00020892952,0.00048517826,0.00017516405,0.0002462373,0.0005772793,0.00030085578,0.00042647772,0.0004377146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047709018,0.000028989356,0.0005068537,0.0001338598,0.00003126451,0.00014569571,0.0001400979,0.81904864,0.056028605,0.008099859,0.0002853408,0.115503035],"study_design_scores_gemma":[0.000005128996,0.000055179884,0.00035589814,0.00001240581,0.0000067527285,0.00013097232,0.000013538166,0.9878677,0.0062710033,0.0019592394,0.0033114387,0.00001069159],"about_ca_topic_score_codex":0.0012133031,"about_ca_topic_score_gemma":0.001039682,"teacher_disagreement_score":0.0013156289,"about_ca_system_score_codex":0.00017023546,"about_ca_system_score_gemma":0.0003705093,"threshold_uncertainty_score":0.004401207},"labels":[],"label_agreement":null},{"id":"W1995255477","doi":"10.1177/1077546312466884","title":"Characterization, modeling and vibration control of a flexible joint for a robotic system","year":2012,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Vibration; Torque; Encoder; Settling time; Feed forward; Clamping; Harmonic drive; Test bench; Vibration control; Computer science; Engineering; Control engineering; Step response; Acoustics; Artificial intelligence; Physics","score_opus":0.01470436532822579,"score_gpt":0.20521019449240424,"score_spread":0.19050582916417846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995255477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61619043,0.00021947622,0.37920135,0.000104086546,0.000028685667,0.00012368106,0.00011387993,0.00061362353,0.0034047198],"genre_scores_gemma":[0.98702025,0.000036115005,0.012107832,0.000004215281,0.000002300186,0.000040860214,0.0000307144,0.000009309857,0.00074830063],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972194,0.000026536714,0.000013366017,0.00005212506,0.00016180261,0.00002417546],"domain_scores_gemma":[0.9997757,0.000083671504,0.000038916318,0.000045969387,0.00004176302,0.000013942537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003249559,0.0003394005,0.00026439584,0.00023085291,0.00028685218,0.0003094539,0.00048001303,0.00035296215,0.0008606587],"category_scores_gemma":[0.000537334,0.00014709489,0.00026436057,0.00012499033,0.00044709037,0.0003034336,0.0002262257,0.00021422634,0.0001494882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026484687,0.00013318352,0.0017958827,0.00025095663,0.000025316525,0.00025382548,0.00026362756,0.30160245,0.64354485,0.0019197586,0.00017485788,0.049770445],"study_design_scores_gemma":[0.000023317965,0.00073267304,0.005166375,0.00001333791,0.000015427278,0.0001071647,0.00005291904,0.8892379,0.102900505,0.0004996113,0.0012264524,0.000024285147],"about_ca_topic_score_codex":0.0022763861,"about_ca_topic_score_gemma":0.0014888189,"teacher_disagreement_score":0.0022763861,"about_ca_system_score_codex":0.0002723049,"about_ca_system_score_gemma":0.00040773227,"threshold_uncertainty_score":0.004526198},"labels":[],"label_agreement":null},{"id":"W1996187013","doi":"10.1088/1755-1315/12/1/012042","title":"Monitoring of velocity and pressure fields within an axial turbine","year":2010,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Propeller; Turbine; Hydraulic turbines; Mechanical engineering; Marine engineering; Pressure sensor; Engineering; Mechanics; Hydraulic machinery; Static pressure; Acoustics; Aerospace engineering; Electrical engineering; Physics","score_opus":0.010218597806614566,"score_gpt":0.19504814964836228,"score_spread":0.1848295518417477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996187013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94676566,0.00022270271,0.049510624,0.00008370249,0.000037448353,0.000048445963,0.00040341407,0.0008043539,0.0021236676],"genre_scores_gemma":[0.9885787,0.00009597388,0.01021629,0.000022931266,0.000016170052,0.000021407093,0.00016794649,0.000022094506,0.00085852336],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997069,0.000031059208,0.000008671892,0.00008103287,0.00013988679,0.0000323328],"domain_scores_gemma":[0.9996551,0.000113718655,0.000060974606,0.00002883639,0.00009366766,0.000047580725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016449213,0.00030026605,0.0003288933,0.0007013498,0.00023136634,0.00033582252,0.00032887008,0.0005253965,0.0006893224],"category_scores_gemma":[0.00048606677,0.00014614532,0.0001102111,0.00048492628,0.0003406925,0.0005665802,0.0003668243,0.0003536012,0.00019470692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053239043,0.00010910356,0.023155587,0.000121014506,0.000025474721,0.0005015436,0.00062808354,0.0028702896,0.9120154,0.0005384948,0.0005897919,0.05891293],"study_design_scores_gemma":[0.00006637286,0.0016409812,0.2994708,0.000039257062,0.00007063825,0.0013911931,0.0005922094,0.15313882,0.5375844,0.00070480997,0.0051715304,0.00012889522],"about_ca_topic_score_codex":0.00090428477,"about_ca_topic_score_gemma":0.0010255983,"teacher_disagreement_score":0.00090428477,"about_ca_system_score_codex":0.00015567182,"about_ca_system_score_gemma":0.00023115422,"threshold_uncertainty_score":0.002306044},"labels":[],"label_agreement":null},{"id":"W1996843774","doi":"10.1080/14399776.2003.10781172","title":"Viscous Damping Coefficient and Effective Bulk Modulus Estimation in a High Performance Hydrostatic Actuation System using Extended Kalman Filter","year":2003,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Kalman filter; Actuator; Extended Kalman filter; Hydrostatic equilibrium; Stability (learning theory); Filter (signal processing); Engineering; Computer science; Physics","score_opus":0.0065942325676887825,"score_gpt":0.23461250514544127,"score_spread":0.22801827257775248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996843774","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053240225,0.00020809947,0.94520664,0.000089114765,0.000024938678,0.0000260397,0.000028269627,0.00034738544,0.0008291855],"genre_scores_gemma":[0.9484302,0.00027998464,0.049397238,0.000034299712,0.000016555896,0.00006881174,0.000063688545,0.000017717,0.0016914754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975854,0.00004211868,0.000021689753,0.000082914186,0.00007017227,0.000024552572],"domain_scores_gemma":[0.9996611,0.00015805948,0.00007069679,0.00002117985,0.00007944926,0.000009500333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503433,0.0005430225,0.0005594957,0.00025391733,0.00030224235,0.00058365864,0.00040877447,0.0006106511,0.00056152634],"category_scores_gemma":[0.0010503868,0.00034266352,0.0004029538,0.00022480247,0.0004052451,0.00077813974,0.00048885634,0.00059750816,0.00018115985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016853752,0.000049466602,0.0031125343,0.00016164547,0.000085556414,0.00017159697,0.00021419223,0.88135684,0.033211537,0.003149607,0.00041298431,0.0779056],"study_design_scores_gemma":[0.0000073010215,0.00004024902,0.0008082431,0.000006820114,0.000011383112,0.000016944135,0.000008323696,0.9963288,0.0020786324,0.00039966337,0.0002833108,0.000010275197],"about_ca_topic_score_codex":0.011114726,"about_ca_topic_score_gemma":0.0057544084,"teacher_disagreement_score":0.011114726,"about_ca_system_score_codex":0.00044719008,"about_ca_system_score_gemma":0.00069276383,"threshold_uncertainty_score":0.022100031},"labels":[],"label_agreement":null},{"id":"W1997334203","doi":"10.1115/imece2009-10531","title":"A Cam-Based Electro-Hydraulic Variable Valve Timing System for Pneumatic Hybrid Engines","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Robustness (evolution); Torque; Valve timing; Hydraulic machinery; Flexibility (engineering); Control engineering; Control theory (sociology); Valve actuator; Control system; Computer science; Work (physics); Engineering; Mechanism (biology); Motion control; Automotive engineering; Control (management); Ball valve; Mechanical engineering; Robot; Internal combustion engine; Artificial intelligence","score_opus":0.010848659298068447,"score_gpt":0.21017455443048313,"score_spread":0.1993258951324147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997334203","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10236778,0.0012508575,0.88666487,0.00016417837,0.0006038106,0.00019042626,0.00011892389,0.0022201592,0.006418989],"genre_scores_gemma":[0.8736124,0.00031668108,0.12092509,0.00009098922,0.00013656572,0.000117934214,0.000112095746,0.00003623915,0.0046520727],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973553,0.00003743334,0.000023294462,0.00004647144,0.0001407032,0.00001660529],"domain_scores_gemma":[0.99973136,0.000060236816,0.00004814719,0.00003802753,0.00009422476,0.000027920094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475125,0.00027066594,0.00036062684,0.00027860492,0.0002602661,0.0005112667,0.0010962695,0.0005071858,0.0018864747],"category_scores_gemma":[0.00054092985,0.00016817084,0.00015768355,0.00021673781,0.00026053173,0.00058268424,0.0003376308,0.00037160466,0.00038250352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068614195,0.00017634915,0.002055,0.00096324465,0.00008077672,0.00052431074,0.00022940242,0.024195615,0.55653965,0.019194737,0.0035341545,0.39182052],"study_design_scores_gemma":[0.00035973443,0.0038612557,0.006383945,0.00011217818,0.00021936983,0.0025087993,0.00006277306,0.5496269,0.33605042,0.003135962,0.09746197,0.00021673039],"about_ca_topic_score_codex":0.00033766992,"about_ca_topic_score_gemma":0.00044691094,"teacher_disagreement_score":0.0018864747,"about_ca_system_score_codex":0.00018773244,"about_ca_system_score_gemma":0.00034869285,"threshold_uncertainty_score":0.00631094},"labels":[],"label_agreement":null},{"id":"W1998070245","doi":"10.4271/2011-01-1645","title":"Practical Considerations of Driveline Vibration and Acoustic Test Cell with Case Study of McLaren's Driveline Dynamometers","year":2011,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Linamar (Canada)","funders":"","keywords":"Powertrain; Dynamometer; Vibration; Automotive engineering; Computer science; Acoustics; Engineering; Physics; Torque","score_opus":0.022804744186406246,"score_gpt":0.2460400266252339,"score_spread":0.22323528243882765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998070245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7601859,0.0012339321,0.18599114,0.0050592395,0.00034357203,0.0014554756,0.00052856194,0.001853014,0.043349188],"genre_scores_gemma":[0.9038251,0.00028134053,0.08684026,0.0002685223,0.00006879348,0.0003187328,0.00018095168,0.00009158404,0.008124679],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99462706,0.0015342031,0.0002826403,0.00043313327,0.002701819,0.0004211017],"domain_scores_gemma":[0.99543047,0.001657933,0.0002590345,0.00054695125,0.0017703383,0.00033528783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034491627,0.00067103095,0.00060184253,0.00082311704,0.0015090981,0.002075328,0.0035244816,0.0026839233,0.0031046532],"category_scores_gemma":[0.004534289,0.00042700657,0.0004906836,0.00049558625,0.0011291159,0.0024803104,0.0013553965,0.0010091196,0.0010316868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003617612,0.0023198465,0.09191383,0.0020607344,0.00012386404,0.034897108,0.0059228344,0.10145097,0.40097088,0.043120112,0.021150453,0.29245186],"study_design_scores_gemma":[0.000947889,0.016674278,0.05634702,0.0004045935,0.00027943013,0.028420735,0.015794024,0.22725147,0.4374514,0.01050497,0.20527448,0.0006497541],"about_ca_topic_score_codex":0.0066562574,"about_ca_topic_score_gemma":0.015094595,"teacher_disagreement_score":0.0066562574,"about_ca_system_score_codex":0.0020012923,"about_ca_system_score_gemma":0.001379988,"threshold_uncertainty_score":0.018241107},"labels":[],"label_agreement":null},{"id":"W1998519148","doi":"10.1016/j.ymssp.2009.10.010","title":"A data processing method for determining instantaneous angular speed and acceleration of crankshaft in an aircraft engine–propeller system using a magnetic encoder","year":2009,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Crankshaft; Rotational speed; Propeller; Angular velocity; Angular acceleration; Rotary encoder; Acceleration; Control theory (sociology); Cylinder; Acoustics; Encoder; Physics; Engineering; Computer science; Mechanical engineering; Classical mechanics","score_opus":0.0528328260653828,"score_gpt":0.299228667504596,"score_spread":0.24639584143921317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998519148","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026877759,0.00040774024,0.9667481,0.00007100934,0.00016130677,0.00032850562,0.0004749507,0.0030543576,0.0018762742],"genre_scores_gemma":[0.18221785,0.00037665613,0.8123714,0.000090669084,0.00010294417,0.00047452937,0.00065366004,0.000108933105,0.0036032533],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993907,0.00004669179,0.00005657056,0.00010759672,0.00036701575,0.00003127474],"domain_scores_gemma":[0.99861884,0.00030369702,0.00011137017,0.0001136504,0.00078635133,0.00006592766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005783761,0.00078605866,0.00062713696,0.0020242436,0.00076700473,0.00062821765,0.0006685291,0.0005466937,0.002756056],"category_scores_gemma":[0.0013541043,0.0004976338,0.00026421543,0.0014702498,0.00031729392,0.0005656716,0.00037245677,0.00056439114,0.0014204598],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064357347,0.00018757058,0.0044457084,0.0005331244,0.00008426472,0.00015282749,0.0001943027,0.0025996,0.28865185,0.0014347774,0.0036102165,0.6974622],"study_design_scores_gemma":[0.0004354767,0.0018054318,0.043705232,0.00015850842,0.00043159872,0.002377214,0.00024346788,0.2219849,0.67337316,0.0012458371,0.053954463,0.00028464987],"about_ca_topic_score_codex":0.003914565,"about_ca_topic_score_gemma":0.006013589,"teacher_disagreement_score":0.003914565,"about_ca_system_score_codex":0.00041664997,"about_ca_system_score_gemma":0.0011838762,"threshold_uncertainty_score":0.0092199445},"labels":[],"label_agreement":null},{"id":"W2000105024","doi":"10.1115/1.4001707","title":"Quantitative Fault Tolerant Control Design for a Leaking Hydraulic Actuator","year":2010,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Plant; Hydraulic cylinder; Robustness (evolution); Quantitative feedback theory; Parametric statistics; Position tracking; Hydraulic machinery; Control engineering; Engineering; Robust control; Computer science; Control system; Control (management); Mechanical engineering; Mathematics","score_opus":0.02337814640941479,"score_gpt":0.23403093295914718,"score_spread":0.21065278654973238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000105024","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037781596,0.000109948094,0.96006244,0.00008642377,0.00004179388,0.00003546628,0.000022202235,0.0004143561,0.0014457704],"genre_scores_gemma":[0.9653688,0.00005949982,0.03356644,0.00003855397,0.000015103656,0.000046302725,0.000025146617,0.000015046595,0.00086518825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999498,0.00006310779,0.000027279313,0.00009440404,0.0002813558,0.0000359051],"domain_scores_gemma":[0.9995161,0.00013414498,0.00016157921,0.00004528583,0.0001298567,0.000013046387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046172293,0.000527055,0.0003066252,0.00022859646,0.00025161944,0.00057667523,0.000658239,0.00036208902,0.0007937511],"category_scores_gemma":[0.0011657119,0.00017611327,0.00024007018,0.000102721366,0.00053503364,0.0004476848,0.00037583555,0.00046256257,0.000108073364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002443823,0.00007563386,0.0005411746,0.0004436102,0.000043351065,0.00016946832,0.00033790994,0.6919387,0.20681372,0.020713244,0.0006018183,0.07807711],"study_design_scores_gemma":[0.000035812438,0.00036993835,0.0003287096,0.000010173843,0.000017998595,0.00005164083,0.000017035463,0.96496105,0.030761326,0.0018640889,0.0015681171,0.000014071323],"about_ca_topic_score_codex":0.0011718486,"about_ca_topic_score_gemma":0.0007774201,"teacher_disagreement_score":0.0011718486,"about_ca_system_score_codex":0.00048508367,"about_ca_system_score_gemma":0.0004576024,"threshold_uncertainty_score":0.0035194755},"labels":[],"label_agreement":null},{"id":"W2000266831","doi":"10.1006/jfls.2000.0374","title":"VIBRATION OF A HIGH-PRESSURE PIPING SYSTEM DUE TO FLOW IN A SPHERICAL ELBOW","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Piping; Vibration; Engineering; Structural engineering; Noise (video); Turbine; Acoustics; Mechanical engineering; Physics; Computer science","score_opus":0.005976501325569058,"score_gpt":0.20241640897176266,"score_spread":0.1964399076461936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000266831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676099,0.00008576569,0.026569255,0.00031147813,0.000052734307,0.000022098453,0.00003283112,0.00028449993,0.0050314916],"genre_scores_gemma":[0.99918467,0.000007692666,0.00036568032,0.000009325755,0.0000044688613,0.0000020078583,0.000004298678,0.0000070388846,0.00041474414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981076,0.000046044974,0.0000101712,0.000028617527,0.000053327036,0.00005117687],"domain_scores_gemma":[0.9995634,0.00019615678,0.000050230814,0.000035716537,0.000046663623,0.000107722306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039530566,0.0003416165,0.00064162485,0.00030630032,0.00067128066,0.00055275887,0.00039963768,0.0010551377,0.0024195588],"category_scores_gemma":[0.00087811024,0.0002704748,0.00034341015,0.00017407614,0.0012904278,0.00048545352,0.00078489486,0.0006639694,0.00018005462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039892066,0.00038570783,0.015333608,0.00035721678,0.00015797868,0.016598316,0.0026126676,0.2966987,0.61386025,0.010867403,0.002251848,0.03688709],"study_design_scores_gemma":[0.00017907367,0.0011163356,0.0372303,0.000034917455,0.000066852175,0.0017775579,0.0007654366,0.9328967,0.021675419,0.0030806453,0.0010488073,0.00012804069],"about_ca_topic_score_codex":0.0014851736,"about_ca_topic_score_gemma":0.0006323996,"teacher_disagreement_score":0.0024195588,"about_ca_system_score_codex":0.00032802118,"about_ca_system_score_gemma":0.00032585373,"threshold_uncertainty_score":0.008094251},"labels":[],"label_agreement":null},{"id":"W2000429565","doi":"10.1115/imece2006-13961","title":"A Generalized Model of a Class of Interconnected Hydro-Pneumatic Suspensions and Analysis of Pitch Properties","year":2006,"lang":"en","type":"article","venue":"Design Engineering and Computers and Information in Engineering, Parts A and B","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Suspension (topology); Stiffness; Fluidics; Coupling (piping); Flexibility (engineering); Structural engineering; Engineering; Mechanical engineering; Aerospace engineering","score_opus":0.011211640621717573,"score_gpt":0.16725705380514022,"score_spread":0.15604541318342266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000429565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09888052,0.00043067572,0.8728969,0.000263453,0.00009178963,0.00011214952,0.0004358037,0.00038703336,0.026501715],"genre_scores_gemma":[0.94295174,0.0008119093,0.031810433,0.00007537205,0.00006107809,0.0002960392,0.00042337427,0.00005449126,0.023515506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998667,0.00002097842,0.0000065183876,0.000037347538,0.0000470551,0.000021287859],"domain_scores_gemma":[0.99989843,0.000026058244,0.00002673855,0.000013332484,0.000027676655,0.000007807422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013693629,0.00062422006,0.0005744819,0.00035848175,0.00028305312,0.0007201284,0.0008443398,0.0011896057,0.0018223901],"category_scores_gemma":[0.00032047177,0.00025101632,0.00057099154,0.000350869,0.00066541723,0.0005812085,0.0005146185,0.0005471835,0.0005172027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029429735,0.000017420602,0.00037619402,0.000079659905,0.000016435866,0.00026305186,0.000093580944,0.94997555,0.019810677,0.021676242,0.00047577996,0.007185944],"study_design_scores_gemma":[0.0000047311905,0.00002310891,0.00015997392,0.000004218181,0.000005713685,0.000038020844,0.000017843631,0.9952561,0.0008373393,0.002279761,0.0013675898,0.0000056156637],"about_ca_topic_score_codex":0.0042981147,"about_ca_topic_score_gemma":0.0024503365,"teacher_disagreement_score":0.0042981147,"about_ca_system_score_codex":0.00041192488,"about_ca_system_score_gemma":0.000624066,"threshold_uncertainty_score":0.008546233},"labels":[],"label_agreement":null},{"id":"W2001709077","doi":"10.1115/imece2006-14470","title":"Modeling and Simulation of Hydromechanically Constant Power Controlled Swash Plate Pumps","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Swash; Control theory (sociology); Constant (computer programming); Lever; Spring (device); Controller (irrigation); Power (physics); Computer science; Engineering; Control engineering; Mechanical engineering; Control (management); Physics","score_opus":0.0076318003434593445,"score_gpt":0.2025003362749918,"score_spread":0.19486853593153247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001709077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6776255,0.00033355557,0.28322357,0.00037345538,0.000074172036,0.00022528201,0.00057652476,0.0009858727,0.036582034],"genre_scores_gemma":[0.98836774,0.00014371244,0.0058640824,0.000019047622,0.0000065616664,0.00011813089,0.000099238256,0.00003182107,0.005349583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998305,0.000032618806,0.00000828978,0.000026663194,0.000066904875,0.000035046272],"domain_scores_gemma":[0.999696,0.0001513611,0.00004632054,0.000020781503,0.00006671729,0.000018816001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028590937,0.00050613395,0.00067066523,0.00042484875,0.00047490114,0.0008850267,0.0011480591,0.0013646485,0.0037594568],"category_scores_gemma":[0.00081834866,0.0003896748,0.00049886625,0.00026338745,0.0008684008,0.000786669,0.000464712,0.0005225941,0.00042155103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003090829,0.000014630456,0.00017917005,0.000018745915,0.0000037929826,0.00004650294,0.000023542285,0.9951397,0.0022517324,0.0015295638,0.000052641142,0.0007090494],"study_design_scores_gemma":[0.0000062153613,0.000016217535,0.000073280295,0.0000014432313,0.0000014215974,0.000003641973,0.0000054919515,0.999156,0.00044118866,0.00017158307,0.00012138782,0.000002135003],"about_ca_topic_score_codex":0.0109107895,"about_ca_topic_score_gemma":0.0037335132,"teacher_disagreement_score":0.0109107895,"about_ca_system_score_codex":0.00077612506,"about_ca_system_score_gemma":0.0009039962,"threshold_uncertainty_score":0.021694541},"labels":[],"label_agreement":null},{"id":"W2001998870","doi":"10.1007/s12206-012-0304-z","title":"Recurrent-neural-network-based identification of a cascade hydraulic actuator for closed-loop automotive power transmission control","year":2012,"lang":"en","type":"article","venue":"Journal of Mechanical Science and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministry of Education, Science and Technology","keywords":"Actuator; Automotive industry; Control theory (sociology); Control engineering; Controller (irrigation); Cascade; Engineering; Transmission (telecommunications); Electro-hydraulic actuator; Hydraulic machinery; Power transmission; Computer science; Power (physics); Control (management); Artificial intelligence; Mechanical engineering","score_opus":0.010242961115483737,"score_gpt":0.2486784914970549,"score_spread":0.23843553038157117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001998870","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118393674,0.00040590265,0.8767904,0.00018040324,0.00008230777,0.000057907982,0.00008563659,0.000900463,0.0031032471],"genre_scores_gemma":[0.9788832,0.00006721677,0.019555079,0.000021628643,0.00001089236,0.000041111212,0.00004797696,0.00001642202,0.0013565965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986553,0.000029790555,0.000011432674,0.00003734478,0.00003891558,0.000017058013],"domain_scores_gemma":[0.9997292,0.00012223078,0.0000410766,0.00002085506,0.00007690941,0.00000971965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038417743,0.00051666953,0.00050099276,0.00020846863,0.0003739512,0.00041957654,0.0006077263,0.00072832697,0.001395525],"category_scores_gemma":[0.0009761294,0.0003117102,0.00036813735,0.00014595565,0.00030172872,0.00054367795,0.0003603663,0.0005910815,0.00024782406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025801812,0.00007972289,0.0012019554,0.0001550874,0.00008522607,0.00017532977,0.00008374312,0.90217453,0.03028234,0.0028039322,0.00072622526,0.061973926],"study_design_scores_gemma":[0.0000029449063,0.000013418301,0.00017172002,0.000002021044,0.000004685531,0.000006793018,0.0000018351132,0.99834025,0.0012296733,0.00015009171,0.00007414797,0.0000023643001],"about_ca_topic_score_codex":0.0077218805,"about_ca_topic_score_gemma":0.00999268,"teacher_disagreement_score":0.0077218805,"about_ca_system_score_codex":0.00043364018,"about_ca_system_score_gemma":0.00062927476,"threshold_uncertainty_score":0.0153538585},"labels":[],"label_agreement":null},{"id":"W2003162108","doi":"10.1115/dscc2011-6121","title":"Friction Fault Detection of an Electrohydrostatic Actuator","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actuator; Robustness (evolution); Control theory (sociology); Kalman filter; Aerospace; Fault detection and isolation; Engineering; Filter (signal processing); Computer science; Control engineering; Artificial intelligence; Control (management)","score_opus":0.013039579567431618,"score_gpt":0.19313241832818823,"score_spread":0.1800928387607566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003162108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53372586,0.00062383246,0.4628561,0.00015743003,0.00007820236,0.000029410216,0.00004510141,0.0012741373,0.0012099709],"genre_scores_gemma":[0.98431915,0.000062818894,0.01524908,0.0000107109045,0.000004841537,0.000006114664,0.000015385316,0.0000048114434,0.0003270264],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998,0.000027326645,0.000009558812,0.00003344403,0.00011146162,0.00001823273],"domain_scores_gemma":[0.99955744,0.00018724977,0.00009542937,0.000035912097,0.00010261419,0.00002134457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002544044,0.00032386754,0.0005130009,0.00039844948,0.00020968688,0.00024516438,0.0003213477,0.00058114453,0.00031567726],"category_scores_gemma":[0.001220908,0.00014832702,0.00018163757,0.00014917749,0.00023090486,0.00038985335,0.0002906911,0.00025029984,0.0000726291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015329681,0.00019459314,0.011898974,0.0005124368,0.000090702524,0.00097272824,0.0003872455,0.14196496,0.49256682,0.0023291227,0.0009847098,0.3465647],"study_design_scores_gemma":[0.00002666012,0.00043921062,0.007946345,0.00001250387,0.000021308027,0.0005054738,0.000046466772,0.89104617,0.09845046,0.00042713466,0.0010538114,0.00002449192],"about_ca_topic_score_codex":0.0021057643,"about_ca_topic_score_gemma":0.0015270363,"teacher_disagreement_score":0.0021057643,"about_ca_system_score_codex":0.00026337538,"about_ca_system_score_gemma":0.00028224065,"threshold_uncertainty_score":0.0041870475},"labels":[],"label_agreement":null},{"id":"W2003851803","doi":"10.1016/j.mechatronics.2009.01.008","title":"Hardware-in-the-loop simulator for research on fault tolerant control of electrohydraulic actuators in a flight control application","year":2009,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Hardware-in-the-loop simulation; Flight simulator; Engineering; Simulation; Test bench; Fault (geology); Control engineering; Hydraulic machinery; Control system; Landing gear; Aerodynamics; Computer science; Aerospace engineering; Embedded system; Mechanical engineering","score_opus":0.023407644994847595,"score_gpt":0.30821257286145487,"score_spread":0.28480492786660727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003851803","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26146975,0.00023669555,0.7228418,0.00019862028,0.00020384786,0.00034356528,0.00078326,0.0047582597,0.009164135],"genre_scores_gemma":[0.94121736,0.00009651184,0.055079594,0.000030273055,0.00000914914,0.00016395735,0.00032754507,0.00010384696,0.0029716133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998903,0.000040658135,0.000005130955,0.000011139182,0.000040992578,0.000011749487],"domain_scores_gemma":[0.9995247,0.00023783403,0.00003081835,0.000085229614,0.000092650254,0.000028731889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030808125,0.00037170423,0.0002592502,0.00014126727,0.00018745179,0.00021623849,0.0007144851,0.0003490349,0.005324952],"category_scores_gemma":[0.0007524506,0.00010816997,0.00021778434,0.00011946294,0.00017337974,0.00038684794,0.0002047711,0.00048090424,0.00031711976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006791308,0.0003113076,0.0021073038,0.0004893119,0.00008405557,0.00020864497,0.00027897718,0.8218491,0.106575035,0.0093498025,0.0025067742,0.055560473],"study_design_scores_gemma":[0.000057101326,0.0003658404,0.00044724616,0.0000068004397,0.000016145785,0.000029487579,0.000015717307,0.97418743,0.021805767,0.00076727255,0.0022940645,0.0000071857785],"about_ca_topic_score_codex":0.001798387,"about_ca_topic_score_gemma":0.0019239263,"teacher_disagreement_score":0.005324952,"about_ca_system_score_codex":0.00019250282,"about_ca_system_score_gemma":0.00047825946,"threshold_uncertainty_score":0.017813742},"labels":[],"label_agreement":null},{"id":"W2003869762","doi":"10.1177/1077546314548205","title":"A new tracking error-based adaptive controller for servo-hydraulic actuator control","year":2014,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Actuator; Tracking error; Controller (irrigation); Overshoot (microwave communication); Servomechanism; Hydraulic cylinder; Servo; Computer science; Compensation (psychology); Control engineering; Engineering; Control (management); Artificial intelligence","score_opus":0.01216989275684512,"score_gpt":0.21842590993610825,"score_spread":0.20625601717926312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003869762","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076614097,0.00034772733,0.9890912,0.000042577085,0.00010617188,0.000055427816,0.000016054004,0.00059595006,0.0020835057],"genre_scores_gemma":[0.76922,0.0005135196,0.22239667,0.00020215515,0.00010757708,0.00032589928,0.00010956909,0.00005895681,0.00706558],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996049,0.000028062974,0.000029308303,0.00008767568,0.00023009935,0.000019951827],"domain_scores_gemma":[0.9996954,0.000072534254,0.000050677456,0.000017629603,0.00015021379,0.000013653576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039044823,0.000501,0.00040715915,0.00038317507,0.00028474288,0.0005044494,0.0012322483,0.000534947,0.0010952104],"category_scores_gemma":[0.0006541437,0.0001518703,0.00027100212,0.000302827,0.00027461068,0.00046401285,0.0004161897,0.0006951318,0.00025837962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002818143,0.00015658085,0.0011594113,0.0006501209,0.00012205442,0.00025032955,0.00025926722,0.2500917,0.19314578,0.013238516,0.0032116156,0.5374328],"study_design_scores_gemma":[0.00004080164,0.00022120544,0.0006051268,0.000026066844,0.000029386301,0.00011294017,0.000010932562,0.9688954,0.021100964,0.0006614885,0.008267148,0.000028598453],"about_ca_topic_score_codex":0.0019926622,"about_ca_topic_score_gemma":0.0021862336,"teacher_disagreement_score":0.0019926622,"about_ca_system_score_codex":0.0003948857,"about_ca_system_score_gemma":0.0004629366,"threshold_uncertainty_score":0.0039620996},"labels":[],"label_agreement":null},{"id":"W2005357793","doi":"10.1016/j.conengprac.2012.02.004","title":"Electrohydraulic force control design of a hardware-in-the-loop load emulator using a nonlinear QFT technique","year":2012,"lang":"en","type":"article","venue":"Control Engineering Practice","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Quantitative feedback theory; Actuator; Nonlinear system; Control engineering; Engineering; Plant; Control system; Robust control; Computer science; Control (management); Physics","score_opus":0.015211326400709855,"score_gpt":0.24439006084699544,"score_spread":0.2291787344462856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005357793","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022650799,0.0000652291,0.9722651,0.00013075222,0.00004143961,0.00014872396,0.00002074427,0.00036933203,0.0043078666],"genre_scores_gemma":[0.82904136,0.00011024325,0.16402592,0.00009858552,0.0000430016,0.0002816272,0.00003185715,0.000062806146,0.0063046073],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997788,0.00003955376,0.000013628358,0.000055165543,0.00009278772,0.00002006738],"domain_scores_gemma":[0.9997458,0.00007623266,0.000044080964,0.000020782734,0.00010220503,0.000010818134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045635444,0.00042323853,0.0003784614,0.00017588539,0.00042296245,0.0005748736,0.0008318726,0.00048548752,0.0022922123],"category_scores_gemma":[0.00046652532,0.00025984706,0.00026254103,0.00010082393,0.0004297288,0.00043426748,0.0003656937,0.00044413222,0.00042072916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004896677,0.00033881367,0.0012702898,0.0007160486,0.00009756401,0.00028806896,0.00049743033,0.29168454,0.46689615,0.027368944,0.0019478312,0.2084047],"study_design_scores_gemma":[0.00008847763,0.0006754069,0.0011106449,0.000023827242,0.000035748533,0.0001179592,0.000033606473,0.8992721,0.09149131,0.00080838014,0.0063144495,0.000028214523],"about_ca_topic_score_codex":0.0020924082,"about_ca_topic_score_gemma":0.0030200935,"teacher_disagreement_score":0.0022922123,"about_ca_system_score_codex":0.00040361524,"about_ca_system_score_gemma":0.0009066966,"threshold_uncertainty_score":0.007668197},"labels":[],"label_agreement":null},{"id":"W2007244160","doi":"10.1002/rnc.1108","title":"Design and experimental evaluation of a QFT contact task controller for electro‐hydraulic actuators","year":2006,"lang":"en","type":"article","venue":"International Journal of Robust and Nonlinear Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada); University of Manitoba; Bombardier Recreational Products (Canada)","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Actuator; Contact force; Hydraulic cylinder; Control engineering; Nonlinear system; Quantitative feedback theory; Transient (computer programming); Plant; Stability (learning theory); Lyapunov function; Engineering; Robust control; Computer science; Control system; Control (management); Mechanical engineering; Physics; Artificial intelligence","score_opus":0.01622904689288255,"score_gpt":0.25667658620093486,"score_spread":0.24044753930805232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007244160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8655864,0.00023610351,0.13021088,0.00012529896,0.00016929844,0.00058228074,0.00014791434,0.0007174604,0.002224321],"genre_scores_gemma":[0.98908293,0.00003701477,0.009815878,0.000023414445,0.000005652015,0.00018326043,0.0000526813,0.000010655771,0.0007885599],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993561,0.00008134273,0.00006478587,0.000098803146,0.00032653194,0.00007244714],"domain_scores_gemma":[0.9989299,0.00026273954,0.00016162479,0.00017004622,0.00041409658,0.00006161268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007716307,0.00045658415,0.00034512207,0.00033428657,0.0003743386,0.00040707435,0.000862192,0.0008416513,0.0017610891],"category_scores_gemma":[0.0014886616,0.00021429377,0.00025567127,0.00011772135,0.00037202664,0.0004473583,0.00045999797,0.00037945472,0.00025483264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008476577,0.00070754776,0.00072739576,0.0005486651,0.000043702847,0.00015230186,0.00022258701,0.01839956,0.94565314,0.00037065655,0.00033045554,0.03199636],"study_design_scores_gemma":[0.00034490804,0.011602477,0.007475079,0.00003745286,0.00005276036,0.00013560939,0.00014856708,0.14457585,0.8316417,0.00014139764,0.0037842048,0.000060001286],"about_ca_topic_score_codex":0.00094883057,"about_ca_topic_score_gemma":0.00058280805,"teacher_disagreement_score":0.0017610891,"about_ca_system_score_codex":0.00025557744,"about_ca_system_score_gemma":0.00037701704,"threshold_uncertainty_score":0.0058913827},"labels":[],"label_agreement":null},{"id":"W2007890950","doi":"10.1088/1755-1315/15/6/062061","title":"Experimental study of the pressure fluctuations on propeller turbine runner blades: part 2, transient conditions","year":2012,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transient (computer programming); Propeller; Turbine; Resistive touchscreen; Transducer; Turbine blade; Residual; Marine engineering; Mechanical engineering; Acoustics; Mechanics; Engineering; Computer science; Physics; Electrical engineering","score_opus":0.01674857481340849,"score_gpt":0.21136987901650187,"score_spread":0.19462130420309337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007890950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918252,0.00012677084,0.0065426813,0.00002031768,0.000024626397,0.000077798024,0.00042551022,0.0001639656,0.0007931441],"genre_scores_gemma":[0.99639434,0.00008966439,0.0021666116,0.000017836035,0.000010472253,0.000077052886,0.00035497843,0.000047343096,0.000841732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995976,0.000030103625,0.00002370433,0.00012648574,0.00014829356,0.00007386866],"domain_scores_gemma":[0.9994186,0.0001772856,0.0000681745,0.00009969377,0.00015553874,0.0000806226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030067196,0.00045187198,0.0005760179,0.0003475747,0.00058902375,0.00040528586,0.00051057077,0.0007080464,0.0034225772],"category_scores_gemma":[0.00060797046,0.00024883862,0.00028623285,0.00040680144,0.00065350876,0.00049240055,0.00043105916,0.0009075384,0.00053181825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004293971,0.0001866839,0.0026099551,0.000109637534,0.0000075376456,0.00026198867,0.00022403136,0.0011466835,0.98892504,0.00006771219,0.00017987852,0.0058515077],"study_design_scores_gemma":[0.00005515408,0.0034681943,0.049179774,0.000012353067,0.000018127657,0.00027198295,0.00030734795,0.005719403,0.93973035,0.000100503355,0.0010906837,0.000046210098],"about_ca_topic_score_codex":0.00057819835,"about_ca_topic_score_gemma":0.0007595573,"teacher_disagreement_score":0.0034225772,"about_ca_system_score_codex":0.0001649248,"about_ca_system_score_gemma":0.00020401865,"threshold_uncertainty_score":0.011449695},"labels":[],"label_agreement":null},{"id":"W2010183401","doi":"10.4271/2013-01-2232","title":"Reliability Modeling Approach and Hydraulic Actuators Designed Hinge-Moment Capability","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Hinge; Reliability (semiconductor); Actuator; Moment (physics); Engineering; Reliability engineering; Computer science; Automotive engineering; Structural engineering; Electrical engineering; Physics; Classical mechanics","score_opus":0.01063506032000678,"score_gpt":0.21933080688489906,"score_spread":0.2086957465648923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010183401","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011773949,0.00044137173,0.9759468,0.0003793127,0.000045907236,0.000042740412,0.00008097281,0.00018942851,0.01109955],"genre_scores_gemma":[0.77359754,0.0018367865,0.19693701,0.00020555934,0.00021895557,0.00042005145,0.00030524965,0.00022794458,0.026250865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911577,0.0003629826,0.000036273326,0.00011734728,0.00028567557,0.00008182377],"domain_scores_gemma":[0.99890924,0.00056001794,0.00016369387,0.0001062591,0.00023092462,0.000029811663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011759587,0.0011431376,0.0005612987,0.0011949446,0.00038918457,0.0009323517,0.0013886278,0.0010828179,0.0023096092],"category_scores_gemma":[0.0021980507,0.0005523407,0.0013540417,0.00043906207,0.0008078449,0.0012688768,0.0007872548,0.001426319,0.0007460887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024335739,0.00004866742,0.0005559656,0.00011786218,0.00003112108,0.00023253472,0.00023750626,0.8570154,0.0055413754,0.11748148,0.0012083293,0.017505407],"study_design_scores_gemma":[0.000002877909,0.00003647476,0.00020824365,0.000017875182,0.0000128784,0.000064382424,0.000029288456,0.9734047,0.00073495315,0.02359409,0.0018847754,0.00000951736],"about_ca_topic_score_codex":0.0039419024,"about_ca_topic_score_gemma":0.0031411306,"teacher_disagreement_score":0.0039419024,"about_ca_system_score_codex":0.0010540285,"about_ca_system_score_gemma":0.0010232666,"threshold_uncertainty_score":0.007837892},"labels":[],"label_agreement":null},{"id":"W2010789070","doi":"10.1080/14399776.2008.10785983","title":"Equivalent Time-Invariant Modelling of Electrohydraulic Actuators with Application to Robust Control Synthesis","year":2008,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Control theory (sociology); Invariant (physics); LTI system theory; Control engineering; Computer science; Robust control; Control system; Engineering; Control (management); Mathematics; Artificial intelligence; Electrical engineering; Linear system","score_opus":0.01115865707874148,"score_gpt":0.19839386199257705,"score_spread":0.18723520491383558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010789070","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032795642,0.0000576368,0.9941468,0.000034042314,0.000014321877,0.000018302522,0.0000260532,0.00020582309,0.002217432],"genre_scores_gemma":[0.7754189,0.00038538512,0.21729016,0.00007168004,0.000040788807,0.00033818692,0.00017995632,0.00010835768,0.006166658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995671,0.00011081557,0.000033447308,0.000064338514,0.00019541736,0.000028857066],"domain_scores_gemma":[0.99960595,0.00017812372,0.000082043836,0.000055126875,0.000069801965,0.000008884282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056237454,0.000611711,0.00050826184,0.0003456092,0.00021093474,0.00076770014,0.0008886851,0.000638473,0.0021853778],"category_scores_gemma":[0.0012711418,0.00027579666,0.0006240059,0.00020027185,0.0006706492,0.000722844,0.00046273106,0.0007021915,0.00039288602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038979644,0.000025275967,0.00012340152,0.00010138726,0.000017566103,0.00007461149,0.000072910225,0.92109185,0.013493187,0.04648017,0.00029932157,0.01818136],"study_design_scores_gemma":[0.0000049761315,0.000020930547,0.00004131459,0.0000043941986,0.000003718334,0.0000104719475,0.000003977801,0.9929456,0.0018645873,0.0041916403,0.00090440275,0.0000039644096],"about_ca_topic_score_codex":0.0018623007,"about_ca_topic_score_gemma":0.0014631379,"teacher_disagreement_score":0.0021853778,"about_ca_system_score_codex":0.0005125688,"about_ca_system_score_gemma":0.00044328775,"threshold_uncertainty_score":0.0073108077},"labels":[],"label_agreement":null},{"id":"W2013055625","doi":"10.1016/j.mechatronics.2011.10.007","title":"Improved tracking and switching performance of an electro-pneumatic positioning system","year":2011,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Pneumatic actuator; Actuator; Solenoid; Solenoid valve; Engineering; Position (finance); Tracking (education); Controller (irrigation); Control engineering; Control valves; Sliding mode control; Computer science; Control (management); Mechanical engineering; Nonlinear system; Artificial intelligence; Physics","score_opus":0.01029971951840583,"score_gpt":0.1791344721844543,"score_spread":0.16883475266604847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013055625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92640334,0.00024060393,0.066030316,0.00008274437,0.000099188,0.000019187364,0.000056263027,0.000873058,0.006195374],"genre_scores_gemma":[0.9956726,0.000036077756,0.0025659304,0.000019492078,0.000009294871,0.0000044348276,0.000026240217,0.000011104271,0.0016548923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980694,0.000029990797,0.000012784131,0.000039819544,0.00008056837,0.000029925428],"domain_scores_gemma":[0.9997229,0.00010255124,0.000024062867,0.000041996933,0.00008842518,0.000019976613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021442906,0.00023973096,0.00034342686,0.00019778626,0.00023836618,0.00029940705,0.00039303568,0.00044155208,0.0016560797],"category_scores_gemma":[0.00035920084,0.000114934905,0.0001293324,0.00020969305,0.00011807267,0.00026853406,0.0001692685,0.0002213003,0.00033653207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016315251,0.00013813752,0.0019071995,0.00013084759,0.000047608788,0.00018229666,0.00014604541,0.019430203,0.88034636,0.0010063207,0.0005189413,0.094514534],"study_design_scores_gemma":[0.00012375978,0.0017023194,0.02039409,0.000015274649,0.00012302981,0.0004188684,0.00003840105,0.34878576,0.6246508,0.00034662348,0.0033521713,0.000048932976],"about_ca_topic_score_codex":0.00093118916,"about_ca_topic_score_gemma":0.0006664517,"teacher_disagreement_score":0.0016560797,"about_ca_system_score_codex":0.00016575959,"about_ca_system_score_gemma":0.00016957382,"threshold_uncertainty_score":0.0055401325},"labels":[],"label_agreement":null},{"id":"W2013639591","doi":"10.1115/fpmc2014-7805","title":"Comparison Between an Intelligent Controller and a Sliding Mode Controller to Positioning Pneumatic Actuators","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Control theory (sociology); Pneumatic actuator; Robustness (evolution); Controller (irrigation); Control engineering; Computer science; Engineering; Sliding mode control; Position tracking; Robust control; Control system; Nonlinear system; Control (management); Artificial intelligence","score_opus":0.02046060090162815,"score_gpt":0.28705524699086965,"score_spread":0.2665946460892415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013639591","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30736208,0.005475484,0.66563445,0.0002331947,0.00041680937,0.00015956335,0.000049954222,0.0018838599,0.01878466],"genre_scores_gemma":[0.9703782,0.0005190303,0.027440175,0.000049069462,0.000024156116,0.000043189688,0.000042301526,0.00003386595,0.0014700777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995346,0.00007992219,0.00003650516,0.000061031886,0.00025070677,0.00003725034],"domain_scores_gemma":[0.9993061,0.00029389447,0.000056972676,0.00008134393,0.00022893435,0.000032754087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055982085,0.00045178563,0.0004428099,0.00050873734,0.0002332637,0.0005879309,0.0005325061,0.00058591174,0.0012602701],"category_scores_gemma":[0.0016025763,0.00012444945,0.00025643295,0.00023917756,0.00027332475,0.00038863806,0.0003011522,0.00031555543,0.00015744497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023619807,0.0003247708,0.002056208,0.0011672068,0.0002400996,0.00024233677,0.00026713923,0.38280854,0.10148627,0.0073274276,0.001419703,0.50029826],"study_design_scores_gemma":[0.00012807682,0.0021055616,0.0036810744,0.00003671345,0.00011433857,0.00011244091,0.00006329255,0.9575621,0.03175613,0.00093081855,0.0034753187,0.000034097884],"about_ca_topic_score_codex":0.002008679,"about_ca_topic_score_gemma":0.0015303581,"teacher_disagreement_score":0.002008679,"about_ca_system_score_codex":0.0003173478,"about_ca_system_score_gemma":0.0003747501,"threshold_uncertainty_score":0.004216075},"labels":[],"label_agreement":null},{"id":"W2014592712","doi":"10.1115/imece2004-59522","title":"A Bypass Flow Control System to Improve the Transient Response of an Energy Efficient Hydraulic Pump-Motor System","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Overshoot (microwave communication); Transient (computer programming); Variable displacement pump; Control theory (sociology); Transient response; Hydraulic pump; Hydraulic motor; Hydraulic machinery; Steady state (chemistry); Axial piston pump; Flow (mathematics); Control system; Energy (signal processing); Engineering; Computer science; Mechanics; Control (management); Mechanical engineering; Physics; Electrical engineering; Chemistry","score_opus":0.003941406410295261,"score_gpt":0.18114033332114343,"score_spread":0.17719892691084818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014592712","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3411024,0.0005136628,0.64849067,0.00018275116,0.00021941938,0.00024168773,0.0001277193,0.005306188,0.0038154984],"genre_scores_gemma":[0.9368188,0.00016549454,0.058484532,0.000060959945,0.000042055166,0.00008433945,0.00010611982,0.00008594075,0.004151646],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999263,0.000008891241,0.000008025102,0.000017798779,0.000027162243,0.000011771277],"domain_scores_gemma":[0.9997478,0.00009188533,0.000030886316,0.000021636035,0.00008683671,0.000020965643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020520108,0.0003368126,0.00028844085,0.00033089574,0.00024351547,0.00034142914,0.00040142974,0.0001990155,0.003672415],"category_scores_gemma":[0.00043685528,0.00013682549,0.0001005944,0.00011543422,0.00014316742,0.00043811262,0.0002311564,0.00026532996,0.000375481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038417507,0.00012102839,0.0006223191,0.00024592876,0.000018495035,0.000078109326,0.00009471585,0.007850561,0.87125295,0.0020692213,0.0011675586,0.11609496],"study_design_scores_gemma":[0.0002609818,0.0022174516,0.0052871755,0.000035703244,0.00012770627,0.00038628696,0.000041982254,0.25660735,0.69515395,0.0010122394,0.038784303,0.00008482872],"about_ca_topic_score_codex":0.0010501416,"about_ca_topic_score_gemma":0.0013290808,"teacher_disagreement_score":0.003672415,"about_ca_system_score_codex":0.00021442273,"about_ca_system_score_gemma":0.00033399923,"threshold_uncertainty_score":0.012285471},"labels":[],"label_agreement":null},{"id":"W2014879627","doi":"10.1115/1.1985438","title":"Sliding-Mode Observer as a Time-Variant Estimator for Control of Pneumatic Systems","year":2004,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Sliding mode control; Observer (physics); Estimator; Actuator; Controller (irrigation); Linearization; Nonlinear system; Mode (computer interface); Pneumatic actuator; Position (finance); Computer science; Feedback linearization; Control engineering; Engineering; Mathematics; Control (management); Physics; Artificial intelligence; Statistics","score_opus":0.01090756434132145,"score_gpt":0.21322070483132394,"score_spread":0.20231314049000249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014879627","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00760275,0.0005562147,0.9904704,0.000050676776,0.000085327214,0.000016503145,0.000011225655,0.00039991506,0.0008069913],"genre_scores_gemma":[0.80355614,0.0015803064,0.18828085,0.0000967433,0.00020143873,0.00012444936,0.00015471673,0.00007740793,0.005927871],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997944,0.000055750297,0.000015675083,0.00003572527,0.00008625762,0.00001211614],"domain_scores_gemma":[0.99976236,0.00008786504,0.000028105133,0.000038231254,0.00007569912,0.000007695895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799867,0.00032199168,0.0005340735,0.00019518852,0.000112307,0.00048387307,0.00044425312,0.0005351826,0.0006884493],"category_scores_gemma":[0.001032323,0.00016637192,0.00028680157,0.00020807724,0.0002719111,0.0006387907,0.00022232858,0.0006330916,0.0002238503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047268177,0.00013724665,0.0016323292,0.000577549,0.00020917169,0.00026381592,0.00028591565,0.40195933,0.12643676,0.048476472,0.0035690293,0.4159797],"study_design_scores_gemma":[0.00001832005,0.00010424607,0.00042843563,0.000009041974,0.000022708336,0.000026071388,0.0000070634733,0.98892874,0.0057269246,0.0016643009,0.0030534626,0.000010643314],"about_ca_topic_score_codex":0.0012839913,"about_ca_topic_score_gemma":0.0014959986,"teacher_disagreement_score":0.0012839913,"about_ca_system_score_codex":0.00021794593,"about_ca_system_score_gemma":0.00025711893,"threshold_uncertainty_score":0.0025530457},"labels":[],"label_agreement":null},{"id":"W2015249799","doi":"10.1109/iros.2010.5650759","title":"High speed electro-hydraulic actuator for a scara type robotic arm","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"SCARA; Actuator; Rotary actuator; Servomotor; Hydraulic cylinder; Robotic arm; Electro-hydraulic actuator; Torque; Servo; Robot; Hydraulic machinery; Computer science; Electrohydraulic servo valve; Control theory (sociology); Pneumatic actuator; Engineering; Control engineering; Mechanical engineering; Artificial intelligence; Control (management)","score_opus":0.010285276387558846,"score_gpt":0.22070232811061172,"score_spread":0.21041705172305286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015249799","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3756018,0.0010095699,0.6010307,0.00031185593,0.00020894212,0.00021220068,0.000109028195,0.0016717274,0.019844173],"genre_scores_gemma":[0.82960063,0.00025374736,0.16363081,0.00006824074,0.00002748153,0.00007861874,0.0000703191,0.000021994889,0.0062481314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985445,0.000013411689,0.000008581794,0.000016949632,0.00009793013,0.000008656752],"domain_scores_gemma":[0.99986887,0.000040556228,0.000036605128,0.00001351023,0.000027468503,0.00001305876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018373289,0.0001800953,0.00017914051,0.00010110351,0.00016418842,0.00016671747,0.00034400242,0.0002704663,0.001234428],"category_scores_gemma":[0.00020594691,0.00012817577,0.0001860733,0.000055610926,0.00018200894,0.00020850741,0.00018142346,0.00021423206,0.00040916025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008181259,0.000059820217,0.00060235173,0.000329997,0.000011322792,0.00025562305,0.00006259928,0.007966091,0.9421658,0.0022950545,0.0007101043,0.04545941],"study_design_scores_gemma":[0.00016883668,0.003102839,0.00984859,0.00008048447,0.000065206405,0.0037355975,0.000064457796,0.3196449,0.6110599,0.00090545334,0.051234126,0.000089592584],"about_ca_topic_score_codex":0.00018875155,"about_ca_topic_score_gemma":0.0005038583,"teacher_disagreement_score":0.001234428,"about_ca_system_score_codex":0.00011058333,"about_ca_system_score_gemma":0.00029547556,"threshold_uncertainty_score":0.004129648},"labels":[],"label_agreement":null},{"id":"W2016075451","doi":"10.1115/pvp2007-26773","title":"Acoustic Noise Reduction in Large-Diameter Steam-Line Gate Valves","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Piping; Gate valve; Noise (video); Vibration; Acoustics; Noise reduction; Engineering; Materials science; Mechanical engineering; Structural engineering; Computer science; Physics","score_opus":0.010898173372749634,"score_gpt":0.23488286524732213,"score_spread":0.22398469187457248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016075451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931878,0.00006124689,0.0063545275,0.000014641109,0.000006514896,0.0000075751623,0.000010065307,0.00008361771,0.00027412933],"genre_scores_gemma":[0.99771476,0.000023025013,0.0020047165,0.0000051395054,0.000002650692,0.0000026114594,0.000017395048,0.000010822753,0.00021882098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995615,0.000096417556,0.000019971254,0.000052140407,0.00021552423,0.000054315773],"domain_scores_gemma":[0.99906653,0.0003522668,0.00018658288,0.00007430309,0.00022916449,0.00009110267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005218802,0.0003561146,0.00058828096,0.00027946394,0.00028133878,0.0004080484,0.0004298968,0.0003454934,0.00052023504],"category_scores_gemma":[0.0015354984,0.00016772549,0.000224714,0.00014577997,0.0004372154,0.00032249,0.00042158432,0.00022848598,0.00013136132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004281825,0.00010951419,0.0035089855,0.00007223647,0.000008211731,0.0002929293,0.00016861894,0.0071828184,0.9756033,0.000090386835,0.00007400425,0.012460733],"study_design_scores_gemma":[0.00009624677,0.0048357644,0.022698784,0.000011535889,0.000030023408,0.00035377085,0.00018615994,0.04859592,0.9219438,0.00015269642,0.0010605073,0.000034720546],"about_ca_topic_score_codex":0.0008226027,"about_ca_topic_score_gemma":0.0011141326,"teacher_disagreement_score":0.0008226027,"about_ca_system_score_codex":0.00022203985,"about_ca_system_score_gemma":0.0001402836,"threshold_uncertainty_score":0.002759993},"labels":[],"label_agreement":null},{"id":"W2016429650","doi":"10.1115/dscc2009-2622","title":"Modeling and Robust Discrete-Time Sliding Mode Control Design for a Fluid Power Electrohydraulic Actuator (EHA) System","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Actuator; Nonlinear system; Sliding mode control; Discrete time and continuous time; Controller (irrigation); Hydraulic cylinder; Hydraulic machinery; Linear matrix inequality; Electro-hydraulic actuator; Robust control; Bounded function; Computer science; Engineering; Mathematics; Mathematical optimization; Control (management); Physics; Artificial intelligence","score_opus":0.011870888604894249,"score_gpt":0.20887316091408425,"score_spread":0.19700227230919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016429650","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013423253,0.00029022736,0.98292416,0.00015982527,0.00005336802,0.000041319134,0.000041763393,0.0002588218,0.002807372],"genre_scores_gemma":[0.94035214,0.00047691478,0.054756813,0.000062857755,0.000046383906,0.00029971945,0.00011428383,0.000028679277,0.0038621018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960726,0.00008385406,0.000027470302,0.00010439709,0.00014343322,0.000033560005],"domain_scores_gemma":[0.9996934,0.00011045752,0.00007817648,0.00002682659,0.00007885254,0.0000123305435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006597447,0.0007599019,0.0006968875,0.0002779557,0.00036937968,0.0010882968,0.0009429632,0.000944926,0.0015152777],"category_scores_gemma":[0.0009906235,0.00037850707,0.0006285054,0.00023181834,0.0006319962,0.0006808479,0.00069387717,0.00079989113,0.0003101335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074559546,0.000033589222,0.0002805798,0.0001507991,0.00003412696,0.00014203356,0.00012680805,0.95770246,0.0105566755,0.011162913,0.00040592178,0.019329488],"study_design_scores_gemma":[0.000009476422,0.000039207684,0.00006933783,0.0000040277637,0.0000056346507,0.000009395801,0.00000530422,0.9980861,0.00071407505,0.0005952672,0.0004587488,0.000003380173],"about_ca_topic_score_codex":0.0056375554,"about_ca_topic_score_gemma":0.0029145067,"teacher_disagreement_score":0.0056375554,"about_ca_system_score_codex":0.00060801796,"about_ca_system_score_gemma":0.0008477729,"threshold_uncertainty_score":0.011209488},"labels":[],"label_agreement":null},{"id":"W2017099259","doi":"10.1007/s00170-014-5910-8","title":"Robust H ∞ sliding mode control with pole placement for a fluid power electrohydraulic actuator (EHA) system","year":2014,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Control theory (sociology); Actuator; Nonlinear system; Sliding mode control; Mode (computer interface); Controller (irrigation); Engineering; Noise (video); Variable structure control; Power (physics); Integral sliding mode; Control engineering; Computer science; Control (management); Physics","score_opus":0.005683927685942512,"score_gpt":0.20613290033806475,"score_spread":0.20044897265212225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017099259","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1406641,0.00050949043,0.8478468,0.0005329816,0.00020073056,0.00008130382,0.000072758114,0.00045691725,0.009634957],"genre_scores_gemma":[0.99247956,0.00006997617,0.0055366433,0.000028623666,0.000014529874,0.000033651675,0.000014566821,0.0000073215633,0.0018150898],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997508,0.000057620156,0.000013747888,0.00007365557,0.000072043746,0.00003223056],"domain_scores_gemma":[0.9996648,0.0001494798,0.00005910854,0.000024589119,0.00008806055,0.000014032736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050251203,0.00073518394,0.00056264043,0.0002034421,0.00041555043,0.00085934065,0.0005128036,0.00085962564,0.0018960986],"category_scores_gemma":[0.00086364034,0.00023652813,0.00037364953,0.00019622642,0.0006959862,0.0003973341,0.0006557451,0.0006534595,0.00019531624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005997522,0.0001312815,0.00074085966,0.00046511478,0.00010195908,0.00053458643,0.00036806308,0.8557223,0.06435641,0.011660528,0.0016718608,0.06364733],"study_design_scores_gemma":[0.00002709765,0.00023305265,0.00043215146,0.000006790337,0.00001196254,0.000022688033,0.000018558201,0.9952461,0.0026559678,0.0010061789,0.00033055426,0.000008907856],"about_ca_topic_score_codex":0.0056160623,"about_ca_topic_score_gemma":0.0033797638,"teacher_disagreement_score":0.0056160623,"about_ca_system_score_codex":0.00039521937,"about_ca_system_score_gemma":0.00057844614,"threshold_uncertainty_score":0.011166751},"labels":[],"label_agreement":null},{"id":"W2017662071","doi":"10.1016/s0957-4158(99)00042-2","title":"Modeling and identification of electrohydraulic servos","year":2000,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Servomechanism; Identification (biology); Control engineering; Control theory (sociology); Actuator; System identification; Engineering; Computer science; Linear model; Control (management); Artificial intelligence; Data modeling; Machine learning","score_opus":0.005633118260623161,"score_gpt":0.18869533275171174,"score_spread":0.1830622144910886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017662071","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043244023,0.0006461852,0.9453382,0.00015406948,0.000053995707,0.00004710645,0.00009628658,0.000827048,0.009593119],"genre_scores_gemma":[0.96895695,0.00041706694,0.022336166,0.000029081264,0.0000152708,0.00008679859,0.0000962609,0.0000412474,0.008021182],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981064,0.000028551663,0.000010495259,0.000044978726,0.00008345018,0.000021954922],"domain_scores_gemma":[0.99987686,0.000035953806,0.000025344933,0.000017732855,0.000037689468,0.0000064172355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019730125,0.0004366852,0.0005324538,0.00032452247,0.00031185822,0.00069712405,0.0008202615,0.0008183195,0.0013334893],"category_scores_gemma":[0.0005391704,0.0004278865,0.00035234203,0.00025820723,0.00039084785,0.00061040523,0.00052493624,0.00041881306,0.0004225635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000314775,0.000020949126,0.0003514415,0.000050197872,0.000014330533,0.00005522287,0.000045827717,0.9678128,0.008093167,0.007594202,0.00024335725,0.01568709],"study_design_scores_gemma":[0.0000037425666,0.000010965106,0.00025009815,0.0000034892807,0.0000035322973,0.000016007309,0.0000051980514,0.99588686,0.0015976236,0.0012881975,0.0009303419,0.0000040131285],"about_ca_topic_score_codex":0.005296441,"about_ca_topic_score_gemma":0.0031786466,"teacher_disagreement_score":0.005296441,"about_ca_system_score_codex":0.00039482396,"about_ca_system_score_gemma":0.00055108784,"threshold_uncertainty_score":0.010531247},"labels":[],"label_agreement":null},{"id":"W2017898451","doi":"10.1115/imece2004-61272","title":"Asymptotic Force Control of Hydraulic Actuators With Friction: Theory and Experiments","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Nonlinear system; Actuator; Exponential stability; Lyapunov function; Stiffness; Lyapunov stability; Convergence (economics); Mathematics; Hydraulic cylinder; Engineering; Computer science; Control (management); Physics; Structural engineering; Mechanical engineering","score_opus":0.004951365405772592,"score_gpt":0.19357859352258275,"score_spread":0.18862722811681015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017898451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7821116,0.00093960704,0.20811307,0.0003395716,0.00009953978,0.00018773726,0.00007034745,0.00092309574,0.0072154626],"genre_scores_gemma":[0.9918401,0.000107295535,0.007517078,0.000018221037,0.000005995066,0.00005497425,0.00001490709,0.000010635831,0.00043076187],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937266,0.00009288297,0.00004316766,0.00006109962,0.00035737845,0.000072798306],"domain_scores_gemma":[0.9989176,0.00059166487,0.00013136734,0.0001445344,0.00016694452,0.000047930866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000788802,0.00029708678,0.0005579798,0.0003560279,0.00040080515,0.0003690629,0.0008807674,0.00083727826,0.00095102034],"category_scores_gemma":[0.0033555576,0.00019166233,0.00024431502,0.00022320302,0.0008759012,0.00085807114,0.00083138444,0.00042192827,0.00013538438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016533427,0.0009513101,0.0016873514,0.0009340817,0.0000487697,0.0007863837,0.0015198209,0.14496057,0.7195307,0.025035,0.0011908564,0.1017018],"study_design_scores_gemma":[0.0002668405,0.0037880756,0.0027870664,0.00008065578,0.00002608152,0.00034601946,0.00019418042,0.73896277,0.24083784,0.007887509,0.0047415337,0.00008143114],"about_ca_topic_score_codex":0.0009151725,"about_ca_topic_score_gemma":0.00039269484,"teacher_disagreement_score":0.00095102034,"about_ca_system_score_codex":0.00036593454,"about_ca_system_score_gemma":0.0003386411,"threshold_uncertainty_score":0.0041716695},"labels":[],"label_agreement":null},{"id":"W2018257068","doi":"10.1109/tcst.2006.886440","title":"Flatness-Based Feedback Control of an Automotive Solenoid Valve","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Flatness (cosmology); Camshaft; Solenoid valve; Actuator; Nonlinear system; Control engineering; Engineering; Repetitive control; Testbed; Crankshaft; Nonlinear control; Control system; Feedback linearization; Control valves; Tracking error; Motion control; Spline (mechanical); Solenoid; Computer science; Mechanical engineering; Control (management)","score_opus":0.006247703974717001,"score_gpt":0.21731180579408702,"score_spread":0.21106410181937002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018257068","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18265444,0.00033998236,0.8084237,0.00007747015,0.00014432146,0.00008998959,0.00003988986,0.0008528006,0.0073773307],"genre_scores_gemma":[0.9874529,0.00007812354,0.010645971,0.000014965342,0.000009871104,0.000022002538,0.000016978925,0.000008802169,0.0017502242],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998853,0.000012913777,0.0000068634936,0.000020987252,0.000054148753,0.000019777071],"domain_scores_gemma":[0.9998703,0.00003260098,0.000025108686,0.000011173333,0.000044620938,0.000016159831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023781865,0.00045507203,0.00025304922,0.00020509741,0.00028953963,0.0005164763,0.00051490014,0.00026890912,0.00089766993],"category_scores_gemma":[0.00038298187,0.00017820077,0.00016664118,0.00010806811,0.0003835643,0.00025141105,0.0003675202,0.00031675657,0.0001559709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006826219,0.00011650247,0.00068118115,0.00029135103,0.000030486524,0.00045687633,0.00031752422,0.46452728,0.3955784,0.011793511,0.00094027387,0.12458402],"study_design_scores_gemma":[0.000048558108,0.00058594224,0.0007507559,0.000012383362,0.000012097725,0.00005788032,0.00002650533,0.95534986,0.039544605,0.0014274166,0.0021623988,0.000021510306],"about_ca_topic_score_codex":0.002166303,"about_ca_topic_score_gemma":0.0016345622,"teacher_disagreement_score":0.002166303,"about_ca_system_score_codex":0.0002434254,"about_ca_system_score_gemma":0.00037625444,"threshold_uncertainty_score":0.004307449},"labels":[],"label_agreement":null},{"id":"W2018687715","doi":"10.1016/s0029-5493(99)00235-6","title":"Acoustic characterization of a CANDU primary heat transport pump at the blade-passing frequency","year":2000,"lang":"en","type":"article","venue":"Nuclear Engineering and Design","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Acoustics; Superposition principle; Acoustic resonance; Sound pressure; Mechanics; Thermoacoustic heat engine; Resonance (particle physics); Materials science; Physics; Thermodynamics; Atomic physics; Heat exchanger","score_opus":0.007402617109729367,"score_gpt":0.15847360946262032,"score_spread":0.15107099235289095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018687715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861333,0.000057260222,0.010685408,0.00012480712,0.00002604782,0.000027317205,0.00018373122,0.00025987095,0.0025022249],"genre_scores_gemma":[0.9964987,0.000025883946,0.0011442878,0.000018123648,0.0000079948395,0.000009182989,0.00007263377,0.000018784658,0.0022044221],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99979633,0.000016968976,0.000005368916,0.000041610583,0.00011160778,0.000028240915],"domain_scores_gemma":[0.99952793,0.0001870067,0.000034256165,0.000031284133,0.00016936671,0.00005030007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023631082,0.00020074981,0.00041676417,0.00035313985,0.00057473854,0.0003172295,0.00037569637,0.0005149286,0.002805212],"category_scores_gemma":[0.00056966295,0.00018792802,0.00019885105,0.00016643871,0.0004050846,0.00029318215,0.0002552762,0.00040665607,0.00040156714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014910132,0.000115102186,0.014009645,0.0001001516,0.000019898811,0.00047742392,0.0006718854,0.003050399,0.9528377,0.00033307413,0.00090236723,0.025991213],"study_design_scores_gemma":[0.00010392812,0.0023848389,0.24713688,0.000031943757,0.000106546235,0.0014223042,0.0012680226,0.08719918,0.64942116,0.000313198,0.010514232,0.000097868506],"about_ca_topic_score_codex":0.0020061783,"about_ca_topic_score_gemma":0.0016478365,"teacher_disagreement_score":0.002805212,"about_ca_system_score_codex":0.00021875226,"about_ca_system_score_gemma":0.00032745316,"threshold_uncertainty_score":0.009384334},"labels":[],"label_agreement":null},{"id":"W2021089212","doi":"10.1080/14399776.2002.10781128","title":"On the Development of a Real-Time Simulator Engine for a Hydraulic Forestry Machine","year":2002,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"North Dakota State University","keywords":"Simulation; Development (topology); Hydraulic machinery; Computer science; Engineering; Mechanical engineering","score_opus":0.01347206677783083,"score_gpt":0.2323248126366903,"score_spread":0.21885274585885947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021089212","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054603487,0.00026758196,0.93296176,0.00014277885,0.00011491963,0.00037091543,0.00009594151,0.004491858,0.006950683],"genre_scores_gemma":[0.27667013,0.0007006015,0.70777893,0.00009733491,0.000047149355,0.00034675046,0.0006257218,0.00060246285,0.013130911],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958736,0.00006187736,0.000024789226,0.00005288055,0.00023397125,0.000039042316],"domain_scores_gemma":[0.99926,0.00022518495,0.000045638586,0.00012455763,0.00029154806,0.000053181546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008235462,0.00048210996,0.0005287139,0.00030762397,0.0002714402,0.00051413855,0.0015792024,0.0006166638,0.0044687595],"category_scores_gemma":[0.001510425,0.0002974904,0.00045229107,0.00023845416,0.00031300978,0.0008170923,0.00051627227,0.00081986026,0.0018964886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004226199,0.00039962944,0.0022436536,0.000849228,0.00010345424,0.00057046534,0.0005699248,0.19798736,0.34590206,0.016534982,0.0038271172,0.43058956],"study_design_scores_gemma":[0.000119232194,0.0014720067,0.0016467237,0.00008771079,0.000084502906,0.0006656612,0.00007148274,0.6591697,0.2646119,0.0021296921,0.06985789,0.00008348322],"about_ca_topic_score_codex":0.001148513,"about_ca_topic_score_gemma":0.0011372176,"teacher_disagreement_score":0.0044687595,"about_ca_system_score_codex":0.00027050366,"about_ca_system_score_gemma":0.0010464545,"threshold_uncertainty_score":0.014949501},"labels":[],"label_agreement":null},{"id":"W2021172964","doi":"10.1016/j.mechatronics.2010.09.003","title":"Position control of high performance hydrostatic actuation system using a simple adaptive control (SAC) method","year":2010,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Simple (philosophy); Control theory (sociology); Position (finance); Hydrostatic equilibrium; Control (management); Adaptive control; Control engineering; Engineering; Actuator; Computer science; Physics; Artificial intelligence; Electrical engineering","score_opus":0.007367364197572578,"score_gpt":0.21706565373074063,"score_spread":0.20969828953316805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021172964","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12686063,0.00028112478,0.8675435,0.00010778881,0.00020230246,0.000041852032,0.000014814454,0.0003730818,0.004574912],"genre_scores_gemma":[0.96053934,0.00008793597,0.036981,0.00002405462,0.00006451867,0.00003904227,0.000012373333,0.000010653304,0.002241076],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999136,0.000016789827,0.0000058059572,0.00001688967,0.00004041148,0.000006493527],"domain_scores_gemma":[0.9998858,0.000028557242,0.000019940844,0.000013159421,0.000043105963,0.000009467191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015123072,0.0002518052,0.00028673786,0.00014962595,0.0002750152,0.00022937523,0.000304089,0.00019861855,0.000812763],"category_scores_gemma":[0.00023087888,0.00010068192,0.00015512727,0.0001459693,0.0002401004,0.00020704594,0.00033995305,0.00021525563,0.000101552425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005243204,0.00010208657,0.0013185552,0.00044102952,0.000085366344,0.00027846688,0.0003260203,0.19751032,0.44583103,0.014693459,0.002175828,0.33671355],"study_design_scores_gemma":[0.00004847507,0.00037845338,0.0011382755,0.000005476189,0.00002051904,0.00009020271,0.000014034093,0.9788977,0.016393324,0.00081871066,0.002181806,0.0000130347635],"about_ca_topic_score_codex":0.00084087776,"about_ca_topic_score_gemma":0.0010420647,"teacher_disagreement_score":0.00084087776,"about_ca_system_score_codex":0.00010249915,"about_ca_system_score_gemma":0.00019286548,"threshold_uncertainty_score":0.002718985},"labels":[],"label_agreement":null},{"id":"W2022178724","doi":"10.1109/iecon.2012.6389519","title":"Multidomain high-detailed modeling of an electro-hydrostatic actuator and advanced position control","year":2012,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Actuator; Integrator; Feed forward; Control engineering; Cascade; Position (finance); Controller (irrigation); Computer science; Displacement (psychology); PID controller; Fuzzy logic; Regulator; Electro-hydraulic actuator; Engineering; Control (management); Voltage; Temperature control; Artificial intelligence","score_opus":0.004410875677776214,"score_gpt":0.19834588408384168,"score_spread":0.19393500840606548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022178724","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034887843,0.00026814986,0.952158,0.00015381291,0.00006340573,0.00003879694,0.00017826723,0.0006573151,0.011594381],"genre_scores_gemma":[0.9138833,0.000586233,0.068160504,0.000064755826,0.000049399838,0.00017829564,0.00027853646,0.00009667896,0.016702445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990785,0.000017156724,0.0000045612614,0.000019323259,0.000040778687,0.000010351176],"domain_scores_gemma":[0.9999217,0.00002457504,0.000014029837,0.000013485648,0.000019476345,0.0000068109916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013219341,0.00045103903,0.0005204404,0.00023315076,0.00026343064,0.0007551404,0.0007766263,0.0008683172,0.0029090869],"category_scores_gemma":[0.00023641379,0.0002738146,0.00048068585,0.00019654269,0.00036128564,0.00074157334,0.000505125,0.0005996316,0.0006350753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031068932,0.000023975583,0.0003087854,0.000050278926,0.000017120497,0.00011823196,0.00003942763,0.9719814,0.010570149,0.010009129,0.0002711107,0.0065792445],"study_design_scores_gemma":[0.000003129821,0.000013291892,0.00012361241,0.000002960131,0.000002721259,0.000018433122,0.0000045927927,0.9971955,0.0007937133,0.00077732076,0.0010620441,0.000002678896],"about_ca_topic_score_codex":0.0029903129,"about_ca_topic_score_gemma":0.0018544825,"teacher_disagreement_score":0.0029903129,"about_ca_system_score_codex":0.000318298,"about_ca_system_score_gemma":0.0004446895,"threshold_uncertainty_score":0.009731889},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Earthquake shaking table; Shake; Substructure; Computer science; Table (database); Controller (irrigation); Simulation; Software; Engineering; Structural engineering; Mechanical engineering","score_opus":0.03483958242679129,"score_gpt":0.34367798155599044,"score_spread":0.30883839912919914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022301894","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17250171,0.00013005204,0.7998053,0.00030363246,0.00028187124,0.0003648471,0.00027990824,0.016015114,0.010317588],"genre_scores_gemma":[0.7581632,0.00010255813,0.23638567,0.00009077105,0.000017133285,0.00035859313,0.00038467388,0.0005528615,0.00394444],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985411,0.00043813998,0.00010535918,0.00016461867,0.0006381377,0.00011269494],"domain_scores_gemma":[0.996698,0.0014582388,0.00020083356,0.00080028357,0.0007138887,0.00012885293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023122996,0.00065663346,0.0003715912,0.0004358081,0.00029520778,0.0008018856,0.0013778114,0.0007364261,0.006069255],"category_scores_gemma":[0.004278255,0.0003123864,0.00045020462,0.00015963252,0.00065854995,0.00090999535,0.0008079711,0.00080007827,0.00087236054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013196337,0.0007336166,0.011016707,0.00080775894,0.0001718128,0.00084418495,0.0015013888,0.52421147,0.16842136,0.022480791,0.005121452,0.26336983],"study_design_scores_gemma":[0.00014745194,0.0007626342,0.0017767128,0.000057160476,0.000036581452,0.00017403536,0.00013670344,0.8463175,0.13110302,0.0017239428,0.017700346,0.00006377904],"about_ca_topic_score_codex":0.0015503678,"about_ca_topic_score_gemma":0.0012805491,"teacher_disagreement_score":0.006069255,"about_ca_system_score_codex":0.00042757232,"about_ca_system_score_gemma":0.0012277517,"threshold_uncertainty_score":0.020303667},"labels":[],"label_agreement":null},{"id":"W2022837863","doi":"10.1109/cdc.2011.6160784","title":"Optimal PI tuning rules for flow loop, based on Modified Relay Feedback Test","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Relay; Control theory (sociology); Loop (graph theory); Feedback loop; Pi; Computer science; Flow (mathematics); PID controller; Control engineering; Engineering; Mathematics; Physics; Control (management); Artificial intelligence","score_opus":0.0330097684087746,"score_gpt":0.21249903434325143,"score_spread":0.17948926593447684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022837863","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021330968,0.0002499402,0.9728484,0.000045539637,0.000036925998,0.0001254448,0.00002994759,0.0006483308,0.0046845227],"genre_scores_gemma":[0.90561193,0.00011224355,0.09304891,0.000050077444,0.00001995255,0.00014214347,0.00003458457,0.00006306604,0.0009171436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906224,0.00022570987,0.00007547748,0.00020884887,0.00035398785,0.00007377188],"domain_scores_gemma":[0.99865556,0.00072124397,0.00022929667,0.00009234273,0.00026947987,0.00003197125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011814783,0.0005826526,0.0005879987,0.0005648007,0.00028731665,0.0010281414,0.00088433584,0.00080753776,0.0017026374],"category_scores_gemma":[0.0052106357,0.0001961559,0.0003437313,0.00022820533,0.0005632924,0.00055697263,0.0002992709,0.0006568779,0.00041505654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073915476,0.00016899811,0.0010907265,0.00059487903,0.000080902646,0.00035503038,0.00028850554,0.64524364,0.07227481,0.029398357,0.0019264818,0.24783856],"study_design_scores_gemma":[0.00005343101,0.00018010211,0.0004637766,0.00001964693,0.000017192471,0.0001252016,0.000013929953,0.98351663,0.011222624,0.0032580807,0.0011040375,0.000025371295],"about_ca_topic_score_codex":0.0013861372,"about_ca_topic_score_gemma":0.0010099949,"teacher_disagreement_score":0.0017026374,"about_ca_system_score_codex":0.00039801782,"about_ca_system_score_gemma":0.00045666602,"threshold_uncertainty_score":0.006248355},"labels":[],"label_agreement":null},{"id":"W2023124019","doi":"10.1115/dscc2011-5990","title":"Waveform Analysis of an Electro-Hydraulic Vibrator","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrohydraulic servo valve; Waveform; Bandwidth (computing); Vibration; Servo bandwidth; Acoustics; Hydraulic machinery; Control theory (sociology); Vibrator (electronic); Servo; Computer science; Engineering; Servo control; Voltage; Physics; Mechanical engineering; Electrical engineering; Telecommunications; Control (management)","score_opus":0.01678177657039678,"score_gpt":0.20002201794993338,"score_spread":0.1832402413795366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023124019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49485508,0.0007148561,0.49092668,0.00017058809,0.00012067995,0.000091379225,0.00029797817,0.00061330304,0.012209355],"genre_scores_gemma":[0.9665698,0.00019300857,0.02793356,0.000031699987,0.0000126808945,0.000027751796,0.00021094755,0.000041912237,0.004978573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998596,0.000014197097,0.0000070947685,0.000018369361,0.000090784204,0.000009923901],"domain_scores_gemma":[0.9998035,0.00006984366,0.000015580079,0.000013951544,0.00008680793,0.000010311317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122909,0.00014927099,0.00017789214,0.00039663285,0.0001042184,0.00023266776,0.00022751576,0.00029520158,0.0023470437],"category_scores_gemma":[0.00046303,0.00007821367,0.00010846392,0.0002871704,0.00011925125,0.00023226348,0.000133412,0.00016124232,0.00034876697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044686804,0.00003387187,0.0012596424,0.00028342736,0.000019425748,0.00043203685,0.00023402256,0.01030878,0.8337063,0.0035040006,0.0006081667,0.1491635],"study_design_scores_gemma":[0.000048495203,0.0010153739,0.03982639,0.00007483463,0.000047492133,0.0015750785,0.0003895716,0.6224082,0.31396362,0.0033869315,0.017169941,0.000094016046],"about_ca_topic_score_codex":0.00049153814,"about_ca_topic_score_gemma":0.00029491974,"teacher_disagreement_score":0.0023470437,"about_ca_system_score_codex":0.00010748191,"about_ca_system_score_gemma":0.00011185258,"threshold_uncertainty_score":0.00785166},"labels":[],"label_agreement":null},{"id":"W2024576559","doi":"10.1016/s0029-5493(99)00257-5","title":"Investigation of waterhammer in piping networks with voids containing non-condensable gas","year":2000,"lang":"en","type":"article","venue":"Nuclear Engineering and Design","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Piping; Forensic engineering; Materials science; Nuclear engineering; Engineering; Mechanical engineering","score_opus":0.009726647296782182,"score_gpt":0.15816163779126988,"score_spread":0.1484349904944877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024576559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98247355,0.00020880287,0.015204995,0.000032545784,0.00000474735,0.000019184861,0.000051157047,0.00007544733,0.001929477],"genre_scores_gemma":[0.997997,0.000057428857,0.0010492845,0.000002718376,9.889751e-7,0.000003422479,0.000022256365,0.0000045678444,0.0008622585],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998356,0.00003534454,0.000004880847,0.00003742224,0.00004974421,0.000036998183],"domain_scores_gemma":[0.9988135,0.00077126134,0.00013332562,0.00006239765,0.00016356114,0.00005586764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003071012,0.00013907213,0.00033407978,0.00038156193,0.0003906063,0.00045172923,0.00046510244,0.00042615648,0.0013182441],"category_scores_gemma":[0.0015983202,0.00019580589,0.0001665122,0.00030799373,0.0005593621,0.00085340097,0.00021343611,0.00023983797,0.00009615503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028668023,0.00048529642,0.029204428,0.0004888902,0.00006481785,0.0013532558,0.00072122656,0.44448036,0.4663565,0.014487373,0.0005170599,0.038973927],"study_design_scores_gemma":[0.000016253161,0.00053669716,0.007979586,0.000015646901,0.00002906234,0.00017354636,0.0003603223,0.8035743,0.18542247,0.0009831622,0.0008936823,0.00001519106],"about_ca_topic_score_codex":0.0029238127,"about_ca_topic_score_gemma":0.0033126117,"teacher_disagreement_score":0.0029238127,"about_ca_system_score_codex":0.000553721,"about_ca_system_score_gemma":0.00032092183,"threshold_uncertainty_score":0.005813539},"labels":[],"label_agreement":null},{"id":"W2024896240","doi":"10.1109/icra.2014.6907561","title":"Dynamical model averaging and PWM based control for pneumatic actuators","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Pulse-width modulation; Duty cycle; Actuator; Pneumatic actuator; Controller (irrigation); Solenoid valve; Sliding mode control; Solenoid; Control system; Engineering; Position (finance); Open-loop controller; Computer science; Nonlinear system; Control engineering; Voltage; Closed loop; Physics; Control (management)","score_opus":0.010743485463026564,"score_gpt":0.21735783511623213,"score_spread":0.20661434965320558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024896240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04674358,0.00044134186,0.9495354,0.000075370735,0.00006685875,0.00001819094,0.00002401458,0.00027086062,0.0028244613],"genre_scores_gemma":[0.9750862,0.00020683874,0.023387842,0.000027054239,0.000028312665,0.00004099387,0.00003822113,0.000016607784,0.0011678039],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998443,0.000033323005,0.000009632363,0.00003469998,0.00006421321,0.000013709071],"domain_scores_gemma":[0.9998734,0.000049940267,0.000023798902,0.000015397354,0.000029695144,0.000007682845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022926526,0.0003178171,0.00042434825,0.00019567097,0.0001656444,0.00040728977,0.0004080087,0.00024983325,0.000613795],"category_scores_gemma":[0.0005377198,0.0001388032,0.00035335537,0.0001756985,0.00031217444,0.0004347382,0.00034515664,0.00034714353,0.000068916546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001175537,0.00005219191,0.0006580756,0.00018550373,0.00007863686,0.0001302527,0.00016183671,0.8153386,0.044736553,0.033341367,0.0006249101,0.10457451],"study_design_scores_gemma":[0.000003766962,0.00003598252,0.0001618092,0.0000020687482,0.0000054710067,0.000012142301,0.0000028852733,0.99598265,0.0016267141,0.0017448999,0.00041761438,0.0000040340674],"about_ca_topic_score_codex":0.0019557134,"about_ca_topic_score_gemma":0.0014314374,"teacher_disagreement_score":0.0019557134,"about_ca_system_score_codex":0.0002867786,"about_ca_system_score_gemma":0.00021961976,"threshold_uncertainty_score":0.003888607},"labels":[],"label_agreement":null},{"id":"W2025291222","doi":"10.1002/rnc.1411","title":"Switching contact task control in hydraulic actuators: Stability analysis and experimental evaluation","year":2009,"lang":"en","type":"article","venue":"International Journal of Robust and Nonlinear Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Sliding mode control; Controller (irrigation); Lyapunov function; Position (finance); Lyapunov stability; Equilibrium point; Exponential stability; Task (project management); Motion control; Computer science; Control engineering; Control (management); Engineering; Mathematics; Physics; Robot; Artificial intelligence","score_opus":0.011884606110059284,"score_gpt":0.2574545576734916,"score_spread":0.24556995156343234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025291222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97745764,0.00010738536,0.020575013,0.000032278465,0.000034709818,0.000102638885,0.00006436872,0.00018237134,0.0014434868],"genre_scores_gemma":[0.9980336,0.000020190468,0.0014984871,0.000003861508,0.0000016648545,0.000039182218,0.00002301612,0.0000033209894,0.00037677278],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973065,0.000035864927,0.000017402956,0.00003356373,0.00013558006,0.000046916743],"domain_scores_gemma":[0.9994118,0.00019227307,0.00009355462,0.00009343478,0.00015721917,0.000051717187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494664,0.00026018967,0.00029919017,0.0003031225,0.00028606915,0.0003145942,0.00043280516,0.00034048306,0.0020112235],"category_scores_gemma":[0.0010158984,0.00011029331,0.00015967317,0.00017334567,0.00034622045,0.00029167664,0.00038097924,0.00021629684,0.00015016309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030874137,0.0010284972,0.001173319,0.0005896179,0.000046697598,0.00019088131,0.000534361,0.032687888,0.909288,0.0017007589,0.00056795817,0.0491046],"study_design_scores_gemma":[0.00037921657,0.010895398,0.007242823,0.000036064463,0.000044986784,0.00012923486,0.00022320745,0.3602122,0.61747575,0.00079349015,0.0025119905,0.000055648987],"about_ca_topic_score_codex":0.001256825,"about_ca_topic_score_gemma":0.00063110003,"teacher_disagreement_score":0.0020112235,"about_ca_system_score_codex":0.00022140036,"about_ca_system_score_gemma":0.00025132357,"threshold_uncertainty_score":0.0067281723},"labels":[],"label_agreement":null},{"id":"W2026027171","doi":"10.1115/imece2003-41897","title":"Pulse-Width Modulation Control of a Pneumatic Positioning System","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pulse-width modulation; Solenoid valve; Modulation (music); Computer science; Control theory (sociology); Solenoid; Control valves; Engineering; Electronic engineering; Control (management); Control engineering; Electrical engineering; Voltage; Physics; Acoustics","score_opus":0.005797253932489185,"score_gpt":0.17867741933314402,"score_spread":0.17288016540065482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026027171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7079032,0.00073869724,0.27472007,0.00031832073,0.00034167786,0.0003398607,0.00013059004,0.0011232788,0.014384187],"genre_scores_gemma":[0.96603805,0.0001457454,0.031298287,0.000045436547,0.00003580362,0.000057534657,0.000031827694,0.000018857936,0.002328462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944824,0.000077489276,0.000028729419,0.00008037311,0.00032569058,0.000039464507],"domain_scores_gemma":[0.9994955,0.00022123674,0.000052029874,0.000058851794,0.0001406222,0.000031709158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051257265,0.00020667004,0.00030902523,0.00017509125,0.00024407335,0.00041006674,0.00057880656,0.00044761525,0.0015203919],"category_scores_gemma":[0.0013625504,0.00011828441,0.00009277982,0.00019435691,0.00043301645,0.00059657893,0.00027007563,0.00030068058,0.00020114469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056622055,0.00017098093,0.00064279453,0.0003478119,0.0000131202,0.0002624931,0.0002726255,0.0033690627,0.8782598,0.004470388,0.00044564926,0.1111791],"study_design_scores_gemma":[0.00026873662,0.0031113953,0.004902985,0.000032501644,0.000028993674,0.00064658356,0.000052979583,0.074515864,0.90014994,0.0016451348,0.014596738,0.000048235885],"about_ca_topic_score_codex":0.00034119596,"about_ca_topic_score_gemma":0.00020991653,"teacher_disagreement_score":0.0015203919,"about_ca_system_score_codex":0.0002246919,"about_ca_system_score_gemma":0.00019916015,"threshold_uncertainty_score":0.005086243},"labels":[],"label_agreement":null},{"id":"W2028415347","doi":"10.1115/1.4005328","title":"An Optimum Flexible Linkage Design of a Fully Variable Electromechanical Valve Actuation System for Internal Combustion Engines","year":2011,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Linkage (software); Actuator; Valve actuator; Mechanical engineering; Mechanical system; Engineering; Internal combustion engine; Trajectory; Control theory (sociology); Control engineering; Automotive engineering; Computer science","score_opus":0.04599383659662137,"score_gpt":0.24402898778676962,"score_spread":0.19803515119014825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028415347","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3476445,0.00082594185,0.6468106,0.00011837329,0.000097835225,0.00012818114,0.00008289969,0.0005573199,0.0037343986],"genre_scores_gemma":[0.903857,0.00012384799,0.09469738,0.000022909224,0.000021781058,0.00008147852,0.00005058933,0.000022193732,0.0011228562],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973243,0.00004901742,0.000023875928,0.00007637543,0.00009154603,0.000026772892],"domain_scores_gemma":[0.99981207,0.000034626133,0.00007090985,0.000019281244,0.000047562244,0.000015584717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033489743,0.00038661808,0.00038523896,0.0002612536,0.0002372927,0.00046222162,0.0005811185,0.0005185404,0.0009618267],"category_scores_gemma":[0.00040640277,0.00027729291,0.00024983683,0.00015205014,0.00018068854,0.0004398134,0.0002612466,0.0002013982,0.00023016894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025916757,0.000088322166,0.0005737718,0.0004430971,0.000057384594,0.0002040877,0.00011719401,0.102162465,0.80621296,0.0033544342,0.00045836868,0.08606871],"study_design_scores_gemma":[0.00022754008,0.003731538,0.0062258733,0.00007455791,0.00010780693,0.000694926,0.000073010335,0.7221593,0.24212706,0.001955753,0.022480104,0.00014244406],"about_ca_topic_score_codex":0.00019840314,"about_ca_topic_score_gemma":0.00029581523,"teacher_disagreement_score":0.0009618267,"about_ca_system_score_codex":0.0002000684,"about_ca_system_score_gemma":0.000289857,"threshold_uncertainty_score":0.0032176971},"labels":[],"label_agreement":null},{"id":"W2028912340","doi":"10.1115/1.1400741","title":"Acoustic Fatigue of a Steam Dump Pipe System Excited by Valve Noise","year":2001,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; McMaster University","funders":"","keywords":"Piping; Gate valve; Control valves; Vibration; Noise (video); Structural engineering; Engineering; Nuclear power plant; Mechanical engineering; Acoustics; Computer science; Physics","score_opus":0.008701570879741546,"score_gpt":0.21820969992805578,"score_spread":0.20950812904831423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028912340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820805,0.000028924303,0.00148778,0.000014039588,0.000005045092,0.0000073352467,0.000015224299,0.000058047088,0.00017557797],"genre_scores_gemma":[0.99925345,0.00001364136,0.0003060282,0.0000067844962,0.000001995384,0.0000032521216,0.000024026282,0.000005101377,0.00038553993],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997837,0.000040481948,0.000009000849,0.00003523313,0.000090052235,0.00004149189],"domain_scores_gemma":[0.999469,0.00022809704,0.00004880619,0.00004345212,0.000136631,0.000074018164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003480721,0.00026760116,0.00042003312,0.00027829403,0.00032728433,0.00024481333,0.00036105717,0.00062893867,0.0010529106],"category_scores_gemma":[0.00081496785,0.00023671851,0.00025040726,0.00012584373,0.0005144964,0.0002527565,0.00029265322,0.00031008976,0.00018162701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011239414,0.000107956475,0.009860251,0.00018925947,0.000048678085,0.0022943693,0.0011396356,0.014193948,0.9580665,0.00015652455,0.00034322304,0.012475728],"study_design_scores_gemma":[0.00024162816,0.010543533,0.13582027,0.00004832895,0.0001234329,0.0024391026,0.0009482282,0.24854203,0.59854937,0.00028431602,0.00233807,0.0001217322],"about_ca_topic_score_codex":0.002379426,"about_ca_topic_score_gemma":0.002822829,"teacher_disagreement_score":0.002379426,"about_ca_system_score_codex":0.00033289677,"about_ca_system_score_gemma":0.00016826212,"threshold_uncertainty_score":0.0047311187},"labels":[],"label_agreement":null},{"id":"W2029337684","doi":"10.1049/ip-cta:20045084","title":"Development and experimental evaluation of a fixed-gain nonlinear control for a low-cost pneumatic actuator","year":2006,"lang":"en","type":"article","venue":"IEE Proceedings - Control Theory and Applications","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Overshoot (microwave communication); Plant; Nonlinear system; Pneumatic actuator; Controller (irrigation); Control valves; Control engineering; Quantitative feedback theory; PID controller; Position (finance); Nonlinear control; Valve actuator; Computer science; Control system; Engineering; Robust control; Control (management); Temperature control; Physics","score_opus":0.01015700360824473,"score_gpt":0.2454164357420469,"score_spread":0.23525943213380218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029337684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55539525,0.00063324283,0.43417674,0.00032419697,0.00022420622,0.0012864287,0.00016831375,0.0011209744,0.0066707097],"genre_scores_gemma":[0.8535974,0.00019099524,0.14357147,0.00003990095,0.000021476742,0.0003491694,0.00008231903,0.00003791067,0.0021094272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929106,0.00007498024,0.000038681046,0.000112553724,0.00044207156,0.000040586867],"domain_scores_gemma":[0.9990897,0.00023257101,0.0001236342,0.00013636753,0.00035548006,0.00006216575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010123483,0.0005137613,0.00037154075,0.00020382965,0.00035277076,0.00041094277,0.0010882978,0.00072534336,0.0013863371],"category_scores_gemma":[0.0017326155,0.0001888376,0.00017831975,0.0001441438,0.0005518723,0.00051735184,0.00041647902,0.000558009,0.00028389908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024962504,0.000271203,0.0004640792,0.00067343895,0.000016701984,0.00012055663,0.00018071513,0.0059811454,0.9584401,0.0008829832,0.00021983728,0.03249962],"study_design_scores_gemma":[0.00025565017,0.009071676,0.0056112236,0.00005571851,0.00004792876,0.00037659975,0.00007954954,0.09201449,0.8844519,0.00021354647,0.0077676745,0.000053999134],"about_ca_topic_score_codex":0.0010307442,"about_ca_topic_score_gemma":0.0010788481,"teacher_disagreement_score":0.0013863371,"about_ca_system_score_codex":0.0003682911,"about_ca_system_score_gemma":0.0007146653,"threshold_uncertainty_score":0.0053539276},"labels":[],"label_agreement":null},{"id":"W2029761206","doi":"10.1115/imece2010-38711","title":"Improved Mechanical Design for a Fully Variable Electromechanical Valve Actuation System for Internal Combustion Engines","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Internal combustion engine; Valve actuator; Mechanical system; Automotive engineering; Mechanical engineering; Reliability (semiconductor); Acceleration; Vibration; Combustion; Mechanical design; Valve timing; Engineering; Materials science; Power (physics); Acoustics; Physics","score_opus":0.012970081191161385,"score_gpt":0.22082069384875835,"score_spread":0.20785061265759697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029761206","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15138097,0.00096361456,0.84302765,0.00015005074,0.00020050076,0.00016711169,0.00010704291,0.00087202934,0.0031310131],"genre_scores_gemma":[0.8152979,0.00025020377,0.18178144,0.000048110825,0.000058727273,0.00013311255,0.00013608571,0.00005252204,0.0022419672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968874,0.00005011294,0.000028873408,0.000058112517,0.00014606923,0.000028078204],"domain_scores_gemma":[0.9997329,0.00005779391,0.00005673421,0.000038345002,0.00010056729,0.000013673479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042671646,0.00044833138,0.0004510212,0.00023371183,0.00023898814,0.00040787976,0.00079045363,0.0005061414,0.0012500314],"category_scores_gemma":[0.0005747166,0.00024678893,0.00032385922,0.000108355074,0.00019392707,0.0004369879,0.0002671935,0.00035318817,0.00036021552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019597264,0.00008405431,0.000661821,0.0004750299,0.000051647938,0.00018558528,0.00007274336,0.076476514,0.8228453,0.0038358036,0.0006572664,0.0944583],"study_design_scores_gemma":[0.00019242411,0.0027778675,0.0077936677,0.00007505658,0.000110146786,0.000813814,0.00003644403,0.7341643,0.21730801,0.0015853099,0.03502799,0.00011495518],"about_ca_topic_score_codex":0.0002997352,"about_ca_topic_score_gemma":0.0004163079,"teacher_disagreement_score":0.0012500314,"about_ca_system_score_codex":0.0002066852,"about_ca_system_score_gemma":0.00039283675,"threshold_uncertainty_score":0.0041817427},"labels":[],"label_agreement":null},{"id":"W2031540086","doi":"10.1049/iet-epa.2011.0281","title":"Analytical modelling and parametric sensitivity analysis for the PMSM steady‐state performance prediction","year":2013,"lang":"en","type":"article","venue":"IET Electric Power Applications","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Sensitivity (control systems); Steady state (chemistry); Parametric statistics; Control theory (sociology); Computer science; Engineering; Mathematics; Electronic engineering; Artificial intelligence; Statistics; Control (management); Chemistry","score_opus":0.01201086150537677,"score_gpt":0.21052168283435566,"score_spread":0.19851082132897888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031540086","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07657606,0.0008294958,0.91291165,0.0002434008,0.000048186903,0.00010267184,0.00020932633,0.000741844,0.008337385],"genre_scores_gemma":[0.9818834,0.00033317108,0.016333545,0.000022534778,0.000020874142,0.00013010195,0.00008751133,0.000046655216,0.0011422422],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992575,0.00028623894,0.000028552937,0.00008130042,0.0002873935,0.000058954327],"domain_scores_gemma":[0.9976592,0.0017033527,0.00022041875,0.00018773554,0.00021881713,0.000010455012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013623196,0.0007859332,0.0005835148,0.00083139515,0.00036048933,0.0007290047,0.00065703184,0.00085224945,0.0017389364],"category_scores_gemma":[0.005518897,0.0005128395,0.0008305166,0.0006293056,0.00046438677,0.0007574138,0.00059647573,0.00086502923,0.0003452945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000177746,0.000013535259,0.0002536948,0.0000528161,0.000012298845,0.00004144014,0.00003166765,0.9896554,0.002046533,0.0016937657,0.00014510036,0.006035963],"study_design_scores_gemma":[0.000001075292,0.000014353466,0.00021305917,0.000005339389,0.0000037667064,0.000015811054,0.000005290648,0.99808,0.0007934043,0.0006289551,0.00023356096,0.000005383792],"about_ca_topic_score_codex":0.002662676,"about_ca_topic_score_gemma":0.0011583803,"teacher_disagreement_score":0.002662676,"about_ca_system_score_codex":0.0006397058,"about_ca_system_score_gemma":0.00052308216,"threshold_uncertainty_score":0.007204771},"labels":[],"label_agreement":null},{"id":"W2032761641","doi":"10.1088/0957-0233/19/9/095202","title":"Dynamic calibration of tri-axial piezoelectric force transducers","year":2008,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transducer; Calibration; Acoustics; Piezoelectricity; Force transducer; Impulse (physics); Hammer; Force dynamics; Physics; Optics; Materials science; Classical mechanics; Engineering","score_opus":0.01754468933116581,"score_gpt":0.2024072919819405,"score_spread":0.18486260265077467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032761641","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25665936,0.0020507036,0.72779244,0.00036107015,0.00065020716,0.00041329602,0.0005317659,0.0031915028,0.008349621],"genre_scores_gemma":[0.71578294,0.0016459471,0.27493754,0.00028359098,0.000121332654,0.00045402045,0.000514333,0.00036607767,0.005894293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99402547,0.0005875411,0.0003147053,0.0008995266,0.0039176596,0.00025513116],"domain_scores_gemma":[0.9921129,0.0019970452,0.0010318982,0.0015054735,0.0031923226,0.000160441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027351948,0.0008422385,0.000688781,0.0018437007,0.00057768164,0.0008377698,0.0015858943,0.0012408663,0.003318972],"category_scores_gemma":[0.008653475,0.0005876827,0.00030822871,0.0018761782,0.0007632167,0.0015500659,0.0016221938,0.0011344645,0.0012855828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028425278,0.00014695301,0.004804519,0.00028830013,0.000037102218,0.00015182878,0.0003518489,0.004274699,0.85040003,0.0016811036,0.001446666,0.1361327],"study_design_scores_gemma":[0.000028746006,0.0005076927,0.016716069,0.00006211524,0.00003882349,0.0010491959,0.0001866829,0.045022428,0.92404705,0.00079538074,0.011412089,0.00013385134],"about_ca_topic_score_codex":0.0009454723,"about_ca_topic_score_gemma":0.001253464,"teacher_disagreement_score":0.003318972,"about_ca_system_score_codex":0.00061306386,"about_ca_system_score_gemma":0.0005122684,"threshold_uncertainty_score":0.014465272},"labels":[],"label_agreement":null},{"id":"W2032963876","doi":"10.1088/1755-1315/22/2/022014","title":"Equipment for fully homologous bulb turbine model testing in Laval University","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Renewable energy; Brake; Turbine; Context (archaeology); Automotive engineering; Mechanical engineering; Electrical engineering","score_opus":0.01530254405014297,"score_gpt":0.17835656652474585,"score_spread":0.16305402247460288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032963876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5006396,0.0005065359,0.45954725,0.00031777474,0.00032975062,0.0019616361,0.0048892004,0.014960475,0.016847795],"genre_scores_gemma":[0.79187423,0.0004484892,0.1794924,0.00017611723,0.000078029196,0.002162283,0.0038409806,0.0008836164,0.021043854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990589,0.000055592838,0.000055934473,0.00022897203,0.0005000298,0.00010047534],"domain_scores_gemma":[0.9985355,0.00026101878,0.00008336799,0.00059031777,0.00038447784,0.00014536559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008178061,0.0007638806,0.0007250437,0.0013026765,0.0007729145,0.00046060325,0.0014935959,0.00061626045,0.01434621],"category_scores_gemma":[0.0011534606,0.00047501636,0.00046435112,0.0007023069,0.0004612034,0.0006892489,0.0013360197,0.0007125988,0.0049326695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005465557,0.00037963386,0.010789234,0.00036605934,0.00002451591,0.0005093594,0.0006384639,0.0035000802,0.8680547,0.0017003164,0.005114167,0.108376905],"study_design_scores_gemma":[0.0001983792,0.0043472424,0.051838186,0.00015900725,0.000102762024,0.0019334413,0.00041095482,0.031818487,0.82055485,0.0012073945,0.08727089,0.0001583606],"about_ca_topic_score_codex":0.0011197798,"about_ca_topic_score_gemma":0.002512889,"teacher_disagreement_score":0.01434621,"about_ca_system_score_codex":0.00042460058,"about_ca_system_score_gemma":0.00091303815,"threshold_uncertainty_score":0.047992885},"labels":[],"label_agreement":null},{"id":"W2033066364","doi":"10.1080/13632460509350564","title":"TECHNICAL NOTE A FRAMEWORK FOR MULTI-SITE DISTRIBUTED SIMULATION AND APPLICATION TO COMPLEX STRUCTURAL SYSTEMS","year":2005,"lang":"en","type":"article","venue":"Journal of Earthquake Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Lethbridge","keywords":"Computer science; Simple (philosophy); Stiffness; Distributed computing; Engineering; Structural engineering","score_opus":0.020765821189647884,"score_gpt":0.28545971812608995,"score_spread":0.2646938969364421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033066364","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018173171,0.00007072771,0.9982382,0.00007973895,0.00003493141,0.000033307253,0.00002740151,0.00034579213,0.0009882057],"genre_scores_gemma":[0.028780565,0.00049205165,0.9661797,0.00010874543,0.00011105884,0.0004099523,0.00020604617,0.00040510125,0.0033066857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905056,0.00030118888,0.000069785936,0.00011697806,0.00039793956,0.00006353391],"domain_scores_gemma":[0.999164,0.00030159732,0.00003862158,0.00019700696,0.00021950695,0.00007926833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018682434,0.0009082261,0.00085035374,0.00079216954,0.00082335674,0.001767517,0.0023154798,0.0014975636,0.010598948],"category_scores_gemma":[0.0030009372,0.0007874172,0.0015122708,0.00081364677,0.0011583462,0.0015127036,0.0024048176,0.0028325864,0.0037045574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040689207,0.000083413135,0.00039274644,0.00020973792,0.000049686474,0.00041394145,0.00018429174,0.3100017,0.006880935,0.55313635,0.011544685,0.11706175],"study_design_scores_gemma":[0.000039162365,0.000043558142,0.000111350615,0.00008504684,0.000015928752,0.00025151586,0.000026236063,0.76728874,0.002079138,0.13445456,0.09557596,0.00002884327],"about_ca_topic_score_codex":0.0021880963,"about_ca_topic_score_gemma":0.0017156197,"teacher_disagreement_score":0.010598948,"about_ca_system_score_codex":0.0008288279,"about_ca_system_score_gemma":0.0012029433,"threshold_uncertainty_score":0.035457075},"labels":[],"label_agreement":null},{"id":"W2033682202","doi":"10.1007/s11044-013-9390-7","title":"Parameter identification for multibody systems expressed in differential-algebraic form","year":2013,"lang":"en","type":"article","venue":"Multibody System Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Jacobian matrix and determinant; Differential algebraic equation; Mathematics; Generalized coordinates; Lagrange multiplier; Applied mathematics; Algebraic equation; Differential equation; Control theory (sociology); System identification; Ordinary differential equation; Parameter identification problem; Constraint algorithm; Identification (biology); Estimation theory; Mathematical optimization; Computer science; Nonlinear system; Mathematical analysis; Algorithm; Data modeling; Model parameter","score_opus":0.008843450403407397,"score_gpt":0.21387112815180148,"score_spread":0.2050276777483941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033682202","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042198817,0.00012530484,0.9938273,0.00004898027,0.00001684074,0.000013751123,0.000021669399,0.000117947086,0.0016083226],"genre_scores_gemma":[0.86510015,0.0007422778,0.12675758,0.00009010023,0.000049197606,0.00014046123,0.00017774245,0.00011016152,0.006832197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996101,0.00011272643,0.000030278225,0.00007876527,0.00014249659,0.00002563668],"domain_scores_gemma":[0.99958533,0.00017555885,0.00007542473,0.000069544716,0.000083576066,0.000010594926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047360733,0.0006460093,0.00067220675,0.0005525708,0.00043095765,0.0009704632,0.0006292966,0.0007353135,0.002272829],"category_scores_gemma":[0.0017889565,0.00032837852,0.0006344743,0.0005176278,0.00065918034,0.0016256936,0.0011386784,0.0009732618,0.000828308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009216592,0.00006116,0.00086941104,0.00046440368,0.00007417615,0.00029663768,0.00047661466,0.7166564,0.02575682,0.11141703,0.0013126588,0.14252253],"study_design_scores_gemma":[0.000009089125,0.000037302925,0.00026144847,0.000034501867,0.000013726172,0.00009281152,0.00005951663,0.9525619,0.0039235284,0.03885211,0.0041350415,0.000019023491],"about_ca_topic_score_codex":0.0009039035,"about_ca_topic_score_gemma":0.001066511,"teacher_disagreement_score":0.002272829,"about_ca_system_score_codex":0.00030253496,"about_ca_system_score_gemma":0.00038263956,"threshold_uncertainty_score":0.0076033473},"labels":[],"label_agreement":null},{"id":"W2034012538","doi":"10.1115/1.3223563","title":"Position Tracking Control of a Miniature Water Hydraulic Rotary Actuator","year":2009,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actuator; Rotary actuator; Hydraulic cylinder; Control valves; Pneumatic actuator; Pneumatic cylinder; Control theory (sociology); Engineering; Hydraulic machinery; Hydraulic circuit; Valve actuator; Mechanical engineering; Cylinder; Computer science; Electrical engineering","score_opus":0.0070883489087378085,"score_gpt":0.18704335221883978,"score_spread":0.17995500331010197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034012538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6398112,0.00045962946,0.35352418,0.00020887604,0.00011218972,0.00008526792,0.00004270984,0.0008542277,0.0049017463],"genre_scores_gemma":[0.96433574,0.00009430754,0.032682516,0.000025559732,0.00001369862,0.000034090062,0.000012718981,0.000009153628,0.002792257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998988,0.000012349519,0.0000055102414,0.000026909238,0.000045226763,0.000011288946],"domain_scores_gemma":[0.9998741,0.000039516694,0.00004151017,0.000013158113,0.000020251811,0.0000114411605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019314428,0.00027903105,0.00031306528,0.00014453635,0.00020323813,0.00028099804,0.00036417253,0.00031283495,0.00072657963],"category_scores_gemma":[0.0003068697,0.0001526306,0.00012990962,0.000076530545,0.0002823801,0.00029102468,0.00030606127,0.0001600283,0.00010274174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026027643,0.000070336355,0.00052228064,0.00013883885,0.000016148337,0.0002405486,0.00016951587,0.052948806,0.8717414,0.0013907925,0.00042388006,0.0720772],"study_design_scores_gemma":[0.000118684846,0.0010308682,0.0026160092,0.000011830834,0.000026107578,0.00023815728,0.000037007292,0.72149104,0.2687359,0.0004747973,0.005172859,0.000046770358],"about_ca_topic_score_codex":0.0009164263,"about_ca_topic_score_gemma":0.001283992,"teacher_disagreement_score":0.0009164263,"about_ca_system_score_codex":0.0002021358,"about_ca_system_score_gemma":0.00029366303,"threshold_uncertainty_score":0.0024306774},"labels":[],"label_agreement":null},{"id":"W2035290853","doi":"10.1016/j.engstruct.2011.06.021","title":"Real-time dynamic substructuring testing of viscous seismic protective devices for bridge structures","year":2011,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal","keywords":"Dynamic testing; Nonlinear system; Bridge (graph theory); Structural engineering; Displacement (psychology); Earthquake shaking table; Dissipation; Stiffness; Shock (circulatory); Engineering; Computer science","score_opus":0.014016490508920374,"score_gpt":0.21377875925042994,"score_spread":0.19976226874150957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035290853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764118,0.000088490335,0.022108413,0.000061460705,0.000022741786,0.000019715773,0.000060119877,0.00022411243,0.0010030572],"genre_scores_gemma":[0.998066,0.000017019001,0.0014088501,0.000010500592,0.0000021682881,0.0000047030844,0.000018499497,0.000007317931,0.0004650192],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997689,0.000038342434,0.000009527191,0.000036722027,0.00011472717,0.000031664094],"domain_scores_gemma":[0.99939966,0.00029848452,0.000082585066,0.00007586473,0.00009759589,0.00004583502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022813487,0.000499974,0.00025475904,0.00039217746,0.00018695896,0.0002880138,0.0005662606,0.0006112334,0.0021267678],"category_scores_gemma":[0.00094023324,0.00021492645,0.00012372376,0.00013151923,0.0004789145,0.0005346913,0.0003421667,0.00020449267,0.00023257105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016249168,0.00022984805,0.0048388005,0.00019145587,0.000024497469,0.0005154102,0.00054893136,0.018204222,0.90800333,0.00034059017,0.00048219223,0.064995855],"study_design_scores_gemma":[0.00018727424,0.0046226997,0.047460817,0.000047042522,0.00006724087,0.0011146865,0.0005282386,0.4187154,0.52407116,0.00082276796,0.002283678,0.0000789553],"about_ca_topic_score_codex":0.00056971103,"about_ca_topic_score_gemma":0.0011087577,"teacher_disagreement_score":0.0021267678,"about_ca_system_score_codex":0.00022419308,"about_ca_system_score_gemma":0.00013540246,"threshold_uncertainty_score":0.0071147084},"labels":[],"label_agreement":null},{"id":"W2035547721","doi":"10.1115/msec2014-4123","title":"Modeling and Compensation of Backlash and Harmonic Drive-Induced Errors in Robotic Manipulators","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"National Science Foundation","keywords":"Backlash; Control theory (sociology); Harmonic drive; Compensation (psychology); Estimator; Position (finance); Laser tracker; Kinematics; Residual; Harmonic; Measure (data warehouse); Robot end effector; Computer science; Joint (building); Robot; Artificial intelligence; Mathematics; Engineering; Laser; Physics; Acoustics; Algorithm; Optics; Structural engineering; Statistics; Control (management)","score_opus":0.02406283741509752,"score_gpt":0.2201417721814636,"score_spread":0.1960789347663661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035547721","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14146277,0.00023682692,0.8549815,0.00006605656,0.000022309392,0.00004780521,0.00005422581,0.0007679546,0.0023604864],"genre_scores_gemma":[0.95420665,0.00016334024,0.04311778,0.000012464505,0.000009676532,0.00006076166,0.000057219826,0.000052462216,0.002319725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996611,0.000041051204,0.000020087897,0.000069726906,0.00017463333,0.000033418823],"domain_scores_gemma":[0.9995919,0.00011960204,0.00013901123,0.00006244556,0.00007388529,0.000013129445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042750713,0.00054899417,0.00046765845,0.00031756752,0.00023518357,0.00047560193,0.00076107774,0.00065113505,0.00067623454],"category_scores_gemma":[0.0011293966,0.00035901408,0.00044807466,0.00022160161,0.00040858533,0.0005420832,0.00039011915,0.00043717521,0.00024556115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044476976,0.000045355766,0.0011674658,0.00005304978,0.000016001179,0.00008800271,0.00007604409,0.96104103,0.01829659,0.0010823047,0.00010330345,0.017986372],"study_design_scores_gemma":[0.0000034546576,0.000048357957,0.0008904782,0.0000030697802,0.000004987818,0.000028890234,0.0000060694183,0.99479645,0.0037375477,0.00022839577,0.0002446369,0.0000076652605],"about_ca_topic_score_codex":0.004415453,"about_ca_topic_score_gemma":0.0035650644,"teacher_disagreement_score":0.004415453,"about_ca_system_score_codex":0.00032047572,"about_ca_system_score_gemma":0.00073361374,"threshold_uncertainty_score":0.008779526},"labels":[],"label_agreement":null},{"id":"W2037683304","doi":"10.1115/imece2008-68497","title":"Stochastic Dynamics of a Variable Inertia System via Lyapunov Exponents","year":2008,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Lyapunov exponent; Instability; Inertia; Lyapunov function; Mathematics; Control theory (sociology); Statistical physics; Stochastic process; Harmonic; Stability (learning theory); Lyapunov equation; Physics; Mathematical analysis; Classical mechanics; Nonlinear system; Mechanics; Computer science; Quantum mechanics; Statistics","score_opus":0.008218297786906543,"score_gpt":0.1681920658022697,"score_spread":0.15997376801536314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037683304","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4298863,0.00053110166,0.5608183,0.0002214036,0.00004257424,0.000050448012,0.000047445377,0.0001678012,0.008234545],"genre_scores_gemma":[0.9899548,0.00018792703,0.008611574,0.000007641774,0.000012976477,0.000026736563,0.000015582275,0.000013599621,0.0011691329],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985516,0.000047729645,0.0000068535933,0.000015702639,0.000054840955,0.000019678062],"domain_scores_gemma":[0.9995104,0.00023856891,0.00013285427,0.00002982383,0.000060462153,0.000027986374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036568046,0.00043664352,0.00032334184,0.0005396674,0.00035256395,0.0008545186,0.00026434872,0.00023490479,0.0011717622],"category_scores_gemma":[0.001399701,0.00020436967,0.0003346268,0.00026363693,0.00087718235,0.00069457514,0.00055057986,0.00040209905,0.00011982448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060519244,0.000021258702,0.0021265326,0.00006234923,0.000035215762,0.00025251776,0.0002808536,0.8403148,0.021321526,0.12527192,0.00022742826,0.010025093],"study_design_scores_gemma":[0.000004424338,0.00003122328,0.00034615683,0.0000057137477,0.0000038240446,0.000030096287,0.000017014816,0.98494,0.00084307685,0.01346709,0.00029997242,0.000011309995],"about_ca_topic_score_codex":0.0011702842,"about_ca_topic_score_gemma":0.00072936394,"teacher_disagreement_score":0.0011717622,"about_ca_system_score_codex":0.00043752205,"about_ca_system_score_gemma":0.00031214466,"threshold_uncertainty_score":0.003919959},"labels":[],"label_agreement":null},{"id":"W2037969209","doi":"10.1109/tcst.2014.2363169","title":"Diagnosis of Oscillations Between Controller Tuning and Harmonic External Disturbances","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Control theory (sociology); Controller (irrigation); Harmonic; Computer science; Physics; Control engineering; Acoustics; Control (management); Engineering; Artificial intelligence","score_opus":0.009063372609154324,"score_gpt":0.20510077604601587,"score_spread":0.19603740343686155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037969209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5867556,0.000112342415,0.4109839,0.00009347683,0.000026760983,0.000044949717,0.00005136597,0.00050023885,0.0014314202],"genre_scores_gemma":[0.9940263,0.000016796632,0.0057684197,0.000009882333,0.0000040553764,0.000007067409,0.000022258631,0.000007901382,0.00013733751],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991897,0.00017034839,0.000054246917,0.00018142659,0.00031114643,0.0000932795],"domain_scores_gemma":[0.99328434,0.0047615664,0.0010768941,0.00040995583,0.0003765753,0.00009065396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010620392,0.00029354604,0.0004563705,0.0005591183,0.00015894843,0.0005461565,0.00044168596,0.00062038976,0.00050604495],"category_scores_gemma":[0.008512506,0.00016609991,0.00023461583,0.00020417587,0.0006099644,0.00048838055,0.0006291311,0.00043749035,0.000059389953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026153356,0.0003839441,0.08789111,0.0005910421,0.00027448367,0.0045177373,0.0012297975,0.51330173,0.12377093,0.026846895,0.0009846917,0.23759235],"study_design_scores_gemma":[0.000028175462,0.00016205125,0.008953524,0.000017951528,0.000020187972,0.00032048288,0.00007948918,0.9703582,0.01570093,0.004065691,0.00027292335,0.000020339361],"about_ca_topic_score_codex":0.0007864712,"about_ca_topic_score_gemma":0.00048602576,"teacher_disagreement_score":0.0010620392,"about_ca_system_score_codex":0.0002967222,"about_ca_system_score_gemma":0.00036495345,"threshold_uncertainty_score":0.005616665},"labels":[],"label_agreement":null},{"id":"W2037988540","doi":"10.1115/1.4024171","title":"Automated Identification of a Mechatronic System Model Using Genetic Programming and Bond Graphs","year":2013,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechatronics; Bond graph; Control engineering; System identification; Identification (biology); Nonlinear system; Genetic programming; Computer science; Domain (mathematical analysis); Software; Nonlinear programming; Controller (irrigation); Engineering; Artificial intelligence; Data modeling; Mathematics; Software engineering","score_opus":0.011767765496234463,"score_gpt":0.2017731421082528,"score_spread":0.19000537661201836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037988540","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0077942195,0.000027486049,0.99083275,0.00003379378,0.000004332912,0.00002644742,0.000019761581,0.00020405737,0.001057195],"genre_scores_gemma":[0.40250683,0.00021519909,0.5943859,0.000034621513,0.000008553325,0.00039468976,0.00013695713,0.00008894301,0.0022283825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975044,0.0000773327,0.000010322794,0.000054491255,0.0000892176,0.000018092978],"domain_scores_gemma":[0.99965155,0.00022826405,0.000046068784,0.000032437838,0.000034262557,0.000007264442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048117316,0.0007146462,0.0005175817,0.00051276496,0.0004048082,0.00061974506,0.00086149067,0.00091755565,0.001531291],"category_scores_gemma":[0.0011554478,0.0003919433,0.00073851657,0.00045055797,0.0007806315,0.00066001236,0.00051761157,0.00080254383,0.00030611083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013814581,0.000018017936,0.00023045304,0.000029219373,0.000012008327,0.00004254521,0.000041783434,0.9666579,0.002845532,0.0122939525,0.0001037381,0.017711086],"study_design_scores_gemma":[0.0000041307308,0.000011428853,0.000052238775,0.000004566293,0.0000040202544,0.000014018384,0.000006204067,0.9930126,0.0010367038,0.0054244567,0.00042569617,0.0000039514734],"about_ca_topic_score_codex":0.0048937905,"about_ca_topic_score_gemma":0.0039429734,"teacher_disagreement_score":0.0048937905,"about_ca_system_score_codex":0.00055439165,"about_ca_system_score_gemma":0.0009967639,"threshold_uncertainty_score":0.0097305775},"labels":[],"label_agreement":null},{"id":"W2039106235","doi":"10.1061/(asce)1532-3641(2008)8:1(20)","title":"Dynamic Modeling of Hydraulic Shovel Excavators for Geomaterials","year":2008,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Alberta","keywords":"Excavator; Shovel; Boom; Kinematics; Excavation; Flexibility (engineering); Computer science; Joint (building); Engineering; Marine engineering; Structural engineering; Geotechnical engineering; Mechanical engineering; Mathematics","score_opus":0.020269386015491966,"score_gpt":0.24476916671562116,"score_spread":0.2244997807001292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039106235","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12689194,0.00079929637,0.8159148,0.00044374453,0.000077843164,0.00017867911,0.0006549462,0.00074087916,0.05429786],"genre_scores_gemma":[0.95699185,0.00079056923,0.0175456,0.000051764167,0.00001757712,0.00033345574,0.0003404664,0.00006628331,0.023862379],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998154,0.000038752278,0.000010638588,0.000036424324,0.00006550611,0.00003323793],"domain_scores_gemma":[0.9998586,0.00005131455,0.000030513216,0.000009889823,0.000037190133,0.000012509111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023851464,0.00051945116,0.00060568907,0.0005755962,0.000768847,0.0013962209,0.0010300257,0.0015791894,0.0046058237],"category_scores_gemma":[0.00047840626,0.00050865836,0.00061127095,0.0005145126,0.0006823409,0.0007077671,0.00078436837,0.00044319205,0.00090680807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022009843,0.0000118880025,0.00034935304,0.000029819872,0.0000051164925,0.000096793825,0.00005698622,0.99155796,0.0019659,0.0022332883,0.00020626577,0.0034646147],"study_design_scores_gemma":[0.0000040319064,0.000010249221,0.000120226454,0.0000039688107,0.0000020570824,0.000014655732,0.00001908102,0.998524,0.00024518056,0.0003095459,0.0007431128,0.000003906837],"about_ca_topic_score_codex":0.013289587,"about_ca_topic_score_gemma":0.008768132,"teacher_disagreement_score":0.013289587,"about_ca_system_score_codex":0.000679644,"about_ca_system_score_gemma":0.0011882235,"threshold_uncertainty_score":0.026424468},"labels":[],"label_agreement":null},{"id":"W2040267779","doi":"10.1016/j.conengprac.2007.02.009","title":"Feedback linearization based control of a rotational hydraulic drive","year":2007,"lang":"en","type":"article","venue":"Control Engineering Practice","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Feedback linearization; Displacement (psychology); Nonlinear system; Test bench; Linearization; Differential (mechanical device); Engineering; Control engineering; Rotational speed; Control system; Tracking (education); Control (management); Computer science; Physics; Mechanical engineering","score_opus":0.0053177333499745474,"score_gpt":0.21202192303897702,"score_spread":0.20670418968900248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040267779","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12440442,0.0009246655,0.8318103,0.0007835591,0.00047004825,0.00014962631,0.00012016474,0.0019406114,0.0393966],"genre_scores_gemma":[0.9817846,0.00018763299,0.011642124,0.00007666107,0.000051324583,0.000052112,0.000038817347,0.000023673689,0.006142986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999874,0.000028081105,0.0000066901307,0.000025756288,0.000048563496,0.000016929574],"domain_scores_gemma":[0.9998765,0.00004333399,0.000024967674,0.000009623959,0.000037647787,0.0000079333595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022826475,0.00042166127,0.0003993617,0.00020118403,0.00043977838,0.00067543815,0.0005035717,0.0003911764,0.003602345],"category_scores_gemma":[0.00043308083,0.00019985886,0.00019522445,0.00015663054,0.00050789723,0.0003184683,0.00045590915,0.00040353328,0.00064089574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010360706,0.00024954198,0.00052395335,0.0011339918,0.00009024272,0.00054658845,0.00077020266,0.46768096,0.2500753,0.035232197,0.009964854,0.23269612],"study_design_scores_gemma":[0.00011659613,0.0010701733,0.0010930941,0.00003191622,0.000040569277,0.00015674322,0.000054437525,0.9640559,0.023763858,0.0026520335,0.006924229,0.000040451676],"about_ca_topic_score_codex":0.0034473601,"about_ca_topic_score_gemma":0.004141303,"teacher_disagreement_score":0.003602345,"about_ca_system_score_codex":0.00030042927,"about_ca_system_score_gemma":0.00041133352,"threshold_uncertainty_score":0.0120511055},"labels":[],"label_agreement":null},{"id":"W2040711182","doi":"10.1080/14399776.2010.10780998","title":"A Wavelet-Based Approach for Diagnosis of Internal Leakage in Hydraulic Actuators using On-Line Measurements","year":2010,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Leakage (economics); Engineering; Control theory (sociology); Wavelet; Root mean square; Fault detection and isolation; Computer science; Artificial intelligence","score_opus":0.04307441202229381,"score_gpt":0.2903783214369351,"score_spread":0.24730390941464128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040711182","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07413834,0.0003101525,0.92404133,0.00006386877,0.000032051197,0.00004756756,0.00006258466,0.00033855444,0.00096555846],"genre_scores_gemma":[0.7301523,0.0005417341,0.2678786,0.00006318916,0.000054515545,0.0000674535,0.00011838119,0.000040353414,0.0010835303],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997173,0.000059933132,0.000020222196,0.000043492935,0.000138643,0.00002036794],"domain_scores_gemma":[0.99952567,0.00016102481,0.00010582798,0.00006053393,0.00012818945,0.000018715069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040386248,0.00049809983,0.00033046512,0.0009212142,0.00013266556,0.0004395912,0.00045998156,0.0006278672,0.0004590321],"category_scores_gemma":[0.0013651625,0.00017737757,0.0002770556,0.00048749775,0.00026054416,0.00061600766,0.0003350721,0.0004481727,0.00020727587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044496616,0.0002832823,0.005184134,0.00035873233,0.00006701558,0.00031579737,0.00022032287,0.055552837,0.38618737,0.0022724555,0.0007782856,0.5483348],"study_design_scores_gemma":[0.000018409253,0.00039746752,0.00592591,0.000029732952,0.000040549385,0.00038040796,0.000081441525,0.91246396,0.07806993,0.0009329889,0.0016272725,0.00003180906],"about_ca_topic_score_codex":0.0003715765,"about_ca_topic_score_gemma":0.0004177466,"teacher_disagreement_score":0.0009212142,"about_ca_system_score_codex":0.0001708441,"about_ca_system_score_gemma":0.00020433967,"threshold_uncertainty_score":0.0021358728},"labels":[],"label_agreement":null},{"id":"W2041323999","doi":"10.1504/ijvsmt.2014.059155","title":"Math-based torque converter modelling to evaluate damping characteristics and reverse flow mode operation","year":2014,"lang":"en","type":"article","venue":"International Journal of Vehicle Systems Modelling and Testing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Torque converter; Torque; Engineering; Control theory (sociology); Damping torque; Mode (computer interface); Stall torque; Flow (mathematics); Automatic transmission; Versa; Automotive engineering; Power (physics); Direct torque control; Computer science; Electrical engineering; Mechanics; Voltage; Physics; Induction motor","score_opus":0.03563348334936992,"score_gpt":0.25144789954017593,"score_spread":0.21581441619080602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041323999","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3076475,0.00021157891,0.6488739,0.0002214779,0.00016350673,0.0003381163,0.0009402964,0.003995488,0.037608147],"genre_scores_gemma":[0.96382713,0.00011171571,0.030150922,0.000028316443,0.000009976674,0.00016835413,0.00030345068,0.00015983045,0.0052402467],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998524,0.000028024717,0.0000112896805,0.000016106247,0.00007478313,0.00001742464],"domain_scores_gemma":[0.99951017,0.00023126525,0.000056318815,0.00006328382,0.00012526492,0.000013638607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003212696,0.00064359815,0.000395408,0.00049197266,0.00027211025,0.0007228078,0.00070753845,0.000870299,0.0048420858],"category_scores_gemma":[0.0010459068,0.00018869972,0.00048314303,0.00025352158,0.00036584676,0.0005984158,0.00025336622,0.00068665843,0.0007453309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009367379,0.000087605345,0.0010162859,0.00013091479,0.00001647213,0.00009332542,0.000095204676,0.9700711,0.016745018,0.0033373965,0.00042897934,0.007884076],"study_design_scores_gemma":[0.000007976511,0.00003357798,0.00019303436,0.000004035724,0.0000034045545,0.000013783069,0.000013249121,0.9945509,0.004249349,0.0002647273,0.0006612666,0.0000047835133],"about_ca_topic_score_codex":0.0050816424,"about_ca_topic_score_gemma":0.0020187555,"teacher_disagreement_score":0.0050816424,"about_ca_system_score_codex":0.0003482389,"about_ca_system_score_gemma":0.00040884013,"threshold_uncertainty_score":0.016198337},"labels":[],"label_agreement":null},{"id":"W2042133276","doi":"10.1115/1.1898231","title":"Impact Control in Hydraulic Actuators","year":2004,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Actuator; Uniqueness; Discontinuity (linguistics); Lyapunov function; Lyapunov stability; Equilibrium point; Computer science; Stability (learning theory); Control engineering; Engineering; Mathematics; Nonlinear system; Control (management); Physics; Artificial intelligence","score_opus":0.00782478763489181,"score_gpt":0.20785602278262796,"score_spread":0.20003123514773616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042133276","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19947575,0.0011936283,0.7831349,0.00026270343,0.00012429307,0.000059242724,0.000037878443,0.00044018656,0.015271469],"genre_scores_gemma":[0.9928739,0.00016289085,0.004848541,0.000025158182,0.00001127039,0.000020175627,0.000010366732,0.0000072814937,0.00204038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981076,0.000026326868,0.000007931007,0.000031686926,0.000087862165,0.00003543654],"domain_scores_gemma":[0.9998049,0.00007489313,0.00004083379,0.000015638934,0.000047809655,0.000015940574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019525424,0.00025405973,0.00023090244,0.00027331748,0.00035273863,0.0004468458,0.00047686734,0.00032872308,0.0012019909],"category_scores_gemma":[0.00054860004,0.00014063022,0.00017048464,0.00015813693,0.0005936988,0.0004276027,0.0007549842,0.0002838712,0.00012996835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005657466,0.00012660709,0.0019679347,0.00047213523,0.000042521657,0.0008136169,0.000632572,0.53505856,0.23097202,0.04660403,0.0015059137,0.18123835],"study_design_scores_gemma":[0.000028382363,0.00033513363,0.001744476,0.000020996651,0.000011712985,0.000106144005,0.00009286209,0.96983534,0.015598142,0.008568304,0.0036374803,0.00002093347],"about_ca_topic_score_codex":0.0019415083,"about_ca_topic_score_gemma":0.0013795687,"teacher_disagreement_score":0.0019415083,"about_ca_system_score_codex":0.00034052884,"about_ca_system_score_gemma":0.00025976804,"threshold_uncertainty_score":0.0040210485},"labels":[],"label_agreement":null},{"id":"W2042570287","doi":"10.1115/gt2002-30278","title":"On Reducing Piping Vibration Levels: Attacking the Source","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"Sichuan University of Science and Engineering; American Heart Association","keywords":"Noise (video); Acoustics; Vibration; Harmonics; Centrifugal compressor; Piping; Gas compressor; Noise reduction; Body orifice; Engineering; Diffuser (optics); Helmholtz resonator; Computer science; Mechanical engineering; Electrical engineering; Physics; Resonator","score_opus":0.04034855353179063,"score_gpt":0.21701858342886565,"score_spread":0.17667002989707503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042570287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66448677,0.0010180044,0.3235937,0.0002514822,0.00005191304,0.000046578643,0.000078651734,0.0012800444,0.009192862],"genre_scores_gemma":[0.96914816,0.0003434516,0.027763829,0.000037446385,0.000026302889,0.000012134289,0.00006146301,0.000048888036,0.0025583177],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985373,0.000029707646,0.000005511017,0.000020574449,0.00006848569,0.000022001603],"domain_scores_gemma":[0.99966264,0.0001493085,0.000055904147,0.000029569528,0.00008473513,0.000017887442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014989742,0.0006169642,0.00032504267,0.0002935575,0.0001926251,0.00025481443,0.00039796982,0.0005851268,0.0035659112],"category_scores_gemma":[0.0009103666,0.00011652923,0.000114277784,0.00020949222,0.00022160205,0.00050419895,0.00037658925,0.00021614635,0.0007364903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085216307,0.00023482316,0.0032323324,0.0005365352,0.000039401362,0.00026612042,0.00012420953,0.0941342,0.5239104,0.0013023225,0.0011631214,0.37420437],"study_design_scores_gemma":[0.00010072044,0.002920029,0.015841138,0.000056708872,0.0001714615,0.00063885096,0.00021873407,0.4979956,0.4737545,0.0019038928,0.0063532856,0.000045250126],"about_ca_topic_score_codex":0.000584952,"about_ca_topic_score_gemma":0.0005785779,"teacher_disagreement_score":0.0035659112,"about_ca_system_score_codex":0.00010864943,"about_ca_system_score_gemma":0.0001590638,"threshold_uncertainty_score":0.011929154},"labels":[],"label_agreement":null},{"id":"W2042754664","doi":"10.1115/imece2004-61241","title":"Design of a Nonlinear Position Regulator for Cooperating Hydraulic Manipulators Handling a Rigid Object","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Lyapunov function; Controller (irrigation); Nonlinear system; Control engineering; Object (grammar); Position (finance); Computer science; Lyapunov stability; Hydraulic machinery; Stability (learning theory); Engineering; Control (management); Artificial intelligence","score_opus":0.01905948075442763,"score_gpt":0.22776033391483833,"score_spread":0.2087008531604107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042754664","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017296122,0.00018293214,0.97869956,0.000108010485,0.000064942746,0.00007398779,0.000012429673,0.00025221775,0.0033096834],"genre_scores_gemma":[0.84632576,0.0003040904,0.1474762,0.00010745788,0.00007077305,0.0003529674,0.000045576926,0.000024079365,0.005293146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996908,0.000051382573,0.000014937646,0.00009296492,0.00011750544,0.0000325566],"domain_scores_gemma":[0.9997286,0.00006988054,0.00007082878,0.000027244212,0.00008665801,0.000016832957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006715677,0.00045448937,0.0005368528,0.00021428886,0.00037859153,0.00046111483,0.0011105451,0.0007885803,0.0013071732],"category_scores_gemma":[0.00062304235,0.00024367898,0.00032239163,0.00016809277,0.0006314116,0.00042891482,0.0006701557,0.0005241218,0.0004292492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024482945,0.00022215604,0.0012176102,0.0008154035,0.0000993838,0.00092871586,0.0007407154,0.49076346,0.30473384,0.03921524,0.0021869421,0.15883157],"study_design_scores_gemma":[0.000066564695,0.00046812612,0.00040590283,0.0000194599,0.000028936272,0.00011664599,0.000038536633,0.98253435,0.010737032,0.001336781,0.0042257723,0.000021831707],"about_ca_topic_score_codex":0.0011808589,"about_ca_topic_score_gemma":0.0011005743,"teacher_disagreement_score":0.0013071732,"about_ca_system_score_codex":0.00038640862,"about_ca_system_score_gemma":0.000814144,"threshold_uncertainty_score":0.0043728948},"labels":[],"label_agreement":null},{"id":"W2042934420","doi":"10.5589/q06-015","title":"Flow Field in the Vicinity of a High-Pressure-Drop Ball Valve","year":2006,"lang":"en","type":"article","venue":"Canadian aeronautics and space journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ball valve; Pressure drop; Piping; Back pressure; Mechanics; Gate valve; Butterfly valve; Combustor; Flow (mathematics); Control valves; Globe valve; Engineering; Backflow; Flow coefficient; Materials science; Mechanical engineering; Inlet; Combustion; Physics; Chemistry","score_opus":0.004987928546066088,"score_gpt":0.1757310604802525,"score_spread":0.17074313193418642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042934420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964767,0.00005416338,0.002076257,0.00006261009,0.000017143013,0.00001900322,0.00008081758,0.00008278463,0.001130499],"genre_scores_gemma":[0.9986039,0.000022184326,0.00086830097,0.000014369193,0.0000032492296,0.0000048460633,0.00008974488,0.000004997377,0.0003884062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999843,0.00001638754,0.000007067935,0.00004088316,0.00004608987,0.00004656308],"domain_scores_gemma":[0.9996786,0.000107052925,0.000041882842,0.000020984995,0.000067735484,0.000083821025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002267859,0.00027300755,0.00045736737,0.00043978338,0.0005861581,0.0007707536,0.0003927497,0.00097549683,0.0013886422],"category_scores_gemma":[0.00057169644,0.00018261648,0.00036691208,0.00024943223,0.0008484125,0.00060133944,0.00042057483,0.00073687924,0.00017160852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022556658,0.000905463,0.044720843,0.00019882529,0.000047309943,0.0040143407,0.0009750844,0.12296573,0.80641043,0.0026834048,0.0010368916,0.013786007],"study_design_scores_gemma":[0.00040008442,0.0031614292,0.12096861,0.00007084338,0.00006399867,0.0008984477,0.0014309699,0.5937947,0.27627674,0.0012192033,0.0015409963,0.00017396211],"about_ca_topic_score_codex":0.0029618966,"about_ca_topic_score_gemma":0.0012159437,"teacher_disagreement_score":0.0029618966,"about_ca_system_score_codex":0.0003930649,"about_ca_system_score_gemma":0.000516197,"threshold_uncertainty_score":0.005889356},"labels":[],"label_agreement":null},{"id":"W2043752190","doi":"10.2316/journal.206.2010.3.206-3339","title":"WEIGHT OPTIMIZATION AND STRUCTURESPECIFIED ROBUST H ∞ LOOP-SHAPING CONTROL OF A PNEUMATIC SERVO SYSTEM USING GENETIC ALGORITHM","year":2010,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Computer science; Genetic algorithm; Loop (graph theory); Servomechanism; Servo; Robust optimization; Optimization algorithm; Control engineering; Control (management); Engineering; Mathematical optimization; Mathematics; Artificial intelligence; Machine learning","score_opus":0.011817047146832318,"score_gpt":0.21760017109873758,"score_spread":0.20578312395190526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043752190","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066689864,0.00010863502,0.9293261,0.00009809237,0.00002708315,0.000033074128,0.000010204716,0.00018134012,0.0035255747],"genre_scores_gemma":[0.92869467,0.00007117533,0.068732895,0.000043660737,0.000011457979,0.00007643102,0.000021544958,0.000040227835,0.0023080157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998739,0.000031343345,0.000005032974,0.000022658895,0.00004846647,0.000018612871],"domain_scores_gemma":[0.99979585,0.00008919639,0.000033876124,0.000016553196,0.000055176533,0.000009440896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003942051,0.0005115014,0.00049184443,0.00027448998,0.00025184048,0.00050152,0.0005158849,0.0008344547,0.0008430535],"category_scores_gemma":[0.001084885,0.00028374346,0.00035192326,0.0002530743,0.000546696,0.00032359196,0.0004930024,0.00046747463,0.0001315447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042191303,0.000020743404,0.00013032946,0.000020093736,0.000018377146,0.00002893106,0.000032569875,0.97063476,0.0053231344,0.0038093408,0.00012424779,0.019815277],"study_design_scores_gemma":[0.000006592691,0.000019119276,0.00005073577,0.0000016043908,0.000003165287,0.00000409796,0.0000019952042,0.99865854,0.00045084202,0.0007324106,0.000068833106,0.0000020912194],"about_ca_topic_score_codex":0.003580488,"about_ca_topic_score_gemma":0.002571838,"teacher_disagreement_score":0.003580488,"about_ca_system_score_codex":0.0003958732,"about_ca_system_score_gemma":0.00058796786,"threshold_uncertainty_score":0.007119298},"labels":[],"label_agreement":null},{"id":"W2044278669","doi":"10.1109/tim.2011.2161938","title":"Internal Leakage Detection in Hydraulic Actuators Using Empirical Mode Decomposition and Hilbert Spectrum","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Hilbert–Huang transform; Control theory (sociology); Leakage (economics); Hilbert transform; Spectral leakage; Computer science; Engineering; Algorithm; Artificial intelligence; Fast Fourier transform; Spectral density; White noise; Telecommunications","score_opus":0.05608613384054359,"score_gpt":0.2987102261436674,"score_spread":0.2426240923031238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044278669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15970683,0.00034531794,0.83847964,0.00007265859,0.000013242176,0.000020818068,0.000029714221,0.0003962378,0.0009355552],"genre_scores_gemma":[0.86610293,0.00022631734,0.13305661,0.000022512382,0.00001501577,0.000028422843,0.000042778644,0.000027675813,0.00047781816],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998043,0.00006427651,0.000011081941,0.00002620556,0.00008084284,0.000013302819],"domain_scores_gemma":[0.99951446,0.0003238247,0.000054474964,0.00003521592,0.000060618284,0.000011459524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005639244,0.00030217925,0.00027699646,0.0003432668,0.000106404725,0.00028827452,0.00017588287,0.0002799645,0.00044355742],"category_scores_gemma":[0.0011617596,0.000116308416,0.00018264224,0.00021724345,0.00033483483,0.0005522128,0.00023554037,0.0002101392,0.00010327254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048236764,0.0001467211,0.0061072554,0.00031408147,0.000055727563,0.00029819531,0.00035380936,0.076614834,0.42164856,0.0056528007,0.00057912694,0.48774645],"study_design_scores_gemma":[0.000020686048,0.00030179956,0.008878846,0.000019169656,0.000020695146,0.00040059653,0.00007703867,0.90565103,0.080349155,0.003061863,0.001179841,0.00003923266],"about_ca_topic_score_codex":0.00029617135,"about_ca_topic_score_gemma":0.00027220263,"teacher_disagreement_score":0.0005639244,"about_ca_system_score_codex":0.00013738083,"about_ca_system_score_gemma":0.00019165869,"threshold_uncertainty_score":0.0029823184},"labels":[],"label_agreement":null},{"id":"W2046024596","doi":"10.1088/1755-1315/22/1/012014","title":"Fatigue analyses of the prototype Francis runners based on site measurements and simulations","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Francis turbine; Stator; Strain gauge; Compensation (psychology); Rotor (electric); Power (physics); Transient (computer programming); Stress (linguistics); Vibration; Hydropower; Amplitude; Electrical load; Structural engineering; Engineering; Control theory (sociology); Computer science; Turbine; Acoustics; Mechanical engineering; Physics; Voltage; Electrical engineering","score_opus":0.040543439731779665,"score_gpt":0.24040299996501502,"score_spread":0.19985956023323537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046024596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98325133,0.00008491932,0.015187991,0.000014823241,0.0000073298324,0.000022917056,0.00020846218,0.00018218567,0.0010398532],"genre_scores_gemma":[0.9955967,0.00003922191,0.0036563673,0.000004222926,0.0000014689145,0.000021707194,0.00018468965,0.000013751376,0.00048185748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998585,0.000016314396,0.000012214978,0.00003428828,0.00005313561,0.000025572179],"domain_scores_gemma":[0.9995352,0.00014805581,0.00005517788,0.00006334609,0.00017066246,0.000027625156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037219512,0.00042429552,0.0004911464,0.0006487905,0.00021457224,0.00021876226,0.00062711874,0.0006227885,0.0010263714],"category_scores_gemma":[0.0006845421,0.00016796365,0.0005025266,0.00025753258,0.00025593958,0.00032146106,0.0001528266,0.0002219814,0.00023514523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005503095,0.00023535827,0.020122329,0.00027678107,0.000051214145,0.0005671666,0.0004888676,0.70328397,0.21853845,0.00056155224,0.0009160797,0.054407947],"study_design_scores_gemma":[0.000018754356,0.00091485854,0.029180985,0.000020021163,0.000036204412,0.00018356122,0.00016673448,0.93297607,0.035667133,0.00016622659,0.0006216059,0.000047835783],"about_ca_topic_score_codex":0.0026960776,"about_ca_topic_score_gemma":0.00411152,"teacher_disagreement_score":0.0026960776,"about_ca_system_score_codex":0.00029980778,"about_ca_system_score_gemma":0.00017376021,"threshold_uncertainty_score":0.005360782},"labels":[],"label_agreement":null},{"id":"W2046884592","doi":"10.1115/fpmc2013-4493","title":"Modelling and Experimental Validation of the Effective Bulk Modulus of a Mixture of Hydraulic Oil and Air","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bulk modulus; Modulus; Sensitivity (control systems); Hydraulic fluid; Materials science; Compression (physics); Current (fluid); Mechanics; Thermodynamics; Hydraulic machinery; Composite material; Engineering; Physics","score_opus":0.0060994743706155406,"score_gpt":0.19112500979771618,"score_spread":0.18502553542710065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046884592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90425354,0.0008626615,0.08987044,0.00016620474,0.00007135381,0.00016341325,0.00036127437,0.00030188294,0.003949285],"genre_scores_gemma":[0.9848584,0.00039556134,0.013884728,0.0000101060605,0.000008716315,0.00008242488,0.00017087205,0.000017646238,0.0005715326],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990264,0.00013015649,0.00006729877,0.00017136116,0.00054164685,0.00006311568],"domain_scores_gemma":[0.9986325,0.0007199848,0.00014961253,0.00018310154,0.00028147537,0.000033301345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019622825,0.0005925089,0.0004517587,0.00073548977,0.0003896057,0.0005556873,0.0012294374,0.0008937615,0.0010746021],"category_scores_gemma":[0.003572357,0.00035370237,0.00044332814,0.00054365565,0.00088656694,0.0013316643,0.0006708356,0.0006548601,0.00032698867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060219737,0.0004380626,0.003936357,0.0005966433,0.00002260978,0.00028135497,0.00024654242,0.09706881,0.875011,0.003125549,0.00021685536,0.018453998],"study_design_scores_gemma":[0.000035130877,0.00081663235,0.002975541,0.000029066747,0.000029249273,0.000107457425,0.00007415195,0.3105736,0.68321115,0.0005654773,0.0015409368,0.00004159821],"about_ca_topic_score_codex":0.0008745793,"about_ca_topic_score_gemma":0.00063341757,"teacher_disagreement_score":0.0019622825,"about_ca_system_score_codex":0.0004562387,"about_ca_system_score_gemma":0.00045430835,"threshold_uncertainty_score":0.010377705},"labels":[],"label_agreement":null},{"id":"W2047155675","doi":"10.1243/09596518jsce637","title":"Sliding mode control for an electrohydraulic actuator system with discontinuous non-linear friction","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Control theory (sociology); Actuator; Sliding mode control; Controller (irrigation); Mode (computer interface); Hydrostatic equilibrium; Linear actuator; Linear system; Computer science; Nonlinear system; Control engineering; Engineering; Mathematics; Control (management); Physics; Artificial intelligence","score_opus":0.00881464233578202,"score_gpt":0.1916008416139314,"score_spread":0.18278619927814937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047155675","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13776703,0.00058976334,0.8567626,0.00020814018,0.0001238001,0.000048453403,0.00002079248,0.0003669671,0.0041123675],"genre_scores_gemma":[0.9876369,0.0001397349,0.0102811605,0.000022171984,0.000017278844,0.000030650022,0.0000101551595,0.0000067953924,0.0018551386],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984276,0.00003855152,0.000009146436,0.000031989148,0.0000582276,0.000019218278],"domain_scores_gemma":[0.999777,0.00010772252,0.000037311715,0.000015503929,0.000051512317,0.000011011981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038639075,0.00039239903,0.00038885098,0.00015298976,0.00028907982,0.00057500787,0.00046920768,0.0004586855,0.0008937007],"category_scores_gemma":[0.00074223446,0.0001458406,0.00024192032,0.00012798708,0.00048494292,0.0003126003,0.00039197953,0.0004260663,0.00011122209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045376155,0.00012974328,0.0012655781,0.00038433485,0.00008756502,0.0005817999,0.0004971951,0.7899428,0.09251396,0.017524432,0.0009931221,0.095625654],"study_design_scores_gemma":[0.00002634819,0.0001655629,0.00026655354,0.000004718027,0.000010240732,0.000020722411,0.0000136173985,0.99610364,0.002204806,0.0006264102,0.000553227,0.000004135192],"about_ca_topic_score_codex":0.0031629105,"about_ca_topic_score_gemma":0.0021769777,"teacher_disagreement_score":0.0031629105,"about_ca_system_score_codex":0.00027754868,"about_ca_system_score_gemma":0.00037355447,"threshold_uncertainty_score":0.0062890053},"labels":[],"label_agreement":null},{"id":"W2047815456","doi":"10.4271/2013-01-1722","title":"Valve Lift Profile Development and Optimization Using Matlab","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Engines","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"MATLAB; Lift (data mining); Computer science; Automotive engineering; Aerospace engineering; Marine engineering; Simulation; Engineering; Data mining","score_opus":0.011946672934648945,"score_gpt":0.22422430711884558,"score_spread":0.21227763418419665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047815456","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015810825,0.0000669018,0.95447695,0.00010714352,0.000049571892,0.00016729541,0.0006279423,0.010633163,0.018060058],"genre_scores_gemma":[0.2342227,0.0002346595,0.738325,0.00007939537,0.000023957375,0.0011344423,0.0011210166,0.004977525,0.019881332],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997428,0.000036518722,0.000018597515,0.000037438185,0.00012975614,0.00003480177],"domain_scores_gemma":[0.9993849,0.0002476085,0.000052112704,0.0000570663,0.00023962746,0.000018764404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062827725,0.00085339486,0.0006392322,0.00067510735,0.00046267477,0.0008962657,0.0011120442,0.0006709772,0.017426621],"category_scores_gemma":[0.0015591327,0.0005858637,0.00068484456,0.00037769388,0.00026951666,0.00054032897,0.00062957226,0.0009406651,0.0045358106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011248481,0.00007889659,0.0009803898,0.0005265301,0.000041493116,0.00024680866,0.00027534965,0.85634357,0.025148658,0.013298422,0.008577886,0.09436952],"study_design_scores_gemma":[0.000026442154,0.000036846828,0.00024317493,0.0000334025,0.000008032794,0.000054912187,0.00003379627,0.97278845,0.011694318,0.0014023515,0.013659174,0.000019160634],"about_ca_topic_score_codex":0.0033567748,"about_ca_topic_score_gemma":0.0030676955,"teacher_disagreement_score":0.017426621,"about_ca_system_score_codex":0.0006225559,"about_ca_system_score_gemma":0.001224526,"threshold_uncertainty_score":0.058297813},"labels":[],"label_agreement":null},{"id":"W2049002218","doi":"10.1088/1755-1315/22/0/001001","title":"The 27th IAHR Symposium on Hydraulic Machinery and Systems (IAHR 2014)","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Hydropower; Population; Event (particle physics); Electricity; Geography; Business; Engineering; Sociology","score_opus":0.006600124563513142,"score_gpt":0.17402998264874345,"score_spread":0.1674298580852303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049002218","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037094785,0.075351894,0.03432907,0.051321603,0.22665994,0.0007403789,0.0016652521,0.0029212628,0.60330117],"genre_scores_gemma":[0.01584445,0.029825358,0.009346394,0.0038740146,0.03573828,0.00035394815,0.0013392847,0.0007391994,0.902939],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970094,0.00057950214,0.00015279057,0.00030904336,0.0013955691,0.0005535643],"domain_scores_gemma":[0.9969025,0.00019914226,0.00014096785,0.00022698275,0.0015828212,0.000947503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059557674,0.0012804796,0.0008916903,0.0018770635,0.0015075412,0.0056803618,0.001952966,0.0029632344,0.115992844],"category_scores_gemma":[0.0028744447,0.00045761027,0.0012456006,0.001000604,0.0012270514,0.0029054722,0.0031402523,0.0031288557,0.08790209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052939737,0.00007519777,0.00019948995,0.00029085384,0.000009544656,0.000065884626,0.00011232862,0.0003724273,0.0009259034,0.0065168156,0.8936391,0.097739555],"study_design_scores_gemma":[0.0000017988413,0.000023104618,0.0003256141,0.00013123755,0.0000031735103,0.00003902593,0.000072590745,0.00010350654,0.00016694702,0.0006137609,0.99851245,0.000006710388],"about_ca_topic_score_codex":0.003768259,"about_ca_topic_score_gemma":0.006374301,"teacher_disagreement_score":0.115992844,"about_ca_system_score_codex":0.0027702318,"about_ca_system_score_gemma":0.006156212,"threshold_uncertainty_score":0.3880347},"labels":[],"label_agreement":null},{"id":"W2049325395","doi":"10.1115/pvp2003-2075","title":"Thermalhydraulic Analysis of Steam Generators: Application of the Thirst Code to Vibration Analyses","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Vibration; Flow (mathematics); Mechanics; Two-phase flow; Vortex-induced vibration; Flow velocity; Fluid dynamics; Generator (circuit theory); Materials science; Acoustics; Physics; Thermodynamics; Power (physics)","score_opus":0.02193356265842834,"score_gpt":0.2681817674464837,"score_spread":0.24624820478805537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049325395","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19576506,0.00017567245,0.79303086,0.00012184953,0.000030265272,0.00006666026,0.0001167551,0.0019444751,0.008748336],"genre_scores_gemma":[0.8944745,0.000116914605,0.10207807,0.000023952158,0.00001719044,0.000064473155,0.00010766375,0.000306686,0.0028105194],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988806,0.000023739272,0.000005013405,0.0000095761325,0.00006390372,0.00000973111],"domain_scores_gemma":[0.99971,0.00014393077,0.000030056204,0.000029183693,0.000073195944,0.0000136839935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024170129,0.00028797428,0.00021982213,0.0003669602,0.00022675694,0.0003123432,0.000473021,0.00027080608,0.001940834],"category_scores_gemma":[0.0010876397,0.00018580329,0.000273331,0.00018921772,0.00040606278,0.0003973239,0.00048469633,0.0004318885,0.00018779778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103716724,0.000034040357,0.0018187063,0.00013633787,0.000017044746,0.0001858761,0.00015042545,0.8771948,0.03399659,0.01827354,0.00093592895,0.06715293],"study_design_scores_gemma":[0.000005498797,0.000014928589,0.00017895618,0.0000033193041,9.097331e-7,0.000023711675,0.00000559994,0.9958903,0.0024029454,0.0010411692,0.00042987734,0.0000028238135],"about_ca_topic_score_codex":0.0020046236,"about_ca_topic_score_gemma":0.0011692023,"teacher_disagreement_score":0.0020046236,"about_ca_system_score_codex":0.0002908699,"about_ca_system_score_gemma":0.0004920306,"threshold_uncertainty_score":0.0064927936},"labels":[],"label_agreement":null},{"id":"W2051237857","doi":"10.1080/00207170500034071","title":"Non-linear position control of cooperative hydraulic manipulators handling unknown payloads","year":2005,"lang":"en","type":"article","venue":"International Journal of Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lyapunov function; Control theory (sociology); Payload (computing); Controller (irrigation); Control engineering; Position (finance); Kinematics; Engineering; Lyapunov stability; Stability (learning theory); Task (project management); Computer science; Control (management); Nonlinear system; Artificial intelligence","score_opus":0.006922856766116256,"score_gpt":0.236038414916649,"score_spread":0.22911555815053275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051237857","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15997763,0.0001445309,0.83547395,0.00012542246,0.000059786336,0.000058858877,0.000011993745,0.00038905104,0.0037587662],"genre_scores_gemma":[0.9873574,0.00003974519,0.010417726,0.000017170889,0.000011279645,0.000049687413,0.000008731651,0.0000063961556,0.0020918772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999622,0.00008020414,0.000020419673,0.0000782999,0.00014285723,0.00005625195],"domain_scores_gemma":[0.9992453,0.00022763794,0.00022394443,0.000069938666,0.00017854475,0.000054633827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007778217,0.00053443783,0.0004132389,0.00029339382,0.00044770385,0.00056252035,0.00080835813,0.00045944212,0.0011229604],"category_scores_gemma":[0.0011157799,0.00030356698,0.00024756664,0.0001673686,0.00077066803,0.0005277507,0.0010299261,0.0003544009,0.00024830893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042955414,0.00015514971,0.0010416026,0.0002724739,0.000063856474,0.0008015574,0.00085474143,0.7590714,0.12255923,0.011378021,0.00076042296,0.102612],"study_design_scores_gemma":[0.000059729668,0.0004073015,0.00049666496,0.0000082409915,0.000011528932,0.00004587435,0.000044478085,0.98931587,0.0069328044,0.0014697477,0.0011969516,0.00001077817],"about_ca_topic_score_codex":0.001948749,"about_ca_topic_score_gemma":0.0020648628,"teacher_disagreement_score":0.001948749,"about_ca_system_score_codex":0.00030278342,"about_ca_system_score_gemma":0.0004940637,"threshold_uncertainty_score":0.004113555},"labels":[],"label_agreement":null},{"id":"W2051988501","doi":"10.1115/fpmc2014-7804","title":"Hydraulic Actuator Internal Leakage Detection Using Cross-Correlation Time Series Analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Hydraulic cylinder; Leakage (economics); Piston (optics); Hydraulic machinery; Cylinder; Flow (mathematics); Control theory (sociology); Mechanical engineering; Engineering; Computer science; Mechanics; Electrical engineering; Physics","score_opus":0.006311053215050112,"score_gpt":0.21840862200327976,"score_spread":0.21209756878822966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051988501","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3048569,0.0004921372,0.689735,0.0001075889,0.00007770273,0.000114024944,0.00031556582,0.0016757738,0.0026252863],"genre_scores_gemma":[0.8692387,0.00029866357,0.12902805,0.000046799596,0.000053193184,0.000079763064,0.00026148988,0.00007295345,0.00092039094],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994566,0.00010085428,0.00003676633,0.00012780023,0.0002342925,0.000043661807],"domain_scores_gemma":[0.99859375,0.0006260569,0.00027763346,0.000097816264,0.00036738935,0.000037390306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007622017,0.0005418515,0.00041382114,0.002198099,0.00019488632,0.000554661,0.0003347908,0.00052792934,0.0007887689],"category_scores_gemma":[0.0020160703,0.00018697251,0.0002582998,0.001786636,0.0002734741,0.00058723503,0.00027314996,0.00039210866,0.00031080926],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047765637,0.0005143073,0.027455434,0.0004307932,0.0002144205,0.00061397575,0.0003730687,0.03621034,0.40290675,0.0026454295,0.0023362157,0.5258216],"study_design_scores_gemma":[0.000017680532,0.00036413365,0.06082907,0.000030952448,0.00007997192,0.0007261579,0.00010506719,0.80203825,0.13233185,0.0008603686,0.002516894,0.00009967104],"about_ca_topic_score_codex":0.0017076147,"about_ca_topic_score_gemma":0.0015609531,"teacher_disagreement_score":0.002198099,"about_ca_system_score_codex":0.00028006756,"about_ca_system_score_gemma":0.00042381886,"threshold_uncertainty_score":0.004030943},"labels":[],"label_agreement":null},{"id":"W2052678842","doi":"10.1109/tcst.2011.2158101","title":"Feedback Linearization-Based Position Control of an Electrohydraulic Servo System With Supply Pressure Uncertainty","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Feedback linearization; Linearization; Control engineering; Robustness (evolution); Nonlinear system; PID controller; Servomechanism; Robust control; Control system; Adaptive control; Computer science; Lyapunov function; Engineering; Temperature control; Control (management)","score_opus":0.005395386149693376,"score_gpt":0.17586461622010038,"score_spread":0.170469230070407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052678842","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1718399,0.0006490843,0.8153728,0.0005019527,0.00020888376,0.00012919323,0.000077203236,0.0013914041,0.009829595],"genre_scores_gemma":[0.9925208,0.00010798232,0.0056834104,0.00003140092,0.000020427278,0.00003892479,0.000017386294,0.000007749934,0.0015718574],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997688,0.000036247777,0.000018978344,0.000059908336,0.00008801304,0.000028139644],"domain_scores_gemma":[0.999699,0.00009699185,0.00009381472,0.000014190079,0.00008364211,0.000012411179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039244242,0.00061735685,0.00037842212,0.00018785168,0.00041304808,0.0006001413,0.0006466379,0.00044842117,0.0010018807],"category_scores_gemma":[0.000660118,0.0002599878,0.00023871302,0.00016275923,0.0006115521,0.00039216963,0.000659421,0.0003879091,0.00023493235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048789816,0.00012311927,0.0009479138,0.00061440107,0.00008306383,0.000760647,0.00071502425,0.799494,0.10744594,0.0069582965,0.001887214,0.080482475],"study_design_scores_gemma":[0.00005745053,0.00040712018,0.0006025988,0.000017706972,0.000028671553,0.00007210928,0.000030719748,0.98496336,0.011907597,0.00063455175,0.0012587663,0.000019255778],"about_ca_topic_score_codex":0.0056550526,"about_ca_topic_score_gemma":0.00471496,"teacher_disagreement_score":0.0056550526,"about_ca_system_score_codex":0.00038384576,"about_ca_system_score_gemma":0.0005644283,"threshold_uncertainty_score":0.011244297},"labels":[],"label_agreement":null},{"id":"W2053627786","doi":"10.2316/journal.206.2014.2.206-3872","title":"UNILATERAL CONTROL OF TELEOPERATED HYDRAULIC MANIPULATORS FOR LIVE-LINE MAINTENANCE: COMPARATIVE STUDY","year":2014,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Manitoba Hydro; University of Manitoba; University of Calgary","funders":"","keywords":"Teleoperation; Computer science; Line (geometry); Control (management); Control theory (sociology); Control engineering; Geology; Engineering; Artificial intelligence; Mathematics","score_opus":0.01757897426050831,"score_gpt":0.2647853125469838,"score_spread":0.24720633828647548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053627786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059559,0.0009300532,0.08197733,0.00004917429,0.00004042568,0.000053862033,0.000040049545,0.00022785545,0.0107252635],"genre_scores_gemma":[0.99764144,0.00008735505,0.0013400657,0.000004170406,0.0000043469545,0.000011563589,0.000012940926,0.000004829062,0.0008933264],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967706,0.00007433985,0.000017811202,0.00003588613,0.00012523377,0.000069684604],"domain_scores_gemma":[0.9982362,0.00080660376,0.00026973302,0.00017997557,0.00041998815,0.00008748318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007455489,0.00039104314,0.00035054903,0.0005080606,0.00043880602,0.0006689296,0.0007271265,0.0005451259,0.004984856],"category_scores_gemma":[0.0018891179,0.00012821305,0.0003151132,0.00026579152,0.00044784215,0.00070876814,0.00037746117,0.0001935901,0.00035589788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007108787,0.0010637753,0.0070209564,0.0020549947,0.00017902227,0.00086022523,0.0012812429,0.20171869,0.33148766,0.015958905,0.0010627887,0.43020293],"study_design_scores_gemma":[0.0004507217,0.014122016,0.070883945,0.0001180919,0.00038918387,0.0011228818,0.0015220274,0.79915357,0.09873538,0.007616567,0.0057265577,0.0001590706],"about_ca_topic_score_codex":0.0014972764,"about_ca_topic_score_gemma":0.0013712595,"teacher_disagreement_score":0.004984856,"about_ca_system_score_codex":0.00025654302,"about_ca_system_score_gemma":0.00032244698,"threshold_uncertainty_score":0.016676009},"labels":[],"label_agreement":null},{"id":"W2054765618","doi":"10.1080/14399776.2003.10781153","title":"Modelling of Orifice Flow Rate at Very Small Openings","year":2003,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Zhejiang University of Technology","keywords":"Flow coefficient; Body orifice; Orifice plate; Discharge coefficient; Mechanics; Flow (mathematics); Pressure drop; Volumetric flow rate; Mathematics; Engineering; Physics; Mechanical engineering","score_opus":0.021343524117924312,"score_gpt":0.21675527299295425,"score_spread":0.19541174887502993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054765618","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17698033,0.0006735109,0.805121,0.0002631534,0.000117018666,0.00013325363,0.00042808914,0.0016174015,0.014666256],"genre_scores_gemma":[0.9715831,0.0003756018,0.021706963,0.000021976597,0.00002124332,0.000102302234,0.0001387702,0.00010985313,0.005940227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997588,0.000035274075,0.000013848057,0.000056974844,0.00009043288,0.000044636137],"domain_scores_gemma":[0.999446,0.00030667768,0.000062274994,0.00007100513,0.000085662265,0.000028371041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037776196,0.00055478176,0.00073236827,0.0004812133,0.00032411897,0.0012352237,0.0014695066,0.0015442056,0.0021961492],"category_scores_gemma":[0.0019791431,0.00040239602,0.0006728874,0.00031929612,0.00062543224,0.001275868,0.0005069519,0.00085005036,0.0005142745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040105257,0.000030115407,0.00053772534,0.00006390468,0.0000061455385,0.000114073526,0.000067610184,0.9744116,0.013114997,0.005163465,0.00022960719,0.0062205903],"study_design_scores_gemma":[0.00000487682,0.000014702906,0.00018866837,0.000003985472,0.000002447588,0.000029448736,0.0000044437334,0.99554574,0.0026019802,0.0009154775,0.00068091217,0.0000072656776],"about_ca_topic_score_codex":0.0036401593,"about_ca_topic_score_gemma":0.0015673343,"teacher_disagreement_score":0.0036401593,"about_ca_system_score_codex":0.0005909951,"about_ca_system_score_gemma":0.000846487,"threshold_uncertainty_score":0.0073468685},"labels":[],"label_agreement":null},{"id":"W2055766896","doi":"10.1177/095440620121500903","title":"Two-dimensional pressure control valve","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Linearity; Groove (engineering); Static pressure; Leakage (economics); Control theory (sociology); Mechanics; Ball valve; Control valves; Materials science; Structural engineering; Engineering; Mechanical engineering; Computer science; Physics","score_opus":0.00964417734419916,"score_gpt":0.2155613258706999,"score_spread":0.20591714852650073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055766896","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13863465,0.0017068972,0.8102483,0.0006287072,0.00097461586,0.00041003173,0.000867973,0.010110037,0.036418814],"genre_scores_gemma":[0.8642187,0.0006622722,0.10374442,0.00024937998,0.0001398188,0.00027109313,0.00059370365,0.00010564097,0.03001502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993179,0.000051134375,0.000039363513,0.00012251383,0.00042026368,0.000048823902],"domain_scores_gemma":[0.99953973,0.00013796697,0.000042194766,0.00009634302,0.00014389005,0.00003986802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032250662,0.0002720332,0.00039807323,0.0002949155,0.0003346054,0.0009877397,0.0010483639,0.00076360075,0.004687087],"category_scores_gemma":[0.0011780816,0.00024486467,0.00023578595,0.00023887421,0.00036818665,0.0007502922,0.0006540739,0.00046736654,0.0012124128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068402576,0.0004620775,0.0028079993,0.00078680745,0.00003488488,0.0006125976,0.00032113085,0.03369145,0.5706999,0.029447773,0.014277165,0.34617418],"study_design_scores_gemma":[0.00028150983,0.0014869703,0.0062471386,0.000059237827,0.00002693223,0.0019326054,0.000065056425,0.5009522,0.33881453,0.0039812354,0.14593482,0.00021778999],"about_ca_topic_score_codex":0.00052253576,"about_ca_topic_score_gemma":0.00022694294,"teacher_disagreement_score":0.004687087,"about_ca_system_score_codex":0.00026291702,"about_ca_system_score_gemma":0.00048358136,"threshold_uncertainty_score":0.015679896},"labels":[],"label_agreement":null},{"id":"W2056154632","doi":"10.1115/1.4023061","title":"Development of a Hybrid Dynamic Model and Experimental Identification of Robotic Bulldozing","year":2012,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Position (finance); Sensitivity (control systems); Control engineering; System identification; Degrees of freedom (physics and chemistry); Identification (biology); Computer science; Robot; Control theory (sociology); Engineering; Set (abstract data type); Simulation; Control (management); Artificial intelligence; Measure (data warehouse)","score_opus":0.017512377485150794,"score_gpt":0.2193052777257885,"score_spread":0.2017929002406377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056154632","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19617751,0.000118610675,0.79590154,0.00012626077,0.000031859636,0.00020642772,0.0002759829,0.0011205715,0.0060412544],"genre_scores_gemma":[0.9653709,0.000084465326,0.032455493,0.000016255279,0.000003246594,0.00023519136,0.00016430876,0.000025849262,0.001644304],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998331,0.000027986545,0.000011871876,0.000041386647,0.000068788846,0.000016841766],"domain_scores_gemma":[0.99978083,0.000088583,0.00003111908,0.000045700275,0.0000453002,0.000008521109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041945695,0.00042448868,0.0005684591,0.00019031821,0.0002892571,0.00054490333,0.0008645901,0.0007731425,0.00130436],"category_scores_gemma":[0.00061097974,0.00034545257,0.00044317456,0.00013625443,0.000417543,0.0006965157,0.0006062398,0.0005916474,0.00024264198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096937285,0.00008955833,0.0010617804,0.00015939013,0.000027744352,0.000102889484,0.00014326183,0.91440463,0.06609135,0.0040037176,0.00023219343,0.013586486],"study_design_scores_gemma":[0.000014280147,0.000082493956,0.00045846196,0.000004493371,0.000005429797,0.000011761213,0.000017068784,0.98869926,0.009771311,0.00037162274,0.00055541896,0.000008399238],"about_ca_topic_score_codex":0.005173014,"about_ca_topic_score_gemma":0.0035341494,"teacher_disagreement_score":0.005173014,"about_ca_system_score_codex":0.0003777881,"about_ca_system_score_gemma":0.000663116,"threshold_uncertainty_score":0.010285854},"labels":[],"label_agreement":null},{"id":"W2056557289","doi":"10.1115/1.1433480","title":"An Investigation Into the Characteristics of a Two Dimensional “2D” Flow Control Valve","year":2001,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Zhejiang University; University of Saskatchewan","keywords":"Control theory (sociology); Mechanics; Hydrostatic equilibrium; Volumetric flow rate; Flow control valve; Bernoulli's principle; Stiffness; Electrohydraulic servo valve; Ball valve; Leakage (economics); Control valves; Flow (mathematics); Engineering; Mechanical engineering; Structural engineering; Computer science; Physics","score_opus":0.010594915787381785,"score_gpt":0.20901849537409842,"score_spread":0.19842357958671664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056557289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73452526,0.001449875,0.25481877,0.00028126268,0.00009606957,0.00011318316,0.0001458325,0.00053934084,0.008030528],"genre_scores_gemma":[0.9896191,0.0001905155,0.009265418,0.000023856594,0.000012464801,0.000020752086,0.00003911054,0.000013531381,0.0008151857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970055,0.00005170948,0.000014934728,0.000056382698,0.00014410217,0.000032375385],"domain_scores_gemma":[0.99871576,0.0008168204,0.00013525423,0.00008024232,0.00021053875,0.00004145635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041681423,0.00019482819,0.0002700715,0.0004395185,0.000289988,0.0006049544,0.00031876354,0.00059574965,0.0009069208],"category_scores_gemma":[0.0015495074,0.0002401045,0.00020415174,0.0002665043,0.0004966233,0.0005872177,0.00019947447,0.0003136999,0.0001383811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064165366,0.00021352638,0.01006723,0.0004597489,0.000021188884,0.00089439953,0.0008577785,0.08848592,0.7728976,0.008243201,0.00074883614,0.11646888],"study_design_scores_gemma":[0.000048022088,0.0015059743,0.01672383,0.00003205334,0.000020188489,0.0019152506,0.00018090363,0.7966616,0.17349051,0.0017096223,0.007571771,0.00014034372],"about_ca_topic_score_codex":0.000602479,"about_ca_topic_score_gemma":0.00031209853,"teacher_disagreement_score":0.0009069208,"about_ca_system_score_codex":0.0002482746,"about_ca_system_score_gemma":0.00030470276,"threshold_uncertainty_score":0.003033936},"labels":[],"label_agreement":null},{"id":"W2057916931","doi":"10.1115/imece2007-41650","title":"Investigation of a High Precision Hydrostatic Actuation System: How Nonlinearities Affect Its Performance","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"Canadian Water Network","keywords":"Nonlinear system; Control theory (sociology); Actuator; Hydrostatic equilibrium; Bond graph; Observable; Computer science; Amplitude; Mathematics; Applied mathematics; Physics; Artificial intelligence; Control (management)","score_opus":0.016817905872696704,"score_gpt":0.20728669220871204,"score_spread":0.19046878633601533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057916931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743077,0.00022758567,0.023834994,0.00018434052,0.00001580163,0.000042632593,0.000058741258,0.00016575726,0.0011624099],"genre_scores_gemma":[0.9935954,0.00009391099,0.005637059,0.000010167692,0.0000028251416,0.000013457805,0.00002759388,0.000007732768,0.0006117531],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998386,0.000021776323,0.000011412094,0.000026130096,0.000084622276,0.000017370161],"domain_scores_gemma":[0.99944407,0.00029845623,0.000056288085,0.00006126012,0.0001142492,0.00002570532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038686843,0.0002189173,0.00033182578,0.00008910505,0.0003424155,0.0003364445,0.0002772551,0.00033840857,0.00086116564],"category_scores_gemma":[0.0010006755,0.0001438652,0.00013036902,0.00009585877,0.0003791109,0.0005108796,0.00021442314,0.00036309546,0.0002080207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017203612,0.00007862436,0.0014818043,0.00024243798,0.000015450092,0.000109373665,0.00019349516,0.020014267,0.9595118,0.0004720126,0.00012159082,0.01758719],"study_design_scores_gemma":[0.000026539592,0.0017651115,0.008912719,0.000012629777,0.000025396326,0.00021420298,0.0000928991,0.22074322,0.76514447,0.00023395134,0.0027879195,0.000040910018],"about_ca_topic_score_codex":0.0012149886,"about_ca_topic_score_gemma":0.0013963404,"teacher_disagreement_score":0.0012149886,"about_ca_system_score_codex":0.0003127321,"about_ca_system_score_gemma":0.0002892069,"threshold_uncertainty_score":0.0028808713},"labels":[],"label_agreement":null},{"id":"W2058382850","doi":"10.1080/00207170412331305579","title":"Dynamic analysis of variable structure force control of hydraulic actuators via the reaching law approach","year":2004,"lang":"en","type":"article","venue":"International Journal of Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Variable structure control; Control theory (sociology); Sliding mode control; Law; Actuator; Servomechanism; Controller (irrigation); Control engineering; Variable (mathematics); Engineering; Control (management); Computer science; Nonlinear system; Mathematics; Physics","score_opus":0.0034438742734622906,"score_gpt":0.2068014940398282,"score_spread":0.2033576197663659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058382850","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14200471,0.00026477006,0.84558976,0.00010319664,0.000023905988,0.00012106645,0.000028562457,0.00046230914,0.01140173],"genre_scores_gemma":[0.9825753,0.00009974327,0.015554464,0.000015468155,0.000004367698,0.00006322576,0.000019200303,0.00001629883,0.0016519353],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996973,0.000051133116,0.000009195692,0.00003405706,0.00017728936,0.000030991596],"domain_scores_gemma":[0.9997063,0.00015535788,0.000049046772,0.000023280565,0.00005715471,0.000008716894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036382186,0.00034298367,0.0002456738,0.0002686823,0.00019899274,0.00036887435,0.0003570251,0.00036446826,0.0021804713],"category_scores_gemma":[0.0010419025,0.0001594173,0.00029538345,0.00011713158,0.0005527963,0.0005006586,0.0003140021,0.00030408695,0.00016461812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022432141,0.00008174075,0.0005677456,0.00035281523,0.000037824106,0.00034453647,0.0005241973,0.51939857,0.34884414,0.049795397,0.00036808307,0.079460606],"study_design_scores_gemma":[0.000024607702,0.00030488704,0.0012056986,0.000016488939,0.000008134951,0.000083790466,0.00003260286,0.9621039,0.027296461,0.0070835957,0.0018225076,0.000017383598],"about_ca_topic_score_codex":0.0014879182,"about_ca_topic_score_gemma":0.0005059232,"teacher_disagreement_score":0.0021804713,"about_ca_system_score_codex":0.00030758994,"about_ca_system_score_gemma":0.00034757305,"threshold_uncertainty_score":0.007294357},"labels":[],"label_agreement":null},{"id":"W2058601018","doi":"10.1115/detc2008-49986","title":"Optimization of a Hydraulic Mixing Nozzle","year":2008,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Nozzle; Computational fluid dynamics; Mixing (physics); Jet (fluid); Mechanical engineering; Mechanics; Design tool; Optimal design; Computer science; Engineering; Physics","score_opus":0.014481813295905133,"score_gpt":0.19556057594971113,"score_spread":0.18107876265380599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058601018","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094648756,0.0009282343,0.88640225,0.00020818127,0.00008598557,0.00030033302,0.00013699762,0.0005804954,0.016708735],"genre_scores_gemma":[0.5641054,0.0007498035,0.42860147,0.00007262082,0.000028733968,0.0002907843,0.00016005868,0.00012408997,0.0058670286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994665,0.000099124205,0.00004693647,0.00009377671,0.0002432332,0.00005049509],"domain_scores_gemma":[0.99953425,0.00018622287,0.000096031246,0.000036771853,0.000121127625,0.00002552067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013324249,0.0005448044,0.0006303765,0.00054613774,0.00043425924,0.0012967933,0.0006441462,0.00084364414,0.002147077],"category_scores_gemma":[0.0018734016,0.0004816596,0.0005691409,0.00039885438,0.00040366236,0.0007620916,0.00056908175,0.00037844357,0.0004652501],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026314572,0.000108591565,0.0024186354,0.00071224617,0.000040276445,0.0002580308,0.000118693766,0.7782006,0.11566462,0.015593259,0.0009256512,0.08569624],"study_design_scores_gemma":[0.00011194703,0.00062672957,0.0015542759,0.000059260114,0.000057572768,0.0002794839,0.000065437765,0.9405084,0.04018982,0.0039470834,0.012544955,0.000054965665],"about_ca_topic_score_codex":0.00066033576,"about_ca_topic_score_gemma":0.00078996766,"teacher_disagreement_score":0.002147077,"about_ca_system_score_codex":0.00093554985,"about_ca_system_score_gemma":0.0010469202,"threshold_uncertainty_score":0.0071827173},"labels":[],"label_agreement":null},{"id":"W2060878917","doi":"10.1115/imece2002-39325","title":"Experimental Investigation on Swash Plate Axial Piston Pumps With Conical Cylinder Blocks Using Fuzzy Logic Control","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Axial piston pump; Fuzzy logic; Control theory (sociology); Swash; Piston (optics); Controller (irrigation); Cylinder; Hydraulic cylinder; Engineering; Fuzzy control system; Conical surface; Variable displacement pump; Mechanical engineering; Computer science; Control engineering; Simulation; Physics; Optics; Control (management)","score_opus":0.04444507449852731,"score_gpt":0.22794686607183814,"score_spread":0.18350179157331084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060878917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987379,0.00013506465,0.011288664,0.000043615186,0.000025159185,0.00012761532,0.00011933756,0.00010944975,0.0007721917],"genre_scores_gemma":[0.9917114,0.000116674964,0.0073346575,0.000010219232,0.000006302398,0.00007882203,0.00005485301,0.000005952781,0.0006811584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999253,0.00011774232,0.00006622949,0.000111150715,0.00035851312,0.00009329885],"domain_scores_gemma":[0.99920124,0.00028200683,0.00010326883,0.00008904546,0.0002799529,0.000044507382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008144481,0.00046707888,0.0006360715,0.000425607,0.0006103233,0.00051154674,0.00075549417,0.0006901537,0.0016848135],"category_scores_gemma":[0.00095579517,0.00023888244,0.00034372834,0.00043841611,0.0005652485,0.00048238624,0.0004089676,0.00038693036,0.00023614684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015462814,0.00079227914,0.0016188086,0.00070510124,0.00003366334,0.00028359334,0.00044397145,0.010201376,0.9634372,0.0005057884,0.0002414007,0.020190636],"study_design_scores_gemma":[0.00013220703,0.0065410915,0.0071871122,0.000023762397,0.00004990005,0.00012315896,0.00022496596,0.039704718,0.94429266,0.000120073746,0.001549183,0.000051217154],"about_ca_topic_score_codex":0.0012551085,"about_ca_topic_score_gemma":0.0007614698,"teacher_disagreement_score":0.0016848135,"about_ca_system_score_codex":0.00029605388,"about_ca_system_score_gemma":0.0004424268,"threshold_uncertainty_score":0.005636275},"labels":[],"label_agreement":null},{"id":"W2061482624","doi":"10.1080/14399776.2008.10781301","title":"Leakage Fault Detection in Hydraulic Actuators Subject to Unknown External Loading","year":2008,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leakage (economics); Actuator; Hydraulic cylinder; Residual; Engineering; Fault detection and isolation; Control theory (sociology); Leak; Computer science; Mechanical engineering; Electrical engineering; Artificial intelligence","score_opus":0.010437882335305213,"score_gpt":0.2360877627873925,"score_spread":0.22564988045208728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061482624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91770434,0.00016904421,0.08113394,0.0000578194,0.000029606439,0.00003701472,0.0000499306,0.0004138202,0.00040446545],"genre_scores_gemma":[0.9909374,0.000057927115,0.008710627,0.000014364245,0.0000036382214,0.000012145031,0.000028316546,0.00000985905,0.00022576255],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945956,0.00008680986,0.000038046353,0.000083434876,0.00028208538,0.00005000231],"domain_scores_gemma":[0.9984674,0.0007878939,0.00031900773,0.00012102972,0.00024881,0.000055928012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052754453,0.00024420116,0.00052086817,0.00029045175,0.00021060456,0.00034434054,0.00052208,0.0005586567,0.00048048774],"category_scores_gemma":[0.0026742087,0.00016316633,0.000119231576,0.00014425161,0.00045954197,0.00078193255,0.0005338793,0.00025358563,0.00010326171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009220737,0.00018400015,0.011075755,0.00035255615,0.00003133381,0.00037370122,0.0003213831,0.019534128,0.88947326,0.00031926046,0.00019005398,0.07722242],"study_design_scores_gemma":[0.00006154759,0.0014274464,0.020142607,0.000025063659,0.00002831155,0.0005316221,0.00012569796,0.19022852,0.7860325,0.0003167088,0.0010335216,0.000046449917],"about_ca_topic_score_codex":0.00048117473,"about_ca_topic_score_gemma":0.0005226847,"teacher_disagreement_score":0.0005586567,"about_ca_system_score_codex":0.00023800443,"about_ca_system_score_gemma":0.00024466304,"threshold_uncertainty_score":0.0027899742},"labels":[],"label_agreement":null},{"id":"W2061939358","doi":"10.1115/fpmc2014-7847","title":"State Estimation and Fault Detection of an Electrohydrostatic Actuator","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Actuator; Fault detection and isolation; Kalman filter; Computer science; Fault (geology); State variable; Control (management)","score_opus":0.0034532534557276872,"score_gpt":0.1938592008742829,"score_spread":0.1904059474185552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061939358","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46929863,0.00045881665,0.52709883,0.00018616015,0.000067708315,0.000031858573,0.000068803434,0.0014223654,0.0013668714],"genre_scores_gemma":[0.9851908,0.00006139583,0.014265217,0.000008983433,0.0000051709126,0.000008855307,0.000027696478,0.0000055134656,0.00042637257],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997017,0.00004382785,0.00001930515,0.000076333534,0.000130964,0.000027863194],"domain_scores_gemma":[0.99929,0.0002756195,0.00014415018,0.000061010018,0.0002048162,0.000024384663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037357438,0.00032255828,0.0004226434,0.00039601928,0.00022576156,0.00035746495,0.00040688855,0.00057274336,0.00039013868],"category_scores_gemma":[0.0011870684,0.00018449531,0.00017347366,0.00021151878,0.00033446285,0.0005767096,0.00037000526,0.00030144263,0.000104052575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011209337,0.00022137737,0.012306142,0.00032652027,0.00007602964,0.0005761153,0.0004417354,0.24810632,0.43429762,0.0031702106,0.0010618649,0.29829508],"study_design_scores_gemma":[0.000015699306,0.00020728687,0.005591246,0.0000076039837,0.00001368627,0.0000821872,0.00002975868,0.9175557,0.0754014,0.00040339807,0.00067180936,0.000020290214],"about_ca_topic_score_codex":0.0022565038,"about_ca_topic_score_gemma":0.0012333815,"teacher_disagreement_score":0.0022565038,"about_ca_system_score_codex":0.00029814514,"about_ca_system_score_gemma":0.00033117473,"threshold_uncertainty_score":0.0044867396},"labels":[],"label_agreement":null},{"id":"W2062282753","doi":"10.1002/pamm.200510060","title":"Nonlinear Modeling and Tracking Control of a Hydraulic Rotary Vane Actuator","year":2005,"lang":"en","type":"article","venue":"PAMM","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Actuator; Control theory (sociology); Nonlinear system; Hydraulic cylinder; Kinematics; Rotary actuator; Engineering; Tracking error; Control engineering; Computer science; Mechanical engineering; Control (management); Physics; Artificial intelligence","score_opus":0.011041465089146977,"score_gpt":0.20856334148594854,"score_spread":0.19752187639680158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062282753","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15414643,0.00044497484,0.82568395,0.00025167325,0.00008833483,0.0000740191,0.000102980695,0.00059803494,0.018609652],"genre_scores_gemma":[0.9832092,0.00016625429,0.009465556,0.000013998726,0.000009952954,0.00005620007,0.00004017702,0.000009436587,0.007029215],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999006,0.000020186017,0.0000046005152,0.000019504076,0.000045023502,0.000010003577],"domain_scores_gemma":[0.9999032,0.000026087164,0.00002759919,0.000010627617,0.000026997317,0.0000054902066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023971657,0.0003086663,0.0003151042,0.0001535031,0.00024178081,0.0005224339,0.0003954287,0.0004773574,0.0011876442],"category_scores_gemma":[0.00030050977,0.00017209552,0.00021166445,0.00011205327,0.00045515707,0.00034600747,0.00038695693,0.00025151751,0.00025122103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008325322,0.000022825394,0.00027519622,0.000090826965,0.00001227862,0.00011832589,0.00008925295,0.93855214,0.038401306,0.008867484,0.00030612445,0.013180967],"study_design_scores_gemma":[0.0000065939253,0.000032354612,0.000108889515,0.000002548739,0.0000021564585,0.000009611358,0.000004542605,0.9971637,0.0016866981,0.0004107324,0.0005687923,0.0000034000223],"about_ca_topic_score_codex":0.005751198,"about_ca_topic_score_gemma":0.00303526,"teacher_disagreement_score":0.005751198,"about_ca_system_score_codex":0.00042317098,"about_ca_system_score_gemma":0.00042704077,"threshold_uncertainty_score":0.011435449},"labels":[],"label_agreement":null},{"id":"W2062566224","doi":"10.1115/1.4003206","title":"Sliding Mode Controller and Filter Applied to an Electrohydraulic Actuator System","year":2011,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Control theory (sociology); Variable structure control; Robustness (evolution); Actuator; Sliding mode control; Computer science; State variable; Nonlinear system; Filter (signal processing); Parametric statistics; Robust control; Noise (video); Settling time; Control engineering; Control system; Engineering; Mathematics; Control (management); Step response; Artificial intelligence","score_opus":0.018163779266968636,"score_gpt":0.19171541039207546,"score_spread":0.17355163112510683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062566224","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04763951,0.00067554624,0.94408005,0.00019493407,0.00016515415,0.00008266387,0.000029664607,0.0004947064,0.0066377707],"genre_scores_gemma":[0.9315918,0.00048585827,0.061921474,0.000086995686,0.00006562271,0.0001544902,0.00003125713,0.000015245075,0.0056472486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998184,0.000032561566,0.00001281499,0.00004524655,0.0000765468,0.0000144193455],"domain_scores_gemma":[0.99989367,0.000041833006,0.000014961908,0.000009720155,0.00003440689,0.000005270432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453248,0.00034834,0.00040492322,0.00020564512,0.00026099465,0.00045435684,0.0003353207,0.0009974797,0.0013270116],"category_scores_gemma":[0.00049739575,0.00013264696,0.0002934352,0.00018957818,0.0002995955,0.00029242117,0.00027286678,0.00037037214,0.00016121865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045521065,0.000103688,0.0014942902,0.00048440983,0.00012423612,0.00083657727,0.0004495835,0.54203784,0.14332184,0.041019637,0.001672696,0.268],"study_design_scores_gemma":[0.000040005383,0.00029864014,0.00076552044,0.00001705009,0.000022980345,0.0000910023,0.0000168605,0.9831124,0.009188931,0.0025369928,0.0038917512,0.00001788933],"about_ca_topic_score_codex":0.004311305,"about_ca_topic_score_gemma":0.002365182,"teacher_disagreement_score":0.004311305,"about_ca_system_score_codex":0.00027227038,"about_ca_system_score_gemma":0.0004178225,"threshold_uncertainty_score":0.0085724},"labels":[],"label_agreement":null},{"id":"W2062763801","doi":"10.5293/ijfms.2009.2.4.400","title":"Validation of a CFD model for hydraulic seals","year":2009,"lang":"en","type":"article","venue":"International Journal of Fluid Machinery and Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada); Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Marine engineering; Turbulence; Engineering; Seal (emblem); Labyrinth seal; Mechanical engineering; Computation; Hydraulic turbines; Fluent; Francis turbine; Finite volume method; Turbine; Mechanics; Computer science; Aerospace engineering; Physics","score_opus":0.019442313684293867,"score_gpt":0.26461057901162743,"score_spread":0.24516826532733357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062763801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55377257,0.00074723933,0.4278445,0.00045166287,0.00028482653,0.00037374953,0.0021869116,0.0016215816,0.012716871],"genre_scores_gemma":[0.92989653,0.00028488252,0.06666315,0.000038287068,0.000014158895,0.00016983475,0.00083847536,0.000106207626,0.0019884866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988372,0.00018317593,0.00011640682,0.0001425569,0.00061813206,0.000102525286],"domain_scores_gemma":[0.997832,0.0007526418,0.00016576432,0.0005459323,0.0006422959,0.00006132835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010914432,0.00064213015,0.00073527923,0.0005913498,0.00066952466,0.0007592519,0.00092904095,0.0010270508,0.0025059078],"category_scores_gemma":[0.0038611295,0.00031051043,0.000569527,0.00040052136,0.000989748,0.00073624996,0.0007712741,0.00054344407,0.000768427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001458592,0.00010198707,0.0037638177,0.00020609127,0.000014760184,0.0002883705,0.00016018703,0.8967703,0.07458768,0.0038164228,0.0010947763,0.019049795],"study_design_scores_gemma":[0.000045557674,0.00029321472,0.0024107515,0.000058981772,0.000012892579,0.00017463592,0.000061089086,0.9051246,0.08396066,0.00092809455,0.0068840315,0.000045530964],"about_ca_topic_score_codex":0.004594435,"about_ca_topic_score_gemma":0.002293349,"teacher_disagreement_score":0.004594435,"about_ca_system_score_codex":0.0007986078,"about_ca_system_score_gemma":0.001533961,"threshold_uncertainty_score":0.009135425},"labels":[],"label_agreement":null},{"id":"W2062894095","doi":"10.1115/imece2004-61275","title":"Asymptotic Impact Control of Hydraulic Actuators With Friction","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Control theory (sociology); Hydraulic cylinder; Nonlinear system; Hydraulic machinery; Electro-hydraulic actuator; Lyapunov function; Hydraulic motor; Position (finance); Motion control; Instability; Work (physics); Plant; Slip (aerodynamics); Lyapunov stability; Engineering; Computer science; Control (management); Mechanics; Mechanical engineering; Robot; Physics","score_opus":0.004255932412967556,"score_gpt":0.19233648661726738,"score_spread":0.1880805542042998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062894095","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4168631,0.0007104091,0.5733349,0.0001590455,0.00007799799,0.000028144503,0.000014149394,0.00047539757,0.008336862],"genre_scores_gemma":[0.9974896,0.0000516281,0.0018033094,0.000008064033,0.0000045678735,0.000007140727,0.0000030569402,0.0000038109927,0.0006288954],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998467,0.00002082769,0.0000075460534,0.000021680497,0.000070544156,0.000032675252],"domain_scores_gemma":[0.9998259,0.000048063193,0.00005134572,0.000018897505,0.0000398797,0.000015863714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958214,0.00028206847,0.00036145444,0.00018821133,0.00030448235,0.00033329814,0.00042605272,0.00025378083,0.0004984437],"category_scores_gemma":[0.00068438554,0.00015034417,0.00020360801,0.00012111197,0.0005298026,0.00032530865,0.00087087514,0.00023985741,0.000082749444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005127553,0.000097181495,0.0012414049,0.0003257618,0.00005067059,0.0006146296,0.00048535474,0.4833787,0.4066378,0.02940054,0.0007569643,0.07649821],"study_design_scores_gemma":[0.000027766735,0.00029539794,0.0012251971,0.0000118784765,0.000011799973,0.000098491015,0.00004011208,0.9743637,0.019030984,0.0035260515,0.0013521101,0.00001644803],"about_ca_topic_score_codex":0.001479482,"about_ca_topic_score_gemma":0.0010680015,"teacher_disagreement_score":0.001479482,"about_ca_system_score_codex":0.00033374873,"about_ca_system_score_gemma":0.00031889914,"threshold_uncertainty_score":0.0029417872},"labels":[],"label_agreement":null},{"id":"W2063665072","doi":"10.1115/1.1898237","title":"Adaptive Output Force Tracking Control of Hydraulic Cylinders With Applications to Robot Manipulators","year":2004,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Control theory (sociology); Hydraulic cylinder; Tracking error; Friction torque; Torque; Computer science; Engineering; Physics; Mechanical engineering; Control (management)","score_opus":0.02019997751458452,"score_gpt":0.2080594694626153,"score_spread":0.18785949194803078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063665072","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.095770046,0.00066311815,0.89987427,0.00013146254,0.00007363592,0.00004880484,0.00003066033,0.00067667506,0.0027312962],"genre_scores_gemma":[0.9588721,0.0002320511,0.0386255,0.00003070935,0.000032547337,0.000062650535,0.000031414347,0.000012893824,0.0021000078],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983656,0.0000231865,0.0000105979425,0.000029138493,0.00008306122,0.000017373142],"domain_scores_gemma":[0.99979764,0.000058476948,0.00004714132,0.000017386288,0.0000710526,0.000008291802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023789486,0.0003897019,0.0002464851,0.00020706728,0.00020248783,0.00022788289,0.0003875382,0.0002863483,0.0005399717],"category_scores_gemma":[0.00044238273,0.00012088802,0.00015813451,0.00028036942,0.00027065948,0.00021145125,0.00031975703,0.00020226266,0.00010654585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035614605,0.000092454466,0.0010297858,0.00037215167,0.00003973782,0.00034717954,0.0003384286,0.29540005,0.38307267,0.0090272855,0.0012406895,0.30868354],"study_design_scores_gemma":[0.00003741449,0.00039195153,0.0013550863,0.000014344389,0.0000131686265,0.0001002133,0.000015599253,0.961217,0.032706648,0.0010894922,0.0030354566,0.000023664023],"about_ca_topic_score_codex":0.0021029888,"about_ca_topic_score_gemma":0.0014786462,"teacher_disagreement_score":0.0021029888,"about_ca_system_score_codex":0.00017254884,"about_ca_system_score_gemma":0.00024874444,"threshold_uncertainty_score":0.0041814446},"labels":[],"label_agreement":null},{"id":"W2063820917","doi":"10.1115/detc2007-34666","title":"Automated Duty Cycle Classification for Online Monitoring Systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Alberta; Laurentian University","funders":"","keywords":"Excavator; Duty cycle; Computer science; Condition monitoring; Fault detection and isolation; Vibration; Transient (computer programming); Swing; Fault (geology); Predictive maintenance; Task (project management); Mode (computer interface); Control engineering; Real-time computing; Engineering; Artificial intelligence; Reliability engineering; Voltage; Actuator; Human–computer interaction","score_opus":0.03413009051491434,"score_gpt":0.2887393623471248,"score_spread":0.25460927183221044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063820917","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027509205,0.0002454842,0.96548223,0.000108323,0.000051771367,0.000091312235,0.00006520006,0.004856534,0.001590006],"genre_scores_gemma":[0.52101725,0.00013496948,0.47563806,0.00009369708,0.00008658492,0.00017198313,0.00021917083,0.00018159325,0.0024566974],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891794,0.0002441028,0.00007010685,0.00020527936,0.0004888775,0.000073737945],"domain_scores_gemma":[0.99782974,0.0009139979,0.00023856627,0.00049788284,0.0004724903,0.00004723353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008888007,0.00064215745,0.00071772496,0.0011617213,0.00048912433,0.00088531926,0.00092418387,0.00062351365,0.0023143531],"category_scores_gemma":[0.0045482013,0.00027898926,0.00020007165,0.00047900583,0.000348167,0.001034052,0.00043225533,0.00061824924,0.0010588963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037037794,0.00018445335,0.0013140835,0.00008061199,0.00001603027,0.00005700013,0.00011379979,0.030034266,0.060456473,0.0029652962,0.0027420677,0.9016655],"study_design_scores_gemma":[0.000059010687,0.0001799447,0.0022720865,0.000018016817,0.000013841534,0.00018509776,0.000025844698,0.9287121,0.056410704,0.0036373115,0.008446919,0.000039107596],"about_ca_topic_score_codex":0.0012716412,"about_ca_topic_score_gemma":0.0014487698,"teacher_disagreement_score":0.0023143531,"about_ca_system_score_codex":0.0004875159,"about_ca_system_score_gemma":0.0004920871,"threshold_uncertainty_score":0.0077422857},"labels":[],"label_agreement":null},{"id":"W2065128310","doi":"10.1115/1.1541632","title":"Valve-Plate Design for an Axial Piston Pump Operating at Low Displacements","year":2003,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piston (optics); Quadratic growth; Geometry; Constant (computer programming); Principal (computer security); Piston pump; Principal axis theorem; Mechanical engineering; Mathematics; Computer science; Engineering; Physics; Mathematical analysis; Optics","score_opus":0.047379248488195164,"score_gpt":0.26918516287189065,"score_spread":0.22180591438369548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065128310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75249803,0.00036627034,0.23979338,0.00014237502,0.00009018382,0.0001023154,0.0001498593,0.00064246287,0.006215086],"genre_scores_gemma":[0.96831894,0.00007758631,0.03024967,0.000014770343,0.0000088802635,0.000027948761,0.000034060173,0.000019550085,0.0012485456],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985063,0.000025704645,0.000010272239,0.000038308248,0.000059720252,0.00001534195],"domain_scores_gemma":[0.9997502,0.00007270319,0.00006151345,0.00001964579,0.00007796509,0.000017982007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002706711,0.00037863196,0.0002714438,0.00020578754,0.00017061556,0.000641631,0.00062783103,0.0003445029,0.0015152192],"category_scores_gemma":[0.00055422995,0.00023546921,0.00018967726,0.00015344105,0.00028860616,0.00025795918,0.00016507505,0.00026496517,0.0003197503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016216742,0.00016427979,0.0030102613,0.00083107577,0.00005520734,0.00041921917,0.00016754899,0.16967097,0.7376655,0.005887508,0.0007327353,0.07977407],"study_design_scores_gemma":[0.00031981608,0.00463183,0.010122903,0.000029681558,0.00014248466,0.0008838203,0.00016395052,0.57067764,0.40234923,0.0014960788,0.009053246,0.00012930886],"about_ca_topic_score_codex":0.00071928377,"about_ca_topic_score_gemma":0.00090398244,"teacher_disagreement_score":0.0015152192,"about_ca_system_score_codex":0.00028731336,"about_ca_system_score_gemma":0.00043088783,"threshold_uncertainty_score":0.005068898},"labels":[],"label_agreement":null},{"id":"W2066174230","doi":"10.1115/dscc2009-2631","title":"Feasibility Study on the Use of a Voice Coil Motor Direct Drive Flow Rate Control Valve","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Voice coil; Electrohydraulic servo valve; Controller (irrigation); Interfacing; Estimator; Engineering; Servomotor; Control engineering; Electromagnetic coil; Computer science; Control (management)","score_opus":0.04389198094485778,"score_gpt":0.24535004691217852,"score_spread":0.20145806596732074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066174230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63560104,0.0019974203,0.34402674,0.00090078206,0.000293018,0.0006912001,0.000071014816,0.00066769944,0.015751075],"genre_scores_gemma":[0.9620321,0.00022492492,0.035921298,0.000051132414,0.00004610446,0.00007174362,0.000039542978,0.000018338895,0.0015947497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99740964,0.0009469151,0.00012496163,0.0002954516,0.0010571044,0.00016594259],"domain_scores_gemma":[0.9961429,0.0023041298,0.00027766402,0.00024701605,0.00085330685,0.00017503469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003608256,0.00040334716,0.0004681147,0.0005317491,0.00039562478,0.0010095148,0.001352635,0.0012328805,0.0020694358],"category_scores_gemma":[0.006386332,0.00026169035,0.000491611,0.00013585718,0.0007181365,0.0019593225,0.00064994686,0.00046558506,0.0003253884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0095643895,0.0020595228,0.02966062,0.0024952246,0.00019622702,0.0050631557,0.0012565836,0.06133909,0.5773586,0.025728328,0.0013746344,0.28390366],"study_design_scores_gemma":[0.0012679392,0.043549422,0.021103209,0.0003011673,0.00029831118,0.0052236347,0.000680717,0.39674172,0.49032784,0.0038435834,0.0363848,0.00027762272],"about_ca_topic_score_codex":0.0006821992,"about_ca_topic_score_gemma":0.00033383176,"teacher_disagreement_score":0.003608256,"about_ca_system_score_codex":0.00040266252,"about_ca_system_score_gemma":0.00074584805,"threshold_uncertainty_score":0.019082487},"labels":[],"label_agreement":null},{"id":"W2067210191","doi":"10.1016/j.conengprac.2009.11.007","title":"On quantitative feedback design for robust position control of hydraulic actuators","year":2009,"lang":"en","type":"article","venue":"Control Engineering Practice","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Quantitative feedback theory; Control theory (sociology); Actuator; Robustness (evolution); Plant; Nonlinear system; Control engineering; Robust control; Engineering; Hydraulic cylinder; Hydraulic machinery; Position (finance); Electro-hydraulic actuator; Control system; Computer science; Control (management); Mechanical engineering","score_opus":0.017828568649153068,"score_gpt":0.24169276083410787,"score_spread":0.2238641921849548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067210191","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015940395,0.0002818239,0.9960602,0.00009633644,0.00004708039,0.000029030598,0.000015288817,0.00009571399,0.001780489],"genre_scores_gemma":[0.7564152,0.0019228826,0.2310815,0.00046008828,0.0003603769,0.00058983,0.00021094954,0.0003278896,0.008631322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984078,0.00046185977,0.00009470401,0.00026674828,0.0006690688,0.00009982248],"domain_scores_gemma":[0.99766374,0.0015668202,0.0001854648,0.00011516958,0.00043238894,0.000036419777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003539924,0.0019413263,0.0016212233,0.00079913606,0.00052866904,0.0015737632,0.0013468028,0.001492413,0.0039312653],"category_scores_gemma":[0.007100962,0.0009027335,0.0010582756,0.0006218383,0.0016574418,0.0018233496,0.001752038,0.0015358829,0.0005296476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026503706,0.00012670991,0.0001469792,0.00092344056,0.00011250484,0.00015385568,0.00035794356,0.7595389,0.024394544,0.11880126,0.0025384384,0.0926405],"study_design_scores_gemma":[0.000032159212,0.00023904246,0.0001089638,0.000026205415,0.000019131086,0.000026800544,0.000015048073,0.9718553,0.0021945345,0.024000106,0.0014604223,0.000022268538],"about_ca_topic_score_codex":0.0023766104,"about_ca_topic_score_gemma":0.0018198321,"teacher_disagreement_score":0.0039312653,"about_ca_system_score_codex":0.001079507,"about_ca_system_score_gemma":0.0009227528,"threshold_uncertainty_score":0.018721104},"labels":[],"label_agreement":null},{"id":"W2067342475","doi":"10.1088/1755-1315/22/3/032025","title":"Self-excitation in Francis runner during load rejection","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Excitation; Engineering; Electrical engineering","score_opus":0.005191426757649349,"score_gpt":0.16851979948314777,"score_spread":0.1633283727254984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067342475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99606955,0.000027517219,0.0032672225,0.000007235913,0.0000047273957,0.000009040519,0.000015696747,0.00006059648,0.0005383784],"genre_scores_gemma":[0.9985499,0.000008503463,0.00069254776,0.000007925048,0.0000016037375,0.0000061967635,0.000033123637,0.000016397482,0.0006838418],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997063,0.00003977747,0.000010708595,0.00007769742,0.00009503822,0.00007043894],"domain_scores_gemma":[0.99960285,0.00012273567,0.00007019346,0.000050687548,0.0000904688,0.000063082094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033156647,0.0002348759,0.00036943392,0.00037023675,0.00033689127,0.00028816488,0.00043803346,0.00046952377,0.0015277627],"category_scores_gemma":[0.0007890562,0.00012907763,0.00016889769,0.0001638442,0.0005359039,0.00021859944,0.00042652528,0.00022399974,0.00031934574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009777003,0.0000943915,0.024875835,0.000106127416,0.000020582178,0.0014048388,0.001435945,0.0021248634,0.94454914,0.00017029484,0.00020899014,0.024031265],"study_design_scores_gemma":[0.000035821562,0.003777177,0.3278234,0.00004803138,0.000050763094,0.0018472681,0.0021392053,0.019675694,0.64146346,0.00038149083,0.0026700012,0.000087692686],"about_ca_topic_score_codex":0.0011549334,"about_ca_topic_score_gemma":0.0030772241,"teacher_disagreement_score":0.0015277627,"about_ca_system_score_codex":0.00016170778,"about_ca_system_score_gemma":0.00014898318,"threshold_uncertainty_score":0.00511086},"labels":[],"label_agreement":null},{"id":"W2067490698","doi":"10.1504/ijpt.2012.048405","title":"A new electro-hydraulic valvetrain configuration with improved lift controllability","year":2012,"lang":"en","type":"article","venue":"International Journal of Powertrains","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Controllability; Lift (data mining); Robustness (evolution); Hydraulic machinery; Computer science; Sliding mode control; Control engineering; Automotive engineering; Engineering; Mathematics; Mechanical engineering; Nonlinear system; Control (management); Physics","score_opus":0.00650345117080003,"score_gpt":0.22872484436234927,"score_spread":0.22222139319154924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067490698","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29073602,0.0010951542,0.6963386,0.00020237055,0.0008026965,0.00022249704,0.00013488333,0.0017717835,0.0086959265],"genre_scores_gemma":[0.9103368,0.00020010042,0.085416846,0.00004983792,0.000079117366,0.00009670578,0.00010587457,0.000032013162,0.0036827433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997125,0.000021816919,0.000032499607,0.00005817129,0.00014688681,0.00002797271],"domain_scores_gemma":[0.9998042,0.000025709533,0.00004060004,0.00005544015,0.00004293637,0.000031123433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029907352,0.000367341,0.00037970766,0.00055084995,0.00022594696,0.00050765835,0.0017353996,0.00047996885,0.002253338],"category_scores_gemma":[0.00024640452,0.00021632614,0.00029320113,0.00025892412,0.0003709283,0.00091758615,0.00057797134,0.0004660162,0.00035556604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002851851,0.0002440923,0.0015253791,0.0004272668,0.00008115002,0.00062183966,0.00012071363,0.01166386,0.83174026,0.009251367,0.00087282946,0.14316614],"study_design_scores_gemma":[0.00071772886,0.006454575,0.017776763,0.000095238356,0.00025827633,0.0058294795,0.00016250648,0.3341479,0.5553219,0.0037935334,0.07510117,0.0003409293],"about_ca_topic_score_codex":0.000120894474,"about_ca_topic_score_gemma":0.00022407193,"teacher_disagreement_score":0.002253338,"about_ca_system_score_codex":0.000107613065,"about_ca_system_score_gemma":0.00020228408,"threshold_uncertainty_score":0.00753814},"labels":[],"label_agreement":null},{"id":"W2067706402","doi":"10.4236/msa.2013.48a004","title":"Analytical and Experimental Studies of Liquid and Gas Leaks through Micro and Nano-Porous Gaskets","year":2013,"lang":"en","type":"article","venue":"Materials Sciences and Applications","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Gasket; Materials science; Nano-; Porosity; Porous medium; Nanotechnology; Composite material","score_opus":0.030114441612724144,"score_gpt":0.28928498822607696,"score_spread":0.2591705466133528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067706402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774829,0.00041192395,0.021297634,0.000023135735,0.0000072810717,0.000027955713,0.00007888691,0.000116968164,0.0005534163],"genre_scores_gemma":[0.9931815,0.00019160747,0.006354281,0.000004253674,0.000002302111,0.000012611166,0.000025519852,0.0000060658563,0.00022182152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947184,0.00007429723,0.000036791447,0.00008251403,0.00027927026,0.00005521302],"domain_scores_gemma":[0.99890304,0.0004367793,0.0002682447,0.00008867057,0.0002699212,0.000033275068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006948559,0.00026155615,0.00025210282,0.0003853064,0.0002452453,0.00026807154,0.0004590857,0.00035226226,0.0004771645],"category_scores_gemma":[0.0012369301,0.00018342656,0.00018479902,0.0003597941,0.0008070255,0.0006830069,0.00025799536,0.00029198432,0.00011520044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014522304,0.00010994706,0.0022750667,0.0002818881,0.0000068578256,0.00016870459,0.00029577475,0.008005493,0.981045,0.0005480934,0.00005465156,0.0070631625],"study_design_scores_gemma":[0.000008818511,0.00061679335,0.002775315,0.000012450096,0.000008475278,0.00020937092,0.00020181817,0.026534928,0.9688516,0.00012762717,0.00063069956,0.000022124153],"about_ca_topic_score_codex":0.00049940747,"about_ca_topic_score_gemma":0.0005136761,"teacher_disagreement_score":0.0006948559,"about_ca_system_score_codex":0.00031838633,"about_ca_system_score_gemma":0.00020821815,"threshold_uncertainty_score":0.0036748052},"labels":[],"label_agreement":null},{"id":"W2068312891","doi":"10.1115/fpmc2013-4498","title":"Fault Detection of an Electrohydrostatic Actuator With the SVSF Time-Varying Boundary Layer Concept","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Actuator; Kalman filter; Smoothing; Computer science; Metric (unit); Fault detection and isolation; Noise (video); Filter (signal processing); Boundary (topology); Engineering; Mathematics; Control (management)","score_opus":0.004828228435150018,"score_gpt":0.19032622841313615,"score_spread":0.18549799997798613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068312891","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09204688,0.00016368469,0.9065757,0.000072422146,0.000030751802,0.000015809681,0.000018172017,0.00051576825,0.0005609407],"genre_scores_gemma":[0.9144732,0.00005330555,0.08509988,0.000021150145,0.0000073589827,0.000013287338,0.000023605608,0.000010401559,0.00029787212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999696,0.000052325067,0.000019947405,0.000049473052,0.00015418095,0.000028079641],"domain_scores_gemma":[0.9988518,0.00054525665,0.00019598255,0.00007122449,0.00030060907,0.00003509042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006422042,0.00031395152,0.00042110877,0.0006903444,0.00020712632,0.00039794252,0.0005073988,0.0005822051,0.00034366874],"category_scores_gemma":[0.002072754,0.0001894349,0.00032361477,0.00021495474,0.0004858602,0.0008095927,0.0003640453,0.0003859657,0.000060123515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007081106,0.00010028371,0.008240636,0.00026517513,0.000081946026,0.00026811654,0.00042337322,0.522022,0.16082735,0.009108631,0.00078971445,0.29716456],"study_design_scores_gemma":[0.000007784851,0.000059563914,0.0007817398,0.0000058195187,0.000004482649,0.00003803705,0.000012639485,0.9868613,0.011478541,0.00056286226,0.00017953533,0.000007716465],"about_ca_topic_score_codex":0.0038005293,"about_ca_topic_score_gemma":0.0020512657,"teacher_disagreement_score":0.0038005293,"about_ca_system_score_codex":0.00042945606,"about_ca_system_score_gemma":0.00037075134,"threshold_uncertainty_score":0.0075568557},"labels":[],"label_agreement":null},{"id":"W2069410247","doi":"10.1115/pvp2009-78078","title":"Design Specifications to Ensure Flow-Induced Vibration and Fretting-Wear Performance in CANDU™ Steam Generators and Heat Exchangers","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Atomic Energy (Canada)","funders":"","keywords":"Heat exchanger; Boiler (water heating); Fretting; Vibration; Fretting wear; Mechanical engineering; Vortex-induced vibration; Engineering; Nuclear engineering; Structural engineering; Waste management","score_opus":0.034050634993107204,"score_gpt":0.20553174433896582,"score_spread":0.1714811093458586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069410247","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1405956,0.00048819056,0.84589946,0.00032487517,0.000130362,0.00070562906,0.0003318304,0.001992815,0.009531177],"genre_scores_gemma":[0.7693218,0.00032703357,0.22392474,0.00013993503,0.000047603,0.00084015407,0.00049355265,0.0005177056,0.004387499],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9954087,0.00097032724,0.0005874947,0.00023958171,0.0024844618,0.0003094185],"domain_scores_gemma":[0.9883553,0.003450539,0.0021351902,0.0008657013,0.0050086137,0.00018481218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005877811,0.0010403175,0.0007846312,0.0010583093,0.00050212175,0.001081487,0.0012943064,0.0010698799,0.0020245248],"category_scores_gemma":[0.010105477,0.0005568834,0.00049795624,0.00023239572,0.0005321989,0.0008454637,0.00035562858,0.00047486354,0.000786717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008731986,0.00030339864,0.0064491853,0.0020883349,0.000073816205,0.0005344337,0.0010288617,0.43012744,0.38341537,0.021870565,0.004895952,0.14833948],"study_design_scores_gemma":[0.0004966974,0.003734479,0.006492745,0.00029577254,0.00019349513,0.0008890677,0.00050953566,0.48651758,0.4537747,0.006558166,0.04032838,0.00020934068],"about_ca_topic_score_codex":0.0007307164,"about_ca_topic_score_gemma":0.0012645646,"teacher_disagreement_score":0.005877811,"about_ca_system_score_codex":0.0005601027,"about_ca_system_score_gemma":0.0012689129,"threshold_uncertainty_score":0.031085193},"labels":[],"label_agreement":null},{"id":"W2069451462","doi":"10.1115/imece2007-41712","title":"Impedance Shaping for Improved Feel in Hydraulic Systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; Georgia Institute of Technology","keywords":"Haptic technology; Computer science; Excavator; Human interface device; Interface (matter); Merge (version control); Impedance control; Human–computer interaction; Simulation; Engineering; Robot; Mechanical engineering; Artificial intelligence","score_opus":0.022353556116666094,"score_gpt":0.24781782103313302,"score_spread":0.22546426491646693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069451462","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065183826,0.0006327625,0.9229992,0.0003349191,0.00009405808,0.00006513977,0.000015668604,0.0012651631,0.009409311],"genre_scores_gemma":[0.8753182,0.00039663355,0.118505605,0.00020308848,0.000052158677,0.00006384846,0.000026469055,0.00014910437,0.00528479],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999608,0.00011821933,0.000025028952,0.00004610585,0.00016152672,0.000041090225],"domain_scores_gemma":[0.99918383,0.00049729657,0.00007867965,0.00010515567,0.000100669575,0.000034270768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042608724,0.00035512936,0.00032539517,0.0002392307,0.00032632065,0.000844403,0.00047133362,0.0007019784,0.0043643],"category_scores_gemma":[0.0021041117,0.00021904719,0.0002449025,0.00017126215,0.00070185866,0.0011477596,0.0013495107,0.0005870907,0.0008113984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055622734,0.00015804399,0.00025341997,0.000529243,0.000021081938,0.00041089053,0.00094689353,0.027635202,0.7228086,0.032531034,0.0012210748,0.21292828],"study_design_scores_gemma":[0.00035619852,0.0024711345,0.0021071301,0.0002174365,0.00008902479,0.0021404517,0.0004989844,0.5389549,0.3395118,0.052266575,0.061148703,0.00023757892],"about_ca_topic_score_codex":0.00013111303,"about_ca_topic_score_gemma":0.00011696807,"teacher_disagreement_score":0.0043643,"about_ca_system_score_codex":0.00022119674,"about_ca_system_score_gemma":0.00015396971,"threshold_uncertainty_score":0.014600098},"labels":[],"label_agreement":null},{"id":"W2069541342","doi":"10.1115/pvp2012-78147","title":"Prediction of Leak Rates Through Porous Gaskets at High Temperature","year":2012,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Gasket; Leak; Leakage (economics); Materials science; Porous medium; Porosity; Mechanics; Slip (aerodynamics); Helium; Void (composites); Atmospheric temperature range; Composite material; Permeability (electromagnetism); Volumetric flow rate; Forensic engineering; Thermodynamics; Engineering; Chemistry","score_opus":0.016616643265952715,"score_gpt":0.2077884015961781,"score_spread":0.19117175833022537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069541342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709358,0.000100178986,0.028365206,0.000012401844,0.0000037074376,0.000010477218,0.00006648224,0.0003078731,0.00019780827],"genre_scores_gemma":[0.99786013,0.000041041698,0.00198561,8.1168696e-7,7.927058e-7,0.000004272448,0.00002465765,0.0000057475518,0.00007686561],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978834,0.000040848423,0.00001681514,0.000045978868,0.00007361374,0.000034378798],"domain_scores_gemma":[0.998706,0.0007873546,0.00025505546,0.000077673656,0.00013040344,0.000043563577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041729072,0.0005324886,0.0005306112,0.0005945615,0.00020766855,0.00047659766,0.0005221805,0.00079246395,0.00028272867],"category_scores_gemma":[0.0016594866,0.00027608895,0.0004411642,0.00037289516,0.00057330204,0.0007229997,0.00030026346,0.0003124734,0.000099293706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005248108,0.00013012445,0.022957196,0.0001301051,0.000024701889,0.0002343183,0.00013795134,0.81655025,0.14269228,0.0003649112,0.00008231443,0.016170997],"study_design_scores_gemma":[0.0000067386263,0.00017599929,0.0037225576,0.0000051355487,0.000006925745,0.000049868457,0.000019418323,0.9584873,0.03739818,0.00007955531,0.00003537431,0.000012893739],"about_ca_topic_score_codex":0.002820005,"about_ca_topic_score_gemma":0.0014873424,"teacher_disagreement_score":0.002820005,"about_ca_system_score_codex":0.0004526059,"about_ca_system_score_gemma":0.00032208627,"threshold_uncertainty_score":0.0056071877},"labels":[],"label_agreement":null},{"id":"W2071742042","doi":"10.4271/2013-01-1454","title":"Dynamic Analysis and Experimental Verification of a Clutchless Geared Smart Transmission System for Hybrid Cars","year":2013,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Transmission (telecommunications); Embedded system; Automotive engineering; Engineering; Telecommunications","score_opus":0.007306935496279858,"score_gpt":0.22438708638657004,"score_spread":0.21708015089029017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071742042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973871,0.00007211336,0.02260399,0.00007454183,0.000045058627,0.00011234322,0.0002474163,0.0004876911,0.0024858667],"genre_scores_gemma":[0.9974382,0.000020546267,0.0013414433,0.00000662076,0.0000024004476,0.000030971823,0.00007397556,0.0000087693425,0.0010770676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996549,0.00006978009,0.00002855631,0.00005619793,0.00013863684,0.000051943272],"domain_scores_gemma":[0.9994023,0.00017218982,0.00007893144,0.00011234436,0.00018801264,0.000046204983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044339235,0.0004371875,0.00032433134,0.00039976437,0.00030693936,0.00030139924,0.0006598193,0.00045233872,0.0037072299],"category_scores_gemma":[0.00062240666,0.00017637729,0.00033340493,0.00017785703,0.0004195835,0.0005449971,0.00031685864,0.00026628206,0.00048299704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020056865,0.00064896635,0.005865705,0.0009868168,0.0001248281,0.00075166783,0.0011890538,0.08197479,0.8549541,0.0020625466,0.0015744059,0.04786146],"study_design_scores_gemma":[0.00047557236,0.009412545,0.019708853,0.00006230899,0.00014538856,0.00040912614,0.0006874095,0.43593538,0.52467483,0.00044651888,0.007942282,0.00009970487],"about_ca_topic_score_codex":0.0018226261,"about_ca_topic_score_gemma":0.001204739,"teacher_disagreement_score":0.0037072299,"about_ca_system_score_codex":0.00027333677,"about_ca_system_score_gemma":0.00024782735,"threshold_uncertainty_score":0.012401938},"labels":[],"label_agreement":null},{"id":"W2072252384","doi":"10.1115/imece2007-41897","title":"Aerodynamic Flutter and Flight Surface Actuation","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Flutter; Aerodynamics; Actuator; Control theory (sociology); Mechanical impedance; Aerodynamic force; Electrical impedance; Aeroelasticity; Amplitude; Structural engineering; Acoustics; Computer science; Engineering; Physics; Aerospace engineering; Control (management)","score_opus":0.0036040325263657874,"score_gpt":0.1830607339547484,"score_spread":0.1794567014283826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072252384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4157682,0.0016049785,0.56721014,0.0004636483,0.00014809638,0.000048739665,0.000026186899,0.00045186878,0.014278173],"genre_scores_gemma":[0.9865372,0.00025708877,0.010989082,0.000050333874,0.00004117309,0.000010435973,0.00000844512,0.000012607721,0.0020936339],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981564,0.000025198444,0.000008482778,0.000025172814,0.000099911864,0.000025663063],"domain_scores_gemma":[0.9998684,0.00006618312,0.00002439601,0.000013196466,0.000018515697,0.000009284891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013600379,0.00023312608,0.0002681385,0.00015796044,0.00018266698,0.00033958314,0.0002652045,0.000369686,0.0011452815],"category_scores_gemma":[0.00043235754,0.000087616136,0.00017843592,0.000069096655,0.0005046329,0.0004891085,0.00039401388,0.0002279935,0.00013091216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014355176,0.000050606006,0.00063703896,0.000151264,0.000015993515,0.00032633974,0.000165618,0.027564785,0.8879007,0.0076316,0.00020304987,0.07520946],"study_design_scores_gemma":[0.00012638858,0.0014442614,0.011238858,0.000044436176,0.000043313445,0.0017161507,0.00018980066,0.51112676,0.43816745,0.011513546,0.024304334,0.00008473302],"about_ca_topic_score_codex":0.00022436245,"about_ca_topic_score_gemma":0.00023038895,"teacher_disagreement_score":0.0011452815,"about_ca_system_score_codex":0.00013572745,"about_ca_system_score_gemma":0.000112211834,"threshold_uncertainty_score":0.003831327},"labels":[],"label_agreement":null},{"id":"W2072533413","doi":"10.1115/imece2005-82237","title":"Micro-Precision Hydrostatic Actuation System","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Hydrostatic equilibrium; Electro-hydraulic actuator; Computer science; Control engineering; Mechanical engineering; Control theory (sociology); Engineering; Physics; Control (management); Artificial intelligence","score_opus":0.006691950306866964,"score_gpt":0.19651024007334864,"score_spread":0.18981828976648168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072533413","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11016115,0.004681167,0.7942442,0.0015241373,0.0012173944,0.0007191222,0.0010872976,0.011336624,0.07502882],"genre_scores_gemma":[0.7632292,0.0016200575,0.18482088,0.0005078963,0.00042088257,0.000437382,0.0006525751,0.000105803294,0.048205342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960345,0.000020851598,0.00001886586,0.00008450771,0.0002437098,0.000028669008],"domain_scores_gemma":[0.9998227,0.000034240522,0.000029023882,0.00004025603,0.00004961957,0.000024223733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016227017,0.00030248333,0.00039827707,0.0002871066,0.00051406794,0.000450814,0.0006702515,0.00044275165,0.008765559],"category_scores_gemma":[0.0002990564,0.00018397288,0.00014485423,0.0002079517,0.0003117979,0.000610129,0.00076934503,0.00036081974,0.0028410289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017587039,0.00007289045,0.00067217933,0.00046101317,0.00003260615,0.00035681832,0.0001867407,0.0059002573,0.69859886,0.016725982,0.012031422,0.26478535],"study_design_scores_gemma":[0.000170287,0.0013018623,0.005661418,0.00008227528,0.00008815492,0.0026847736,0.000096486394,0.06973314,0.45875713,0.0056084082,0.455631,0.00018515576],"about_ca_topic_score_codex":0.0004301216,"about_ca_topic_score_gemma":0.00057408185,"teacher_disagreement_score":0.008765559,"about_ca_system_score_codex":0.0002783556,"about_ca_system_score_gemma":0.00048658738,"threshold_uncertainty_score":0.029323697},"labels":[],"label_agreement":null},{"id":"W2073224046","doi":"10.2514/6.2001-4228","title":"Regular and fuzzy extended Kalman filtering for a two-link flexible robot manipulator","year":2001,"lang":"en","type":"article","venue":"AIAA Guidance, Navigation, and Control Conference and Exhibit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Link (geometry); Kalman filter; Computer science; Robot manipulator; Manipulator (device); Robot; Fuzzy logic; Control theory (sociology); Artificial intelligence; Control engineering; Engineering; Control (management)","score_opus":0.016626344733379622,"score_gpt":0.24015916963758657,"score_spread":0.22353282490420695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073224046","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112287745,0.00013233077,0.88574344,0.00009095411,0.000027061013,0.000024879844,0.000015776299,0.00031403822,0.0013638551],"genre_scores_gemma":[0.9515657,0.000047438345,0.047431335,0.00001954864,0.0000089316945,0.000029817556,0.000020452848,0.0000079322945,0.00086888304],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997403,0.000056928173,0.000016577285,0.000050060164,0.000108993096,0.000027133268],"domain_scores_gemma":[0.99956864,0.00015817482,0.00006863326,0.000040446383,0.00014598093,0.00001809152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085396465,0.00025534752,0.0002865485,0.0001805673,0.00026184582,0.00031064602,0.0003314868,0.00048609203,0.00040297973],"category_scores_gemma":[0.0018854244,0.00016614125,0.00029484043,0.0001339807,0.0004838876,0.00034674763,0.00031823004,0.00040001253,0.00007437962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012133441,0.00001796631,0.0005431213,0.000033778575,0.00001968116,0.000074863754,0.00009439671,0.95994884,0.009041979,0.0032458638,0.00011571264,0.026742356],"study_design_scores_gemma":[0.000010659955,0.00004873207,0.0002487919,0.0000017021738,0.0000030441456,0.0000069520424,0.0000036036188,0.99825567,0.00064676214,0.00063286093,0.00013701073,0.0000042212296],"about_ca_topic_score_codex":0.0075140977,"about_ca_topic_score_gemma":0.005131338,"teacher_disagreement_score":0.0075140977,"about_ca_system_score_codex":0.00043811343,"about_ca_system_score_gemma":0.0005205354,"threshold_uncertainty_score":0.014940679},"labels":[],"label_agreement":null},{"id":"W2075072922","doi":"10.1115/imece2007-41618","title":"An Artificial Neural Network Approach to Payload Estimation in Four Wheel Drive Loaders","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Loader; Payload (computing); Linkage (software); Excavator; Reducer; Machine tool; Hydraulic cylinder; Kinematics; Engineering; Artificial neural network; Machining; Computer science; Control theory (sociology); Mechanical engineering; Artificial intelligence","score_opus":0.021595697508963087,"score_gpt":0.24221533485567304,"score_spread":0.22061963734670995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075072922","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13905722,0.0009853923,0.85347795,0.00044282593,0.000084660496,0.000069823036,0.000070437614,0.00088125013,0.004930519],"genre_scores_gemma":[0.93592364,0.00033457146,0.05808162,0.000072813644,0.00004352855,0.00008584798,0.00007008646,0.000022316817,0.0053655533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986935,0.000033126813,0.000011379809,0.000030044886,0.000033357763,0.000022708722],"domain_scores_gemma":[0.9996208,0.00021419015,0.0000360839,0.000011835694,0.00010542914,0.000011533923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004445721,0.00042923793,0.0004528668,0.00044542854,0.00034954853,0.00063622725,0.00068313867,0.001106401,0.0013770241],"category_scores_gemma":[0.001123519,0.00032114433,0.00021385412,0.00043913908,0.00032269544,0.000627235,0.0003284001,0.00061286293,0.00022457606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007504444,0.000043474163,0.00086679996,0.000038239206,0.000022899423,0.00007211064,0.000032521664,0.90835327,0.0018600204,0.0011837964,0.00029641896,0.08715541],"study_design_scores_gemma":[0.0000013805507,0.000006835828,0.00008177215,0.0000013294047,0.000001307659,0.0000017987908,0.00000261971,0.99946195,0.00019498431,0.00018605709,0.000058298974,0.0000016333224],"about_ca_topic_score_codex":0.015215054,"about_ca_topic_score_gemma":0.009143008,"teacher_disagreement_score":0.015215054,"about_ca_system_score_codex":0.0005993288,"about_ca_system_score_gemma":0.00047323835,"threshold_uncertainty_score":0.030252934},"labels":[],"label_agreement":null},{"id":"W2075436524","doi":"10.1080/10798587.2014.901651","title":"Emotional Learning Based Position Control of Pneumatic Actuators","year":2014,"lang":"en","type":"article","venue":"Intelligent Automation & Soft Computing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Actuator; Position (finance); Control (management); Pneumatic actuator; Position paper; Artificial intelligence","score_opus":0.007225334639223004,"score_gpt":0.21168227620341906,"score_spread":0.20445694156419605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075436524","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047211405,0.00047477637,0.94504756,0.0001250748,0.00016686622,0.000069548114,0.000014048108,0.0004914959,0.0063991286],"genre_scores_gemma":[0.94301355,0.00020024189,0.053279016,0.00012066904,0.00006167399,0.000058826838,0.000016999358,0.000023341083,0.0032256423],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997788,0.000034268618,0.000016779577,0.000049411607,0.00009696667,0.000023711069],"domain_scores_gemma":[0.9998072,0.00005041797,0.000043031847,0.000024465038,0.00005651485,0.00001845345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027796417,0.00034417218,0.00024512535,0.0001522682,0.0003028238,0.00043691957,0.0006647051,0.0003353973,0.0012234098],"category_scores_gemma":[0.0006800671,0.00011864534,0.00020755829,0.00010464961,0.0003610778,0.0004051827,0.0005252125,0.00038597785,0.00023391827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005500326,0.0002087547,0.0010858906,0.0003830074,0.00006009005,0.00034352147,0.00037410008,0.12486096,0.32224777,0.017705634,0.001710841,0.5304695],"study_design_scores_gemma":[0.00005159055,0.0006288025,0.0014574012,0.000026140628,0.000044825338,0.00020773888,0.00002859207,0.9307562,0.05662721,0.0042298296,0.00590829,0.000033277294],"about_ca_topic_score_codex":0.0003776728,"about_ca_topic_score_gemma":0.00042689283,"teacher_disagreement_score":0.0012234098,"about_ca_system_score_codex":0.0001924718,"about_ca_system_score_gemma":0.00015909657,"threshold_uncertainty_score":0.004092753},"labels":[],"label_agreement":null},{"id":"W2076346714","doi":"10.1115/1.2431816","title":"Parameter Identification for a High-Performance Hydrostatic Actuation System Using the Variable Structure Filter Concept","year":2006,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Actuator; Reliability (semiconductor); Control theory (sociology); Reliability engineering; Variable (mathematics); Identification (biology); Filter (signal processing); Aerospace; Condition-based maintenance; Computer science; State variable; Hydrostatic equilibrium; Engineering; Control engineering; Control (management); Mathematics; Aerospace engineering; Artificial intelligence","score_opus":0.009512081269735238,"score_gpt":0.18919164101535849,"score_spread":0.17967955974562325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076346714","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060382476,0.00018577723,0.9930976,0.000052357413,0.000015436402,0.000015187697,0.000009769864,0.00010090732,0.00048467232],"genre_scores_gemma":[0.73436326,0.0009366095,0.2605366,0.00009099699,0.00009175207,0.00017458155,0.00010471342,0.000041085044,0.0036603464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981827,0.000041121337,0.000011115691,0.000043280175,0.000074208394,0.000011980352],"domain_scores_gemma":[0.9996816,0.00018802124,0.00005166138,0.000018505338,0.000053903008,0.000006297661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043128477,0.00050323486,0.00036842155,0.00024987018,0.00024065754,0.0005147713,0.00034352264,0.0006618034,0.0011448441],"category_scores_gemma":[0.0009058987,0.00016413098,0.0003890384,0.00020728458,0.00039783213,0.0007042348,0.00023267772,0.0006363016,0.00031366549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025230562,0.00007839601,0.0012455508,0.00059123867,0.00012189236,0.000249262,0.00034594908,0.4750232,0.16030893,0.04449886,0.0013901618,0.3158942],"study_design_scores_gemma":[0.000019096567,0.00016578347,0.0004793038,0.000014639487,0.000017652934,0.000080910744,0.000013410191,0.9839804,0.009350094,0.0033443521,0.0025163328,0.000018074837],"about_ca_topic_score_codex":0.001756621,"about_ca_topic_score_gemma":0.0013194217,"teacher_disagreement_score":0.001756621,"about_ca_system_score_codex":0.0002952289,"about_ca_system_score_gemma":0.00048355767,"threshold_uncertainty_score":0.0038298965},"labels":[],"label_agreement":null},{"id":"W2077118533","doi":"10.4271/2012-32-0040","title":"Optimization of an Automotive Grade Stepper Motor Idle Air Control Valve for the Small Engine Market","year":2012,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Automotive engineering; Automotive industry; Stepper motor; Idle; Stepper; Automotive engine; Computer science; Manufacturing engineering; Engineering; Mechanical engineering; Materials science; Aerospace engineering; Operating system","score_opus":0.01150984917976606,"score_gpt":0.22364775091587646,"score_spread":0.2121379017361104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077118533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7221911,0.0018134274,0.2311573,0.00036412358,0.00025043025,0.00051174196,0.0003159805,0.0018886266,0.041507192],"genre_scores_gemma":[0.9798339,0.00011795854,0.016124683,0.000017158061,0.000008784692,0.00004486091,0.00008764672,0.00007107785,0.0036939925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997223,0.000028531342,0.000011187107,0.000059789687,0.00013555927,0.00004264256],"domain_scores_gemma":[0.9997433,0.00005868919,0.000042112977,0.000017557277,0.00010944057,0.000029006635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037693567,0.00044991632,0.00037662443,0.00036776724,0.0002751883,0.0011657203,0.0005893349,0.00038530395,0.004436323],"category_scores_gemma":[0.0006625023,0.00020254577,0.00034704545,0.00014874428,0.00015965673,0.00038815712,0.00023710568,0.00037530868,0.0008618289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011936744,0.0005539813,0.003343134,0.0009339711,0.0000916214,0.00035463594,0.00013615248,0.09878953,0.73718584,0.004496474,0.0040287725,0.14889218],"study_design_scores_gemma":[0.00032530414,0.006529971,0.014279708,0.00006193611,0.00023566221,0.0003434245,0.00024499887,0.57717055,0.36022767,0.0008309364,0.03965373,0.00009610361],"about_ca_topic_score_codex":0.0014744203,"about_ca_topic_score_gemma":0.0020301417,"teacher_disagreement_score":0.004436323,"about_ca_system_score_codex":0.0007409567,"about_ca_system_score_gemma":0.00054364244,"threshold_uncertainty_score":0.0148409605},"labels":[],"label_agreement":null},{"id":"W2078189593","doi":"10.1002/eqe.994","title":"Comparison between real‐time dynamic substructuring and shake table testing techniques for nonlinear seismic applications","year":2010,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Polytechnique Montréal","keywords":"Earthquake shaking table; Structural engineering; Bracing; Diagonal; Nonlinear system; Engineering; Shake; Earthquake engineering; Stiffness; Structural system; Brace; Mathematics; Mechanical engineering; Physics","score_opus":0.0074129683772295105,"score_gpt":0.23595374482117296,"score_spread":0.22854077644394344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078189593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89955,0.00040501833,0.0976418,0.00008217283,0.00005408204,0.000041684052,0.00008425004,0.0005492198,0.001591801],"genre_scores_gemma":[0.96935254,0.00011551682,0.02940954,0.000019777604,0.000011465935,0.000022194674,0.00007386663,0.000033901404,0.00096125354],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992704,0.00017755723,0.00003838645,0.000093946175,0.000383055,0.000036660684],"domain_scores_gemma":[0.99781525,0.00095881,0.00029658971,0.0003632791,0.0004999506,0.00006620336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008542194,0.00046424975,0.0002027587,0.00057844253,0.000080131394,0.00030598216,0.00080403377,0.00040915536,0.0017496754],"category_scores_gemma":[0.003102921,0.00019520734,0.00016713576,0.0002948126,0.00030968705,0.0004196765,0.00028035635,0.00015748943,0.00026485452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001971787,0.00022791691,0.008626982,0.00045716795,0.000045595116,0.00022169946,0.00043683802,0.027800888,0.6794691,0.00049038074,0.00040223624,0.27984944],"study_design_scores_gemma":[0.00023588674,0.0036609194,0.05790709,0.0000517994,0.00013130663,0.0016455383,0.00029795992,0.3276645,0.60322976,0.0003928747,0.004652595,0.00012978702],"about_ca_topic_score_codex":0.00056151836,"about_ca_topic_score_gemma":0.0011156315,"teacher_disagreement_score":0.0017496754,"about_ca_system_score_codex":0.00024263201,"about_ca_system_score_gemma":0.0001637441,"threshold_uncertainty_score":0.0058532357},"labels":[],"label_agreement":null},{"id":"W2080110710","doi":"10.1520/gtj11302j","title":"Variable-Head Field Permeability Tests in Driven Flush-Joint Casings: Physical and Numerical Modeling","year":2003,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Polytechnique Montréal","funders":"","keywords":"Geotechnical engineering; Permeability (electromagnetism); Head (geology); Geology; Joint (building); Hydraulic head; Engineering; Structural engineering; Geomorphology","score_opus":0.03755676416816776,"score_gpt":0.25927899023796896,"score_spread":0.22172222606980121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080110710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97016406,0.00010015846,0.02488115,0.00007771569,0.000024587715,0.000101726415,0.0002281361,0.0003298178,0.004092621],"genre_scores_gemma":[0.9961564,0.000027590542,0.0029368007,0.000004458658,0.000001513143,0.000028410328,0.000035032393,0.000008148286,0.0008015703],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983585,0.000032103744,0.000014893025,0.000038244565,0.000048307735,0.000030656956],"domain_scores_gemma":[0.9993799,0.0003856036,0.000064447195,0.000050068655,0.0000891138,0.000030858293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004125774,0.00040206013,0.00040260897,0.0006208935,0.0003730404,0.00064934226,0.00083934236,0.0010693627,0.0011913934],"category_scores_gemma":[0.0010342648,0.00028326316,0.00037220473,0.00032610638,0.00089742703,0.0005506662,0.000310838,0.0003728118,0.00013069164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015930831,0.00016347968,0.0074191373,0.000071407754,0.00001189859,0.00019325379,0.000062133025,0.9616354,0.0229681,0.0010322847,0.0002407469,0.0060428684],"study_design_scores_gemma":[0.000009790202,0.000054543998,0.0016832169,0.0000028276456,0.0000036277922,0.000011023157,0.000015702259,0.99267584,0.005284441,0.00013252403,0.00011626225,0.000010140182],"about_ca_topic_score_codex":0.024311168,"about_ca_topic_score_gemma":0.017966243,"teacher_disagreement_score":0.024311168,"about_ca_system_score_codex":0.0011418408,"about_ca_system_score_gemma":0.00070123887,"threshold_uncertainty_score":0.048339307},"labels":[],"label_agreement":null},{"id":"W2080312299","doi":"10.1088/1755-1315/12/1/012076","title":"Steady-state capabilities for hydroturbines with OpenFOAM","year":2010,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"Chalmers Tekniska Högskola","keywords":"Turbomachinery; Solver; Computer science; Computational fluid dynamics; Domain (mathematical analysis); Frame (networking); Coupling (piping); Steady state (chemistry); Mechanical engineering; Engineering; Aerospace engineering; Telecommunications; Mathematics","score_opus":0.008310351855503462,"score_gpt":0.18514961958204632,"score_spread":0.17683926772654285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080312299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063243106,0.0006761073,0.8468984,0.0003997308,0.00017760528,0.00021528827,0.001952577,0.043340795,0.043096486],"genre_scores_gemma":[0.6260736,0.0008870816,0.33193263,0.00019907144,0.000068963906,0.0007070412,0.006218982,0.0051637543,0.028748903],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963486,0.00003117665,0.000031866773,0.000034544377,0.00021526929,0.000052391173],"domain_scores_gemma":[0.9991912,0.00021718242,0.000061175684,0.00015857824,0.0003212792,0.000050576884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074079575,0.000584322,0.0006064091,0.00066857686,0.0008862342,0.0010632282,0.001979844,0.00081538846,0.018986205],"category_scores_gemma":[0.0020404235,0.0004990139,0.00068617077,0.000551226,0.00055636774,0.002038335,0.00201377,0.0010784392,0.0026508574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009027993,0.00030971537,0.008246146,0.001340227,0.00014948176,0.00092872,0.0012189733,0.3105195,0.10442057,0.11678899,0.051408518,0.40376636],"study_design_scores_gemma":[0.00016726952,0.0001437184,0.0025363162,0.00016683794,0.000043823737,0.0004478145,0.000087680535,0.743745,0.05914266,0.017454132,0.1759149,0.00014974753],"about_ca_topic_score_codex":0.009183553,"about_ca_topic_score_gemma":0.007675384,"teacher_disagreement_score":0.018986205,"about_ca_system_score_codex":0.0009589416,"about_ca_system_score_gemma":0.0018015888,"threshold_uncertainty_score":0.06351513},"labels":[],"label_agreement":null},{"id":"W2080712517","doi":"10.1115/dscc2013-3977","title":"Development of Nonlinear Control Algorithms for Shaking Table Tests","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Council","keywords":"Earthquake shaking table; Nonlinear system; Control theory (sociology); Actuator; Acceleration; Controller (irrigation); Computer science; System identification; Engineering; Lyapunov function; Nonlinear system identification; Control engineering; Structural engineering; Control (management); Data modeling; Artificial intelligence","score_opus":0.018887150976444802,"score_gpt":0.2333488279827907,"score_spread":0.21446167700634589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080712517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007732917,0.00006421895,0.9887262,0.000030071616,0.000024067665,0.000066050045,0.000009373535,0.00020193875,0.0031451418],"genre_scores_gemma":[0.7307256,0.00027341186,0.26181072,0.0000503288,0.000033248274,0.00037874072,0.0000902786,0.00006399838,0.0065736477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997403,0.000035562385,0.000016932703,0.00004789035,0.00013638359,0.000023004352],"domain_scores_gemma":[0.9995772,0.00014433236,0.00006227551,0.000030693725,0.00016955302,0.000015829335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048281823,0.00060192856,0.0003525537,0.00021040245,0.00020893369,0.00045891223,0.00068156654,0.00044737896,0.0016149145],"category_scores_gemma":[0.0012559646,0.00020001881,0.00025066666,0.00014284179,0.0004156473,0.00034041522,0.00055486185,0.000741243,0.00041243152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009720281,0.000057273734,0.00054456166,0.00020646102,0.000020994492,0.00010545871,0.00015473866,0.77821827,0.040508587,0.017459655,0.00075697683,0.16186982],"study_design_scores_gemma":[0.0000061831797,0.00005428704,0.000091457194,0.0000075499834,0.0000025182396,0.000010560156,0.0000063150733,0.99455345,0.0037898463,0.0005810937,0.0008921169,0.000004713853],"about_ca_topic_score_codex":0.0024883589,"about_ca_topic_score_gemma":0.0015859643,"teacher_disagreement_score":0.0024883589,"about_ca_system_score_codex":0.00039056662,"about_ca_system_score_gemma":0.0006590736,"threshold_uncertainty_score":0.005402446},"labels":[],"label_agreement":null},{"id":"W2080992909","doi":"10.1243/095440605x31409","title":"SEWHAPM: Development of a Water Hydraulic Axial Piston Motor for Underwater Tool Systems","year":2005,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Hydrostatic equilibrium; Bearing (navigation); Lubrication; Axial piston pump; Mechanical engineering; Hydraulic motor; Piston pump; Rigidity (electromagnetism); Hydrostatic pressure; Oil pressure; Materials science; Structural engineering; Engineering; Hydraulic pump; Mechanics; Computer science; Physics","score_opus":0.014418631047235985,"score_gpt":0.21441505037967634,"score_spread":0.19999641933244036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080992909","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113535024,0.0024263088,0.8595231,0.00045424167,0.00034681018,0.0010240751,0.00038065464,0.004678387,0.017631356],"genre_scores_gemma":[0.3904446,0.001549545,0.58278906,0.00012406014,0.000068894704,0.0006879599,0.0008017136,0.00027718942,0.02325697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958855,0.000023362134,0.000023167753,0.000059470527,0.00027098367,0.00003459559],"domain_scores_gemma":[0.9998196,0.000015347283,0.00002173222,0.00001679746,0.00010265638,0.000024020117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045819275,0.0006100726,0.00037829747,0.0005193014,0.00024171811,0.00028518468,0.0011934936,0.0005970078,0.0021665834],"category_scores_gemma":[0.0004160106,0.00030515422,0.00028990093,0.00031484594,0.00024067798,0.00077948975,0.0005897279,0.0005854903,0.001243722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114805574,0.00016672075,0.0021053292,0.0009093288,0.000036911886,0.00046693382,0.00017495647,0.009052928,0.55843407,0.008036201,0.006691954,0.4138099],"study_design_scores_gemma":[0.00014333562,0.00267871,0.010763945,0.000113681985,0.000049967508,0.0017999186,0.00010755602,0.15068223,0.5449542,0.0013467338,0.28723413,0.00012566277],"about_ca_topic_score_codex":0.0007151626,"about_ca_topic_score_gemma":0.00077877846,"teacher_disagreement_score":0.0021665834,"about_ca_system_score_codex":0.00030412755,"about_ca_system_score_gemma":0.00075667293,"threshold_uncertainty_score":0.007247925},"labels":[],"label_agreement":null},{"id":"W2081243952","doi":"10.1109/tcst.2011.2160641","title":"Regularized ${\\rm RLS}$-$\\lambda$ and DHOBE: An Adaptive Feedforward for a Solenoid Valve","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Control theory (sociology); Feed forward; Setpoint; Adaptive control; Mathematics; Parametric statistics; Algorithm; Regularization (linguistics); Computer science; Engineering; Control engineering; Artificial intelligence","score_opus":0.018724733717444892,"score_gpt":0.20457434746948946,"score_spread":0.18584961375204456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081243952","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036979456,0.0001571651,0.95983833,0.00007800691,0.00006282621,0.000028105018,0.000037249898,0.0012391312,0.0015796882],"genre_scores_gemma":[0.7553242,0.000105745894,0.23899283,0.00007410221,0.00002099264,0.00005482196,0.00010373006,0.000085215506,0.0052383775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998702,0.000023035773,0.000007607607,0.000029085668,0.00005967365,0.000010390812],"domain_scores_gemma":[0.999846,0.000051251744,0.000020984206,0.000025907784,0.000047349648,0.000008507487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026803117,0.00032701826,0.00027295237,0.0001530258,0.00013081694,0.0002782529,0.00064030086,0.00040304734,0.001301734],"category_scores_gemma":[0.00052144215,0.0001599557,0.00022423542,0.000121889265,0.00021728406,0.0003140865,0.00029523397,0.0004079344,0.00034905018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049727585,0.00013374377,0.00095089857,0.0003039615,0.000050643153,0.00022725038,0.00012683164,0.3516958,0.2052655,0.0058006877,0.0026318564,0.43231553],"study_design_scores_gemma":[0.000019385448,0.00013133205,0.00037898714,0.0000066444,0.000007349821,0.000053859152,0.000006907218,0.966769,0.029963639,0.0005016975,0.0021448918,0.000016238644],"about_ca_topic_score_codex":0.0017288564,"about_ca_topic_score_gemma":0.0017990316,"teacher_disagreement_score":0.0017288564,"about_ca_system_score_codex":0.0001591357,"about_ca_system_score_gemma":0.00032118996,"threshold_uncertainty_score":0.0043547153},"labels":[],"label_agreement":null},{"id":"W2081309330","doi":"10.1115/1.1870037","title":"Analysis of a Pressure-Compensated Flow Control Valve","year":2004,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Body orifice; Pressure drop; Globe valve; Flow control valve; Butterfly valve; Control theory (sociology); Control valves; Flow coefficient; Ball valve; Volumetric flow rate; Nonlinear system; Flow control (data); Flow (mathematics); Valve actuator; Mechanics; Orifice plate; Materials science; Computer science; Engineering; Mechanical engineering; Control (management); Physics","score_opus":0.008581752967146907,"score_gpt":0.19321432966932583,"score_spread":0.18463257670217892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081309330","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19012338,0.0007698875,0.7560743,0.0006528868,0.00011623065,0.00022914768,0.00034970284,0.0009535368,0.050730962],"genre_scores_gemma":[0.98116577,0.00021552535,0.007018698,0.000045015462,0.000024745983,0.00006359177,0.00008100536,0.00003239993,0.011353198],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975675,0.000033961907,0.0000066678563,0.000051799063,0.000112388494,0.0000384343],"domain_scores_gemma":[0.9997336,0.000099833094,0.00005276104,0.000016332437,0.00008293901,0.000014444396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895686,0.00048367845,0.00071379874,0.00037488923,0.000593369,0.00090765726,0.00064374204,0.0012541823,0.0029101532],"category_scores_gemma":[0.0009200567,0.0003318593,0.0005252956,0.00015570656,0.0009708692,0.00055775937,0.0004906895,0.00047851316,0.0003744744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010285926,0.000045051474,0.0006639778,0.0001305479,0.00002622862,0.0003042035,0.00013520026,0.9402996,0.036055624,0.015158191,0.00069949194,0.0063791377],"study_design_scores_gemma":[0.0000068166837,0.000032679633,0.00014446239,0.0000033788408,0.0000043383643,0.000025852509,0.0000060239004,0.9973902,0.0014192727,0.00056103,0.00039981105,0.000006080655],"about_ca_topic_score_codex":0.009083599,"about_ca_topic_score_gemma":0.0020544543,"teacher_disagreement_score":0.009083599,"about_ca_system_score_codex":0.0009783854,"about_ca_system_score_gemma":0.0010154335,"threshold_uncertainty_score":0.018061459},"labels":[],"label_agreement":null},{"id":"W2082697805","doi":"10.1115/imece2002-32708","title":"Vibration Analysis of Steam Generators and Heat Exchangers: An Overview — Part II: Vibration, Response, Fretting-Wear, Guidelines","year":2002,"lang":"en","type":"article","venue":"5th International Symposium on Fluid Structure Interaction, Aeroelasticity, and Flow Induced Vibration and Noise","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada); Polytechnique Montréal","funders":"Atomic Energy of Canada Limited","keywords":"Heat exchanger; Vibration; Vortex-induced vibration; Mechanical engineering; Reboiler; Nuclear engineering; Shell and tube heat exchanger; Materials science; Engineering; Acoustics","score_opus":0.05007439483542378,"score_gpt":0.29218334819547725,"score_spread":0.24210895336005347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082697805","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019002812,0.02960727,0.94324577,0.00047478467,0.00035752874,0.0001954493,0.0001636136,0.0013933734,0.005559383],"genre_scores_gemma":[0.38109764,0.067327626,0.5140038,0.0006234847,0.0012405737,0.0008655378,0.0013478732,0.0008682925,0.03262517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989492,0.00028014855,0.00011430464,0.00015150732,0.0004668379,0.0000380545],"domain_scores_gemma":[0.9987268,0.000695472,0.00008978486,0.00007068591,0.00039044788,0.00002694252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012269731,0.0013767462,0.00078951154,0.0017921116,0.00033271717,0.00087310263,0.0011588201,0.0015837423,0.0027757753],"category_scores_gemma":[0.001904274,0.00079779467,0.00054985506,0.00063753687,0.00076714176,0.00074613816,0.0004718949,0.000786192,0.002030219],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019424423,0.00025524985,0.0026090739,0.0028735825,0.000101457525,0.00023425132,0.0005027642,0.08943939,0.19394968,0.007455358,0.01271682,0.6896682],"study_design_scores_gemma":[0.00012464456,0.0020071033,0.026863428,0.0018441513,0.0002470984,0.001298366,0.00090202625,0.50768584,0.22858079,0.028719237,0.2013611,0.00036628084],"about_ca_topic_score_codex":0.001583887,"about_ca_topic_score_gemma":0.0033619967,"teacher_disagreement_score":0.0027757753,"about_ca_system_score_codex":0.00040762092,"about_ca_system_score_gemma":0.0005105778,"threshold_uncertainty_score":0.009285927},"labels":[],"label_agreement":null},{"id":"W2083449474","doi":"10.1016/j.mechatronics.2006.04.004","title":"Failure monitoring in a high performance hydrostatic actuation system using the extended Kalman filter","year":2006,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","funders":"","keywords":"Actuator; Kalman filter; Hydrostatic equilibrium; Control theory (sociology); Engineering; Hydraulic machinery; Ball screw; Extended Kalman filter; Downtime; Robustness (evolution); Throttle; Mechanical system; Control engineering; Aerospace; Computer science; Automotive engineering; Mechanical engineering; Reliability engineering; Artificial intelligence; Aerospace engineering","score_opus":0.00956792175179676,"score_gpt":0.20143661290816509,"score_spread":0.19186869115636832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083449474","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4167811,0.00020672301,0.5805889,0.00014301257,0.000041355805,0.000022856908,0.000052421317,0.0008940366,0.0012696302],"genre_scores_gemma":[0.99225485,0.000024891322,0.007145709,0.000010392865,0.0000066378598,0.000007615585,0.000016176837,0.000007946978,0.0005257426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998361,0.000026534355,0.000011563371,0.000045081048,0.00006191242,0.000018824954],"domain_scores_gemma":[0.9994764,0.0002468837,0.00009009344,0.000037906615,0.00012143439,0.0000273781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032299643,0.00036201344,0.0004860934,0.00025538722,0.00028719997,0.00033591536,0.0003122164,0.00035627995,0.0006547191],"category_scores_gemma":[0.0011305759,0.00019709536,0.00013254986,0.00014593854,0.00023175757,0.00049637293,0.0003929008,0.00031176815,0.00011163818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011714445,0.00015358778,0.013773207,0.00018877428,0.00012494615,0.00040415511,0.0003317686,0.617288,0.10662891,0.0023876748,0.0011035333,0.25644398],"study_design_scores_gemma":[0.000012808147,0.000087848006,0.0038777087,0.0000037047628,0.000014172055,0.000032687232,0.000010294031,0.9897093,0.0057156077,0.00033621863,0.00018990556,0.000009782901],"about_ca_topic_score_codex":0.003960242,"about_ca_topic_score_gemma":0.004337649,"teacher_disagreement_score":0.003960242,"about_ca_system_score_codex":0.00023313319,"about_ca_system_score_gemma":0.0003367627,"threshold_uncertainty_score":0.007874429},"labels":[],"label_agreement":null},{"id":"W2083589682","doi":"10.1109/vppc.2010.5729004","title":"Estimation of spring torque in an electronic throttle valve","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Torque; Direct torque control; Damping torque; Stall torque; Throttle; Torque motor; Control theory (sociology); Torque limiter; Spring (device); Computer science; Controller (irrigation); Engineering; Automotive engineering; Induction motor; Physics; Control (management); Mechanical engineering; Electrical engineering; Voltage","score_opus":0.0052785866009397685,"score_gpt":0.2242771456059333,"score_spread":0.21899855900499351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083589682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072835766,0.00016164006,0.92571735,0.000048684407,0.00004100033,0.00002155293,0.000016043225,0.0003073298,0.0008506524],"genre_scores_gemma":[0.9214673,0.00018778433,0.076466404,0.00002395728,0.00002793242,0.000019494579,0.000030863746,0.000026236576,0.0017501406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996909,0.000050306066,0.000017399476,0.00007740822,0.00013456067,0.000029522518],"domain_scores_gemma":[0.99951005,0.00027475684,0.0000727725,0.000033057262,0.00009539573,0.000013844691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049566093,0.00046181006,0.00049915665,0.00036332986,0.00021147061,0.0005625198,0.0004271163,0.0008106522,0.00051866303],"category_scores_gemma":[0.001550813,0.00030517197,0.00028606888,0.0001805616,0.0002983419,0.00045238828,0.00022204511,0.00035579273,0.0001793856],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007492255,0.00014259617,0.0048557194,0.000429174,0.00009138155,0.0002946082,0.0003337642,0.3906182,0.31165645,0.0041784495,0.0006164915,0.2860339],"study_design_scores_gemma":[0.00002858937,0.00018461754,0.004781676,0.000019074378,0.000025337595,0.00008280658,0.00002635766,0.9294202,0.06362563,0.0006362567,0.0011411654,0.000028317392],"about_ca_topic_score_codex":0.0019775108,"about_ca_topic_score_gemma":0.0019293737,"teacher_disagreement_score":0.0019775108,"about_ca_system_score_codex":0.00025600058,"about_ca_system_score_gemma":0.0003357521,"threshold_uncertainty_score":0.003931999},"labels":[],"label_agreement":null},{"id":"W2083771","doi":"10.1007/978-1-4419-9985-6_12","title":"Modeling and H ∞ PID Plus Feedforward Controller Design for an Electrohydraulic Actuator System","year":2012,"lang":"en","type":"book-chapter","venue":"Microsystems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Saskatchewan","funders":"","keywords":"PID controller; Feed forward; Control theory (sociology); Actuator; Control engineering; Computer science; Engineering; Control (management); Artificial intelligence; Temperature control","score_opus":0.031627062299256575,"score_gpt":0.21628374527986963,"score_spread":0.18465668298061305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083771","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010309087,0.00085290725,0.97178733,0.00019469533,0.00011153107,0.00006453132,0.000096790434,0.0006193296,0.015963806],"genre_scores_gemma":[0.86503386,0.0018096694,0.09041758,0.00020226488,0.00009774662,0.0003911278,0.0002772594,0.000120000725,0.04165054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998647,0.000022603132,0.000008511671,0.000030106214,0.000064491614,0.000009636014],"domain_scores_gemma":[0.9999311,0.00002293675,0.000009217766,0.00000806239,0.000025972704,0.0000027473839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860105,0.00070079626,0.00064683275,0.00018232105,0.00037880038,0.00088014494,0.0008980476,0.00091731077,0.0033227534],"category_scores_gemma":[0.00028717917,0.00038203815,0.00046282497,0.00020989831,0.0003491166,0.00069606444,0.000453076,0.00073859154,0.0009221002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008120532,0.000044483862,0.00015534094,0.00018969728,0.000024922552,0.00011605953,0.0001024505,0.92259526,0.018039709,0.010876759,0.0015721464,0.04620192],"study_design_scores_gemma":[0.0000063139178,0.000040673778,0.00012845706,0.000008532374,0.0000074313593,0.000020552816,0.000008382437,0.9948742,0.0015507793,0.0017462074,0.001600474,0.0000079994325],"about_ca_topic_score_codex":0.005912952,"about_ca_topic_score_gemma":0.004981069,"teacher_disagreement_score":0.005912952,"about_ca_system_score_codex":0.000458614,"about_ca_system_score_gemma":0.0005444314,"threshold_uncertainty_score":0.011757076},"labels":[],"label_agreement":null},{"id":"W2085832232","doi":"10.4028/www.scientific.net/amm.307.131","title":"Electro-Hydrostatic Actuator Modeling","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actuator; Hydrostatic equilibrium; Parametric statistics; Parametric model; Control engineering; Electro-hydraulic actuator; Identification (biology); Control theory (sociology); Engineering; System identification; Mechanical engineering; Computer science; Physics; Mathematics; Electrical engineering; Data modeling; Control (management); Artificial intelligence","score_opus":0.006209103944790003,"score_gpt":0.16841579726967837,"score_spread":0.16220669332488838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085832232","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025553303,0.0005134342,0.93132395,0.0003118302,0.00015016155,0.00019514283,0.0005285227,0.0017204091,0.039703175],"genre_scores_gemma":[0.8225664,0.0016090244,0.117922984,0.00012285961,0.000082666185,0.00059458555,0.00091120356,0.00018430277,0.056005947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998159,0.000018372586,0.000011485053,0.00002905592,0.000111310306,0.000014012175],"domain_scores_gemma":[0.9999083,0.000019478146,0.000014845068,0.000015867472,0.000035252582,0.0000060929788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014078397,0.0005108334,0.00048485372,0.00027772842,0.00034669472,0.0006353847,0.0013406875,0.00092703156,0.004826507],"category_scores_gemma":[0.0003078672,0.00031595095,0.00041651694,0.00019627396,0.00027318616,0.0008710266,0.00061208656,0.00050397456,0.0017423128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012963515,0.00009807125,0.00063770823,0.00050672796,0.000034727935,0.00074594264,0.00021813405,0.77983993,0.105321474,0.054734074,0.0034212167,0.05431242],"study_design_scores_gemma":[0.000012950114,0.000075436736,0.00042595473,0.000017699644,0.000011046363,0.00017844037,0.00002261717,0.9681331,0.010800473,0.003106242,0.017198486,0.000017488934],"about_ca_topic_score_codex":0.0018499144,"about_ca_topic_score_gemma":0.0012093241,"teacher_disagreement_score":0.004826507,"about_ca_system_score_codex":0.00020967447,"about_ca_system_score_gemma":0.0006436439,"threshold_uncertainty_score":0.016146302},"labels":[],"label_agreement":null},{"id":"W2086492340","doi":"10.1115/1.4023666","title":"Dynamic Analysis of a Complex Pneumatic Valve Using Pseudobond Graph Modeling Technique","year":2013,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reducer; Computer science; MATLAB; Graph; System dynamics; Simulation; Bond graph; Control engineering; Control theory (sociology); Engineering; Theoretical computer science; Mechanical engineering; Artificial intelligence; Mathematics","score_opus":0.024385947300115642,"score_gpt":0.22629122505297403,"score_spread":0.20190527775285838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086492340","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15154316,0.00018727648,0.8406878,0.000106726875,0.00003098462,0.000056369503,0.00011782871,0.0007083227,0.006561547],"genre_scores_gemma":[0.97440594,0.00017819705,0.022697547,0.00001543149,0.0000050014214,0.000058399677,0.00007386016,0.00004140241,0.0025242523],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991035,0.000016563035,0.0000031176394,0.000020096471,0.000042353477,0.000007602748],"domain_scores_gemma":[0.99989665,0.000045656212,0.0000201021,0.000012793792,0.000020786703,0.000004049781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011741708,0.00043024795,0.0002454928,0.00026443216,0.00017616015,0.00036373068,0.00041478776,0.00042891194,0.0018023788],"category_scores_gemma":[0.00022966541,0.00016541965,0.00038032967,0.00015443478,0.00028238088,0.00059200934,0.00017800157,0.00025914836,0.00024088412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000682915,0.000045050452,0.0009212339,0.00012048012,0.00002707577,0.0001870262,0.0001128283,0.8923489,0.0760346,0.010604445,0.00037816924,0.019151963],"study_design_scores_gemma":[0.0000020106868,0.00003285961,0.0002166843,0.0000016863837,0.0000032298487,0.000019301739,0.0000063717303,0.9952609,0.0033380482,0.00064966397,0.00046480075,0.000004534551],"about_ca_topic_score_codex":0.0019568736,"about_ca_topic_score_gemma":0.0012354089,"teacher_disagreement_score":0.0019568736,"about_ca_system_score_codex":0.00023254687,"about_ca_system_score_gemma":0.00032721908,"threshold_uncertainty_score":0.006029606},"labels":[],"label_agreement":null},{"id":"W2088256590","doi":"10.4028/www.scientific.net/kem.501.436","title":"Energy Saving Study on Carbon Black Pneumatic Conveying","year":2012,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Booster (rocketry); Nozzle; Carbon black; Gas compressor; Energy (signal processing); Carbon fibers; Mechanical engineering; Engineering; Automotive engineering; Environmental science; Materials science; Composite material; Mathematics; Aerospace engineering; Natural rubber","score_opus":0.014054770998822743,"score_gpt":0.20358816178154085,"score_spread":0.1895333907827181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088256590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99192375,0.0005736454,0.0044633006,0.000038879934,0.000010511843,0.000010465271,0.00007259989,0.000042342213,0.0028643864],"genre_scores_gemma":[0.99796,0.00019938638,0.0007840887,0.000004662212,0.0000033294332,0.0000029546695,0.000050089202,0.0000042775155,0.0009912079],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990666,0.000014903529,0.0000033029862,0.000014886738,0.000048748698,0.000011440213],"domain_scores_gemma":[0.9998988,0.000041092382,0.000015276373,0.000009209367,0.000032040498,0.0000036245488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113928945,0.00023666708,0.00016340891,0.00030273607,0.000118224874,0.00015871186,0.00021706396,0.00016459661,0.001987149],"category_scores_gemma":[0.00023156295,0.000058502992,0.0001674695,0.0003686821,0.00012300807,0.000329009,0.000079786216,0.00009104196,0.000097752774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013439432,0.00011027655,0.004347337,0.0005639806,0.000033523986,0.00035427828,0.00014551397,0.025326941,0.88620704,0.0020828366,0.00052292435,0.07896149],"study_design_scores_gemma":[0.000055823315,0.001867101,0.019463308,0.00002142954,0.00006501688,0.0002025802,0.0001382277,0.06810518,0.9052936,0.00070159393,0.0040585906,0.000027581254],"about_ca_topic_score_codex":0.0006966949,"about_ca_topic_score_gemma":0.00052999397,"teacher_disagreement_score":0.001987149,"about_ca_system_score_codex":0.00020938978,"about_ca_system_score_gemma":0.00007591388,"threshold_uncertainty_score":0.006647706},"labels":[],"label_agreement":null},{"id":"W2088373757","doi":"10.1115/1.4023668","title":"A Methodology for Protective Vibration Monitoring of Hydropower Units Based on the Mechanical Properties","year":2013,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Uppsala Universitet; Energimyndigheten; Kungliga Tekniska Högskolan; Chalmers Tekniska Högskola; Centre for Energy Advancement through Technological Innovation","keywords":"Hydropower; Vibration; Standardization; Engineering; Specific speed; Structural engineering; Displacement (psychology); Hydraulic machinery; Mechanical engineering; Acceleration; Automotive engineering; Computer science; Impeller; Electrical engineering; Acoustics; Physics","score_opus":0.07231628997968777,"score_gpt":0.23260021712129617,"score_spread":0.16028392714160838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088373757","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008391742,0.0002233314,0.9887399,0.000024137507,0.000047379395,0.00023154127,0.00010596203,0.0011064946,0.0011294837],"genre_scores_gemma":[0.12825087,0.0003778326,0.8683243,0.000043973563,0.00002829497,0.0006301989,0.00022453857,0.00009722914,0.0020228282],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99841225,0.00019332844,0.00011750243,0.0004301962,0.0007890098,0.000057754678],"domain_scores_gemma":[0.9985537,0.00031686967,0.00027564977,0.00014784485,0.00066730566,0.00003855263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011742193,0.0008306401,0.000556051,0.0028474552,0.00046230404,0.0009182561,0.0011659109,0.00066832104,0.001679881],"category_scores_gemma":[0.0021374747,0.00044533028,0.00051529956,0.001191856,0.00050918857,0.0006753487,0.00050637906,0.0007016891,0.0009001537],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016811711,0.00020534237,0.005972141,0.00092027895,0.000079384656,0.00021439337,0.00051932625,0.015879715,0.35939807,0.007130627,0.0019377058,0.6075748],"study_design_scores_gemma":[0.00011667765,0.0018267398,0.033926837,0.00033200323,0.00023251784,0.0016707877,0.00057292514,0.3899033,0.51320386,0.009147869,0.048739366,0.0003271273],"about_ca_topic_score_codex":0.0007771808,"about_ca_topic_score_gemma":0.00088391674,"teacher_disagreement_score":0.0028474552,"about_ca_system_score_codex":0.00048728287,"about_ca_system_score_gemma":0.0006956284,"threshold_uncertainty_score":0.0062099695},"labels":[],"label_agreement":null},{"id":"W2089101604","doi":"10.1115/1.1640363","title":"Modeling of Swash Plate Axial Piston Pumps With Conical Cylinder Blocks","year":2004,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Swash; Conical surface; Piston (optics); Cylinder; Piston pump; Mechanical engineering; Axial piston pump; Position-sensing hydraulic cylinder; Engineering; Computer science; Mechanics; Hydraulic cylinder; Variable displacement pump; Physics; Optics","score_opus":0.026715994717874832,"score_gpt":0.22150421131594025,"score_spread":0.19478821659806542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089101604","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17269954,0.0008150942,0.7966476,0.00043183856,0.00008875547,0.00023773045,0.0005557832,0.00076904515,0.027754685],"genre_scores_gemma":[0.963085,0.0007897479,0.020514863,0.000036951344,0.000019076455,0.00035514485,0.00018834627,0.00006325939,0.014947587],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997763,0.000045357447,0.000015439322,0.00003950081,0.00008917091,0.00003426376],"domain_scores_gemma":[0.99974674,0.00009430594,0.000059362465,0.000017763383,0.00006629154,0.000015537444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038798843,0.00064557145,0.0009112865,0.00049412565,0.00052922894,0.0013222975,0.001374896,0.0016610816,0.0025601343],"category_scores_gemma":[0.0006756857,0.0005884133,0.000732093,0.00033634654,0.0008840708,0.001257577,0.0005311881,0.0005117772,0.00054364814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042708343,0.00002269491,0.00021395122,0.00006300024,0.00000942868,0.00008211822,0.00003862283,0.98202837,0.007226538,0.008021076,0.000145208,0.0021063525],"study_design_scores_gemma":[0.000005657742,0.00001600704,0.000066426786,0.0000024392614,0.0000033568963,0.000010472944,0.000004873763,0.99843484,0.0007551578,0.00036581856,0.00033129565,0.000003681359],"about_ca_topic_score_codex":0.0062777745,"about_ca_topic_score_gemma":0.0025342603,"teacher_disagreement_score":0.0062777745,"about_ca_system_score_codex":0.0007639945,"about_ca_system_score_gemma":0.0012222887,"threshold_uncertainty_score":0.012482464},"labels":[],"label_agreement":null},{"id":"W2089882346","doi":"10.1115/1.1898239","title":"Tip-Over Stability of Manipulator-Like Mobile Hydraulic Machines","year":2004,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Loader; Actuator; Hydraulic machinery; Excavator; Flexibility (engineering); Base (topology); Suspension (topology); Stability (learning theory); Hydraulic cylinder; Engineering; Control theory (sociology); Computer science; Mechanical engineering","score_opus":0.01175739552604794,"score_gpt":0.20223462481819515,"score_spread":0.19047722929214722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089882346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57556856,0.00024851126,0.4023729,0.00020062564,0.000029194436,0.00008260235,0.00012095335,0.00047464296,0.020902159],"genre_scores_gemma":[0.9952651,0.00005889039,0.0027010075,0.000008086073,0.000003619007,0.000031127725,0.000026849264,0.00001404587,0.001891226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987876,0.00003116894,0.0000043393993,0.00002262955,0.00003838587,0.000024769863],"domain_scores_gemma":[0.9997608,0.00011006412,0.000054403128,0.000018808194,0.000038127426,0.000017806951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002559952,0.00031083624,0.00040110538,0.00034598602,0.00040413672,0.0006204445,0.00046766986,0.0006791917,0.0018741265],"category_scores_gemma":[0.00087658083,0.00018879637,0.0004617447,0.0001319267,0.0007648268,0.00050532527,0.0004483109,0.00034009066,0.00028979813],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004722178,0.000017613798,0.0005504685,0.000018402803,0.000008776719,0.00010078717,0.000058006786,0.9895286,0.0038754852,0.0037908922,0.000080020276,0.0019237653],"study_design_scores_gemma":[0.0000047324957,0.000022994054,0.00013521292,0.0000016616109,0.0000012917201,0.000008285148,0.0000073206334,0.998684,0.00043336538,0.0005726089,0.00012622464,0.0000023338353],"about_ca_topic_score_codex":0.0033980266,"about_ca_topic_score_gemma":0.0013283766,"teacher_disagreement_score":0.0033980266,"about_ca_system_score_codex":0.00044169754,"about_ca_system_score_gemma":0.0004126321,"threshold_uncertainty_score":0.0067564845},"labels":[],"label_agreement":null},{"id":"W2090301054","doi":"10.1115/detc2002/mech-34353","title":"A Combined Scheme for Identification and Robust Torque Control of Hydraulic Actuators","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Control theory (sociology); Actuator; Torque; Rotary actuator; Control engineering; Hydraulic cylinder; Controller (irrigation); Engineering; Robust control; Robotics; Computer science; Robot; Control system; Artificial intelligence; Control (management)","score_opus":0.016681701992309575,"score_gpt":0.1949846142031311,"score_spread":0.1783029122108215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090301054","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004664145,0.00013869112,0.99338114,0.000040789502,0.000049150884,0.00004924613,0.000010421453,0.00051768747,0.0011487914],"genre_scores_gemma":[0.4645343,0.00015548899,0.5293149,0.00009273883,0.00011381774,0.00023180983,0.00007655913,0.00007708039,0.0054033296],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993886,0.00009216539,0.000047383535,0.00014530757,0.00028196396,0.000044493656],"domain_scores_gemma":[0.9995302,0.00013702823,0.000062815125,0.00014332881,0.000104508676,0.000022199061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006185283,0.000427681,0.00054519967,0.00035748607,0.00033697256,0.0004826698,0.0008929206,0.00065099983,0.002202479],"category_scores_gemma":[0.0011613707,0.0002646622,0.00035241072,0.00017189495,0.0005113961,0.0010072049,0.0010802257,0.000781956,0.0007456242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043662646,0.00013027298,0.0003535081,0.00047256454,0.00007793197,0.00022819314,0.00033991595,0.082447864,0.37534693,0.042346433,0.0017883375,0.49603143],"study_design_scores_gemma":[0.00010771727,0.00063516863,0.0005255183,0.000050696617,0.000050785606,0.0003908368,0.000029108316,0.86006176,0.10796412,0.0096746655,0.020437296,0.000072326155],"about_ca_topic_score_codex":0.0002902151,"about_ca_topic_score_gemma":0.000379846,"teacher_disagreement_score":0.002202479,"about_ca_system_score_codex":0.00023637862,"about_ca_system_score_gemma":0.0004376449,"threshold_uncertainty_score":0.007368028},"labels":[],"label_agreement":null},{"id":"W2092265543","doi":"10.1006/jfls.1999.0280","title":"EXPERIMENTAL CHARACTERIZATION OF CENTRIFUGAL PUMPS AS AN ACOUSTIC SOURCE AT THE BLADE-PASSING FREQUENCY","year":2000,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada); Atomic Energy (Canada)","funders":"","keywords":"Acoustics; Centrifugal pump; Piping; Volute; Superposition principle; Sound pressure; Acoustic resonance; Thermoacoustic heat engine; SIGNAL (programming language); Mechanics; Engineering; Resonance (particle physics); Physics; Mechanical engineering; Computer science; Impeller","score_opus":0.0059654926467129455,"score_gpt":0.215253576055126,"score_spread":0.20928808340841304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092265543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318063,0.00012432813,0.005307761,0.00004187206,0.00001781432,0.000032431224,0.00011940691,0.00008397376,0.0010918251],"genre_scores_gemma":[0.99732614,0.00006560388,0.0016751382,0.000009322587,0.000011079085,0.000024145646,0.00005796937,0.000019769486,0.00081087975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956125,0.00008224422,0.000017209202,0.00009237501,0.00017187266,0.0000750982],"domain_scores_gemma":[0.99864775,0.0006516522,0.00014038642,0.00012234868,0.00035786553,0.00008005708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953248,0.00044650814,0.00039717712,0.00024719612,0.00053485646,0.00030806893,0.00059845543,0.0007506798,0.0030047342],"category_scores_gemma":[0.0012980624,0.0003873356,0.0002388387,0.00023369091,0.0007552476,0.00056303904,0.00037967783,0.00041905843,0.0005098884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000919786,0.00017226435,0.0017118911,0.000084208645,0.000010271389,0.00007189557,0.00018845849,0.0005919086,0.9910252,0.0001793659,0.00012971365,0.004914928],"study_design_scores_gemma":[0.00010428461,0.0017287623,0.01674801,0.00001180668,0.000035254085,0.00017213968,0.00013333232,0.0069678132,0.97254497,0.00008056377,0.0014535463,0.000019619833],"about_ca_topic_score_codex":0.0006953985,"about_ca_topic_score_gemma":0.0005465801,"teacher_disagreement_score":0.0030047342,"about_ca_system_score_codex":0.00028759948,"about_ca_system_score_gemma":0.0003159639,"threshold_uncertainty_score":0.0100518465},"labels":[],"label_agreement":null},{"id":"W2094776095","doi":"10.1115/imece2003-42707","title":"Analysis and Optimization Design of Pressure Compensated Flow Control Valves","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Body orifice; Pressure drop; Globe valve; Flow control valve; Control valves; Butterfly valve; Flow coefficient; Valve actuator; Ball valve; Volumetric flow rate; Control theory (sociology); Flow control (data); Flow (mathematics); Pressure control; Materials science; Mechanics; Computer science; Engineering; Mechanical engineering; Control (management); Physics","score_opus":0.00916777627240215,"score_gpt":0.1912114744470868,"score_spread":0.18204369817468466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094776095","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13882774,0.0008338123,0.83434016,0.00034455294,0.000047800706,0.00017163863,0.00016585112,0.00046697038,0.024801586],"genre_scores_gemma":[0.97175646,0.00035110852,0.022215448,0.000033605775,0.000017571203,0.00012490348,0.000076243916,0.00004602025,0.0053786966],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963653,0.00008814241,0.000011175164,0.000059537735,0.00015145751,0.000053104057],"domain_scores_gemma":[0.9996196,0.00017934405,0.00007863496,0.000016382628,0.00009247085,0.000013504686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006721446,0.0006504854,0.0010752442,0.00044694377,0.00048133946,0.0010502512,0.000606375,0.0009707897,0.002084718],"category_scores_gemma":[0.0012070581,0.00057403697,0.00062766555,0.00024921566,0.00066330493,0.00055987044,0.00042633445,0.00038471015,0.00024222268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032097832,0.00002069907,0.00011607744,0.00006658155,0.000011824766,0.000034045082,0.000020211439,0.9887811,0.0045599258,0.0026385903,0.0001465158,0.0035723525],"study_design_scores_gemma":[0.00000651158,0.00003162483,0.00006910173,0.0000022833524,0.0000042310603,0.0000045895677,0.000002852675,0.99850816,0.00077589904,0.00035653543,0.00023507977,0.0000030952294],"about_ca_topic_score_codex":0.005041557,"about_ca_topic_score_gemma":0.002140419,"teacher_disagreement_score":0.005041557,"about_ca_system_score_codex":0.0011932232,"about_ca_system_score_gemma":0.0012293292,"threshold_uncertainty_score":0.010024428},"labels":[],"label_agreement":null},{"id":"W2095862500","doi":"10.23919/acc.2004.1383638","title":"Lyapunov-based friction compensation for accurate positioning of a hydraulic actuator","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Control theory (sociology); Lyapunov function; Uniqueness; Compensation (psychology); Actuator; Position (finance); Convergence (economics); Controller (irrigation); Exponential stability; Discontinuity (linguistics); Mathematics; Lyapunov stability; Computer science; Control (management); Nonlinear system; Mathematical analysis; Physics","score_opus":0.016018915570350782,"score_gpt":0.23117562917053425,"score_spread":0.21515671360018346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095862500","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06696086,0.0003914132,0.92898077,0.00009790398,0.00006957617,0.000025057932,0.000011351727,0.0005338934,0.0029291238],"genre_scores_gemma":[0.9751839,0.00011220228,0.022956356,0.000019829335,0.000012047361,0.000027429462,0.000013393445,0.000012334057,0.0016623815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998965,0.000018125695,0.0000059467948,0.000013306,0.00005276913,0.000013266821],"domain_scores_gemma":[0.99989784,0.00002595493,0.000026784854,0.00001017297,0.0000323148,0.0000069254706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275785,0.0002938549,0.0002328011,0.00020703886,0.0002128719,0.00030202372,0.00037764656,0.00025760135,0.00053380197],"category_scores_gemma":[0.00052118476,0.00013719912,0.00013431815,0.0001277766,0.00025297975,0.00020204928,0.00032719006,0.00028106046,0.00012739508],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022419907,0.0000636853,0.00075726205,0.00031538677,0.000043023836,0.0003897252,0.00041596286,0.58552223,0.19735351,0.038326196,0.0020141639,0.17457469],"study_design_scores_gemma":[0.0000137416655,0.0001247506,0.00025191522,0.000004991013,0.0000058920277,0.00003092341,0.0000081631415,0.99155384,0.0058066007,0.0009634933,0.0012292198,0.000006425914],"about_ca_topic_score_codex":0.0018074766,"about_ca_topic_score_gemma":0.0016629527,"teacher_disagreement_score":0.0018074766,"about_ca_system_score_codex":0.00031117426,"about_ca_system_score_gemma":0.00031129323,"threshold_uncertainty_score":0.003593862},"labels":[],"label_agreement":null},{"id":"W2096799782","doi":"10.1115/1.2807181","title":"Tracking Control of Hydraulic Actuators Using a LuGre Friction Model Compensation","year":2008,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Hydraulic cylinder; Actuator; Controller (irrigation); Compensation (psychology); Hydraulic machinery; Nonlinear system; Control engineering; Electro-hydraulic actuator; Observer (physics); Parametric statistics; Acceleration; Hydraulic motor; Displacement (psychology); Engineering; Computer science; Control (management); Mathematics; Mechanical engineering; Physics; Artificial intelligence","score_opus":0.033412865939903974,"score_gpt":0.213080257351639,"score_spread":0.17966739141173502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096799782","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11053969,0.00052282034,0.8838756,0.000118581665,0.00006999729,0.000037812526,0.000023342724,0.00078920554,0.0040229047],"genre_scores_gemma":[0.9745223,0.00017956781,0.022252465,0.00003096716,0.000017470817,0.000026171687,0.000023473016,0.000012500307,0.002935195],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998747,0.000019305728,0.000008505127,0.000030218036,0.000052203475,0.000015079587],"domain_scores_gemma":[0.99985445,0.000037572856,0.000043726075,0.000023425291,0.000032599655,0.000008161129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026099043,0.00029660933,0.00035058626,0.00015362083,0.00024955496,0.0004336245,0.0004865939,0.00037902343,0.0005605537],"category_scores_gemma":[0.0004206829,0.00015380669,0.00021978609,0.0001365187,0.00027071367,0.00042440876,0.00043835677,0.00026424692,0.00018440913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038040912,0.00016594448,0.0009812738,0.0003127773,0.00007382505,0.00037957964,0.00033051433,0.36164194,0.42507362,0.010060889,0.0011440843,0.1994551],"study_design_scores_gemma":[0.00002804079,0.00030563315,0.0008188545,0.000011272674,0.000016206339,0.00011882773,0.00001325731,0.9642339,0.030627089,0.0006744046,0.0031339691,0.000018651495],"about_ca_topic_score_codex":0.0016210427,"about_ca_topic_score_gemma":0.0018641709,"teacher_disagreement_score":0.0016210427,"about_ca_system_score_codex":0.00026816074,"about_ca_system_score_gemma":0.00030656092,"threshold_uncertainty_score":0.0032232404},"labels":[],"label_agreement":null},{"id":"W2096879176","doi":"10.1109/cca.1998.721606","title":"H/sub ∞/-based robust torque control of harmonic drive systems under free- and constrained-motion applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Torque; Frequency domain; Robust control; Motion control; Harmonic; Harmonic analysis; Robustness (evolution); Harmonic drive; Computer science; Control system; Stability (learning theory); Multiplicative function; Control engineering; Engineering; Control (management); Mathematics; Physics; Electronic engineering; Artificial intelligence; Robot","score_opus":0.013634392815294188,"score_gpt":0.1819965306212373,"score_spread":0.1683621378059431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096879176","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11073631,0.0002820582,0.8832413,0.00007124764,0.000034315777,0.00003523064,0.000035189845,0.0007200528,0.0048443526],"genre_scores_gemma":[0.980806,0.00005410055,0.017946227,0.000014361862,0.0000117972295,0.000017228876,0.000020093557,0.000024707722,0.0011054336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998913,0.000023090894,0.000008076375,0.000019896543,0.000041634543,0.000016073482],"domain_scores_gemma":[0.99976856,0.000102980885,0.000047642156,0.000025169758,0.000047260408,0.000008371779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028041622,0.0003357609,0.0003514545,0.000114560484,0.00017025314,0.00042713483,0.00041351788,0.00017994802,0.0011653507],"category_scores_gemma":[0.0006301933,0.00010244901,0.00015942824,0.000095860145,0.0003617809,0.00031922915,0.0003026209,0.00020007182,0.00019026431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007317709,0.00009892106,0.00074197794,0.00045806507,0.00008467043,0.00024455626,0.0002092408,0.6168212,0.1221614,0.022676505,0.0015474757,0.23422416],"study_design_scores_gemma":[0.000037856174,0.00036104137,0.00077844947,0.000008290472,0.000019575293,0.00006341427,0.00002842734,0.9585898,0.033327352,0.0043811575,0.002383589,0.000021017353],"about_ca_topic_score_codex":0.001434592,"about_ca_topic_score_gemma":0.0010984595,"teacher_disagreement_score":0.001434592,"about_ca_system_score_codex":0.00017288185,"about_ca_system_score_gemma":0.00021324916,"threshold_uncertainty_score":0.0038985014},"labels":[],"label_agreement":null},{"id":"W2099361874","doi":"10.1016/s0967-0661(00)00075-7","title":"Design and experimental evaluation of a robust force controller for an electro-hydraulic actuator via quantitative feedback theory","year":2000,"lang":"en","type":"article","venue":"Control Engineering Practice","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Quantitative feedback theory; Actuator; Nonlinear system; Robustness (evolution); Hydraulic cylinder; Plant; Electro-hydraulic actuator; Control engineering; Robust control; Controller (irrigation); Stiffness; Hydraulic machinery; Engineering; Computer science; Control system; Control (management); Structural engineering; Mechanical engineering","score_opus":0.02992011009818416,"score_gpt":0.28081918996950384,"score_spread":0.25089907987131965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099361874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62566495,0.00043464673,0.36406597,0.00043552017,0.00027483833,0.0012024485,0.00034444217,0.0026511296,0.004926032],"genre_scores_gemma":[0.9612324,0.00005669091,0.03709065,0.00003395402,0.000011749615,0.00027136662,0.000080945334,0.000045886238,0.0011762654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919397,0.00010776859,0.00007225022,0.00014260362,0.00039944236,0.00008400496],"domain_scores_gemma":[0.9975114,0.00089861755,0.0003804478,0.0003586565,0.00076026964,0.00009064773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012615114,0.0007987535,0.0004733153,0.00051826175,0.0006334136,0.0005907704,0.0012276915,0.0013811003,0.0028289615],"category_scores_gemma":[0.00361969,0.000463322,0.000305918,0.00017452204,0.0007077563,0.0008353175,0.0005725125,0.00050388474,0.00048009696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015623462,0.00089557923,0.0005889469,0.0006959702,0.00005087815,0.00014248025,0.00024662015,0.022367502,0.93028283,0.0020360395,0.00056967075,0.040561162],"study_design_scores_gemma":[0.00079447014,0.0077944077,0.0038953251,0.000036714104,0.00009480597,0.00023165667,0.000098236764,0.21797024,0.7646932,0.0005945255,0.0037124779,0.00008401058],"about_ca_topic_score_codex":0.0011801089,"about_ca_topic_score_gemma":0.00073513173,"teacher_disagreement_score":0.0028289615,"about_ca_system_score_codex":0.0004462707,"about_ca_system_score_gemma":0.0005790485,"threshold_uncertainty_score":0.009463787},"labels":[],"label_agreement":null},{"id":"W2099924624","doi":"10.1109/icra.2011.5980452","title":"Development and testing of a novel high speed SCARA type manipulator for robotic applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"SCARA; Actuator; Rotary actuator; Servomotor; Control theory (sociology); Servo; Electrohydraulic servo valve; Controller (irrigation); Control engineering; Torque; Robot; Manipulator (device); Computer science; Gimbal; Engineering; Mechanical engineering; Artificial intelligence; Aerospace engineering; Control (management); Physics","score_opus":0.10797153883774235,"score_gpt":0.23697833919986513,"score_spread":0.12900680036212278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099924624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6442821,0.00062446576,0.34772578,0.00020665309,0.00011048617,0.00057221303,0.0001426009,0.0014909889,0.004844703],"genre_scores_gemma":[0.6558245,0.00030785086,0.33941966,0.000058784128,0.000019462377,0.0003125244,0.00018162337,0.00004645876,0.0038291274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995603,0.000047725083,0.000022099244,0.00006506557,0.0002782353,0.000026575424],"domain_scores_gemma":[0.9995678,0.00009158981,0.00010356003,0.00007007703,0.000115672985,0.000051243544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058693375,0.00035824382,0.0002700393,0.00020006477,0.00029691236,0.00023770236,0.0006751051,0.00064462214,0.0013024334],"category_scores_gemma":[0.0006166591,0.00020936383,0.0002414956,0.00012242532,0.00031181035,0.0006082826,0.00032568508,0.0003411054,0.00037278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000939809,0.00011829278,0.0009556751,0.00023195305,0.000012156844,0.00026996163,0.00015589768,0.00433938,0.95978224,0.0010104916,0.000222247,0.032807823],"study_design_scores_gemma":[0.00020482116,0.008710041,0.009732842,0.00006651803,0.000052602274,0.0025478122,0.0001478222,0.07924888,0.8724598,0.0005349042,0.026222825,0.0000711284],"about_ca_topic_score_codex":0.00021728738,"about_ca_topic_score_gemma":0.00034006117,"teacher_disagreement_score":0.0013024334,"about_ca_system_score_codex":0.00018604792,"about_ca_system_score_gemma":0.00046573218,"threshold_uncertainty_score":0.00435704},"labels":[],"label_agreement":null},{"id":"W2100123450","doi":"10.1109/acc.2006.1657203","title":"QFT synthesis of a position controller for a pneumatic actuator in the presence of worst-case persistent disturbances","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Quantitative feedback theory; Position (finance); Controller (irrigation); Pneumatic actuator; Control engineering; Position tracking; Computer science; Upper and lower bounds; Stability (learning theory); Robust control; Engineering; Control (management); Control system; Mathematics","score_opus":0.008789723587582957,"score_gpt":0.20231776977363516,"score_spread":0.1935280461860522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100123450","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049858005,0.00008144333,0.99361235,0.000041657524,0.00003694307,0.00003731045,0.000010400297,0.00021479775,0.000979274],"genre_scores_gemma":[0.73619395,0.000261919,0.26035956,0.000108605826,0.000070758695,0.0002130804,0.00005611713,0.000058897578,0.0026770262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997403,0.000033061344,0.000019178777,0.00005986465,0.00012580863,0.00002171823],"domain_scores_gemma":[0.9994949,0.00021897488,0.000097485834,0.00004042084,0.0001304756,0.000017711447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057538884,0.00070113526,0.0005298001,0.00022362075,0.0003546057,0.0006424647,0.0005106732,0.00076025975,0.0015276377],"category_scores_gemma":[0.0012350361,0.00026231282,0.0003228093,0.00015115748,0.000503582,0.0003642194,0.00036159402,0.0005736399,0.00035053233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024710727,0.00008557432,0.0003664058,0.0008797044,0.000054930715,0.0004361045,0.00036811447,0.48009446,0.2581158,0.027358267,0.0014127744,0.23058067],"study_design_scores_gemma":[0.00007184689,0.0004005028,0.00023149302,0.000035217483,0.000025802126,0.00013398235,0.000019686402,0.9579563,0.033657316,0.0034632196,0.0039850273,0.000019639408],"about_ca_topic_score_codex":0.0011824111,"about_ca_topic_score_gemma":0.0008950189,"teacher_disagreement_score":0.0015276377,"about_ca_system_score_codex":0.00029282068,"about_ca_system_score_gemma":0.0007639021,"threshold_uncertainty_score":0.0051104426},"labels":[],"label_agreement":null},{"id":"W2100701919","doi":"10.1002/stc.1798","title":"A state space-based explicit integration method for real-time hybrid simulation","year":2015,"lang":"en","type":"article","venue":"Structural Control and Health Monitoring","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Toronto; National Science Council","keywords":"DSPACE; MATLAB; Robustness (evolution); Control theory (sociology); Numerical integration; Displacement (psychology); Co-simulation; Actuator; State space; Real-time simulation; Computer science; Engineering; Simulation; Control engineering; Algorithm; Mathematics; Artificial intelligence; Control (management)","score_opus":0.04463704959924449,"score_gpt":0.34135182145275134,"score_spread":0.29671477185350686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100701919","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017916248,0.00005067609,0.9964999,0.000029468554,0.000026081712,0.000024068811,0.0000145236945,0.000364735,0.0011988593],"genre_scores_gemma":[0.30916846,0.00022846673,0.6846549,0.000083289466,0.00003760317,0.00045389778,0.0001338121,0.00025677652,0.00498277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967647,0.00009449196,0.000021466272,0.00003317435,0.00015115706,0.000023309352],"domain_scores_gemma":[0.99946266,0.00025748703,0.00005456,0.000058532773,0.00014127516,0.000025406414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008255045,0.0005366553,0.0006238825,0.0003802666,0.00040466757,0.0006643676,0.0010742566,0.00073894736,0.0049356567],"category_scores_gemma":[0.0013842665,0.00038697204,0.00058584136,0.00029944043,0.0005498477,0.00058019045,0.00082401006,0.0012317976,0.0006712292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006160467,0.000051516385,0.00037421126,0.00011908791,0.00003915241,0.00008638329,0.00008880756,0.91376364,0.00913672,0.025155604,0.00095251895,0.050170705],"study_design_scores_gemma":[0.000004351585,0.000007283282,0.00001737758,0.0000026085754,0.0000019184874,0.000005462933,0.0000018957928,0.99806446,0.00052800064,0.00063247,0.0007313964,0.0000026919606],"about_ca_topic_score_codex":0.0035444195,"about_ca_topic_score_gemma":0.0029582263,"teacher_disagreement_score":0.0049356567,"about_ca_system_score_codex":0.00043206892,"about_ca_system_score_gemma":0.0008289863,"threshold_uncertainty_score":0.01651138},"labels":[],"label_agreement":null},{"id":"W2101665930","doi":"10.1109/uksim.2008.103","title":"Model of a Four-Position Unbalanced Hydraulic Valve","year":2008,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Wheeling; Control theory (sociology); Hydraulic machinery; Position (finance); Power (physics); Stiffness; Transient (computer programming); Engineering; Computer science; Automotive engineering; Control engineering; Mechanical engineering; Structural engineering","score_opus":0.03442114123440045,"score_gpt":0.2069710244053829,"score_spread":0.17254988317098244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101665930","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09818775,0.0010250569,0.77599764,0.0009077605,0.00036019378,0.00027911423,0.00070879475,0.0009101782,0.1216236],"genre_scores_gemma":[0.92805207,0.000580559,0.026531788,0.00009106687,0.000069851696,0.0002969239,0.0001798259,0.00005708158,0.044140805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997743,0.00003945442,0.000013978199,0.000058040776,0.0000861546,0.000028146105],"domain_scores_gemma":[0.9998765,0.000030250616,0.00002982875,0.00001276117,0.00003034018,0.000020233327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022286832,0.0005528664,0.0008458783,0.00052563194,0.0008766372,0.0014088845,0.001908495,0.0023539013,0.008232678],"category_scores_gemma":[0.0003385341,0.00039800073,0.0004901343,0.00036845054,0.0016155458,0.0010413284,0.0010389542,0.00067143206,0.0012479377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013884813,0.00006409149,0.0004619906,0.0001745187,0.000023052455,0.00061670016,0.00024014155,0.88215363,0.015753826,0.091222465,0.0009441867,0.008206511],"study_design_scores_gemma":[0.00003893327,0.00009213181,0.00016650665,0.0000112829675,0.0000111397185,0.0001116295,0.000033972097,0.98968095,0.0011114659,0.0049315384,0.003787999,0.000022428292],"about_ca_topic_score_codex":0.003663211,"about_ca_topic_score_gemma":0.0015513432,"teacher_disagreement_score":0.008232678,"about_ca_system_score_codex":0.0007716001,"about_ca_system_score_gemma":0.0010272802,"threshold_uncertainty_score":0.027541041},"labels":[],"label_agreement":null},{"id":"W2101972249","doi":"10.1109/robot.2001.933203","title":"Nonlinear control of a hydraulic parallel manipulator","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Lyapunov function; Controller (irrigation); Parametric statistics; Control engineering; Hydraulic machinery; Computer science; Tracking (education); Parallel manipulator; Hydraulic cylinder; Adaptive control; Position (finance); Robot; Engineering; Control (management); Mathematics; Artificial intelligence; Mechanical engineering","score_opus":0.0172152642224661,"score_gpt":0.19656849394941317,"score_spread":0.17935322972694706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101972249","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103724524,0.0005622423,0.8802033,0.0002856995,0.00023165131,0.00009645692,0.000057631012,0.0008677341,0.0139707625],"genre_scores_gemma":[0.95509076,0.0003503024,0.0356345,0.000057823967,0.00007663946,0.00013877083,0.00004777081,0.000012627452,0.008590911],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990904,0.000013608911,0.0000045393176,0.000019285982,0.000044691235,0.000008881113],"domain_scores_gemma":[0.9998934,0.000019976247,0.000029480863,0.000008002598,0.00004172383,0.0000074366826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021462994,0.0004066006,0.0002390346,0.00015757172,0.00035144362,0.00027201688,0.0005030526,0.0003091024,0.0013010051],"category_scores_gemma":[0.0002936398,0.00013437888,0.00013717388,0.00014926458,0.00040182986,0.00021800476,0.00045314425,0.00032667923,0.00021441396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019907845,0.000097704586,0.0006622536,0.00051570265,0.000040892133,0.00070403883,0.00021977602,0.58404213,0.16753808,0.015037041,0.0024903954,0.22845295],"study_design_scores_gemma":[0.000042194446,0.0003570413,0.00060778804,0.0000097096,0.000012770797,0.00012794747,0.000018336063,0.98574245,0.0070383293,0.0016994878,0.004329573,0.0000143611815],"about_ca_topic_score_codex":0.0023566138,"about_ca_topic_score_gemma":0.0024781853,"teacher_disagreement_score":0.0023566138,"about_ca_system_score_codex":0.00022256868,"about_ca_system_score_gemma":0.00041643475,"threshold_uncertainty_score":0.0046857595},"labels":[],"label_agreement":null},{"id":"W2102508367","doi":"10.1080/11762320903239454","title":"Design, Development and Control of a Hopping Machine – an Exercise in Biomechatronics","year":2010,"lang":"en","type":"article","venue":"Applied Bionics and Biomechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; iQmetrix (Canada)","funders":"","keywords":"Context (archaeology); Jump; Controller (irrigation); Simulation; Propulsion; Jumping; Computer science; Actuator; Control system; Control theory (sociology); Control engineering; Engineering; Control (management); Artificial intelligence","score_opus":0.008433514144392492,"score_gpt":0.18741488667439837,"score_spread":0.17898137253000587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102508367","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03450889,0.000774014,0.9526222,0.00024186865,0.00012877402,0.00021450294,0.000042232532,0.0014011372,0.0100663295],"genre_scores_gemma":[0.7042552,0.000995177,0.28046453,0.00011668894,0.000066667424,0.00044383196,0.00011742259,0.00009709299,0.013443335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997458,0.000031591637,0.000014051095,0.00005417079,0.00013628905,0.000018059762],"domain_scores_gemma":[0.99986136,0.00002755706,0.000020131163,0.000024888464,0.000051487837,0.000014509077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029349985,0.00036429495,0.00031425332,0.00022320302,0.00023493974,0.00045238613,0.00049917377,0.0006256716,0.0014196269],"category_scores_gemma":[0.00031845132,0.00020320559,0.00026763714,0.0001549865,0.00034054052,0.0003563479,0.00038336287,0.0004283971,0.0005943097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015590072,0.00016969172,0.0012766466,0.00074995303,0.000060833478,0.0003791807,0.00032517343,0.23112579,0.40640488,0.019813513,0.0026057686,0.33693272],"study_design_scores_gemma":[0.000089713154,0.0016856218,0.00424383,0.00013860488,0.000058320697,0.00068433344,0.00007911573,0.75246084,0.15433621,0.0063215755,0.07983055,0.00007129809],"about_ca_topic_score_codex":0.0005850278,"about_ca_topic_score_gemma":0.0003945207,"teacher_disagreement_score":0.0014196269,"about_ca_system_score_codex":0.0001977808,"about_ca_system_score_gemma":0.00048883026,"threshold_uncertainty_score":0.0047491193},"labels":[],"label_agreement":null},{"id":"W2103457961","doi":"10.2298/jac0302017p","title":"Experimental study on low velocity friction compensation and tracking control","year":2003,"lang":"en","type":"article","venue":"Journal of Automatic Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Control theory (sociology); PID controller; Tracking (education); Compensation (psychology); Motion control; Instability; Computer science; Position (finance); Encoder; Sampling (signal processing); Controller (irrigation); Robot; Physics; Mechanics; Artificial intelligence; Control (management); Computer vision","score_opus":0.012031665500211855,"score_gpt":0.23641929587608038,"score_spread":0.2243876303758685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103457961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667763,0.00046854527,0.028667552,0.000080253034,0.000060969098,0.00012948594,0.00016814354,0.00042668366,0.0032220632],"genre_scores_gemma":[0.9885411,0.00015157418,0.009477639,0.00002125398,0.000009434942,0.00006318124,0.00013413496,0.000025277857,0.0015763362],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990932,0.00009546104,0.000068514564,0.00018196995,0.00041845566,0.00014251107],"domain_scores_gemma":[0.99861956,0.00035249392,0.00020614782,0.00024074085,0.00050273945,0.00007829482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007547591,0.0004241788,0.00047777093,0.00042685133,0.000543372,0.00043301727,0.000613047,0.0007845549,0.0027972164],"category_scores_gemma":[0.002074473,0.0001745941,0.00020484238,0.00045832756,0.0005270688,0.00053199905,0.00035797546,0.0003777614,0.000351314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008066441,0.0005834604,0.00090218027,0.0002745649,0.000013939247,0.00014821839,0.00021093099,0.0025720461,0.97019714,0.0006440343,0.00023764875,0.023409192],"study_design_scores_gemma":[0.0001417131,0.0042970874,0.006813542,0.000030903004,0.000034594214,0.00023198439,0.00009006638,0.017940715,0.96730685,0.00023142356,0.0028551815,0.00002599464],"about_ca_topic_score_codex":0.0010845042,"about_ca_topic_score_gemma":0.0006416579,"teacher_disagreement_score":0.0027972164,"about_ca_system_score_codex":0.00030369696,"about_ca_system_score_gemma":0.0003110817,"threshold_uncertainty_score":0.009357631},"labels":[],"label_agreement":null},{"id":"W2104763799","doi":"10.1109/ccece.2011.6030650","title":"Modelling of robotic bulldozing operations for autonomous control","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Robotics; Nonlinear system; Computer science; Set (abstract data type); Robot; Mobile robot; Scale (ratio); Control engineering; Control (management); Square root; Artificial intelligence; Control theory (sociology); Engineering; Mathematics","score_opus":0.05423820302008725,"score_gpt":0.20879241755491001,"score_spread":0.15455421453482276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104763799","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111468256,0.00028106538,0.87873256,0.00019619487,0.000029729388,0.00007430331,0.00011316576,0.0006294693,0.008475267],"genre_scores_gemma":[0.9682598,0.0002441712,0.026279068,0.000023864839,0.000011448607,0.00015269048,0.00012365276,0.000036334746,0.004868952],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998529,0.000029636114,0.0000073276983,0.000031070198,0.00005965669,0.000019385063],"domain_scores_gemma":[0.9998597,0.00005570961,0.000031111747,0.00001589789,0.000028502758,0.000009027788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002276223,0.000467957,0.00045515076,0.00019219395,0.0003108973,0.00082997826,0.00069580047,0.0007102215,0.0014530192],"category_scores_gemma":[0.00040205728,0.00030440922,0.0004947739,0.00013544934,0.0005822487,0.0006538205,0.00052634964,0.0005696937,0.0002881665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002199573,0.000010618461,0.00025353063,0.00002769802,0.000008353066,0.000046440786,0.000066912304,0.9854402,0.0057757343,0.0045041996,0.00012966365,0.0037147014],"study_design_scores_gemma":[0.0000038159824,0.000017794615,0.00017722984,0.0000020266048,0.000002585855,0.0000075527137,0.000007858824,0.99811006,0.00042935522,0.0008126065,0.00042603342,0.000003085312],"about_ca_topic_score_codex":0.012998718,"about_ca_topic_score_gemma":0.006543861,"teacher_disagreement_score":0.012998718,"about_ca_system_score_codex":0.00047356286,"about_ca_system_score_gemma":0.0007790613,"threshold_uncertainty_score":0.025846124},"labels":[],"label_agreement":null},{"id":"W2105165093","doi":"10.1109/icmech.2011.5971264","title":"Pedal to pavement: An energy-based proper vehicle model","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bond graph; Automotive industry; Computer science; Process (computing); Vehicle dynamics; Automotive engineering; Energy (signal processing); Simulation; Algorithm; Engineering; Mathematics","score_opus":0.04553269765199108,"score_gpt":0.20881356689781524,"score_spread":0.16328086924582416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105165093","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045416083,0.00011527756,0.9384711,0.00013902383,0.00004126038,0.00007653786,0.0004645471,0.00043658706,0.014839608],"genre_scores_gemma":[0.8851133,0.0005045462,0.0921381,0.00006331792,0.000028158938,0.00024860096,0.00076961116,0.00020090565,0.020933492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983597,0.00003108221,0.000007956313,0.000037849473,0.00006776437,0.000019319732],"domain_scores_gemma":[0.9998988,0.00002376141,0.0000141486025,0.000025497377,0.000028926002,0.000008840393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016673145,0.00049277267,0.00055145065,0.00040323797,0.00030276956,0.0006379021,0.001162988,0.00080205535,0.0044226195],"category_scores_gemma":[0.00037187026,0.0005453465,0.0007021105,0.00029011298,0.0005993465,0.00130882,0.0005272072,0.0006658074,0.00085381744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002634555,0.000016969265,0.00029113726,0.000028450006,0.0000075364733,0.000047174082,0.000033660177,0.9679394,0.0036380428,0.022660011,0.00026933727,0.0050418843],"study_design_scores_gemma":[0.00000621355,0.000028838995,0.00014836219,0.000002947446,0.000007546922,0.000015074864,0.000013456231,0.9918358,0.0010875189,0.0038109084,0.0030364238,0.0000068590584],"about_ca_topic_score_codex":0.0051452317,"about_ca_topic_score_gemma":0.0049504796,"teacher_disagreement_score":0.0051452317,"about_ca_system_score_codex":0.0003920913,"about_ca_system_score_gemma":0.0010374197,"threshold_uncertainty_score":0.014795065},"labels":[],"label_agreement":null},{"id":"W2105889706","doi":"10.1115/1.4004776","title":"Adaptive Position Control of an Electrohydraulic Servo System With Load Disturbance Rejection and Friction Compensation","year":2011,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); PID controller; Nonlinear system; Control engineering; Controller (irrigation); Servomechanism; Adaptive control; Computer science; Engineering; Control (management)","score_opus":0.010743454807698087,"score_gpt":0.17011479306754732,"score_spread":0.15937133825984923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105889706","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2764841,0.00056971586,0.71571714,0.00021390177,0.0001458387,0.000107475054,0.000030390105,0.00093452784,0.005796916],"genre_scores_gemma":[0.98992175,0.000076989294,0.008331438,0.000023440673,0.000012585512,0.000028124326,0.00001015519,0.000004365656,0.0015910559],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998221,0.000023352331,0.000014790571,0.000051114825,0.0000698365,0.000018905937],"domain_scores_gemma":[0.9997857,0.000057713023,0.00006104006,0.000015298758,0.0000682039,0.000012100699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022949008,0.00041347925,0.00025647233,0.00014441388,0.00026784698,0.0003790283,0.00057780615,0.00035315112,0.00068987085],"category_scores_gemma":[0.00048413945,0.00013839535,0.0001708524,0.00016776228,0.0003581347,0.0002615751,0.00039514306,0.00029679743,0.00012142987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005768015,0.00018458623,0.0019013829,0.00042320407,0.00007919158,0.00066334166,0.00044613273,0.47766414,0.30665728,0.0034815667,0.00096833444,0.20695405],"study_design_scores_gemma":[0.000053940188,0.0005138916,0.0015936329,0.000012166853,0.000025717856,0.00011542895,0.000025044457,0.97779703,0.0181752,0.0002907987,0.0013811191,0.000015925587],"about_ca_topic_score_codex":0.0033684564,"about_ca_topic_score_gemma":0.002567658,"teacher_disagreement_score":0.0033684564,"about_ca_system_score_codex":0.00022584424,"about_ca_system_score_gemma":0.0003450268,"threshold_uncertainty_score":0.0066977143},"labels":[],"label_agreement":null},{"id":"W2106315192","doi":"10.1109/37.918266","title":"Designing robust force control of hydraulic actuators despite system and environmental uncertainties","year":2001,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Quantitative feedback theory; Robust control; Controller (irrigation); Transfer function; Hydraulic machinery; Nonlinear system; Hydraulic cylinder; Control engineering; Plant; Engineering; Stiffness; Robustness (evolution); Stability (learning theory); Control system; Computer science; Control (management); Mechanical engineering","score_opus":0.008907590798874371,"score_gpt":0.1755098819119952,"score_spread":0.16660229111312083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106315192","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01722241,0.00011435054,0.98087776,0.000059508213,0.00002380897,0.000029750458,0.000013855133,0.00037067052,0.0012879143],"genre_scores_gemma":[0.92560756,0.00013722984,0.0724489,0.000054484113,0.000038165363,0.00014187348,0.00003990437,0.000045319503,0.0014866674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948764,0.00008458757,0.000025361876,0.00010321177,0.00024120485,0.00005798298],"domain_scores_gemma":[0.9995172,0.0001960198,0.00013441226,0.000040339717,0.00009658906,0.000015403175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007526564,0.0006768391,0.0004382741,0.00028820802,0.00026428245,0.0006249469,0.00068978174,0.00075069803,0.00070123625],"category_scores_gemma":[0.0014043207,0.00030730153,0.000350397,0.00015002626,0.0006708922,0.0006475936,0.0006603298,0.00042969972,0.00020170627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012772919,0.000044702676,0.00029656693,0.0002625361,0.00006545631,0.00020705585,0.00018890352,0.7884449,0.13179563,0.014214606,0.0005896903,0.06376233],"study_design_scores_gemma":[0.000018926336,0.00011672488,0.00015872114,0.0000067082437,0.000008328235,0.00002728336,0.000010855179,0.98747534,0.009599386,0.0014712397,0.0010960562,0.0000103353],"about_ca_topic_score_codex":0.0014223645,"about_ca_topic_score_gemma":0.00079283933,"teacher_disagreement_score":0.0014223645,"about_ca_system_score_codex":0.00031890944,"about_ca_system_score_gemma":0.0005904433,"threshold_uncertainty_score":0.003980458},"labels":[],"label_agreement":null},{"id":"W2107212978","doi":"10.1109/acc.2011.5991145","title":"Effective strategies for real time hybrid simulation of near seismic collapse response of moment resisting frames","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Université de Sherbrooke","keywords":"Structural engineering; Substructure; Moment (physics); Progressive collapse; Stiffness; Smoothing; Column (typography); Engineering; Computer science; Connection (principal bundle); Physics","score_opus":0.015742768215396632,"score_gpt":0.239181656929661,"score_spread":0.22343888871426437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107212978","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28520462,0.00010642392,0.70910805,0.00009703935,0.000023563904,0.0001137532,0.00009136622,0.0008841219,0.0043709357],"genre_scores_gemma":[0.9582705,0.000046219317,0.04023284,0.000015834508,0.000004512693,0.00012957733,0.00004619843,0.00004398844,0.0012101715],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990094,0.00003109102,0.000005405448,0.000013816149,0.000031417276,0.00001734825],"domain_scores_gemma":[0.99971133,0.0001577578,0.000050172843,0.000021119116,0.000042495987,0.000017064183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184856,0.00052194094,0.00040820165,0.00033266516,0.00020949802,0.00043960987,0.0005980628,0.0006652225,0.001903135],"category_scores_gemma":[0.0009336802,0.0002206438,0.00027177267,0.00013016356,0.00045171755,0.00031984085,0.00044001045,0.00033927266,0.0002052692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004921112,0.000026264912,0.00042610822,0.000020784013,0.000007984261,0.000040977568,0.00005408085,0.9858521,0.006900745,0.0009640531,0.00004899076,0.005608651],"study_design_scores_gemma":[0.0000028827856,0.000013291858,0.00004127126,0.0000010659788,9.549998e-7,0.0000019078232,0.0000036680872,0.9990796,0.0007226686,0.00007367016,0.00005784942,0.0000011871571],"about_ca_topic_score_codex":0.004882794,"about_ca_topic_score_gemma":0.0033975227,"teacher_disagreement_score":0.004882794,"about_ca_system_score_codex":0.0003381048,"about_ca_system_score_gemma":0.0003892308,"threshold_uncertainty_score":0.009708703},"labels":[],"label_agreement":null},{"id":"W2107715092","doi":"10.1007/978-1-4419-9428-8_2","title":"Spectral Analysis Methodology for Acoustical and Mechanical Measurements Relative to Hydraulic Turbine’s Generator","year":2011,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Turbine; Context (archaeology); Generator (circuit theory); Acoustics; Spectral analysis; Workload; Engineering; Mechanical system; Hydraulic turbines; Mechanical engineering; Electric generator; Power (physics); Computer science; Physics; Geology","score_opus":0.11057678000140138,"score_gpt":0.28721073104563294,"score_spread":0.17663395104423157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107715092","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001625898,0.00016412922,0.99704105,0.000024606108,0.000035040302,0.000014084639,0.000025081325,0.00015241426,0.0009176398],"genre_scores_gemma":[0.11615664,0.0012836967,0.8693183,0.00011330761,0.00018654026,0.00022143671,0.0004410061,0.00045508693,0.011823843],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941695,0.00012334419,0.00003206619,0.00012338678,0.0002711998,0.00003309793],"domain_scores_gemma":[0.99928564,0.0002630129,0.000048485927,0.00010660432,0.00027809278,0.000018245295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007679969,0.00086915825,0.00040043794,0.0012794355,0.00042413617,0.0010337136,0.00097078725,0.00076340325,0.0038336015],"category_scores_gemma":[0.0015380944,0.00039890743,0.0006479933,0.00094389525,0.0006338113,0.0010856517,0.0006833874,0.0009878032,0.0032479682],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011624199,0.00010681989,0.00063347665,0.00031555595,0.00008279828,0.00016506198,0.00019704906,0.014515332,0.34887832,0.030593807,0.0028460405,0.6015495],"study_design_scores_gemma":[0.00003213282,0.00030378602,0.007596357,0.00016006001,0.0001742795,0.0017590391,0.00035978833,0.62871814,0.25783548,0.04200305,0.060917806,0.00014008829],"about_ca_topic_score_codex":0.0006359969,"about_ca_topic_score_gemma":0.0009554019,"teacher_disagreement_score":0.0038336015,"about_ca_system_score_codex":0.00024978013,"about_ca_system_score_gemma":0.00045440407,"threshold_uncertainty_score":0.012824655},"labels":[],"label_agreement":null},{"id":"W2108166582","doi":"10.1109/70.928562","title":"Nonlinear control of hydraulic robots","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Robotics and Automation","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":188,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Backstepping; Control theory (sociology); Lyapunov function; Nonlinear system; Control engineering; Adaptive control; Parametric statistics; Controller (irrigation); Computer science; Acceleration; Robot; Nonlinear control; Lyapunov stability; Engineering; Control (management); Mathematics; Artificial intelligence","score_opus":0.010419349742672139,"score_gpt":0.21286288029599953,"score_spread":0.2024435305533274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108166582","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035634957,0.004509042,0.9320691,0.0006875107,0.00044408484,0.000055319608,0.000052377054,0.00034604597,0.026201652],"genre_scores_gemma":[0.93716174,0.0033230474,0.038967043,0.00020061038,0.00037332144,0.0001342838,0.00007857559,0.000031792373,0.019729616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998611,0.000029575063,0.000007217676,0.00002621865,0.00006411925,0.000011679289],"domain_scores_gemma":[0.9998584,0.00004587465,0.000032671553,0.000011879527,0.000044252818,0.0000070026676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022194501,0.0003493077,0.00029353035,0.00021117482,0.00025076923,0.00050680886,0.00035945623,0.00042180988,0.0015525455],"category_scores_gemma":[0.0006140606,0.00011198512,0.00014926984,0.00019155949,0.0007195776,0.00044338452,0.00063784653,0.00035675187,0.00036972392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012571055,0.00005693366,0.0005887798,0.0008706328,0.00003701319,0.000386528,0.00029294824,0.55918324,0.05446936,0.09653448,0.00371431,0.28374007],"study_design_scores_gemma":[0.000032099917,0.00018872017,0.00067755603,0.000029046054,0.000010428575,0.00011669236,0.00005011396,0.94784504,0.004871695,0.024444204,0.021711634,0.000022700078],"about_ca_topic_score_codex":0.0017640035,"about_ca_topic_score_gemma":0.0016335462,"teacher_disagreement_score":0.0017640035,"about_ca_system_score_codex":0.0003050056,"about_ca_system_score_gemma":0.0003150429,"threshold_uncertainty_score":0.0051938295},"labels":[],"label_agreement":null},{"id":"W2108539681","doi":"10.1109/cacsd-cca-isic.2006.4776891","title":"Flatness-based tracking of an electromechanical VVT actuator with magnetic flux sensor","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Actuator; Flatness (cosmology); Solenoid; Solenoid valve; Test bench; Control theory (sociology); Automotive industry; Automotive engineering; Engineering; Computer science; Mechanical engineering; Physics; Aerospace engineering; Control (management); Electrical engineering","score_opus":0.005498529630914578,"score_gpt":0.1898666287516855,"score_spread":0.18436809912077093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108539681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69605756,0.00012313716,0.29706085,0.00010341131,0.000079028214,0.0001297921,0.000132169,0.0021038346,0.0042102863],"genre_scores_gemma":[0.9932973,0.000013598925,0.005695041,0.0000111325335,0.000002095173,0.000016059585,0.000021670632,0.0000079367,0.0009350337],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998615,0.000018131126,0.000008418596,0.000022517903,0.00006541554,0.000023918827],"domain_scores_gemma":[0.99961406,0.000104437226,0.000069143105,0.000048600163,0.00012612839,0.000037753012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032137556,0.00039658957,0.00027756533,0.00031881916,0.00031137545,0.00032514526,0.0005022333,0.00033186533,0.0010269784],"category_scores_gemma":[0.00058518676,0.00012802015,0.0001402986,0.000092641014,0.00026817023,0.00019607382,0.00021586727,0.00019427278,0.00020472074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001052421,0.00018965805,0.0026269148,0.00023940408,0.000030645093,0.00047980854,0.0002886951,0.113832444,0.80716914,0.001908218,0.0005855505,0.07159716],"study_design_scores_gemma":[0.00008854884,0.0015802423,0.0060840715,0.000017642222,0.000019126068,0.00018724316,0.000042768654,0.7583172,0.2315857,0.00040004024,0.0016418246,0.00003562719],"about_ca_topic_score_codex":0.0035133692,"about_ca_topic_score_gemma":0.0022914612,"teacher_disagreement_score":0.0035133692,"about_ca_system_score_codex":0.0002768866,"about_ca_system_score_gemma":0.00034475443,"threshold_uncertainty_score":0.006985843},"labels":[],"label_agreement":null},{"id":"W2110123239","doi":"10.1109/vppc.2011.6043125","title":"Load sharing in V/F speed controlled multi-motor driven system under mechanical wheel-slippage","year":2011,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Slippage; Torque; Control theory (sociology); Controller (irrigation); Automotive engineering; Coupling (piping); Computer science; Engineering; Mechanical engineering; Structural engineering; Control (management); Physics","score_opus":0.03851825051390023,"score_gpt":0.2247428035160891,"score_spread":0.18622455300218888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110123239","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3585191,0.00027943475,0.6349895,0.0000993379,0.00008228304,0.000069436785,0.00003158953,0.0014563899,0.0044730227],"genre_scores_gemma":[0.9891378,0.00003901554,0.009407864,0.00001391771,0.000016343924,0.000019077757,0.000011474914,0.0000111255695,0.0013432965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996716,0.00004489744,0.000027834469,0.000090984744,0.000116909316,0.000047793026],"domain_scores_gemma":[0.99975115,0.000049270206,0.00006497802,0.00004308109,0.0000701771,0.000021291813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025527255,0.00035702868,0.00060053467,0.0003372925,0.00050398125,0.00042809825,0.0008256264,0.0003663665,0.0010368135],"category_scores_gemma":[0.00037096578,0.00018674837,0.00022043394,0.00017727258,0.00030179604,0.00043558987,0.0003207756,0.00014769954,0.0001911251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012058638,0.00021840108,0.005146692,0.00041224255,0.00011628878,0.0023807562,0.00090758473,0.1933044,0.4051161,0.007137999,0.0018098792,0.38224372],"study_design_scores_gemma":[0.00008977215,0.00054656673,0.0033979851,0.000018676865,0.00003629192,0.00067875825,0.000069815476,0.93336356,0.056251384,0.0019800663,0.003525866,0.000041246123],"about_ca_topic_score_codex":0.0016975964,"about_ca_topic_score_gemma":0.0015994124,"teacher_disagreement_score":0.0016975964,"about_ca_system_score_codex":0.00026931887,"about_ca_system_score_gemma":0.00029504657,"threshold_uncertainty_score":0.0034685135},"labels":[],"label_agreement":null},{"id":"W2111636229","doi":"10.1109/robot.1996.503798","title":"Parameter estimation and actuator friction analysis for a mini excavator","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Excavator; Payload (computing); Hydraulic cylinder; Actuator; Torque; Control theory (sociology); Gravitation; Cylinder; Dynamical friction; Engineering; Computer science; Mechanical engineering; Physics; Control (management); Classical mechanics","score_opus":0.021925775050370553,"score_gpt":0.21790076525747984,"score_spread":0.1959749902071093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111636229","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3856307,0.00038909202,0.611953,0.00006422147,0.000009569788,0.000021007614,0.000055960074,0.00044663684,0.0014297859],"genre_scores_gemma":[0.9861762,0.00006586726,0.012806689,0.0000066394587,0.000002919191,0.000016152198,0.000043396773,0.000015667509,0.0008665699],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998233,0.000025046904,0.000006959215,0.00003519469,0.00009683597,0.000012847174],"domain_scores_gemma":[0.99973613,0.00012684247,0.00004742864,0.000030360841,0.000050615086,0.000008584642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022319089,0.00030670268,0.00062072044,0.00030546245,0.00020639886,0.0003584404,0.00035606555,0.00044279048,0.0010057641],"category_scores_gemma":[0.0011550587,0.00028545616,0.00019514388,0.00020147771,0.00019073696,0.0005227455,0.0003242194,0.0002862252,0.00023553948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008674002,0.00008408437,0.0065589044,0.0003547648,0.000086390224,0.00047197475,0.00048382694,0.43509313,0.36810276,0.003488025,0.0008189265,0.18358971],"study_design_scores_gemma":[0.000015625033,0.00022485942,0.008810176,0.000008469813,0.000015984131,0.00020643021,0.000038714617,0.9656101,0.023188967,0.0006050841,0.0012517616,0.000023903849],"about_ca_topic_score_codex":0.0014220807,"about_ca_topic_score_gemma":0.0011337316,"teacher_disagreement_score":0.0014220807,"about_ca_system_score_codex":0.00017232163,"about_ca_system_score_gemma":0.0002756066,"threshold_uncertainty_score":0.0033646226},"labels":[],"label_agreement":null},{"id":"W2112712195","doi":"10.1109/tcst.2004.838570","title":"Fault-tolerant control of a servohydraulic positioning system with crossport leakage","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Leakage (economics); Actuator; Quantitative feedback theory; Engineering; Fault tolerance; Control engineering; Controller (irrigation); Control system; Computer science; Robust control; Control (management); Reliability engineering","score_opus":0.004120925327149768,"score_gpt":0.18229993018313626,"score_spread":0.17817900485598648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112712195","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19039288,0.0003235968,0.80584586,0.00017335644,0.00012442391,0.00008082108,0.000045265188,0.0011779383,0.0018358735],"genre_scores_gemma":[0.98975277,0.00004136153,0.009774524,0.000017228198,0.0000094989655,0.000023369334,0.000009936846,0.000005773244,0.0003654059],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965036,0.00004691266,0.00003619112,0.00008567374,0.00013632463,0.000044483924],"domain_scores_gemma":[0.9995845,0.000089023306,0.00016991813,0.0000433082,0.00009336407,0.00001983887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003800517,0.000507021,0.0003609474,0.00017392615,0.00033292372,0.00053534075,0.0006589586,0.00038474737,0.0005088419],"category_scores_gemma":[0.0008217523,0.00016703985,0.0002601991,0.00013652311,0.00047980165,0.00037862707,0.0004708854,0.00034733504,0.00008588591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071219535,0.00009666031,0.0022058673,0.0006611612,0.0000738088,0.00084458507,0.00066718104,0.5012654,0.37184003,0.010637731,0.00090688857,0.110088445],"study_design_scores_gemma":[0.00008212306,0.0007973331,0.0012690915,0.000025061887,0.000043465367,0.0002658712,0.000034373512,0.9191289,0.07492261,0.0013568363,0.0020476084,0.000026770014],"about_ca_topic_score_codex":0.0013897556,"about_ca_topic_score_gemma":0.0007582707,"teacher_disagreement_score":0.0013897556,"about_ca_system_score_codex":0.00033991726,"about_ca_system_score_gemma":0.00042601512,"threshold_uncertainty_score":0.002763331},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.004650394775516704,"score_gpt":0.20605631557039855,"score_spread":0.20140592079488184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114956947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97688305,0.00027347394,0.018686166,0.0000995155,0.000049518905,0.000041325144,0.00021081882,0.00016521169,0.0035909233],"genre_scores_gemma":[0.9938984,0.00008945105,0.0051118135,0.000012511386,0.000007124518,0.000036346464,0.0001530649,0.000012411606,0.0006788908],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947244,0.00005863403,0.00004226651,0.00008871975,0.00027096926,0.00006699799],"domain_scores_gemma":[0.9993057,0.00029076304,0.000107694126,0.00012534327,0.0001254132,0.00004499822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061430596,0.0003252578,0.00038182025,0.00042108813,0.00045990196,0.00036071398,0.00055179215,0.0006733121,0.0022981928],"category_scores_gemma":[0.0013012103,0.00015604425,0.0003123099,0.00031223992,0.0007412219,0.0004909596,0.00054112764,0.00051647035,0.0002916338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056144147,0.00093196897,0.0083214445,0.0006451619,0.00005786559,0.00066936394,0.0007990452,0.2007809,0.74634475,0.0046595833,0.0015024164,0.03472616],"study_design_scores_gemma":[0.000056291196,0.0014324832,0.013422099,0.000039332797,0.000028847377,0.00025861425,0.00040634896,0.6984907,0.28131768,0.00084792374,0.0036278984,0.00007181985],"about_ca_topic_score_codex":0.0006026332,"about_ca_topic_score_gemma":0.0006500184,"teacher_disagreement_score":0.0022981928,"about_ca_system_score_codex":0.00024468196,"about_ca_system_score_gemma":0.00018690317,"threshold_uncertainty_score":0.007688284},"labels":[],"label_agreement":null},{"id":"W2117439176","doi":"10.1002/cjce.20192","title":"Centrifugal pump performance calculation for homogeneous suspensions","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rheology; Centrifugal pump; Slurry; Non-Newtonian fluid; Head (geology); Homogeneous; Bingham plastic; Viscosity; Newtonian fluid; Hydraulic head; Mechanics; Materials science; Mechanical engineering; Thermodynamics; Impeller; Engineering; Composite material; Geology; Physics","score_opus":0.00851886255512342,"score_gpt":0.181484993546945,"score_spread":0.1729661309918216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117439176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7977102,0.0010045251,0.1839023,0.00011323752,0.00006400697,0.00015227488,0.00082270993,0.0019219349,0.014308852],"genre_scores_gemma":[0.9893667,0.00022336152,0.0071128793,0.000012768425,0.0000073746187,0.000037025602,0.0003335665,0.0000434802,0.0028627354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975556,0.000027068372,0.00001822559,0.00004359493,0.00012010126,0.000035463152],"domain_scores_gemma":[0.9996798,0.00012212593,0.000040435683,0.00002964226,0.00011366161,0.00001432332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035619678,0.00044532432,0.00031653437,0.00075155625,0.00024624483,0.0004367784,0.00041277098,0.00027967477,0.0021251452],"category_scores_gemma":[0.00083082257,0.00013956313,0.00033988504,0.00049164286,0.000121311576,0.0003019365,0.0002521598,0.0002392859,0.00088254747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000897048,0.00027517957,0.013576399,0.0005078792,0.00014966792,0.0004489911,0.0001515924,0.5612029,0.23075931,0.0046670083,0.0045267767,0.18283726],"study_design_scores_gemma":[0.000055718236,0.00050839863,0.01576146,0.000012317107,0.00007155762,0.000060145376,0.000030159408,0.77495277,0.20413014,0.0003299687,0.0040568346,0.00003055254],"about_ca_topic_score_codex":0.0048045013,"about_ca_topic_score_gemma":0.001296741,"teacher_disagreement_score":0.0048045013,"about_ca_system_score_codex":0.00064569357,"about_ca_system_score_gemma":0.00038316593,"threshold_uncertainty_score":0.009553075},"labels":[],"label_agreement":null},{"id":"W2118803839","doi":"10.4028/www.scientific.net/amr.87-88.474","title":"Research on the Adjustable LAVAL Nozzle during Pneumatic Conveying","year":2009,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Lever; Displacement (psychology); Mechanical engineering; Finite element method; Engineering; Mechanics; Flow (mathematics); Structural engineering; Physics","score_opus":0.0829294863699091,"score_gpt":0.36843826807179236,"score_spread":0.28550878170188326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118803839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.857734,0.003074821,0.13098945,0.0002935004,0.00010548736,0.00006979688,0.00006657391,0.00028123474,0.007385097],"genre_scores_gemma":[0.99034077,0.00042784098,0.008325519,0.0000113601745,0.000015797272,0.000009436022,0.000028250663,0.000010138563,0.00083086547],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960023,0.000058109643,0.000020150721,0.000073794785,0.00021171685,0.000035936348],"domain_scores_gemma":[0.99950707,0.00020619904,0.00009057969,0.000046109548,0.00012579693,0.000024259612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005678913,0.00017948945,0.00027515553,0.0002590103,0.00027729478,0.0005138921,0.00066426303,0.00047857975,0.0007885461],"category_scores_gemma":[0.0011708444,0.00019704632,0.00034578782,0.0003222303,0.00055460626,0.0009060761,0.00020323096,0.00023082782,0.000092042945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004025157,0.00005713151,0.01184229,0.0008306512,0.000037357047,0.0008549939,0.0011906611,0.0357302,0.8657509,0.00762732,0.00046745015,0.07520845],"study_design_scores_gemma":[0.00010737332,0.0022672664,0.05042787,0.00013613031,0.00016384877,0.0017494679,0.0006338667,0.437297,0.48738644,0.0027350863,0.01689977,0.0001959441],"about_ca_topic_score_codex":0.0009927725,"about_ca_topic_score_gemma":0.00059290574,"teacher_disagreement_score":0.0009927725,"about_ca_system_score_codex":0.0003509451,"about_ca_system_score_gemma":0.00031822425,"threshold_uncertainty_score":0.0030033588},"labels":[],"label_agreement":null},{"id":"W2118982394","doi":"10.1109/tmag.2004.841701","title":"Modeling automotive gas-exchange solenoid valve actuators","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Finite element method; Automotive industry; Solenoid valve; Computer science; Solenoid; Actuator; Controller (irrigation); Nonlinear system; Control theory (sociology); Automotive engineering; Mechanical engineering; Engineering; Physics; Structural engineering; Aerospace engineering","score_opus":0.014047170301630359,"score_gpt":0.21444498888986227,"score_spread":0.2003978185882319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118982394","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07424827,0.00042326323,0.9049147,0.00020050058,0.000065355816,0.0001719576,0.00045072727,0.00088213105,0.01864311],"genre_scores_gemma":[0.89455557,0.00045507774,0.09064239,0.000052465868,0.000021440681,0.00042700567,0.00032142657,0.0000975205,0.013427151],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988437,0.000020053218,0.000007742597,0.000021460562,0.00005450635,0.0000118343],"domain_scores_gemma":[0.9998869,0.000041812622,0.000022333521,0.000013632847,0.00002886828,0.000006554631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262231,0.00055447646,0.00038369687,0.0002838295,0.0002869282,0.00056820206,0.0010692303,0.0011508228,0.0019411627],"category_scores_gemma":[0.00037694894,0.00028542348,0.00039863127,0.00012667457,0.00036830638,0.0005342736,0.0002704861,0.00031506273,0.0005583168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028108283,0.000024190287,0.00021952165,0.00006625058,0.0000099349945,0.000065712324,0.000038638795,0.97682035,0.01323945,0.0042739054,0.0001780664,0.0050357925],"study_design_scores_gemma":[0.000004914992,0.000014132147,0.00007476255,0.0000034066559,0.0000026157602,0.000012271466,0.000003962965,0.99697244,0.0014185456,0.00051078235,0.0009791387,0.000003067852],"about_ca_topic_score_codex":0.0030441438,"about_ca_topic_score_gemma":0.0021663732,"teacher_disagreement_score":0.0030441438,"about_ca_system_score_codex":0.00036370434,"about_ca_system_score_gemma":0.00056291185,"threshold_uncertainty_score":0.0064938664},"labels":[],"label_agreement":null},{"id":"W2119969301","doi":"10.1002/eqe.2551","title":"Development of high‐performance shake tables using the hierarchical control strategy and nonlinear control techniques","year":2015,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Council","keywords":"Shake; Nonlinear system; Earthquake shaking table; Control (management); Engineering; Computer science; Structural engineering; Physics; Artificial intelligence; Mechanical engineering","score_opus":0.009939296876716757,"score_gpt":0.20537022833290902,"score_spread":0.19543093145619225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119969301","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115098074,0.00016734883,0.8773518,0.000078422854,0.00004951542,0.00016744973,0.00004563776,0.0010411036,0.0060007013],"genre_scores_gemma":[0.8522899,0.0000856437,0.14432363,0.000022368184,0.000008612945,0.00009303711,0.00007656666,0.000018903113,0.0030813608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981064,0.000014902653,0.000015525535,0.00003516979,0.00010237769,0.000021404732],"domain_scores_gemma":[0.9997857,0.00002398991,0.00003836726,0.000030641102,0.00009817531,0.000023117032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033701994,0.00035952954,0.00020516176,0.00035476917,0.00027536837,0.00037097835,0.00061101525,0.0003110221,0.0014730464],"category_scores_gemma":[0.0003279074,0.00016261401,0.00021382107,0.00015103762,0.00024981206,0.00040632475,0.0004797022,0.00031330326,0.00038674526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012623284,0.00015754043,0.0024204429,0.00028953387,0.000032528664,0.00021616842,0.00021159266,0.2905995,0.45816815,0.008762745,0.0014926051,0.237523],"study_design_scores_gemma":[0.00003424397,0.0004038762,0.0025382482,0.000016752612,0.00001519296,0.00007164689,0.000040650404,0.8893816,0.10034649,0.001046902,0.0060785087,0.00002599731],"about_ca_topic_score_codex":0.0024718693,"about_ca_topic_score_gemma":0.0038223749,"teacher_disagreement_score":0.0024718693,"about_ca_system_score_codex":0.00030173792,"about_ca_system_score_gemma":0.0006527496,"threshold_uncertainty_score":0.004927814},"labels":[],"label_agreement":null},{"id":"W2120406628","doi":"10.1109/acc.2006.1657204","title":"Adaptive backstepping control of hydraulic manipulators with friction compensation using LuGre model","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Backstepping; Control theory (sociology); Controller (irrigation); Dynamical friction; Lyapunov function; Adaptive control; Compensation (psychology); Nonlinear system; Control engineering; Parametric statistics; Acceleration; Observer (physics); Hydraulic cylinder; Exponential stability; Lyapunov stability; Computer science; Engineering; Control (management); Mathematics; Physics","score_opus":0.01772986937525402,"score_gpt":0.19422392982088843,"score_spread":0.1764940604456344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120406628","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102144,0.00035105238,0.8925896,0.00010212977,0.000052005227,0.00006157143,0.00002234749,0.00065625325,0.004020999],"genre_scores_gemma":[0.97672665,0.00013110616,0.020553049,0.00002537332,0.000013805289,0.00005802641,0.00002368394,0.000010714517,0.0024575389],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984205,0.000034714267,0.000009465386,0.000031410334,0.00006166324,0.0000207958],"domain_scores_gemma":[0.9998381,0.000048105972,0.00003643992,0.000022495313,0.000043169155,0.0000115857465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034197397,0.00047138619,0.00034828918,0.00016518762,0.00020061375,0.0003731704,0.0006472138,0.00041760987,0.0008361867],"category_scores_gemma":[0.0005290154,0.00019701944,0.000278354,0.00015454114,0.00040264198,0.0003066211,0.00041436867,0.0003783047,0.00017727511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038983484,0.00013103233,0.00073252164,0.00034032692,0.000088256325,0.00045296043,0.00038586624,0.71395314,0.13803819,0.010402692,0.0010024991,0.13408273],"study_design_scores_gemma":[0.00003595505,0.00035945434,0.00040805247,0.000008773808,0.000011029627,0.000052116695,0.000013122387,0.9912259,0.0057098335,0.000803864,0.0013595965,0.000012249316],"about_ca_topic_score_codex":0.0034128292,"about_ca_topic_score_gemma":0.0027819711,"teacher_disagreement_score":0.0034128292,"about_ca_system_score_codex":0.00023258991,"about_ca_system_score_gemma":0.00031392937,"threshold_uncertainty_score":0.006785929},"labels":[],"label_agreement":null},{"id":"W2121337188","doi":"10.1002/rob.20011","title":"On the Validation of SPDM Task Verification Facility","year":2004,"lang":"en","type":"article","venue":"Journal of Robotic Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Robot; Simulation; Task (project management); Fidelity; Robotic spacecraft; Computer science; Space (punctuation); Engineering; Systems engineering; Control engineering; Artificial intelligence","score_opus":0.019229848826537513,"score_gpt":0.2116247365176579,"score_spread":0.1923948876911204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121337188","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14334467,0.00007707059,0.85051066,0.00015893947,0.00003169826,0.0006210842,0.00018857112,0.0026078403,0.002459451],"genre_scores_gemma":[0.64654875,0.00004279094,0.35133845,0.000083670406,0.000006718712,0.0003852553,0.0005145811,0.00020665005,0.00087319035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.97577,0.011404197,0.0014581515,0.0016025662,0.008743942,0.0010210539],"domain_scores_gemma":[0.94780767,0.021799605,0.0037567432,0.0142033445,0.011840614,0.0005920502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017940324,0.00088438846,0.0006764183,0.0013361215,0.00086370006,0.0012531655,0.0029681143,0.0012199426,0.002557295],"category_scores_gemma":[0.049865607,0.00041968693,0.0007742104,0.00038167174,0.0017374834,0.0019056269,0.0022373984,0.0011997786,0.00061730685],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013166261,0.001014771,0.0178518,0.000936513,0.0001834058,0.0009071487,0.0012658006,0.4212738,0.14743888,0.028255213,0.0024387208,0.37711722],"study_design_scores_gemma":[0.00022883863,0.0021734124,0.0034651598,0.00024296084,0.00005879456,0.000744856,0.0003696521,0.72089607,0.25738356,0.004626044,0.00972312,0.000087647764],"about_ca_topic_score_codex":0.0029217754,"about_ca_topic_score_gemma":0.0018257945,"teacher_disagreement_score":0.017940324,"about_ca_system_score_codex":0.001645231,"about_ca_system_score_gemma":0.0030097538,"threshold_uncertainty_score":0.09487867},"labels":[],"label_agreement":null},{"id":"W2121967146","doi":"10.1109/iros.1998.724855","title":"Automatic tuning of an accurate position controller for pneumatic actuators","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actuator; Pneumatic actuator; Computer science; Tuner; Control engineering; Controller (irrigation); Process (computing); Robotics; Position (finance); Control theory (sociology); Power (physics); Artificial intelligence; Robot; Engineering; Control (management)","score_opus":0.019212617278585954,"score_gpt":0.22661704969842475,"score_spread":0.2074044324198388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121967146","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035735957,0.00014204427,0.96018815,0.000037342055,0.000046402085,0.00006187124,0.000018240768,0.001971282,0.0017986759],"genre_scores_gemma":[0.781321,0.0000737532,0.21662788,0.000048293212,0.000028380644,0.00009962453,0.000041049527,0.00012847451,0.0016316024],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994568,0.00005631952,0.000024017287,0.00011288169,0.0003171103,0.000032710203],"domain_scores_gemma":[0.99914014,0.0003251796,0.00012632023,0.00018619561,0.00019555083,0.000026567699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005052817,0.0004920266,0.00041100464,0.0003646031,0.0003826983,0.00053595856,0.0006358642,0.0004605172,0.0011535786],"category_scores_gemma":[0.0014908101,0.00030776422,0.00017446646,0.00016415949,0.0003716654,0.00039088863,0.00038145424,0.00057688495,0.00042130353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020561216,0.00014687161,0.00081447896,0.0002493758,0.000045035446,0.00013549817,0.0001931027,0.08840629,0.58173984,0.003638036,0.001462624,0.32296333],"study_design_scores_gemma":[0.0000980256,0.00037226887,0.0023889812,0.00001680656,0.00002593002,0.0004287572,0.000022022308,0.7672086,0.22073343,0.0016227937,0.0070216563,0.000060777136],"about_ca_topic_score_codex":0.0006624322,"about_ca_topic_score_gemma":0.000910272,"teacher_disagreement_score":0.0011535786,"about_ca_system_score_codex":0.00020697864,"about_ca_system_score_gemma":0.00038316392,"threshold_uncertainty_score":0.0038591623},"labels":[],"label_agreement":null},{"id":"W2122704746","doi":"10.1109/iros.1992.594494","title":"Model-based Sensor-based Velocity Control Of Teleoperated Heavy-duty Hydraulic Machines","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Teleoperation; Excavator; Hydraulic machinery; Computer science; Feed forward; Control theory (sociology); Control engineering; Controller (irrigation); Robot; Simulation; Engineering; Control (management); Artificial intelligence; Mechanical engineering","score_opus":0.012288105972482307,"score_gpt":0.2171594866983979,"score_spread":0.2048713807259156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122704746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012401352,0.000045437027,0.9853217,0.00003126438,0.000023695731,0.000023526649,0.0000099811905,0.0005430796,0.0015999945],"genre_scores_gemma":[0.8421693,0.00007556863,0.15477532,0.00003648883,0.000018794237,0.000086436994,0.00002681869,0.00005324153,0.0027581053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998437,0.000019946225,0.000007220855,0.000036828907,0.0000772049,0.000014982621],"domain_scores_gemma":[0.99981695,0.000060246744,0.00004105729,0.000029362815,0.000040732964,0.000011731351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002118706,0.00031437172,0.0002657264,0.00020358899,0.00026717034,0.00048404094,0.00063360325,0.00034925874,0.0015569614],"category_scores_gemma":[0.00058788806,0.00018096769,0.00020182862,0.00010815243,0.00039501087,0.0005315193,0.00043016204,0.00041493843,0.0001954649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002507148,0.00011258262,0.0006507067,0.00019377285,0.000030619434,0.00015731658,0.00041667113,0.46258715,0.15395235,0.02249732,0.0017665552,0.35738438],"study_design_scores_gemma":[0.000019146626,0.00009853494,0.00020109449,0.000008644789,0.0000046116224,0.000036280348,0.000012408907,0.98110104,0.014339745,0.0016728255,0.0024968658,0.000008728751],"about_ca_topic_score_codex":0.0013049919,"about_ca_topic_score_gemma":0.0014413594,"teacher_disagreement_score":0.0015569614,"about_ca_system_score_codex":0.00028460828,"about_ca_system_score_gemma":0.00036044756,"threshold_uncertainty_score":0.005208552},"labels":[],"label_agreement":null},{"id":"W2122823180","doi":"10.1109/icsmc.2000.884398","title":"Online modeling and prediction of a hydraulic force-acting system using neural networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nonlinear system; Artificial neural network; Computer science; Predictability; Actuator; Hydraulic machinery; Control theory (sociology); Stiffness; Control engineering; System dynamics; Work (physics); Artificial intelligence; Engineering; Control (management); Mechanical engineering; Mathematics","score_opus":0.03960554368828289,"score_gpt":0.21335758520492298,"score_spread":0.1737520415166401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122823180","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28870255,0.00018904552,0.707435,0.00022623238,0.000043770196,0.000043164117,0.00007862062,0.00086044666,0.0024211628],"genre_scores_gemma":[0.9791712,0.00007274083,0.01986866,0.000016517588,0.000007226701,0.00002751998,0.000041070165,0.000009582282,0.0007852924],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987006,0.00002849743,0.000008948422,0.000035291327,0.00004175315,0.00001552671],"domain_scores_gemma":[0.9994512,0.00034841162,0.00007989602,0.000053532585,0.000054832395,0.000012111287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000401477,0.00036553197,0.0003043091,0.0001753604,0.00015628114,0.0002835174,0.0003291141,0.0005528379,0.00059144164],"category_scores_gemma":[0.0014403989,0.00016224047,0.00019833127,0.00014001473,0.00032868987,0.0006250529,0.00019822294,0.0005061766,0.00011043181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063762214,0.000047496127,0.0009507781,0.000039320432,0.000009859702,0.000055112865,0.00003304806,0.9597933,0.011014352,0.0010470755,0.00010911994,0.026836874],"study_design_scores_gemma":[8.372764e-7,0.000008906495,0.00019295714,8.603766e-7,8.3708636e-7,0.000003861173,0.0000013881477,0.9981431,0.0014618377,0.00015217785,0.00003168371,0.0000016747229],"about_ca_topic_score_codex":0.005808791,"about_ca_topic_score_gemma":0.004528221,"teacher_disagreement_score":0.005808791,"about_ca_system_score_codex":0.0004252803,"about_ca_system_score_gemma":0.00037910815,"threshold_uncertainty_score":0.01154995},"labels":[],"label_agreement":null},{"id":"W2123099378","doi":"10.15837/ijccc.2015.6.2075","title":"A Unified Anti-Windup Technique for Fuzzy and Sliding Mode Controllers","year":2015,"lang":"en","type":"article","venue":"International Journal of Computers Communications & Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Autoritatea Natională pentru Cercetare Stiintifică","keywords":"Control theory (sociology); Sliding mode control; Computer science; Controller (irrigation); Fuzzy logic; Mode (computer interface); Servomechanism; Variable structure control; Integrator; Fuzzy control system; State (computer science); Servo; Control engineering; Control (management); Nonlinear system; Engineering; Artificial intelligence; Algorithm","score_opus":0.032142755707300796,"score_gpt":0.28984248463630125,"score_spread":0.25769972892900045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123099378","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011857391,0.0005887121,0.9959448,0.000040772105,0.00014541353,0.000030753923,0.000007289221,0.00017136746,0.0018853066],"genre_scores_gemma":[0.2219253,0.0015341856,0.7654677,0.00023179158,0.00044565988,0.0003253943,0.00006981849,0.00012065417,0.009879499],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993641,0.000083689956,0.00005172502,0.00007941436,0.00038547453,0.000035637968],"domain_scores_gemma":[0.9997702,0.000055802087,0.00002248214,0.000052508367,0.00008681407,0.000012212036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049006,0.0008027557,0.0007024251,0.0008534136,0.00046421593,0.0008277384,0.0011696167,0.0009142482,0.0019957323],"category_scores_gemma":[0.0009521074,0.00030625943,0.0007341541,0.00046110913,0.00072624383,0.0013656573,0.0007852853,0.0018706075,0.00060448435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012893918,0.000084365856,0.00020881885,0.0005759397,0.000103643986,0.0004332583,0.0004899077,0.045679662,0.08836543,0.2966552,0.002590139,0.5646846],"study_design_scores_gemma":[0.00007258963,0.0007300545,0.00046845785,0.00016554499,0.0001160229,0.00086801103,0.000107271306,0.794327,0.046728056,0.075229816,0.08109418,0.00009305896],"about_ca_topic_score_codex":0.0007214937,"about_ca_topic_score_gemma":0.0008092884,"teacher_disagreement_score":0.0019957323,"about_ca_system_score_codex":0.00027837974,"about_ca_system_score_gemma":0.0005097633,"threshold_uncertainty_score":0.0066764355},"labels":[],"label_agreement":null},{"id":"W2123829976","doi":"10.1109/ccece.2009.5090244","title":"Design and control of a high performance SCARA type robotic arm with rotary hydraulic actuators","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"SCARA; Actuator; Revolute joint; Rotary actuator; Control theory (sociology); Hydraulic cylinder; Hydraulic machinery; Electrohydraulic servo valve; Hydraulic motor; Engineering; Torque; Robotic arm; Servomotor; PID controller; Control engineering; Computer science; Robot; Mechanical engineering; Control (management); Artificial intelligence","score_opus":0.007739210322275805,"score_gpt":0.17845141721593863,"score_spread":0.17071220689366282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123829976","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13657716,0.00044307322,0.85422665,0.00014446457,0.000060743627,0.0001363507,0.000035130008,0.00092410564,0.007452402],"genre_scores_gemma":[0.89975506,0.00018107693,0.095898286,0.000038083814,0.000021849954,0.00016505632,0.000030780357,0.000019828954,0.0038899689],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982184,0.000028136254,0.000011870859,0.00004228161,0.00007771707,0.000018126897],"domain_scores_gemma":[0.9998035,0.00004251243,0.0000761715,0.000019882846,0.000039685165,0.000018293804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038862776,0.0003356279,0.0002944368,0.00016118267,0.0002157969,0.00037186441,0.0005757347,0.00039411773,0.0007888716],"category_scores_gemma":[0.00029517178,0.00024909142,0.00028467286,0.00009658382,0.00033733787,0.0001954325,0.00030894217,0.00020376591,0.00033675067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034185222,0.00011939117,0.0012023287,0.00058708503,0.00006424561,0.00066329085,0.00023837358,0.276495,0.58423716,0.0052892757,0.0007824411,0.12997968],"study_design_scores_gemma":[0.00014893313,0.0017495808,0.0029438885,0.000036537753,0.000060393926,0.00050127064,0.000045204975,0.93178576,0.05352373,0.0008607181,0.008301652,0.000042332467],"about_ca_topic_score_codex":0.0004937372,"about_ca_topic_score_gemma":0.0006015179,"teacher_disagreement_score":0.0007888716,"about_ca_system_score_codex":0.00014389744,"about_ca_system_score_gemma":0.00037607158,"threshold_uncertainty_score":0.0026389956},"labels":[],"label_agreement":null},{"id":"W2124706069","doi":"10.1243/09596518jsce634","title":"An electrohydraulic vibration exciter using a two-dimensional valve","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrohydraulic servo valve; Vibration; Vibrator (electronic); Mechanics; Body orifice; Acoustics; Piston (optics); Piston pump; Needle valve; Control theory (sociology); Rotation around a fixed axis; Engineering; Cylinder; Butterfly valve; Mechanical engineering; Physics; Computer science; Optics","score_opus":0.01063115925790991,"score_gpt":0.1992258288837565,"score_spread":0.1885946696258466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124706069","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22208837,0.0010002393,0.76731586,0.00023773176,0.0002472894,0.00015275212,0.00010984647,0.0017036166,0.007144238],"genre_scores_gemma":[0.85999393,0.00029877617,0.13329922,0.00007372034,0.000025053943,0.00009918557,0.000053861753,0.00002932549,0.0061269556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997925,0.000024545961,0.000013624958,0.000054852168,0.00009294654,0.000021566299],"domain_scores_gemma":[0.9998939,0.000031345742,0.000021635646,0.000023247503,0.000016191283,0.0000135637965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019994253,0.00023768173,0.00030524298,0.00012666467,0.00015652349,0.0003342566,0.0007882956,0.000496526,0.0011761967],"category_scores_gemma":[0.00019247088,0.00020301309,0.0002089827,0.00010724541,0.00036191614,0.0004695775,0.0005005584,0.0003616428,0.00029730325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114631664,0.00004135774,0.00025887592,0.00020397415,0.000009609514,0.00010721307,0.00007951307,0.0074959192,0.9482479,0.010100353,0.00033052888,0.033010095],"study_design_scores_gemma":[0.00014713961,0.0016626364,0.0023298603,0.00005834341,0.000031119096,0.0006283177,0.000050358325,0.33497405,0.62732714,0.0026985297,0.029975325,0.00011712503],"about_ca_topic_score_codex":0.00021403035,"about_ca_topic_score_gemma":0.00024299456,"teacher_disagreement_score":0.0011761967,"about_ca_system_score_codex":0.00022096612,"about_ca_system_score_gemma":0.00020896377,"threshold_uncertainty_score":0.0039348006},"labels":[],"label_agreement":null},{"id":"W2126418332","doi":"10.1109/acc.2007.4282713","title":"Dynamic Surface Control of Cooperating Hydraulic Manipulators in the Presence of Friction","year":2007,"lang":"en","type":"article","venue":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Trajectory; Nonlinear system; Control engineering; Computer science; Parametric statistics; Bounded function; Acceleration; Hydraulic cylinder; Payload (computing); Engineering; Control (management); Mathematics; Artificial intelligence","score_opus":0.00911315045531185,"score_gpt":0.22249251811580079,"score_spread":0.21337936766048893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126418332","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18143949,0.00018259385,0.81388146,0.000086814456,0.000041587347,0.00002778244,0.000005907939,0.00036521087,0.0039691725],"genre_scores_gemma":[0.9891243,0.00004913776,0.009869513,0.000011207031,0.00000775047,0.000021146852,0.0000053529557,0.0000070303167,0.0009045621],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970156,0.000053650372,0.000013586896,0.000054560453,0.00012200332,0.00005459824],"domain_scores_gemma":[0.9996494,0.00012089206,0.00008519254,0.000039872964,0.00007536111,0.000029267208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005002343,0.00047776414,0.00052147545,0.0002448012,0.00031026985,0.0005354663,0.0007332852,0.0005115199,0.00057760125],"category_scores_gemma":[0.00079406315,0.00019640538,0.0002542177,0.00017310106,0.0008876082,0.000614807,0.0009825573,0.00043252055,0.0001114122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000262382,0.00008540714,0.0010240568,0.00016181251,0.00004558824,0.0007634896,0.0006954248,0.76893246,0.11726675,0.013790839,0.00047410195,0.09649764],"study_design_scores_gemma":[0.000026752912,0.00023640781,0.00029900653,0.000004623333,0.0000066164316,0.0000496054,0.000037521695,0.99257624,0.0043177176,0.0014978384,0.00093900494,0.000008570665],"about_ca_topic_score_codex":0.0014883286,"about_ca_topic_score_gemma":0.0011234323,"teacher_disagreement_score":0.0014883286,"about_ca_system_score_codex":0.00025171757,"about_ca_system_score_gemma":0.00036309875,"threshold_uncertainty_score":0.002959311},"labels":[],"label_agreement":null},{"id":"W2126737850","doi":"10.1109/icsmc.2002.1173414","title":"Modified feedback linearization controller for pneumatic system with non negligible connection port restriction","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Control theory (sociology); Feedback linearization; Port (circuit theory); Controller (irrigation); Linearization; Connection (principal bundle); Computer science; Control engineering; Engineering; Control (management); Nonlinear system; Electrical engineering; Physics; Mechanical engineering; Artificial intelligence","score_opus":0.009710863139064902,"score_gpt":0.2005301804825776,"score_spread":0.19081931734351268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126737850","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032556117,0.00048815503,0.9572332,0.00013387215,0.00013567785,0.000109514156,0.000038370155,0.001615186,0.007689933],"genre_scores_gemma":[0.94901174,0.00024738355,0.042497244,0.00010435902,0.00006519942,0.00015198231,0.000065637134,0.00003676436,0.00781969],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980074,0.00002502139,0.0000116552965,0.000045708766,0.00009620913,0.000020659949],"domain_scores_gemma":[0.9998357,0.000040051455,0.00003410774,0.000011439194,0.00007188124,0.0000068251134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022900898,0.00043688715,0.0003342958,0.00019968762,0.00027825212,0.00043571863,0.000792938,0.00036168192,0.0022357597],"category_scores_gemma":[0.00035209474,0.00016164349,0.00022925738,0.00011698202,0.00028780245,0.00034016496,0.00036657855,0.00046257072,0.0004889344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005611892,0.00016568285,0.0008268834,0.0009801731,0.00012036798,0.0008881785,0.00045697886,0.34448546,0.3600758,0.018472848,0.0065394556,0.26642707],"study_design_scores_gemma":[0.00012261409,0.00068155694,0.0006796506,0.000027064722,0.0000372036,0.00021130529,0.000022795868,0.9535656,0.034976147,0.0012818979,0.008359366,0.000034811335],"about_ca_topic_score_codex":0.002814507,"about_ca_topic_score_gemma":0.0024919072,"teacher_disagreement_score":0.002814507,"about_ca_system_score_codex":0.00037730703,"about_ca_system_score_gemma":0.00036998128,"threshold_uncertainty_score":0.0074793696},"labels":[],"label_agreement":null},{"id":"W2128484400","doi":"10.5539/mas.v3n6p59","title":"Vibration-Based Fault Diagnosis of Hydraulic Pump of Tractor Steering System by Using Energy Technique","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vibration; Fault (geology); Bearing (navigation); Hydraulic pump; SIGNAL (programming language); Hydraulic machinery; Spectral density; Power (physics); Energy (signal processing); Condition monitoring; Automotive engineering; Acoustics; Computer science; Tractor; Engineering; Mechanical engineering; Geology; Mathematics; Physics; Artificial intelligence","score_opus":0.010901099468117324,"score_gpt":0.21117339000222587,"score_spread":0.20027229053410855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128484400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.566912,0.00051865773,0.4309744,0.00010787048,0.000021022182,0.000029034773,0.000042543237,0.0004544684,0.0009399631],"genre_scores_gemma":[0.9817687,0.00008036977,0.017793205,0.000007157973,0.000005983266,0.0000069628663,0.000021935486,0.000005099975,0.00031067192],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998273,0.000033154025,0.000010832541,0.0000261301,0.000088903485,0.000013670024],"domain_scores_gemma":[0.99972636,0.00013950781,0.000045959714,0.0000147244045,0.00006460906,0.000008820965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819907,0.0002621146,0.00021648029,0.0006584263,0.00012647723,0.0002027939,0.00018480535,0.00035404123,0.00049516244],"category_scores_gemma":[0.00074584666,0.00012840037,0.000152183,0.00019473978,0.00017461741,0.0004725593,0.00015916987,0.00012514369,0.000103634986],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089684164,0.00013218465,0.01719267,0.00034512134,0.000077522745,0.00059683115,0.00028832047,0.051044315,0.4109075,0.0011672482,0.00054878066,0.5168026],"study_design_scores_gemma":[0.000055586304,0.0005640131,0.03976951,0.000031553423,0.00008536814,0.00083029486,0.00018234583,0.824208,0.13149491,0.0014695686,0.0012649598,0.00004382021],"about_ca_topic_score_codex":0.000592355,"about_ca_topic_score_gemma":0.00059177744,"teacher_disagreement_score":0.0006584263,"about_ca_system_score_codex":0.0001411294,"about_ca_system_score_gemma":0.000100260375,"threshold_uncertainty_score":0.0016564727},"labels":[],"label_agreement":null},{"id":"W2128884975","doi":"10.1109/robot.2002.1013660","title":"High steady-state accuracy pneumatic servo positioning system with PVA/PV control and friction compensation","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Compensation (psychology); Actuator; Steady state (chemistry); Servomechanism; Servo; Servo control; Pneumatic actuator; Electrohydraulic servo valve; Engineering; Nonlinear system; Controller (irrigation); Servomotor; Control valves; Power (physics); Control engineering; Computer science; Control (management); Mechanical engineering; Physics","score_opus":0.00593953085256668,"score_gpt":0.18079756782600423,"score_spread":0.17485803697343755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128884975","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20219515,0.00040627652,0.7847163,0.00015224035,0.00014309502,0.00013721187,0.00016996617,0.0061917356,0.0058880155],"genre_scores_gemma":[0.8536696,0.00010251108,0.1404347,0.00004935879,0.000030021447,0.000103615545,0.00012585963,0.00009102807,0.005393366],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972206,0.000026945925,0.000019183952,0.0000608871,0.0001509522,0.000019888184],"domain_scores_gemma":[0.99956995,0.00011098828,0.00008064642,0.00007205764,0.00014463623,0.000021614387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270882,0.0003754148,0.00035511365,0.00017488303,0.00020942514,0.00029848103,0.0007541063,0.00042588255,0.0014688917],"category_scores_gemma":[0.00067147653,0.00022340892,0.00013560636,0.00023882638,0.0003079168,0.00039779308,0.00032919348,0.00041778822,0.0007792436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017636461,0.000043801887,0.00067109556,0.0002478124,0.0000195792,0.00009499588,0.000111991554,0.0046143965,0.9057892,0.0010259256,0.0010847821,0.08612012],"study_design_scores_gemma":[0.00012500811,0.0011211919,0.00524565,0.000022659988,0.000053026502,0.0007658946,0.000026205224,0.11375697,0.8629622,0.00056791474,0.015291941,0.00006133023],"about_ca_topic_score_codex":0.0004512042,"about_ca_topic_score_gemma":0.0005727346,"teacher_disagreement_score":0.0014688917,"about_ca_system_score_codex":0.00016749311,"about_ca_system_score_gemma":0.00019558628,"threshold_uncertainty_score":0.004913926},"labels":[],"label_agreement":null},{"id":"W2129426316","doi":"10.5539/mas.v3n9p103","title":"The Model-Matching Error and Optimal Solution in Locally Convex Space","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Space (punctuation); Regular polygon; Mathematics; Convex set; Subderivative; Convex combination; Proper convex function; Convex analysis; Mathematical optimization; Range (aeronautics); Convex optimization; Locally convex topological vector space; Absolutely convex set; Controller (irrigation); Applied mathematics; Computer science; Geometry; Statistics","score_opus":0.011563352486587825,"score_gpt":0.2221441671276287,"score_spread":0.21058081464104086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129426316","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00568776,0.00010830839,0.9919584,0.0001254175,0.000035120425,0.0000077070135,0.000011720242,0.000051647123,0.0020139944],"genre_scores_gemma":[0.55014443,0.0007873058,0.43548435,0.00017295688,0.00012245883,0.00013004745,0.00014487504,0.00018768886,0.012825848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991812,0.00029923176,0.000045551675,0.00016354833,0.0002477529,0.00006275247],"domain_scores_gemma":[0.9992206,0.00036116186,0.00009667815,0.00011212177,0.00015610542,0.00005320177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520077,0.0006518902,0.000702493,0.0005854205,0.0003147388,0.001113604,0.0008320989,0.0006645299,0.0022547203],"category_scores_gemma":[0.004817517,0.00024767313,0.00066104694,0.00050881325,0.0015946408,0.0022344794,0.0017209002,0.0018056777,0.00031320797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005118158,0.00001685322,0.00022102759,0.00010189327,0.00002232029,0.000056281056,0.000096968884,0.1744628,0.0031944807,0.7811007,0.0008870067,0.03978861],"study_design_scores_gemma":[0.0000061738283,0.00006163866,0.00010934882,0.000014990984,0.000007633352,0.000052938176,0.000024233026,0.7093228,0.002362492,0.28606993,0.0019496704,0.00001816071],"about_ca_topic_score_codex":0.0014935924,"about_ca_topic_score_gemma":0.0006298885,"teacher_disagreement_score":0.0022547203,"about_ca_system_score_codex":0.00097560696,"about_ca_system_score_gemma":0.0008757798,"threshold_uncertainty_score":0.008039057},"labels":[],"label_agreement":null},{"id":"W2132973316","doi":"10.5539/mer.v5n1p1","title":"Effects of Various Geometric Designs on the Flow Characteristics of a Triangular Rotary Engine","year":2015,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Casing; Rotary engine; Internal flow; Computational fluid dynamics; Fluent; Leakage (economics); Mechanical engineering; Rotor (electric); Volumetric efficiency; Internal combustion engine; Mechanics; Internal pressure; Flow (mathematics); Engineering; Automotive engineering; Materials science","score_opus":0.06241439585957249,"score_gpt":0.2739645683315737,"score_spread":0.2115501724720012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132973316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888388,0.00020339887,0.008773094,0.000031346965,0.000016011976,0.000024203662,0.0000870549,0.00015863683,0.0018674856],"genre_scores_gemma":[0.99769104,0.000055634173,0.0019942936,0.000006758144,0.00000163507,0.000006163144,0.000043287302,0.000023936176,0.00017718281],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935156,0.0001347938,0.00006840718,0.00012593411,0.00017374034,0.0001456168],"domain_scores_gemma":[0.9977169,0.0010309551,0.00064376654,0.00022136958,0.0003262203,0.00006072605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006017519,0.00064101303,0.00044929254,0.0006768439,0.00033693048,0.0007973778,0.00043052854,0.00059592316,0.0012845357],"category_scores_gemma":[0.0041882438,0.00034006135,0.00046150642,0.0004947513,0.0008009364,0.00056038296,0.000393727,0.00021622427,0.00029987012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029312118,0.00025870343,0.0384799,0.00075836317,0.00010028324,0.0020568338,0.0006111702,0.43597615,0.44823965,0.0027081745,0.000922451,0.06695704],"study_design_scores_gemma":[0.00017244258,0.003933292,0.0429123,0.000066961744,0.00027441958,0.0021118156,0.0007502603,0.37357578,0.57077163,0.0007746315,0.0044025416,0.0002538937],"about_ca_topic_score_codex":0.0011107959,"about_ca_topic_score_gemma":0.0010207235,"teacher_disagreement_score":0.0012845357,"about_ca_system_score_codex":0.0004977111,"about_ca_system_score_gemma":0.00041947473,"threshold_uncertainty_score":0.004297197},"labels":[],"label_agreement":null},{"id":"W2133745614","doi":"10.1109/ccece.2005.1557212","title":"Sliding-mode control of a servomotor-pump in a position control application","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Control theory (sociology); Servomotor; Robustness (evolution); Robust control; PID controller; Hydraulic cylinder; Controller (irrigation); Sliding mode control; Control engineering; Computer science; Engineering; Control system; Nonlinear system; Temperature control; Mechanical engineering; Physics; Artificial intelligence; Control (management)","score_opus":0.0026372329221107577,"score_gpt":0.18797085175722575,"score_spread":0.18533361883511498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133745614","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103042655,0.0002787633,0.8905361,0.00010494048,0.00009834451,0.0001000304,0.000019048943,0.001218658,0.004601486],"genre_scores_gemma":[0.9284637,0.000108670596,0.06771513,0.00002930165,0.000025416302,0.000055234315,0.000016380589,0.00002244954,0.0035637072],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998429,0.00002094677,0.000010910699,0.000030460229,0.00008168997,0.000013024542],"domain_scores_gemma":[0.9998338,0.000065003725,0.000019869307,0.000018277357,0.000052474916,0.000010579454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000263219,0.00027434426,0.00018212455,0.000111864094,0.00018479409,0.0003374728,0.00043866635,0.00037564372,0.0013574214],"category_scores_gemma":[0.00049634953,0.00013632176,0.00013106392,0.000089116955,0.00022400635,0.00029664385,0.00021453765,0.00025122415,0.00026707788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048936694,0.00019558622,0.0014154592,0.0004557336,0.000050799634,0.0006470564,0.00032502232,0.15883805,0.5555686,0.008618981,0.0014959285,0.27189946],"study_design_scores_gemma":[0.0000568567,0.0007494528,0.0013992484,0.0000181037,0.00003857532,0.00018596071,0.000026616526,0.8459491,0.14154087,0.0012249671,0.008791546,0.000018683932],"about_ca_topic_score_codex":0.00057490944,"about_ca_topic_score_gemma":0.00056893314,"teacher_disagreement_score":0.0013574214,"about_ca_system_score_codex":0.000116245,"about_ca_system_score_gemma":0.00021394262,"threshold_uncertainty_score":0.004541099},"labels":[],"label_agreement":null},{"id":"W2134780929","doi":"10.1109/tcst.2007.912121","title":"Flatness-Based Tracking of an Electromechanical Variable Valve Timing Actuator With Disturbance Observer Feedforward Compensation","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Feed forward; Control theory (sociology); Actuator; Engineering; Solenoid valve; Flatness (cosmology); Test bench; Control engineering; Automotive engineering; Computer science; Mechanical engineering; Control (management)","score_opus":0.015237199839683547,"score_gpt":0.20929906185370198,"score_spread":0.19406186201401843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134780929","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0971243,0.00012951238,0.8996397,0.000050459526,0.00005792633,0.000056388275,0.000023594352,0.0005867833,0.002331361],"genre_scores_gemma":[0.9759891,0.00004395847,0.021870999,0.000017723281,0.000006679775,0.000027537695,0.0000224058,0.000009308525,0.0020122845],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988663,0.0000116121055,0.000006741948,0.000024326871,0.00005606079,0.000014636121],"domain_scores_gemma":[0.9997757,0.00006098597,0.000047733272,0.00002577388,0.00007537804,0.000014440954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022796483,0.00040109447,0.00023428723,0.00021070015,0.0002081312,0.00036176332,0.0004513281,0.00026449395,0.0007165178],"category_scores_gemma":[0.00053928245,0.00014346192,0.00012093968,0.0001045703,0.00020589508,0.00021025845,0.00023355546,0.00026502024,0.00015612193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055639783,0.00012765825,0.001349197,0.00026434808,0.00003808415,0.00033814873,0.0002626928,0.2205182,0.5600919,0.005229116,0.00078022195,0.21044412],"study_design_scores_gemma":[0.00003002512,0.00049875583,0.0016758642,0.000010269256,0.0000116220735,0.00008081672,0.00001669079,0.93465614,0.061197907,0.0004503491,0.00135674,0.000014824877],"about_ca_topic_score_codex":0.0023683265,"about_ca_topic_score_gemma":0.0023606857,"teacher_disagreement_score":0.0023683265,"about_ca_system_score_codex":0.00021645198,"about_ca_system_score_gemma":0.00031616792,"threshold_uncertainty_score":0.004709065},"labels":[],"label_agreement":null},{"id":"W2135318737","doi":"10.4271/2011-01-0940","title":"An Efficient Lift Control Technique in Electro-hydraulic Camless Valvetrain Using Variable Speed Hydraulic Pump","year":2011,"lang":"en","type":"article","venue":"SAE International Journal of Engines","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lift (data mining); Variable displacement pump; Hydraulic machinery; Electronic speed control; Automotive engineering; Hydraulic pump; Hydraulic motor; Control theory (sociology); Variable (mathematics); Environmental science; Marine engineering; Engineering; Computer science; Mechanical engineering; Control (management); Mathematics; Electrical engineering; Artificial intelligence","score_opus":0.01572511873834689,"score_gpt":0.24599117715079677,"score_spread":0.23026605841244988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135318737","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23194952,0.0007903436,0.7617068,0.00013391682,0.00013672501,0.000072605726,0.000043220403,0.000968527,0.00419833],"genre_scores_gemma":[0.959074,0.0001444904,0.03922128,0.000018523117,0.000017770917,0.000025908468,0.000020083275,0.000010894705,0.0014670367],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984646,0.00001919754,0.000011975583,0.000027652106,0.00008056886,0.000014152112],"domain_scores_gemma":[0.9999206,0.000019129022,0.000019734567,0.000012114803,0.000022551041,0.0000057804846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020098597,0.00018421178,0.0003016499,0.00022213938,0.0002190052,0.00033138003,0.0005372984,0.00022802329,0.000598731],"category_scores_gemma":[0.00015740383,0.00013542312,0.0002169669,0.0001465925,0.00022623735,0.0002802091,0.00025452112,0.0002050718,0.000119470686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003362653,0.00010059071,0.0011521169,0.00047280395,0.00003790529,0.0002981954,0.00021622133,0.045943685,0.72704184,0.0049138074,0.000845042,0.21864158],"study_design_scores_gemma":[0.000106830725,0.00078913325,0.00309498,0.000023335992,0.000034437482,0.000328494,0.000044664124,0.83514124,0.15260054,0.00068809476,0.007102793,0.000045443867],"about_ca_topic_score_codex":0.0009673131,"about_ca_topic_score_gemma":0.0009145933,"teacher_disagreement_score":0.0009673131,"about_ca_system_score_codex":0.0001329055,"about_ca_system_score_gemma":0.00024111023,"threshold_uncertainty_score":0.0020029545},"labels":[],"label_agreement":null},{"id":"W2137054283","doi":"10.1109/cdc.2008.4738651","title":"Cycle adaptive feedforward approach control of an electromagnetic valve actuator","year":2008,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Feed forward; Actuator; Soft landing; Control theory (sociology); Controller (irrigation); Adaptive control; Noise (video); Engineering; Control engineering; Valve actuator; Internal combustion engine; Computer science; Active noise control; Constant (computer programming); Control (management); Automotive engineering; Channel (broadcasting)","score_opus":0.009586705892143046,"score_gpt":0.18481067521937125,"score_spread":0.1752239693272282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137054283","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24817893,0.0004103888,0.73992085,0.00012482572,0.00018776752,0.00007159209,0.000039929244,0.0007877137,0.010277942],"genre_scores_gemma":[0.985098,0.000056454934,0.0125248665,0.000025505564,0.000012024031,0.000023944634,0.000011528647,0.0000048813126,0.0022428015],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999336,0.0000103429265,0.0000029848395,0.000012795217,0.00003131092,0.00000894522],"domain_scores_gemma":[0.9998779,0.000042364707,0.00002090384,0.000008137011,0.000041686748,0.000009001423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015406325,0.00023753628,0.00014830976,0.00015168912,0.00021662046,0.00023009765,0.00035370118,0.0002673227,0.0009635446],"category_scores_gemma":[0.00030380237,0.00008916166,0.00011883261,0.00008926597,0.00017907885,0.00012676495,0.00019873733,0.00019852672,0.000088342415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000623877,0.00021611199,0.001236974,0.00028706057,0.00006509766,0.0003866792,0.00025230367,0.35165554,0.25196293,0.0060699577,0.0020006003,0.38524282],"study_design_scores_gemma":[0.00004820741,0.00071831536,0.0011802266,0.000013749177,0.000017392227,0.00008056523,0.000012828824,0.96940047,0.025337365,0.0007986002,0.0023717692,0.000020437585],"about_ca_topic_score_codex":0.0019859758,"about_ca_topic_score_gemma":0.0027890084,"teacher_disagreement_score":0.0019859758,"about_ca_system_score_codex":0.00015842263,"about_ca_system_score_gemma":0.00022369942,"threshold_uncertainty_score":0.0039488077},"labels":[],"label_agreement":null},{"id":"W2138478222","doi":"10.1109/icma.2005.1626519","title":"Experimental comparison of two pneumatic servo position control algorithms","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hatch (Canada)","funders":"","keywords":"Control theory (sociology); Payload (computing); Servo; Acceleration; Sine wave; Servomechanism; Position (finance); Trajectory; Linearity; Tracking (education); Computer science; Power (physics); Servo control; Compensation (psychology); Root mean square; Engineering; Control engineering; Control (management); Physics; Artificial intelligence","score_opus":0.01014334569100252,"score_gpt":0.2569447861472128,"score_spread":0.24680144045621025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138478222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7342484,0.0005428776,0.25377873,0.00021570302,0.00033440455,0.0005331578,0.00023834789,0.0017588028,0.008349549],"genre_scores_gemma":[0.9456191,0.00014155771,0.04990676,0.00004838979,0.000021210006,0.00024299577,0.00022892262,0.000065957196,0.0037250575],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992017,0.00012633356,0.00009937334,0.00015196169,0.0003308814,0.000089815985],"domain_scores_gemma":[0.9974613,0.0010404509,0.00017474429,0.00024938586,0.000976401,0.000097740376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009971866,0.00048591458,0.0003362061,0.00065797183,0.00034383422,0.00050758384,0.0007059093,0.00094538345,0.0034752637],"category_scores_gemma":[0.004019726,0.00023052956,0.00018701958,0.00047242775,0.00039012753,0.0005700296,0.00040297184,0.00039258818,0.00046013718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003828546,0.0016534034,0.0020692758,0.0013746141,0.00009117747,0.00014766856,0.0005239119,0.03554854,0.68873364,0.0015713789,0.0012852616,0.2631724],"study_design_scores_gemma":[0.000520895,0.010012632,0.010243928,0.0000819352,0.00008609999,0.0002758423,0.00017867798,0.22890839,0.74370295,0.00047343684,0.0054335687,0.00008162199],"about_ca_topic_score_codex":0.0008704673,"about_ca_topic_score_gemma":0.0006134517,"teacher_disagreement_score":0.0034752637,"about_ca_system_score_codex":0.00024437212,"about_ca_system_score_gemma":0.00026828045,"threshold_uncertainty_score":0.011625946},"labels":[],"label_agreement":null},{"id":"W2138750782","doi":"10.1109/afrcon.2009.5308385","title":"Adaptive control of an electrohydraulic position servo system","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Lyapunov function; Adaptive control; Linearization; Feedback linearization; Computer science; Control engineering; Tracking error; Nonlinear system; Servomechanism; Position (finance); Controller (irrigation); Lyapunov stability; Reference model; Servo; Control system; Engineering; Control (management); Artificial intelligence","score_opus":0.004616305177338334,"score_gpt":0.18432211178462185,"score_spread":0.17970580660728352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138750782","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06985108,0.00022481424,0.92128634,0.00022525762,0.00009603176,0.00006564987,0.000030996875,0.00048785465,0.0077320044],"genre_scores_gemma":[0.9608201,0.00014604091,0.034717042,0.000052180814,0.000030173253,0.000056743924,0.000016700527,0.000009982446,0.0041511613],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987984,0.000017686178,0.0000064609776,0.000039004015,0.000045876073,0.000011094505],"domain_scores_gemma":[0.9998839,0.000043676686,0.000025633724,0.000008563171,0.000031317544,0.0000069097523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001789677,0.00024581648,0.00021200902,0.00010768544,0.00024721073,0.00035501292,0.0004919244,0.00033518233,0.0011535155],"category_scores_gemma":[0.0004367578,0.000118455195,0.00014966291,0.000095511044,0.0003785121,0.00025806128,0.00043348662,0.00036325524,0.00015474122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017181097,0.00008700838,0.0011940282,0.00019357982,0.000037890593,0.00030935594,0.00025007015,0.71646214,0.10758801,0.017301178,0.00096191873,0.15544312],"study_design_scores_gemma":[0.0000242902,0.000112933805,0.00040831548,0.0000074750437,0.000007660816,0.000035918416,0.000010469906,0.9916837,0.004963558,0.000771375,0.0019657188,0.000008611389],"about_ca_topic_score_codex":0.002604005,"about_ca_topic_score_gemma":0.0019256355,"teacher_disagreement_score":0.002604005,"about_ca_system_score_codex":0.00023704558,"about_ca_system_score_gemma":0.00035534715,"threshold_uncertainty_score":0.0051776767},"labels":[],"label_agreement":null},{"id":"W2138930719","doi":"10.1109/robot.1993.292010","title":"Application of force feedback to heavy duty hydraulic machines","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heavy duty; Computer science; Hydraulic machinery; Mechanical engineering; Engineering; Automotive engineering","score_opus":0.010613718280635705,"score_gpt":0.20621963443903354,"score_spread":0.19560591615839784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138930719","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16154252,0.0009329527,0.8172122,0.00038819236,0.0002595871,0.0002784525,0.00006435559,0.004388344,0.014933343],"genre_scores_gemma":[0.8816982,0.00041187534,0.11035278,0.00011404168,0.00008105736,0.0000835036,0.000039890776,0.00008906783,0.0071296003],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996184,0.000041947955,0.000015656547,0.00005272282,0.00023112602,0.00004015648],"domain_scores_gemma":[0.99941146,0.00023150367,0.00008148948,0.00009715241,0.00013334643,0.00004512228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027877153,0.0004383422,0.00024004569,0.00030322163,0.00032675057,0.0003897662,0.00083151035,0.00043450584,0.0028393583],"category_scores_gemma":[0.0011622793,0.00018962826,0.00013308393,0.0001453343,0.000441356,0.00037815413,0.0007773082,0.00036888194,0.00043549543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025995562,0.00013771317,0.00051818835,0.00032293706,0.000012735931,0.00044485737,0.00029010474,0.024016961,0.69240534,0.005712804,0.0015415672,0.27433684],"study_design_scores_gemma":[0.00015687468,0.001644398,0.0028420766,0.00007869438,0.00003171545,0.0010947488,0.00007664465,0.31814185,0.62144196,0.0062069646,0.048190374,0.000093691844],"about_ca_topic_score_codex":0.00085881184,"about_ca_topic_score_gemma":0.00073956733,"teacher_disagreement_score":0.0028393583,"about_ca_system_score_codex":0.00027450413,"about_ca_system_score_gemma":0.00029509605,"threshold_uncertainty_score":0.009498596},"labels":[],"label_agreement":null},{"id":"W2141645751","doi":"10.1109/tmech.2006.886190","title":"Identification and Real-Time Control of an Electrohydraulic Servo System Based on Nonlinear Backstepping","year":2007,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":188,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Backstepping; Nonlinear system; Controller (irrigation); PID controller; Control engineering; Servomechanism; System identification; Computer science; Adaptive control; Engineering; Control (management)","score_opus":0.005060296186093813,"score_gpt":0.2088570149566695,"score_spread":0.2037967187705757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141645751","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057305217,0.0003255563,0.93831515,0.000091713766,0.00004888961,0.00007515165,0.00001539134,0.0005600341,0.0032628844],"genre_scores_gemma":[0.9261878,0.00024478757,0.06935008,0.000049495793,0.000014708826,0.0001306479,0.00003176207,0.00002226873,0.0039684908],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996828,0.00006088773,0.00002082386,0.00007122708,0.00014069659,0.000023519351],"domain_scores_gemma":[0.99966,0.00016459204,0.000056311634,0.000028295937,0.00007977343,0.000011053165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043693522,0.0003742424,0.00034265668,0.00015336294,0.00019086957,0.00050744496,0.00045797662,0.0005195309,0.0008436152],"category_scores_gemma":[0.0009193938,0.00019823335,0.00026102626,0.00012466834,0.0005043694,0.00040022325,0.00040636968,0.00041222243,0.00022561502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041263484,0.00013693131,0.001170228,0.0006488179,0.000076340184,0.0005671173,0.0008010625,0.5493096,0.26683852,0.0109891035,0.0006769854,0.16837274],"study_design_scores_gemma":[0.000024567857,0.00027161159,0.0006429692,0.00001939393,0.000014534195,0.000112771835,0.000028067434,0.97309476,0.023221478,0.00066297705,0.0018865002,0.000020391919],"about_ca_topic_score_codex":0.002233358,"about_ca_topic_score_gemma":0.0012787356,"teacher_disagreement_score":0.002233358,"about_ca_system_score_codex":0.00024515996,"about_ca_system_score_gemma":0.00040327312,"threshold_uncertainty_score":0.0044407845},"labels":[],"label_agreement":null},{"id":"W2142058316","doi":"10.1139/l99-087","title":"Air-water flow in bottom outlets","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Air entrainment; Entrainment (biomusicology); Flow (mathematics); Airflow; Air water; Water tunnel; Hydraulic jump; Environmental science; Flow velocity; Meteorology; Geotechnical engineering; Mechanics; Geology; Engineering; Vortex; Mechanical engineering; Geography; Physics","score_opus":0.004859658007254162,"score_gpt":0.15732320122442459,"score_spread":0.15246354321717043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142058316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579293,0.00022144213,0.03897323,0.000035283487,0.000021839573,0.00002276566,0.00012801477,0.00026438705,0.0024037992],"genre_scores_gemma":[0.9926271,0.00009213557,0.0052949367,0.000008840498,0.000006081423,0.000013564643,0.000111526584,0.000024681589,0.0018211321],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998653,0.000020060486,0.000007133549,0.000023942723,0.00004457686,0.000038920254],"domain_scores_gemma":[0.99986386,0.0000323508,0.000023481743,0.0000057262555,0.000038093953,0.000036386617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220212,0.00028965532,0.00028853188,0.00040094845,0.0004753599,0.0006153255,0.00022899719,0.00038913896,0.0011932777],"category_scores_gemma":[0.0004543458,0.00022102891,0.00029341786,0.00017057978,0.00049267546,0.00047086435,0.00062153675,0.00027554066,0.00030207698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079079816,0.00017576158,0.036393974,0.0003307728,0.000023308721,0.0010128058,0.00032991037,0.14330849,0.7726306,0.008579794,0.00078438566,0.035639387],"study_design_scores_gemma":[0.00022086417,0.0015899398,0.04529447,0.00015225368,0.00005828762,0.00045108394,0.00047475394,0.60894835,0.33013412,0.0053304895,0.007256721,0.00008869436],"about_ca_topic_score_codex":0.002762585,"about_ca_topic_score_gemma":0.0023497506,"teacher_disagreement_score":0.002762585,"about_ca_system_score_codex":0.00039173506,"about_ca_system_score_gemma":0.00044992726,"threshold_uncertainty_score":0.0054929256},"labels":[],"label_agreement":null},{"id":"W2143092842","doi":"10.1109/iros.2008.4650575","title":"A New Method for Online Parameter Estimation of Hunt-Crossley Environment Dynamic Models","year":2008,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Estimation theory; Initialization; Convergence (economics); Computer science; Sensitivity (control systems); Nonlinear system; Set (abstract data type); Identification (biology); System identification; Applied mathematics; Algorithm; Control theory (sociology); Mathematical optimization; Mathematics; Artificial intelligence; Data modeling; Control (management); Engineering; Physics","score_opus":0.026692078823186194,"score_gpt":0.27315661877042413,"score_spread":0.24646453994723794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143092842","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074469595,0.000024676407,0.99889356,0.000008310338,0.0000082282895,0.000007950193,0.000007197102,0.00012487751,0.00018058579],"genre_scores_gemma":[0.20682657,0.0002010062,0.78733796,0.000071286304,0.000053609598,0.00017889049,0.00014893532,0.00016882345,0.005012916],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995136,0.00010212762,0.00002238522,0.000117364354,0.00021601867,0.000028465816],"domain_scores_gemma":[0.9993166,0.00034264062,0.000074367075,0.00012238487,0.00012211043,0.000022006818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006368564,0.0005980201,0.0007757994,0.0005077389,0.00030997745,0.00049956935,0.00095629523,0.00088832865,0.002105587],"category_scores_gemma":[0.0023020916,0.00048817976,0.00053254166,0.00029615723,0.00046989587,0.0011974912,0.0011958088,0.0013574279,0.00071609044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019640442,0.00011420923,0.0008016224,0.0002719735,0.00012044874,0.00020090572,0.00020010605,0.32596797,0.073023126,0.032505676,0.0032422624,0.56335527],"study_design_scores_gemma":[0.000011733693,0.00004397658,0.00022225086,0.000007637466,0.000010415252,0.00010547984,0.0000056172676,0.98687035,0.007122613,0.002689301,0.0028872152,0.000023379585],"about_ca_topic_score_codex":0.0022008135,"about_ca_topic_score_gemma":0.0033051982,"teacher_disagreement_score":0.0022008135,"about_ca_system_score_codex":0.00032788207,"about_ca_system_score_gemma":0.0008846485,"threshold_uncertainty_score":0.007043898},"labels":[],"label_agreement":null},{"id":"W2144349051","doi":"10.1109/cdc.2010.5717397","title":"A new form of the smooth variable structure filter with a covariance derivation","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Covariance; Kalman filter; Covariance matrix; Filter (signal processing); Estimator; Mathematics; Covariance intersection; Noise (video); Invariant extended Kalman filter; Measure (data warehouse); Computer science; Stability (learning theory); Extended Kalman filter; Algorithm; Estimation of covariance matrices; Artificial intelligence; Statistics; Control (management)","score_opus":0.003662377639902597,"score_gpt":0.16343566628717437,"score_spread":0.15977328864727178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144349051","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056917424,0.00012583198,0.99762446,0.00008125477,0.00011084793,0.0000129547825,0.000030847066,0.00012455364,0.0013201347],"genre_scores_gemma":[0.1461133,0.0015785815,0.8311464,0.000540155,0.00075408834,0.00022360026,0.00040982696,0.00024903743,0.018985031],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990994,0.00015067644,0.000054282482,0.00021085053,0.00043486888,0.000049964794],"domain_scores_gemma":[0.9991959,0.0002659566,0.00008012867,0.000098477845,0.0003349107,0.000024566336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010358065,0.000720101,0.0008133604,0.00076603063,0.00043013945,0.0011365841,0.0008127801,0.0015378256,0.005052334],"category_scores_gemma":[0.003370828,0.00040289658,0.0009889214,0.0009877919,0.00079417805,0.0018515632,0.00074914115,0.0016240089,0.0019039795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013578728,0.00007134643,0.0010956931,0.00034473796,0.00016709355,0.0003252004,0.00021756103,0.18498857,0.03188254,0.37555566,0.010482767,0.3947331],"study_design_scores_gemma":[0.000045252993,0.00019260873,0.0008104708,0.000055171855,0.00006182031,0.00049196836,0.00003235937,0.8614917,0.006577196,0.0724898,0.057655893,0.000095815296],"about_ca_topic_score_codex":0.0028270197,"about_ca_topic_score_gemma":0.0030905558,"teacher_disagreement_score":0.005052334,"about_ca_system_score_codex":0.000585752,"about_ca_system_score_gemma":0.0012390263,"threshold_uncertainty_score":0.016901731},"labels":[],"label_agreement":null},{"id":"W2144696323","doi":"10.1109/tcst.2008.2001710","title":"Discrete-Time Elasto-Plastic Friction Estimation","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Estimator; Control theory (sociology); Position (finance); Compensation (psychology); Convergence (economics); Noise (video); Discrete time and continuous time; Dynamical friction; Computer science; Mathematics; Control (management); Physics; Artificial intelligence","score_opus":0.0037618754445020524,"score_gpt":0.19310088350657525,"score_spread":0.1893390080620732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144696323","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007016036,0.00012768757,0.99195236,0.000042606123,0.000019019832,0.000010314656,0.00002554531,0.00019879753,0.00060759886],"genre_scores_gemma":[0.85632837,0.0003562414,0.1403259,0.00003905871,0.000033030108,0.00006414813,0.00010820007,0.000036672496,0.0027083578],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972004,0.000029782472,0.000016583777,0.00007309148,0.00013775426,0.000022704162],"domain_scores_gemma":[0.9996817,0.000113963135,0.000075097734,0.00004498854,0.00006923317,0.000015066473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003267001,0.0003848398,0.0005417092,0.00041359733,0.00020243223,0.0008703317,0.0006810195,0.0005447818,0.0010717487],"category_scores_gemma":[0.001344957,0.0002888151,0.0003169266,0.0002915112,0.0003242225,0.00062564,0.00044855155,0.0005619113,0.00030369175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019084953,0.000068017645,0.0011940907,0.00023223917,0.000041457744,0.00008489056,0.00008373337,0.78490436,0.028336702,0.017432023,0.00096373766,0.16646786],"study_design_scores_gemma":[0.0000035520118,0.00001477344,0.00013495528,0.000004741708,0.0000028258405,0.000021672082,0.0000032029093,0.9947915,0.0033509417,0.0011064243,0.0005607117,0.0000047482063],"about_ca_topic_score_codex":0.0019569835,"about_ca_topic_score_gemma":0.001557361,"teacher_disagreement_score":0.0019569835,"about_ca_system_score_codex":0.000444284,"about_ca_system_score_gemma":0.00049017405,"threshold_uncertainty_score":0.0038912296},"labels":[],"label_agreement":null},{"id":"W2147171485","doi":"10.1109/robot.1997.620058","title":"The dynamics of an articulated forestry machine and its applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sizing; Computer science; Degrees of freedom (physics and chemistry); Point (geometry); Control engineering; Base (topology); Double pendulum; Control theory (sociology); Pendulum; Control (management); Inverted pendulum; Artificial intelligence; Engineering; Mechanical engineering; Mathematics; Nonlinear system","score_opus":0.00776409523836104,"score_gpt":0.1926660678406893,"score_spread":0.18490197260232824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147171485","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07341783,0.0016659895,0.8916453,0.0003444741,0.00008232335,0.00003489352,0.00012712948,0.00053294917,0.032149088],"genre_scores_gemma":[0.92299575,0.0014467093,0.06724443,0.000034321532,0.00003780604,0.000046766305,0.00010846792,0.00003127775,0.00805437],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985385,0.000028154065,0.0000054912657,0.000025486068,0.00007816271,0.000008832672],"domain_scores_gemma":[0.99985766,0.000059964535,0.00002327663,0.000020872263,0.00002397096,0.000014275353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001347416,0.00030382528,0.00032643517,0.00023868961,0.00039325998,0.00042869552,0.00040019542,0.0008559786,0.0033606484],"category_scores_gemma":[0.00054709037,0.00016482497,0.00024725313,0.00027377022,0.00055549183,0.0005630227,0.0004909905,0.0003301628,0.00059384253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008128842,0.000036896443,0.000909433,0.0002172509,0.00001222023,0.0005495361,0.00037204113,0.7690042,0.035124227,0.09283272,0.0013656972,0.09949444],"study_design_scores_gemma":[0.000009288996,0.00009839317,0.000776872,0.00004463117,0.00000613511,0.00045051822,0.0000773555,0.9450007,0.0059422343,0.027633576,0.019934842,0.000025399488],"about_ca_topic_score_codex":0.0010515993,"about_ca_topic_score_gemma":0.00063905923,"teacher_disagreement_score":0.0033606484,"about_ca_system_score_codex":0.00022433166,"about_ca_system_score_gemma":0.00033092257,"threshold_uncertainty_score":0.011242509},"labels":[],"label_agreement":null},{"id":"W2148394594","doi":"10.1177/1077546307087487","title":"Interlaced Backstepping and Integrator Forwarding for Nonlinear Control of an Electrohydraulic Active Suspension","year":2008,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backstepping; Control theory (sociology); Integrator; Active suspension; Lyapunov function; Suspension (topology); Control engineering; Computer science; Nonlinear system; Double integrator; Feed forward; Nonlinear control; Actuator; Engineering; Control (management); Mathematics; Adaptive control; Artificial intelligence","score_opus":0.008227742273111382,"score_gpt":0.21818258216948258,"score_spread":0.2099548398963712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148394594","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048057493,0.0003397566,0.94665265,0.00007058821,0.000095522795,0.000051878458,0.000009563094,0.00017805361,0.0045444323],"genre_scores_gemma":[0.93593097,0.0002997484,0.059583705,0.00006133046,0.000036215315,0.00009044367,0.000020850004,0.000015482652,0.00396118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973875,0.00006614551,0.000020365384,0.00004688139,0.0001029899,0.000024839368],"domain_scores_gemma":[0.9997334,0.00010013782,0.000053360403,0.000020365409,0.000078281155,0.000014425534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070478,0.0006628297,0.00031872618,0.00033642128,0.00026164966,0.00049471686,0.0006209751,0.0005813188,0.0011227785],"category_scores_gemma":[0.0007549314,0.00016770726,0.00042391685,0.00019833165,0.0006924711,0.0003807231,0.0005289917,0.0004752303,0.00014584158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003282617,0.0001765507,0.0008250563,0.0004064667,0.000100440266,0.00044494058,0.0008140338,0.6927119,0.114912845,0.064337604,0.0008424294,0.12409949],"study_design_scores_gemma":[0.000011652622,0.00027545978,0.00011977489,0.00001030676,0.000011691248,0.000026054242,0.000013728442,0.99240947,0.004335627,0.0017238663,0.0010511286,0.000011280933],"about_ca_topic_score_codex":0.0022578936,"about_ca_topic_score_gemma":0.0018379373,"teacher_disagreement_score":0.0022578936,"about_ca_system_score_codex":0.00039624568,"about_ca_system_score_gemma":0.0004750098,"threshold_uncertainty_score":0.0044894814},"labels":[],"label_agreement":null},{"id":"W2148401713","doi":"10.1243/09544089jpme78","title":"Research on low cavitation in water hydraulic two-stage throttle poppet valve","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part E Journal of Process Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Throttle; Cavitation; Pressure drop; Inlet; Mechanics; Gate valve; Drop (telecommunication); Materials science; Engineering; Mechanical engineering; Physics","score_opus":0.021285893518646227,"score_gpt":0.27700306545971126,"score_spread":0.255717171941065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148401713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8757233,0.0035416407,0.1136641,0.00032405823,0.00010352388,0.00006975943,0.000054028715,0.00039579647,0.0061237537],"genre_scores_gemma":[0.9932413,0.000365795,0.005656956,0.000010518521,0.000010218972,0.000012857154,0.000020285346,0.000010352209,0.00067184813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996209,0.000047357094,0.000018974632,0.000070843176,0.00018818454,0.00005375707],"domain_scores_gemma":[0.99965835,0.00013970921,0.000056450583,0.000026783217,0.00009218993,0.00002642573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049406936,0.00024358676,0.0005376731,0.00032971048,0.0003585932,0.0006799757,0.0006023438,0.0004053442,0.00073284406],"category_scores_gemma":[0.0009290201,0.00023402735,0.00045578968,0.00027475104,0.00048337702,0.0007677894,0.00034217126,0.00034657065,0.00013353278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000333415,0.00012778646,0.0029562956,0.0008296479,0.000034528533,0.0004888214,0.00029270703,0.07527817,0.88393307,0.0048413775,0.00047314668,0.030411007],"study_design_scores_gemma":[0.00006252626,0.001106581,0.0048182327,0.000031051524,0.000039615185,0.00025751078,0.00010451734,0.605535,0.38262117,0.001096518,0.0042712796,0.00005606181],"about_ca_topic_score_codex":0.0012886224,"about_ca_topic_score_gemma":0.0005985869,"teacher_disagreement_score":0.0012886224,"about_ca_system_score_codex":0.00063731667,"about_ca_system_score_gemma":0.00045853926,"threshold_uncertainty_score":0.0046241283},"labels":[],"label_agreement":null},{"id":"W2148652377","doi":"10.1109/robot.1997.614360","title":"Development of a hydraulic manipulator servoactuator model: simulation and experimental validation","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Nonlinear system; Body orifice; Hydraulic machinery; Control engineering; Computer science; Controller (irrigation); Manipulator (device); Joint (building); Robust control; Parallel manipulator; Simulation; Engineering; Control system; Robot; Mechanical engineering; Control (management); Structural engineering; Artificial intelligence","score_opus":0.04711795161952068,"score_gpt":0.2507176408038314,"score_spread":0.20359968918431073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148652377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49661824,0.0004099179,0.48631278,0.00032066402,0.00011382109,0.00075601257,0.0010598819,0.0037374564,0.010671273],"genre_scores_gemma":[0.9520144,0.00022419634,0.04360649,0.00002717728,0.0000067033143,0.00067279977,0.00044650334,0.00006159588,0.00294016],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997272,0.000051889692,0.000022826925,0.00003793045,0.0001292808,0.00003073518],"domain_scores_gemma":[0.999438,0.00020086375,0.00006602403,0.000101038015,0.00017300271,0.000021128648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006795595,0.0005264713,0.0006246134,0.00027754868,0.00035232358,0.00046612683,0.0012139053,0.0011409748,0.0026104804],"category_scores_gemma":[0.001152599,0.0003152373,0.00031419404,0.00021435016,0.00041835578,0.0006277194,0.00041079038,0.0007546444,0.0006410369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029171677,0.00026986626,0.0023202281,0.0005881113,0.000043217235,0.00026430454,0.00027393096,0.90638953,0.058920998,0.0027331086,0.0007551635,0.027149782],"study_design_scores_gemma":[0.00007850378,0.00035835194,0.0010994422,0.000029794772,0.000016743808,0.000054396445,0.00003268467,0.95529777,0.04027654,0.00037932946,0.0023553777,0.000021095422],"about_ca_topic_score_codex":0.0041889898,"about_ca_topic_score_gemma":0.0024557458,"teacher_disagreement_score":0.0041889898,"about_ca_system_score_codex":0.0003902196,"about_ca_system_score_gemma":0.00086151157,"threshold_uncertainty_score":0.008732915},"labels":[],"label_agreement":null},{"id":"W2149263782","doi":"10.1109/acc.2000.876666","title":"Stick-slip friction compensation for PID position control","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); PID controller; Compensation (psychology); Iterative learning control; Position (finance); Iterative method; Limit cycle; Computer science; Limit (mathematics); Slip (aerodynamics); Compensation methods; Control engineering; Engineering; Algorithm; Mathematics; Control (management); Artificial intelligence; Temperature control","score_opus":0.0073032120304851525,"score_gpt":0.1965921851188326,"score_spread":0.18928897308834747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149263782","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016267113,0.00045878533,0.9806122,0.000038750553,0.00007480735,0.000040986863,0.000011594054,0.0006870089,0.0018087107],"genre_scores_gemma":[0.8448662,0.00030878372,0.15107636,0.000053234846,0.000046475587,0.000089827176,0.00003586242,0.000029295412,0.0034939982],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996505,0.000035130906,0.00001661476,0.000048682836,0.00022670551,0.000022480755],"domain_scores_gemma":[0.9998549,0.000038441372,0.000021923837,0.00002180698,0.00005233129,0.000010581454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026806822,0.00035867645,0.00039280773,0.0003574474,0.000330722,0.00039682214,0.00056920084,0.00040816102,0.0013797553],"category_scores_gemma":[0.00079299917,0.00018615813,0.00018575191,0.0002476299,0.0002766602,0.00037648372,0.00027183874,0.00039193415,0.00025552872],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003346002,0.00009987873,0.0009910695,0.0003469639,0.00005681645,0.00021713275,0.00019162537,0.0951898,0.21201812,0.014286684,0.0025182904,0.673749],"study_design_scores_gemma":[0.000052613355,0.00025807408,0.0013811742,0.000020333335,0.000019248202,0.00022013973,0.000012869919,0.9504417,0.039023485,0.002268528,0.006272888,0.000028978924],"about_ca_topic_score_codex":0.0014086672,"about_ca_topic_score_gemma":0.0014734989,"teacher_disagreement_score":0.0014086672,"about_ca_system_score_codex":0.0003399505,"about_ca_system_score_gemma":0.00046972185,"threshold_uncertainty_score":0.004615724},"labels":[],"label_agreement":null},{"id":"W2150335084","doi":"10.1109/tim.2007.907957","title":"Friction Identification and Compensation in Robotic Manipulators","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Western University","funders":"","keywords":"Compensation (psychology); Control theory (sociology); Smoothness; Robot manipulator; Manipulator (device); Control engineering; Micrometer; Identification (biology); Dynamical friction; Computer science; Backlash; Robot; Engineering; Artificial intelligence; Mechanical engineering; Control (management); Mathematics; Materials science","score_opus":0.03517268164195967,"score_gpt":0.23804229540525865,"score_spread":0.20286961376329898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150335084","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021619786,0.00085401203,0.9759848,0.000053515872,0.00003293111,0.00001586926,0.000009649724,0.00037689993,0.0010524848],"genre_scores_gemma":[0.8352055,0.0007507742,0.16004103,0.00005434007,0.000037144244,0.000052443564,0.000057118694,0.00006457858,0.0037370366],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994642,0.00008210476,0.000025856409,0.0001256613,0.00024754598,0.000054599852],"domain_scores_gemma":[0.9997111,0.000087782384,0.00007752644,0.000045985445,0.00006628292,0.000011221902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005028704,0.00055722933,0.00096692005,0.00045423862,0.00041129292,0.00043367225,0.00071628013,0.00092425215,0.00071760395],"category_scores_gemma":[0.0014832669,0.00037464005,0.00044888907,0.00040581953,0.0005214936,0.00078660913,0.00048696483,0.00039308605,0.00031273087],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025060904,0.000059662365,0.0010996511,0.0003764779,0.00009448329,0.0005778262,0.00029231343,0.6514299,0.116576105,0.016399046,0.0009777305,0.21186626],"study_design_scores_gemma":[0.00002150378,0.0001545826,0.0010665305,0.000024675115,0.000017879975,0.00034196133,0.000032146498,0.96734047,0.021831186,0.0043609785,0.0047717937,0.000036311772],"about_ca_topic_score_codex":0.0024619154,"about_ca_topic_score_gemma":0.0014272416,"teacher_disagreement_score":0.0024619154,"about_ca_system_score_codex":0.00040008876,"about_ca_system_score_gemma":0.00046977267,"threshold_uncertainty_score":0.0048951507},"labels":[],"label_agreement":null},{"id":"W2151615999","doi":"10.1061/(asce)be.1943-5592.0000199","title":"Real-Time Dynamic Substructuring Testing of a Bridge Equipped with Friction-Based Seismic Isolators","year":2012,"lang":"en","type":"article","venue":"Journal of Bridge Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université de Sherbrooke","funders":"","keywords":"Dissipation; Structural engineering; Isolator; Pier; Dynamic testing; Displacement (psychology); Bridge (graph theory); Stiffness; Earthquake shaking table; Engineering; Nonlinear system; Bearing (navigation); Computer science","score_opus":0.00966883939558265,"score_gpt":0.20172073182990422,"score_spread":0.19205189243432155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151615999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343926,0.00003285018,0.006143204,0.000012099286,0.0000075010707,0.0000129943755,0.000031064814,0.00006702382,0.00025401133],"genre_scores_gemma":[0.9962268,0.00002927711,0.0033405232,0.0000057696852,0.0000018586189,0.000011373852,0.00004040742,0.0000068880586,0.0003370895],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972457,0.000034800443,0.00002147871,0.000039960934,0.0001426316,0.000036519865],"domain_scores_gemma":[0.99950194,0.00013480586,0.000092370414,0.00009228642,0.00011025095,0.00006844019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037051886,0.00048063684,0.00038576926,0.0004143333,0.00019939746,0.00018859703,0.0005538405,0.00044453098,0.0007092654],"category_scores_gemma":[0.00083666574,0.00021319813,0.00022460002,0.00019004203,0.00036157126,0.00033408776,0.00039024212,0.00023474741,0.00014886375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003103716,0.00015193214,0.004109735,0.000065227214,0.00001327995,0.00026300512,0.00026643567,0.009375769,0.973586,0.00008575378,0.000063423715,0.011709226],"study_design_scores_gemma":[0.00009755778,0.0068278722,0.04175743,0.00001855053,0.000051343097,0.000415511,0.00026512027,0.10010479,0.849092,0.000095691285,0.0012341948,0.000039948234],"about_ca_topic_score_codex":0.0006869756,"about_ca_topic_score_gemma":0.001388713,"teacher_disagreement_score":0.0007092654,"about_ca_system_score_codex":0.00022116088,"about_ca_system_score_gemma":0.00020349874,"threshold_uncertainty_score":0.0023727417},"labels":[],"label_agreement":null},{"id":"W2152076444","doi":"10.23919/acc.2004.1384654","title":"Adaptive output force tracking control of hydraulic cylinders","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Hydraulic cylinder; Control theory (sociology); Piston (optics); Hydraulic motor; Torque; Cylinder; Pneumatic cylinder; Friction torque; Mechanics; Dynamical friction; Hydraulic machinery; Computer science; Physics; Mechanical engineering; Engineering; Control (management)","score_opus":0.017245101761396788,"score_gpt":0.20727327283214989,"score_spread":0.1900281710707531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152076444","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20047736,0.00030072292,0.79488516,0.00013359383,0.00007680191,0.00003769384,0.00004003945,0.0008695691,0.0031790293],"genre_scores_gemma":[0.97957325,0.00006920749,0.018653153,0.000020816255,0.00001769421,0.00003484205,0.00002344111,0.000008461526,0.0015990124],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999845,0.0000178333,0.000008492629,0.000033503962,0.00007563999,0.000019413845],"domain_scores_gemma":[0.99979633,0.00006184405,0.000045905414,0.000019112878,0.00006587296,0.000010986702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021146818,0.00026142623,0.00023037686,0.00017530541,0.00016662975,0.00027930306,0.00037796603,0.00025973585,0.00047956183],"category_scores_gemma":[0.0005022929,0.000094930016,0.000116616706,0.000183694,0.00026714997,0.00020854299,0.00033385595,0.00018050428,0.000118294454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036613247,0.00010516195,0.0011125974,0.00024637437,0.000027189837,0.00024825227,0.00021360739,0.22709389,0.52890813,0.007401421,0.0012226761,0.2330546],"study_design_scores_gemma":[0.000038046248,0.00021436138,0.0014995259,0.0000073849264,0.0000075227504,0.00006583294,0.000010452554,0.94846386,0.046751842,0.00096580444,0.0019573777,0.000018084558],"about_ca_topic_score_codex":0.0019193051,"about_ca_topic_score_gemma":0.0013051062,"teacher_disagreement_score":0.0019193051,"about_ca_system_score_codex":0.00021925697,"about_ca_system_score_gemma":0.00020902675,"threshold_uncertainty_score":0.0038163066},"labels":[],"label_agreement":null},{"id":"W2152136596","doi":"10.1109/aim.2010.5695939","title":"Modeling, simulation &amp;amp; fault detection in excavators with time-varying loading","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Excavator; Fault (geology); Process (computing); Fault detection and isolation; Engineering; Focus (optics); Computer science; Structural engineering; Artificial intelligence; Actuator","score_opus":0.01577860400594949,"score_gpt":0.23760719891515478,"score_spread":0.22182859490920528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152136596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56238365,0.0005119074,0.42171168,0.00040472698,0.00005750276,0.00013979069,0.0004231172,0.0010074705,0.013360167],"genre_scores_gemma":[0.98117334,0.00020214131,0.015893383,0.00001829455,0.000008603799,0.00009192671,0.000117882446,0.000031120937,0.0024633333],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998392,0.00004730559,0.000011073093,0.000028704115,0.000041836833,0.000031915657],"domain_scores_gemma":[0.99945813,0.00032794068,0.00008018687,0.000043041775,0.000062831685,0.000027964366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446018,0.0004943612,0.0005167614,0.0004033243,0.0003246707,0.0007509682,0.0007419678,0.0013374373,0.0013894341],"category_scores_gemma":[0.0011594042,0.00033760763,0.00050463097,0.00034815405,0.0005734026,0.00054041215,0.00049640035,0.0004892831,0.00021750087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018243694,0.000012605983,0.0005576565,0.000011599273,0.000004806745,0.000033491313,0.000019474634,0.99680907,0.00075864943,0.00036427655,0.000045577603,0.0013645411],"study_design_scores_gemma":[0.0000021651658,0.000006849783,0.00010342583,0.0000012115701,9.907889e-7,0.000003607118,0.000004485451,0.9995376,0.00015379659,0.000113973445,0.000070732975,0.0000013115948],"about_ca_topic_score_codex":0.017499749,"about_ca_topic_score_gemma":0.009829638,"teacher_disagreement_score":0.017499749,"about_ca_system_score_codex":0.0006008702,"about_ca_system_score_gemma":0.00059428817,"threshold_uncertainty_score":0.03479576},"labels":[],"label_agreement":null},{"id":"W2152380567","doi":"10.1109/cca.2005.1507289","title":"Friction identification in robotic manipulators: case studies","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Control theory (sociology); Robot manipulator; Compensation (psychology); Computer science; Control engineering; Manipulator (device); Robot; Engineering; Artificial intelligence; Control (management)","score_opus":0.03285783375329909,"score_gpt":0.2712011998761395,"score_spread":0.2383433661228404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152380567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.786633,0.003892396,0.1975873,0.00048886926,0.000053353197,0.0002727102,0.000081587845,0.0003693654,0.010621408],"genre_scores_gemma":[0.96377456,0.00090932596,0.033137176,0.000036373694,0.000025207146,0.00010330465,0.00003881913,0.000018378349,0.001956907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985946,0.0005979499,0.0000807113,0.00012868634,0.00044157344,0.00015650011],"domain_scores_gemma":[0.9948643,0.0039693555,0.00042247362,0.00035672908,0.00024956316,0.00013768775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018012759,0.00071234116,0.0009437834,0.00070027285,0.0010797314,0.0008983116,0.0014847621,0.003965638,0.0016472387],"category_scores_gemma":[0.0068947813,0.00049267476,0.00081328326,0.0011177666,0.0011783111,0.0010496845,0.0009942558,0.00074550306,0.0003149507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013236692,0.0010776555,0.015861934,0.0018876989,0.00026071456,0.028390942,0.0023500645,0.7925711,0.013515841,0.01995808,0.0023315572,0.1204707],"study_design_scores_gemma":[0.0005271216,0.0040055504,0.013563564,0.00035324492,0.00022589936,0.014774074,0.0022853354,0.8846264,0.040862154,0.014162991,0.024347566,0.000266074],"about_ca_topic_score_codex":0.003211278,"about_ca_topic_score_gemma":0.0034172481,"teacher_disagreement_score":0.003965638,"about_ca_system_score_codex":0.00056982395,"about_ca_system_score_gemma":0.000383404,"threshold_uncertainty_score":0.009526193},"labels":[],"label_agreement":null},{"id":"W2152480829","doi":"10.1109/acc.2001.945683","title":"Fault tolerant control of electrohydraulic servo positioning systems","year":2001,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Control theory (sociology); Actuator; Controller (irrigation); Control engineering; Computer science; Fault (geology); Hydraulic machinery; Servomechanism; Hydraulic cylinder; Fault tolerance; Servo; Engineering; Control (management)","score_opus":0.005620465733117608,"score_gpt":0.1869994874620957,"score_spread":0.18137902172897807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152480829","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35448122,0.0006524807,0.63929677,0.00023521068,0.00020768595,0.0001373844,0.000096404045,0.0019028976,0.0029899208],"genre_scores_gemma":[0.9854732,0.00007575487,0.013837621,0.00002419997,0.000009443436,0.00003476328,0.000022646971,0.000011072591,0.0005114044],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993017,0.00007757078,0.000046628276,0.000094018586,0.0004235732,0.000056514025],"domain_scores_gemma":[0.9995684,0.00011606877,0.00012729692,0.00006337448,0.00010679833,0.000018122475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003083213,0.00041704378,0.000316322,0.0002043761,0.0002437157,0.00046881736,0.0006871501,0.00036665823,0.0006480486],"category_scores_gemma":[0.0011526286,0.00012491443,0.00012662397,0.00015349095,0.0004000926,0.00042585068,0.00044555595,0.00031804017,0.00009131758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046978463,0.0001715271,0.0010664443,0.0005643123,0.000041574775,0.00043436463,0.00037249638,0.2235827,0.6288756,0.0066463267,0.0006978272,0.13707714],"study_design_scores_gemma":[0.00019059275,0.0015599062,0.0035141883,0.000029434614,0.000033323075,0.0003722483,0.0000747399,0.60501647,0.37927556,0.0027815243,0.007092515,0.00005940129],"about_ca_topic_score_codex":0.000829407,"about_ca_topic_score_gemma":0.0005510781,"teacher_disagreement_score":0.000829407,"about_ca_system_score_codex":0.00023281487,"about_ca_system_score_gemma":0.00021302582,"threshold_uncertainty_score":0.0021679401},"labels":[],"label_agreement":null},{"id":"W2152534333","doi":"10.22260/isarc2005/0080","title":"Simulation Study of a Control Procedure for Automated Loading of Bulk Media","year":2005,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Excavator; Automation; Process (computing); Task (project management); Computer science; Work (physics); Control (management); Commercialization; Automatic control; Operator (biology); Trajectory; Control engineering; Engineering; Mechanical engineering; Systems engineering; Artificial intelligence","score_opus":0.013461757941941958,"score_gpt":0.2417716024494097,"score_spread":0.22830984450746775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152534333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8068093,0.0002899997,0.16434146,0.00040003285,0.000113671704,0.00027902462,0.0005115537,0.0008786731,0.02637628],"genre_scores_gemma":[0.9908852,0.00005565787,0.0067294035,0.000015463624,0.0000032115604,0.00007370489,0.0001055939,0.000019312816,0.0021123362],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998018,0.000052123654,0.0000099320005,0.00003093209,0.00004631453,0.000058858095],"domain_scores_gemma":[0.99811256,0.0013593915,0.00012335296,0.00007786143,0.00021926759,0.00010753518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055049884,0.00043462202,0.00049046986,0.00054180913,0.0006756838,0.0008559557,0.00067408424,0.0011989224,0.006218787],"category_scores_gemma":[0.0019283418,0.0002134821,0.00063220586,0.00026120176,0.0006297139,0.00038455686,0.0005117079,0.0005771478,0.00022604782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021820019,0.00010016911,0.0014896174,0.000076332,0.000015715896,0.00013731574,0.000079600824,0.98881066,0.0029171593,0.0027801532,0.00027429132,0.003100787],"study_design_scores_gemma":[0.000015245985,0.00006483577,0.0002939653,0.0000038882768,0.0000058927867,0.000006745387,0.000021765987,0.9984333,0.0007000841,0.00025969898,0.0001903183,0.0000043365444],"about_ca_topic_score_codex":0.017428141,"about_ca_topic_score_gemma":0.007165679,"teacher_disagreement_score":0.017428141,"about_ca_system_score_codex":0.00066777226,"about_ca_system_score_gemma":0.00090962654,"threshold_uncertainty_score":0.034653366},"labels":[],"label_agreement":null},{"id":"W2152640207","doi":"10.1109/tcst.2002.1014682","title":"A QFT fault-tolerant control for electrohydraulic positioning systems","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Quantitative feedback theory; Actuator; Control engineering; Controller (irrigation); Engineering; Fault tolerance; Fault (geology); Robust control; Control system; Hydraulic cylinder; Hydraulic machinery; Computer science; Control (management); Reliability engineering","score_opus":0.008733235202322383,"score_gpt":0.19687282778253684,"score_spread":0.18813959258021445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152640207","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21138465,0.00063491135,0.782925,0.00026166902,0.00016025525,0.00021481467,0.00009651673,0.0020135047,0.0023086232],"genre_scores_gemma":[0.95246434,0.000104772065,0.046428807,0.000054094602,0.000013658031,0.0000651395,0.000033639648,0.000016508719,0.0008190925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994086,0.000054066397,0.00003478742,0.00009046175,0.00037650866,0.000035566693],"domain_scores_gemma":[0.99961084,0.00008230167,0.00009071099,0.00004983943,0.0001470189,0.000019270783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042104514,0.00041019634,0.00030759056,0.00022191285,0.0002766903,0.00040043617,0.0006749276,0.00041460613,0.00077275245],"category_scores_gemma":[0.00095603877,0.00012126764,0.00014234333,0.00013950937,0.00034926974,0.0003939132,0.0002509242,0.000309618,0.00010349169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056674273,0.00018390373,0.0009834927,0.00049692666,0.000032419666,0.00037967137,0.0002440375,0.111631915,0.68191934,0.0042562257,0.0008748666,0.19843046],"study_design_scores_gemma":[0.00021736496,0.002633781,0.003020369,0.00003106608,0.00003799673,0.0004962753,0.000038859755,0.67463297,0.31067973,0.0010289032,0.0071256617,0.000057056168],"about_ca_topic_score_codex":0.0018377625,"about_ca_topic_score_gemma":0.0009068392,"teacher_disagreement_score":0.0018377625,"about_ca_system_score_codex":0.00034905635,"about_ca_system_score_gemma":0.00037203304,"threshold_uncertainty_score":0.003654182},"labels":[],"label_agreement":null},{"id":"W2152765547","doi":"10.1109/cca.2008.4629701","title":"Fault tolerant control for an electric power steering system","year":2008,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Torque; Power steering; Control theory (sociology); Reliability (semiconductor); Fault tolerance; Power (physics); Automotive engineering; Hydraulic machinery; Torque steering; Fault (geology); Engineering; Computer science; Observer (physics); Electric power system; Control system; Steering wheel; Control engineering; Control (management); Electrical engineering; Reliability engineering","score_opus":0.012883915883296099,"score_gpt":0.2013058217246633,"score_spread":0.1884219058413672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152765547","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11038084,0.00034439383,0.88000065,0.0003204104,0.00026491046,0.00007166754,0.000056283832,0.0013713033,0.007189547],"genre_scores_gemma":[0.9910102,0.000070606795,0.00648542,0.000036958976,0.00002970839,0.000032081192,0.000019026447,0.000009192511,0.0023068674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971896,0.00004634445,0.000018943223,0.00005206434,0.00013071386,0.00003290218],"domain_scores_gemma":[0.99963665,0.00009321938,0.000097115284,0.00002785373,0.00012478582,0.000020350839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027943807,0.00057263114,0.00034106115,0.00025753505,0.0003982649,0.00087482104,0.00056214887,0.00043507674,0.0014215452],"category_scores_gemma":[0.00076266914,0.00014893076,0.00016971359,0.00022193993,0.0004674606,0.0003145135,0.00034763466,0.00046179772,0.00022838949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004659067,0.00010132591,0.00065476383,0.0002238707,0.00004015955,0.0003769541,0.00026792128,0.83237386,0.042182688,0.010351804,0.002047815,0.110912874],"study_design_scores_gemma":[0.000027328037,0.00024100988,0.00021200982,0.0000087101425,0.000010680127,0.000038768474,0.000014007629,0.99339926,0.003761123,0.0011456143,0.0011323598,0.000009014186],"about_ca_topic_score_codex":0.0038585146,"about_ca_topic_score_gemma":0.0020855386,"teacher_disagreement_score":0.0038585146,"about_ca_system_score_codex":0.0003653111,"about_ca_system_score_gemma":0.00036694622,"threshold_uncertainty_score":0.0076720715},"labels":[],"label_agreement":null},{"id":"W2152969430","doi":"10.1115/1.4003686","title":"Parameter Identification in Multibody Systems Using Lie Series Solutions and Symbolic Computation","year":2011,"lang":"en","type":"article","venue":"Journal of Computational and Nonlinear Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Toyota Motor Engineering and Manufacturing North America; Ontario Centres of Excellence","keywords":"Series (stratigraphy); Computation; Multibody system; Symbolic computation; Identification (biology); Lie group; System identification; Computer science; Mechanical system; Taylor series; Applied mathematics; Function (biology); Mathematics; Algorithm; Control theory (sociology); Mathematical analysis; Artificial intelligence; Geometry; Data modeling","score_opus":0.0329762203748373,"score_gpt":0.2439009518058554,"score_spread":0.2109247314310181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152969430","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006321323,0.00025154583,0.99141437,0.00007051055,0.000018836812,0.000013724358,0.0000050672393,0.00009670489,0.0018079763],"genre_scores_gemma":[0.52455777,0.0012208696,0.47045663,0.000068329464,0.000123821,0.00016635802,0.000058800528,0.00019701928,0.003150373],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992244,0.00034373027,0.000037638703,0.00006849097,0.00029489148,0.00003075918],"domain_scores_gemma":[0.9988501,0.0007266105,0.00013717457,0.00012001526,0.00013689844,0.000029186049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014099898,0.0009975709,0.0009892154,0.001237925,0.00064460066,0.0010426581,0.0009070021,0.0008558827,0.0015489307],"category_scores_gemma":[0.0038562207,0.0003533901,0.000778895,0.00096433493,0.0019444661,0.0018006517,0.0012619224,0.0012566258,0.0004935803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003231715,0.000030038844,0.00045288386,0.0001531973,0.000048110007,0.00017825208,0.00027698363,0.698026,0.0040742876,0.23274645,0.000390739,0.06359066],"study_design_scores_gemma":[0.00000511197,0.000022086839,0.000049570994,0.000014360535,0.0000039174874,0.000042299995,0.00002973864,0.92864394,0.001068914,0.069083974,0.0010241478,0.000011847029],"about_ca_topic_score_codex":0.001413721,"about_ca_topic_score_gemma":0.001032412,"teacher_disagreement_score":0.0015489307,"about_ca_system_score_codex":0.0005604519,"about_ca_system_score_gemma":0.0006012987,"threshold_uncertainty_score":0.007456839},"labels":[],"label_agreement":null},{"id":"W2153182992","doi":"10.1109/tmech.2010.2092785","title":"Indirect Adaptive Control of an Electrohydraulic Servo System Based on Nonlinear Backstepping","year":2011,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Adaptive control; Controller (irrigation); Control engineering; Computer science; Servomechanism; Position (finance); Hydraulic machinery; Control (management); Engineering; Artificial intelligence","score_opus":0.017142569817442756,"score_gpt":0.1982485259491704,"score_spread":0.18110595613172764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153182992","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10139605,0.000332039,0.89099383,0.00010615762,0.00008435726,0.00008130008,0.000019052262,0.00037594372,0.0066113174],"genre_scores_gemma":[0.9596722,0.00019946689,0.03611023,0.000039923216,0.000023063712,0.000093382565,0.000020350375,0.000012931292,0.0038283821],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998548,0.000025469717,0.000009400691,0.00003107933,0.00006745273,0.000011774701],"domain_scores_gemma":[0.99979156,0.000095227864,0.000032143835,0.00001606624,0.0000544751,0.00001056717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022197125,0.00035433786,0.00027577087,0.00013346695,0.00016031407,0.00043146673,0.00042721565,0.00029774263,0.000985611],"category_scores_gemma":[0.00058443623,0.00013015611,0.00020234231,0.00009944361,0.00042907574,0.00023760379,0.00045465317,0.0003587573,0.00014420539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004245098,0.0001432474,0.0017249425,0.00054961484,0.0000985486,0.00044527362,0.00061149243,0.5439793,0.22191785,0.013232503,0.0008746119,0.21599807],"study_design_scores_gemma":[0.00003331962,0.00041030507,0.0007697462,0.000019149693,0.000020989744,0.0000738348,0.00001728136,0.9838134,0.01197678,0.00070288713,0.0021452121,0.000017146858],"about_ca_topic_score_codex":0.0015351841,"about_ca_topic_score_gemma":0.0015833796,"teacher_disagreement_score":0.0015351841,"about_ca_system_score_codex":0.00015823208,"about_ca_system_score_gemma":0.00027254177,"threshold_uncertainty_score":0.0032972097},"labels":[],"label_agreement":null},{"id":"W2153794483","doi":"10.1109/acc.2002.1025281","title":"Nonlinear observer for pneumatic system with non-negligible connection port restriction","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Observer (physics); Nonlinear system; Pneumatic cylinder; Cylinder; State observer; Servomechanism; Port (circuit theory); Connection (principal bundle); Mathematics; Linear matrix inequality; Control valves; Computer science; Engineering; Control engineering; Physics; Control (management); Mechanical engineering; Mathematical optimization; Geometry","score_opus":0.02013307959865027,"score_gpt":0.19855339245338788,"score_spread":0.1784203128547376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153794483","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008510849,0.00018249064,0.9883485,0.00007978388,0.000082193736,0.000034520748,0.000023436896,0.00037373585,0.002364491],"genre_scores_gemma":[0.9053671,0.00057715736,0.08481884,0.00010638376,0.0001217194,0.00024084658,0.0001661763,0.000041500396,0.008560323],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963367,0.00005597402,0.00002618228,0.00008386987,0.000163648,0.000036627036],"domain_scores_gemma":[0.99961495,0.000107930544,0.00008911699,0.000042628995,0.00013248605,0.000012810012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896053,0.0006038961,0.00069709506,0.00017001647,0.0002642474,0.00057701004,0.00071343424,0.00072116713,0.001498757],"category_scores_gemma":[0.0009183944,0.00025513166,0.00034899215,0.00014896455,0.0005070137,0.00083913846,0.000648643,0.0010108444,0.0003922618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005859683,0.00013720326,0.0016845601,0.0011734773,0.0001226421,0.00080452824,0.0005299753,0.5990493,0.18924646,0.044702515,0.0040571676,0.15790612],"study_design_scores_gemma":[0.000053576954,0.00020028888,0.00047209524,0.000016786382,0.000022431877,0.00006594516,0.0000148868385,0.98394,0.009167209,0.0016492567,0.0043816525,0.000015860473],"about_ca_topic_score_codex":0.0026922876,"about_ca_topic_score_gemma":0.002545651,"teacher_disagreement_score":0.0026922876,"about_ca_system_score_codex":0.00058353035,"about_ca_system_score_gemma":0.00064337463,"threshold_uncertainty_score":0.0053532124},"labels":[],"label_agreement":null},{"id":"W2154760066","doi":"10.1109/tmech.2010.2043850","title":"A Fully Flexible Valve Actuation System for Internal Combustion Engines","year":2010,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Valve timing; Valve actuator; Electrohydraulic servo valve; Automotive engineering; Automotive industry; Actuator; Fuel efficiency; Ignition system; Internal combustion engine; Energy consumption; Camshaft; Engineering; Control theory (sociology); Mechanical engineering; Computer science; Electrical engineering; Aerospace engineering","score_opus":0.01065202056852892,"score_gpt":0.22403854419290012,"score_spread":0.2133865236243712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154760066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25217357,0.0016554722,0.7285121,0.0002882259,0.00030349512,0.00021479363,0.00043930116,0.0038217867,0.012591305],"genre_scores_gemma":[0.8818552,0.00030094633,0.10958679,0.00007097632,0.000046926933,0.00009063372,0.00026034153,0.000072786665,0.007715505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984634,0.000012353536,0.000009602005,0.000026974883,0.00008969839,0.000014891022],"domain_scores_gemma":[0.99992037,0.000018136709,0.000018450117,0.000012172056,0.000020391668,0.000010398421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014949917,0.00025741645,0.00022929345,0.0001351097,0.0002501541,0.00029896377,0.00046438078,0.00026796447,0.0016814548],"category_scores_gemma":[0.00020596852,0.00013871904,0.00013552104,0.00010749523,0.00014105797,0.00026070193,0.00027035695,0.00023299053,0.00036805117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017581378,0.000047830057,0.00030717257,0.00023270627,0.00001670582,0.00015713442,0.00008061049,0.015399544,0.8398169,0.003151072,0.0019844621,0.13863009],"study_design_scores_gemma":[0.0001899955,0.0021056642,0.0068104467,0.00006396413,0.00005664357,0.0010394366,0.000041737447,0.3844982,0.5289752,0.0019326007,0.07411101,0.0001750889],"about_ca_topic_score_codex":0.0003648557,"about_ca_topic_score_gemma":0.00061015337,"teacher_disagreement_score":0.0016814548,"about_ca_system_score_codex":0.00015067929,"about_ca_system_score_gemma":0.00024728687,"threshold_uncertainty_score":0.0056250095},"labels":[],"label_agreement":null},{"id":"W2156548667","doi":"10.1115/1.4001338","title":"Inner-Loop Control for Electro-Hydraulic Actuation Systems","year":2011,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Backlash; Control theory (sociology); Nonlinear system; Actuator; Piping; Passivity; Hydraulic machinery; Inner loop; Control system; Engineering; Control engineering; Control (management); Computer science; Controller (irrigation); Mechanical engineering; Physics","score_opus":0.022257690467541936,"score_gpt":0.1995358162790878,"score_spread":0.17727812581154587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156548667","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013910321,0.00050292787,0.9786556,0.00009294947,0.00009023021,0.000027151202,0.000009595072,0.00045192445,0.0062594],"genre_scores_gemma":[0.9138845,0.00050539686,0.07862641,0.00009018497,0.000090854606,0.00007512161,0.000030693052,0.00003827174,0.006658473],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997079,0.00004705427,0.000017626226,0.000041148687,0.0001643789,0.000021907072],"domain_scores_gemma":[0.99978036,0.00009092473,0.000033439137,0.000018257007,0.00006901217,0.00000799948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003226536,0.00034987024,0.0002504913,0.00016768726,0.00025743438,0.0006031754,0.0004374232,0.00032018012,0.0019390889],"category_scores_gemma":[0.00070492574,0.00009820657,0.00013289739,0.0001199872,0.00037330276,0.00042153875,0.00033661054,0.0005275752,0.0002848415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023081998,0.00016509606,0.00042719665,0.00040906193,0.00004182024,0.00021782705,0.00042923627,0.3222438,0.15915117,0.0971109,0.002434949,0.4171382],"study_design_scores_gemma":[0.000025756897,0.00022093838,0.00026558765,0.000023770719,0.000010412743,0.00006136478,0.000014205344,0.9625097,0.01926227,0.007303121,0.010284716,0.00001810697],"about_ca_topic_score_codex":0.00095979264,"about_ca_topic_score_gemma":0.0009563204,"teacher_disagreement_score":0.0019390889,"about_ca_system_score_codex":0.00030973696,"about_ca_system_score_gemma":0.00026014925,"threshold_uncertainty_score":0.0064868927},"labels":[],"label_agreement":null},{"id":"W2159295625","doi":"10.1520/jai101985","title":"Comparison of CANDU Fuel Bundle Finite Element Model with Unirradiated Mechanical Load Experiments","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Finite element method; Bundle; Materials science; Nuclear engineering; Structural engineering; Composite material; Engineering","score_opus":0.02830347038322496,"score_gpt":0.29860327357923416,"score_spread":0.2702998031960092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159295625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78233176,0.0002823293,0.19577634,0.0002509614,0.00008922144,0.00020878119,0.0011301878,0.0013271212,0.018603299],"genre_scores_gemma":[0.96394867,0.00013411822,0.030330895,0.000034680008,0.000008104647,0.0001922258,0.00050326064,0.00012234916,0.004725734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996772,0.000057527464,0.000021352642,0.0000588429,0.00015218648,0.00003294281],"domain_scores_gemma":[0.9992508,0.00034784398,0.00008078592,0.0001141659,0.00017759678,0.000028770677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007589271,0.0007354996,0.00059875747,0.0006124116,0.00037770395,0.0006212744,0.0015398542,0.0017529733,0.005138017],"category_scores_gemma":[0.0012381668,0.00038538498,0.0006608038,0.00038674191,0.00056886673,0.0005590572,0.0004586512,0.0005716417,0.00093655265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012380314,0.00009544529,0.0011612496,0.0000819765,0.000016893317,0.00009054435,0.00014509933,0.9758823,0.01526821,0.0006619996,0.00021717726,0.00625535],"study_design_scores_gemma":[0.000008753295,0.00006914392,0.0005160488,0.000008714107,0.0000046479977,0.00001112543,0.0000484875,0.9956281,0.0031966295,0.00008902717,0.0004116861,0.0000076127585],"about_ca_topic_score_codex":0.0071179434,"about_ca_topic_score_gemma":0.0059908493,"teacher_disagreement_score":0.0071179434,"about_ca_system_score_codex":0.00048946415,"about_ca_system_score_gemma":0.0007048401,"threshold_uncertainty_score":0.01718837},"labels":[],"label_agreement":null},{"id":"W2159544141","doi":"10.1109/icsmc.1995.538017","title":"Position and force control of an electrohydraulic manipulator in the presence of friction","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Control theory (sociology); Trajectory; Position (finance); Acceleration; Controller (irrigation); Work (physics); Computer science; Tracking (education); Control engineering; Engineering; Control (management); Mechanical engineering; Physics; Artificial intelligence; Classical mechanics","score_opus":0.009391294178135296,"score_gpt":0.19344717004021622,"score_spread":0.18405587586208091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159544141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70426244,0.00042775,0.28889358,0.0002126106,0.00008392076,0.00007203861,0.00004708754,0.0007863537,0.0052141617],"genre_scores_gemma":[0.98626965,0.000081019905,0.01169426,0.000012225856,0.000010052936,0.000023643326,0.000014105383,0.0000040350747,0.0018909674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989927,0.000010650261,0.0000055597775,0.000024695599,0.00004402899,0.000015828156],"domain_scores_gemma":[0.9998504,0.000034552908,0.00004570607,0.00001616737,0.00003691576,0.000016275257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021403056,0.00030173908,0.00020406864,0.00011612933,0.00028082103,0.00024837285,0.00040895652,0.00035888236,0.0005814806],"category_scores_gemma":[0.0003770507,0.00013505881,0.00009121758,0.00008550698,0.0003318533,0.00018401323,0.00025056797,0.00016701469,0.00014047918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005576828,0.0000839173,0.0011839425,0.0001986348,0.000025199164,0.0007377631,0.00033024367,0.08489634,0.8458332,0.0022764243,0.00046598323,0.06341067],"study_design_scores_gemma":[0.00044311973,0.0033539103,0.012755863,0.000044896842,0.000072298,0.0007650014,0.00012050798,0.74372375,0.22522433,0.0011295044,0.012282582,0.00008429277],"about_ca_topic_score_codex":0.0016297912,"about_ca_topic_score_gemma":0.0017930877,"teacher_disagreement_score":0.0016297912,"about_ca_system_score_codex":0.00016358757,"about_ca_system_score_gemma":0.0002294367,"threshold_uncertainty_score":0.0032405853},"labels":[],"label_agreement":null},{"id":"W2159575363","doi":"10.1109/robot.2006.1641968","title":"Modeling and control of a miniature servo pneumatic actuator","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Pneumatic actuator; Actuator; Servomechanism; Nonlinear system; Tracking error; Controller (irrigation); Backstepping; Rotary actuator; Servomotor; Servo; Trajectory; Control engineering; Engineering; Computer science; Adaptive control; Mechanical engineering; Physics; Control (management)","score_opus":0.004502541001998794,"score_gpt":0.1734890883051134,"score_spread":0.1689865473031146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159575363","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03250539,0.0005545876,0.95046216,0.00020766334,0.0000902005,0.00009735213,0.00014039016,0.0006339904,0.015308238],"genre_scores_gemma":[0.9056652,0.0008526618,0.07517219,0.000063698644,0.000064444714,0.00040258555,0.00016001548,0.000058617177,0.017560551],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998252,0.000023089568,0.00000813686,0.00003711548,0.00009239703,0.000014157953],"domain_scores_gemma":[0.9999106,0.000027631419,0.000020616497,0.000011981207,0.00002416693,0.000005012939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002359139,0.0003827979,0.00033812926,0.00020233692,0.00020407797,0.0005870051,0.00066343235,0.00065753143,0.0016953705],"category_scores_gemma":[0.0002800638,0.00028341686,0.00036873217,0.00013799054,0.0004341837,0.00049836107,0.0003681286,0.00041000245,0.0004412786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004704241,0.000025301355,0.0003219487,0.00012419072,0.000017216236,0.00014943018,0.000060616698,0.93397766,0.032160394,0.0102278115,0.0006089322,0.02227953],"study_design_scores_gemma":[0.000007075648,0.000036020872,0.00019711879,0.0000030594097,0.0000033790348,0.00002471854,0.000003487128,0.9957338,0.0015211343,0.00056397973,0.0019013989,0.00000485916],"about_ca_topic_score_codex":0.003438099,"about_ca_topic_score_gemma":0.0016706804,"teacher_disagreement_score":0.003438099,"about_ca_system_score_codex":0.0002735453,"about_ca_system_score_gemma":0.000532685,"threshold_uncertainty_score":0.006836176},"labels":[],"label_agreement":null},{"id":"W2159753986","doi":"10.1109/acc.2006.1657214","title":"Coordination of hydraulic manipulators by reinforcement learning","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Reinforcement learning; Actuator; Trajectory; Computer science; Control theory (sociology); Controller (irrigation); Artificial neural network; Position (finance); Object (grammar); Control engineering; Artificial intelligence; Control (management); Engineering","score_opus":0.005189883905121357,"score_gpt":0.18319464062572077,"score_spread":0.17800475672059943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159753986","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03788332,0.0001669323,0.95756733,0.00017154198,0.00004750556,0.000054722488,0.000010281246,0.00039009113,0.0037082783],"genre_scores_gemma":[0.9445204,0.00009162229,0.052450035,0.000055986435,0.000033063483,0.00012021111,0.00001622273,0.000018482291,0.0026938806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996685,0.000112885784,0.000015215198,0.000072864386,0.000088951776,0.00004166252],"domain_scores_gemma":[0.9994004,0.00025186333,0.00013518672,0.000062711144,0.00010487977,0.000045025536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008896722,0.00050288404,0.0004427875,0.00020245096,0.00029990898,0.00037736297,0.00073749636,0.00062329444,0.0012994286],"category_scores_gemma":[0.0019118895,0.00025078954,0.00022991322,0.00013597785,0.0010178738,0.0004400434,0.0006174357,0.00050534285,0.00021587037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006700611,0.00004354084,0.00039419785,0.000035708763,0.000023188053,0.00007296281,0.00005990338,0.95935637,0.0047033434,0.007928684,0.0003027254,0.027012438],"study_design_scores_gemma":[0.000024173716,0.000059918744,0.00008771089,0.0000030577316,0.000003019443,0.000013355775,0.0000048892666,0.99621034,0.0006444812,0.0024647422,0.00047990572,0.000004473057],"about_ca_topic_score_codex":0.002846022,"about_ca_topic_score_gemma":0.0020463315,"teacher_disagreement_score":0.002846022,"about_ca_system_score_codex":0.00054255564,"about_ca_system_score_gemma":0.00063869206,"threshold_uncertainty_score":0.005658865},"labels":[],"label_agreement":null},{"id":"W2160818152","doi":"10.1109/icsmc.2004.1401358","title":"A robust feedback linearization force control of a pneumatic actuator","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Actuator; Control theory (sociology); Feedback linearization; Pneumatic actuator; Linearization; Robust control; Computer science; Control engineering; Control (management); Feedback control; Control system; Engineering; Nonlinear system; Physics; Artificial intelligence","score_opus":0.011914765200411567,"score_gpt":0.18869136965704036,"score_spread":0.1767766044566288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160818152","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01753743,0.0003420696,0.97359675,0.00014001352,0.00014223102,0.00008460868,0.000050237904,0.0010622486,0.0070443987],"genre_scores_gemma":[0.8294885,0.00029274917,0.16115814,0.00011786372,0.00009049368,0.00015940999,0.000088983295,0.00005382964,0.008550099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999821,0.000023965325,0.000008234798,0.000055716697,0.00007334194,0.000017841001],"domain_scores_gemma":[0.9998826,0.000028416966,0.000029473598,0.00001585835,0.000036266112,0.0000074504446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020402466,0.0005578851,0.00036589877,0.00014645922,0.0002567111,0.00043105317,0.000650734,0.00047712697,0.002520772],"category_scores_gemma":[0.00029535417,0.00014671388,0.0002820967,0.00011362398,0.0003307551,0.00035872616,0.00032534523,0.0004471852,0.0004312328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036707698,0.00014197985,0.0004755079,0.00077508244,0.00008833563,0.0004871223,0.00027797898,0.21503118,0.5194996,0.029470757,0.0039895717,0.22939594],"study_design_scores_gemma":[0.00008057379,0.0013031722,0.0010515881,0.000040632018,0.000044346085,0.0003721756,0.00003969089,0.8795085,0.09431128,0.0022986492,0.020908816,0.000040591505],"about_ca_topic_score_codex":0.0010742085,"about_ca_topic_score_gemma":0.00089789747,"teacher_disagreement_score":0.002520772,"about_ca_system_score_codex":0.00022093621,"about_ca_system_score_gemma":0.00034148106,"threshold_uncertainty_score":0.008432806},"labels":[],"label_agreement":null},{"id":"W2160823818","doi":"10.1007/978-3-540-79224-6_12","title":"Physics-Based Model of Control Valve Stiction","year":2008,"lang":"en","type":"book-chapter","venue":"Advances in industrial control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stiction; Materials science; Nanotechnology; Microelectromechanical systems","score_opus":0.03211643520673056,"score_gpt":0.22582678697784797,"score_spread":0.1937103517711174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160823818","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017301334,0.0016988714,0.88515687,0.0009674381,0.0008408928,0.00008621423,0.00046912575,0.00077795313,0.092701264],"genre_scores_gemma":[0.8706558,0.0019149107,0.04347053,0.00034579664,0.00035519578,0.0002345483,0.0005647476,0.00029727773,0.08216125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998196,0.000026069712,0.000007535838,0.000021632572,0.00011003448,0.000015201601],"domain_scores_gemma":[0.9998265,0.00006655657,0.000013441097,0.000019690411,0.00006345169,0.00001042128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024114772,0.0005542704,0.0009200567,0.00050634914,0.00045338232,0.0011563022,0.0017485239,0.0019029885,0.005634426],"category_scores_gemma":[0.00069655787,0.0004715111,0.0007477166,0.00039388993,0.00078636926,0.0011626713,0.0006017086,0.0014456062,0.0011375817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023421391,0.00003223536,0.00007398236,0.00008608063,0.0000177723,0.000091820526,0.00005363777,0.90167284,0.0029410743,0.08446826,0.0021723378,0.008366488],"study_design_scores_gemma":[0.0000049894397,0.00000594104,0.00005116012,0.0000031696545,0.000002823225,0.000013556445,0.0000026402531,0.98754716,0.00024407664,0.010925396,0.0011933325,0.000005747396],"about_ca_topic_score_codex":0.0057320185,"about_ca_topic_score_gemma":0.0039453525,"teacher_disagreement_score":0.0057320185,"about_ca_system_score_codex":0.0007604963,"about_ca_system_score_gemma":0.00087581645,"threshold_uncertainty_score":0.018849015},"labels":[],"label_agreement":null},{"id":"W2161700699","doi":"10.1109/tie.2009.2032198","title":"A Wavelet-Based Approach to Internal Seal Damage Diagnosis in Hydraulic Actuators","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Leakage (economics); Control theory (sociology); Root mean square; Wavelet; Pressure sensor; Fault (geology); Wavelet transform; Engineering; Computer science; Acoustics; Artificial intelligence; Mechanical engineering; Physics; Electrical engineering; Geology","score_opus":0.02298590668879067,"score_gpt":0.22897417457097913,"score_spread":0.20598826788218846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161700699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02020135,0.0003792083,0.97794926,0.00010401361,0.000046063593,0.000021687696,0.00005043892,0.00029937486,0.0009486005],"genre_scores_gemma":[0.40325898,0.0013064331,0.58916175,0.00011248235,0.00017629,0.00006611828,0.00032656014,0.00009412549,0.0054972437],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998534,0.000023708406,0.000010806367,0.000028715884,0.000069940856,0.000013313549],"domain_scores_gemma":[0.9998241,0.00004940819,0.000025508361,0.000022500231,0.00006772041,0.0000107792075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027343788,0.00040949348,0.00030189013,0.000667526,0.00014906957,0.0005122723,0.00044861762,0.00055954716,0.0011035589],"category_scores_gemma":[0.00057555037,0.00018197353,0.0003544492,0.0005850376,0.00032258194,0.00051922764,0.00034084305,0.0004041843,0.00044516413],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029945243,0.000106507316,0.0018809746,0.00029833478,0.0000755062,0.00039377826,0.00018533037,0.12118986,0.2136001,0.011804057,0.0033033704,0.64686275],"study_design_scores_gemma":[0.0000067300834,0.00009464443,0.0018482474,0.000014030405,0.000018396524,0.00021833635,0.00004119347,0.9647884,0.027547874,0.0025592628,0.00284947,0.000013544813],"about_ca_topic_score_codex":0.0007056255,"about_ca_topic_score_gemma":0.0007137096,"teacher_disagreement_score":0.0011035589,"about_ca_system_score_codex":0.0002291466,"about_ca_system_score_gemma":0.00022117479,"threshold_uncertainty_score":0.0036917329},"labels":[],"label_agreement":null},{"id":"W2161718960","doi":"10.1109/robot.1999.769967","title":"Robust force controller design for an electrohydraulic actuator based on nonlinear model","year":2003,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Control theory (sociology); Nonlinear system; Computer science; Control engineering; Nonlinear model; Controller (irrigation); Robust control; Pneumatic actuator; Engineering; Control (management); Artificial intelligence; Physics","score_opus":0.049083304753300444,"score_gpt":0.23482785095001835,"score_spread":0.1857445461967179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161718960","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026751805,0.0001937933,0.9698796,0.00010377173,0.000045340435,0.00007680182,0.00003953547,0.0006684233,0.0022409167],"genre_scores_gemma":[0.88624984,0.0001790504,0.11069103,0.00004840933,0.000023962275,0.00023650324,0.000084791194,0.00004180163,0.0024446452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973637,0.000033270473,0.000016472703,0.00006960419,0.00012176033,0.000022552264],"domain_scores_gemma":[0.9996344,0.00013127917,0.000091073816,0.0000341077,0.000098804645,0.000010362477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005480818,0.0006512425,0.0004447249,0.00020155862,0.00027979957,0.00053249596,0.0006829499,0.00055123103,0.0011019607],"category_scores_gemma":[0.0007933095,0.00022136889,0.00031120036,0.00009332874,0.000403213,0.00040490064,0.0004054897,0.0004391579,0.00028465496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003159322,0.000110641704,0.00042549055,0.0006385244,0.00007723505,0.00021598634,0.00023466692,0.6302059,0.24745542,0.012971567,0.0010618154,0.10628686],"study_design_scores_gemma":[0.000046300902,0.00021187538,0.0002614092,0.000010243371,0.000016247797,0.000037332302,0.00000924667,0.9781481,0.01880776,0.0006612625,0.0017781251,0.000012160408],"about_ca_topic_score_codex":0.0024656046,"about_ca_topic_score_gemma":0.0020785609,"teacher_disagreement_score":0.0024656046,"about_ca_system_score_codex":0.00047871916,"about_ca_system_score_gemma":0.0006089261,"threshold_uncertainty_score":0.004902482},"labels":[],"label_agreement":null},{"id":"W2162900424","doi":"10.1002/eqe.884","title":"A Rosenbrock‐W method for real‐time dynamic substructuring and pseudo‐dynamic testing","year":2009,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Jacobian matrix and determinant; Nonlinear system; Dynamic testing; Eigenvalues and eigenvectors; Modal; Control theory (sociology); Applied mathematics; Damping matrix; Dissipation; Stability (learning theory); Dynamic equation; Matrix (chemical analysis); Algorithm; Mathematics; Stiffness matrix; Stiffness; Structural engineering; Computer science; Engineering","score_opus":0.004929071872749216,"score_gpt":0.22108185665174582,"score_spread":0.2161527847789966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162900424","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004167134,0.000054721895,0.9946464,0.000022996359,0.000015239667,0.000028042898,0.000008876665,0.00012328512,0.0009332108],"genre_scores_gemma":[0.1056043,0.00008777639,0.89106834,0.000020015133,0.000009542654,0.00009637474,0.000038368613,0.000088113804,0.0029871364],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995927,0.0001229983,0.000021095271,0.00004049904,0.00020054876,0.000022120605],"domain_scores_gemma":[0.99962986,0.0001284162,0.000047417492,0.00006652305,0.00010697514,0.000020808127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009258977,0.000554846,0.00044766412,0.00066512014,0.0002300792,0.00053146837,0.0012475912,0.0006353057,0.0028328851],"category_scores_gemma":[0.0010450139,0.00032356635,0.00042700008,0.00038326182,0.00078522804,0.0006913689,0.0006062548,0.0006841254,0.0007615185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017305519,0.00012797253,0.0009864739,0.00026414756,0.0000547369,0.00027840896,0.00020589861,0.34530345,0.11229461,0.111943685,0.0017791624,0.4265884],"study_design_scores_gemma":[0.000011990438,0.000033851644,0.00010743604,0.000007217198,0.0000031774134,0.000057565463,0.0000062445883,0.98885113,0.0053940616,0.0030165962,0.0024983094,0.000012320182],"about_ca_topic_score_codex":0.0020056407,"about_ca_topic_score_gemma":0.0017612324,"teacher_disagreement_score":0.0028328851,"about_ca_system_score_codex":0.0002939608,"about_ca_system_score_gemma":0.0007361556,"threshold_uncertainty_score":0.00947696},"labels":[],"label_agreement":null},{"id":"W2163980729","doi":"10.23919/oceans.2009.5422276","title":"Design and operational performance of a standalone passive heave compensation system for a work class ROV","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Compensation (psychology); Process (computing); Computer science; Work (physics); Design process; Control engineering; Factory (object-oriented programming); Engineering; Engineering design process; Marine engineering; Control theory (sociology); Work in process; Control (management); Mechanical engineering","score_opus":0.015126644019811846,"score_gpt":0.20703029223793237,"score_spread":0.19190364821812053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163980729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72770953,0.00014453636,0.26229158,0.00022063094,0.00006928928,0.0003912969,0.00025470962,0.003128574,0.0057899053],"genre_scores_gemma":[0.98365074,0.000023760706,0.01410336,0.000023290157,0.0000065717218,0.000055847915,0.00007363598,0.000027141841,0.0020355906],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987364,0.000016432534,0.0000080009895,0.000029676748,0.000054491524,0.000017760622],"domain_scores_gemma":[0.9997681,0.000053670214,0.000025062629,0.000032208685,0.000092055685,0.000029007935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024918476,0.00046690993,0.00035281226,0.00025470537,0.00048244648,0.00037278762,0.0005545864,0.00048301477,0.002289307],"category_scores_gemma":[0.0003712603,0.00019379621,0.00016748514,0.000084270665,0.00021334007,0.0003251338,0.00018297083,0.0002902956,0.0004995629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009997981,0.00044452673,0.0064656837,0.00049737655,0.00013173852,0.0003871408,0.0004934796,0.14404242,0.69874257,0.0017583288,0.0013849536,0.14465187],"study_design_scores_gemma":[0.0004636467,0.0060377233,0.010375872,0.00003327211,0.00013245104,0.0004677762,0.0001719934,0.6927842,0.27911487,0.00066063215,0.009677018,0.000080515405],"about_ca_topic_score_codex":0.0015329674,"about_ca_topic_score_gemma":0.00130239,"teacher_disagreement_score":0.002289307,"about_ca_system_score_codex":0.0002527695,"about_ca_system_score_gemma":0.0005121151,"threshold_uncertainty_score":0.0076584816},"labels":[],"label_agreement":null},{"id":"W2164102621","doi":"10.1109/acc.2000.876995","title":"Stable control of an electro-hydraulic actuator during contact tasks: Theory and experiments","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Actuator; Lyapunov function; Piecewise; Position (finance); Stability (learning theory); Uniqueness; Computer science; Lyapunov stability; Hydraulic cylinder; Control engineering; Mathematics; Engineering; Control (management); Nonlinear system; Mechanical engineering; Artificial intelligence; Physics","score_opus":0.004778491746916537,"score_gpt":0.20910300628232587,"score_spread":0.20432451453540934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164102621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.832099,0.00030612797,0.16113818,0.0002040178,0.00007153923,0.0004833628,0.00014688223,0.00071866263,0.0048322687],"genre_scores_gemma":[0.99087125,0.00006685063,0.008181156,0.00001577089,0.000005346799,0.0001578131,0.000025567062,0.00001085614,0.0006655027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992902,0.000112972506,0.000052868007,0.00010591612,0.00034353219,0.00009438828],"domain_scores_gemma":[0.99846566,0.0008338192,0.00017272531,0.0002030047,0.00021879736,0.00010609429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007863505,0.0004066421,0.00048174502,0.00037030186,0.0004903257,0.0004426263,0.0011533085,0.0010497661,0.0019334473],"category_scores_gemma":[0.0022969348,0.00023546135,0.0002326755,0.00018469842,0.0007702866,0.00075696356,0.0009544874,0.0004165606,0.00021240521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001686706,0.000872121,0.0014054917,0.0008567413,0.000043069693,0.0005592591,0.0015584535,0.057015557,0.89403415,0.0040323525,0.000535254,0.037400775],"study_design_scores_gemma":[0.00048384993,0.00871728,0.0051951963,0.000069709735,0.00004951021,0.0002563846,0.00047248945,0.47949702,0.49974063,0.0021331832,0.0033004226,0.000084313324],"about_ca_topic_score_codex":0.0006919816,"about_ca_topic_score_gemma":0.00044359572,"teacher_disagreement_score":0.0019334473,"about_ca_system_score_codex":0.0002524865,"about_ca_system_score_gemma":0.00034922693,"threshold_uncertainty_score":0.0064680576},"labels":[],"label_agreement":null},{"id":"W2164427921","doi":"10.1109/robot.2005.1570176","title":"Overall Stability Analysis of Hydraulic Actuator’s Switching Contact Control Using the Concept of Lyapunov Exponents","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Linearization; Control theory (sociology); Lyapunov function; Lyapunov exponent; Nonlinear system; Actuator; Lyapunov equation; Lyapunov redesign; Stability (learning theory); Discontinuity (linguistics); Computation; Lyapunov stability; Mathematics; Nonlinear control; Computer science; Control (management); Mathematical analysis; Physics; Algorithm","score_opus":0.014594942295718566,"score_gpt":0.22397284535089146,"score_spread":0.2093779030551729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164427921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39497054,0.00024500617,0.59702194,0.00006995099,0.000019521107,0.00005526206,0.000026279948,0.00015356856,0.0074378625],"genre_scores_gemma":[0.9956807,0.000059104463,0.0033803165,0.000004355009,0.000004020993,0.000022357595,0.0000109099565,0.000008094064,0.0008301378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999119,0.000016418377,0.0000056625786,0.000013960032,0.000038444185,0.000013483793],"domain_scores_gemma":[0.9998142,0.00006578374,0.000035306355,0.000013722378,0.00006338644,0.00000764567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988213,0.000344376,0.00021084063,0.0002891625,0.0002017832,0.00039322287,0.00019213131,0.0001413504,0.0010389918],"category_scores_gemma":[0.0004676217,0.00009931927,0.00025756253,0.000109737724,0.00033381808,0.0003024499,0.0003095932,0.00019854904,0.00009051072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002369792,0.00005916976,0.0017506793,0.00016013299,0.00006411757,0.00028902607,0.00045007502,0.7500947,0.13354537,0.05366012,0.0004808589,0.05920878],"study_design_scores_gemma":[0.000006017924,0.0001146746,0.00088693434,0.000005374211,0.0000067343644,0.00001800562,0.000035463738,0.98859006,0.0066158897,0.0033665646,0.00034744345,0.0000067320975],"about_ca_topic_score_codex":0.000997415,"about_ca_topic_score_gemma":0.0005590674,"teacher_disagreement_score":0.0010389918,"about_ca_system_score_codex":0.00029483737,"about_ca_system_score_gemma":0.00026329682,"threshold_uncertainty_score":0.0034757853},"labels":[],"label_agreement":null},{"id":"W2165561557","doi":"10.1115/imece2005-81092","title":"Inner-Loop Feedback for Deadband Compensation in Electromechanical Flight Surface Actuation Systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Inner loop; Control theory (sociology); Aileron; Compensation (psychology); Flight control surfaces; Control system; Modular design; Loop (graph theory); Feedback loop; Computer science; Engineering; Control engineering; Controller (irrigation); Control (management); Aerospace engineering; Aerodynamics","score_opus":0.014650009915154505,"score_gpt":0.22534993549712945,"score_spread":0.21069992558197495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165561557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072707996,0.0004891358,0.9217425,0.00014349578,0.00008769162,0.000029128452,0.000012271498,0.0006003365,0.004187403],"genre_scores_gemma":[0.9749663,0.00013256264,0.023472518,0.000038484006,0.000026872594,0.000018903464,0.000010178397,0.000011519915,0.0013227868],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998596,0.00003252898,0.000007672919,0.000021213209,0.00006205989,0.000016993952],"domain_scores_gemma":[0.99967444,0.00017471962,0.000047946967,0.000018606994,0.00007650097,0.000007858181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092501,0.00034680316,0.0002452025,0.00013571605,0.00024675834,0.00031971862,0.00034155854,0.00034198407,0.0018258943],"category_scores_gemma":[0.000841276,0.000075579665,0.00010918962,0.00009961321,0.0002468878,0.00029409508,0.00019597998,0.0003103382,0.00018775644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047152463,0.00014515825,0.0006815457,0.00041700373,0.00004682866,0.00026062524,0.00047177268,0.3761964,0.26111817,0.025846235,0.0015553875,0.3327894],"study_design_scores_gemma":[0.00003248886,0.0003508735,0.0005463285,0.00001968387,0.000015337477,0.00007914237,0.000021992055,0.9635088,0.029448545,0.0028034432,0.0031584834,0.000014941903],"about_ca_topic_score_codex":0.0007985576,"about_ca_topic_score_gemma":0.0008836885,"teacher_disagreement_score":0.0018258943,"about_ca_system_score_codex":0.00020622142,"about_ca_system_score_gemma":0.00019552569,"threshold_uncertainty_score":0.0061082244},"labels":[],"label_agreement":null},{"id":"W2166011811","doi":"10.1002/eqe.886","title":"Kinematic transformations for planar multi‐directional pseudodynamic testing","year":2009,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kinematics; Transformation (genetics); Position (finance); Displacement (psychology); Nonlinear system; Rotation (mathematics); Algorithm; Block (permutation group theory); Trigonometry; Trigonometric functions; Mathematics; Control theory (sociology); Computer science; Geometry; Classical mechanics; Artificial intelligence; Physics","score_opus":0.010983104356513174,"score_gpt":0.211420536765595,"score_spread":0.20043743240908182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166011811","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014727588,0.00006275197,0.9819072,0.000049082308,0.000026201507,0.000045104724,0.000039252107,0.00045381446,0.0026890503],"genre_scores_gemma":[0.58664936,0.0002266944,0.4096689,0.000044889195,0.000023611332,0.00013826357,0.00018154673,0.00013267607,0.0029340326],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990933,0.00015735997,0.000045986842,0.0000859462,0.000586195,0.000031238247],"domain_scores_gemma":[0.9991166,0.00026199492,0.00019074828,0.00017519962,0.00023583915,0.000019564015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004427934,0.00051770825,0.0002547202,0.0005273666,0.00016777717,0.0006749781,0.00062911847,0.0002547799,0.0026904433],"category_scores_gemma":[0.0021464454,0.00021288329,0.0002312962,0.00045756405,0.0006708705,0.00059381226,0.0007539202,0.00053082564,0.00062883587],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016395524,0.000063528074,0.0022518523,0.00018076024,0.000019026278,0.00022965585,0.000308236,0.28369406,0.098365456,0.06962121,0.0014336944,0.54366857],"study_design_scores_gemma":[0.000028651186,0.000265685,0.0013866017,0.00002572033,0.00001152575,0.00036487714,0.00008140018,0.92198765,0.04898242,0.012976354,0.013854274,0.000034803325],"about_ca_topic_score_codex":0.0010094263,"about_ca_topic_score_gemma":0.0009271473,"teacher_disagreement_score":0.0026904433,"about_ca_system_score_codex":0.00037486476,"about_ca_system_score_gemma":0.000572814,"threshold_uncertainty_score":0.009000421},"labels":[],"label_agreement":null},{"id":"W2166660691","doi":"10.1109/tie.2010.2095396","title":"A Wavelet-Based Approach for External Leakage Detection and Isolation From Internal Leakage in Valve-Controlled Hydraulic Actuators","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Leakage (economics); Actuator; Fault detection and isolation; Root mean square; Control theory (sociology); Wavelet; Wavelet transform; Engineering; Acoustics; Computer science; Physics; Electrical engineering; Artificial intelligence","score_opus":0.014188536431759203,"score_gpt":0.2148317009013494,"score_spread":0.20064316446959019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166660691","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028861092,0.00023844498,0.969956,0.000046743775,0.000028872088,0.000024989093,0.00002639875,0.00026674767,0.000550764],"genre_scores_gemma":[0.41538537,0.0005176236,0.5827372,0.000050654384,0.000057026715,0.00006511922,0.00012299423,0.000055517892,0.0010084419],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997316,0.00004698337,0.000022871456,0.000038422302,0.00013952517,0.000020591546],"domain_scores_gemma":[0.9995875,0.00013978314,0.00006046647,0.000050776034,0.00013826757,0.00002328295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042157026,0.0004518035,0.000440121,0.00085463095,0.00017992675,0.0004133951,0.0003980182,0.00050257234,0.0004953499],"category_scores_gemma":[0.0010312157,0.00021517949,0.0004157967,0.00046009754,0.00033492426,0.00058398827,0.0003454295,0.0004938036,0.00021703311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003962173,0.0001682376,0.002335268,0.00039165874,0.00009133339,0.00031976486,0.00016611416,0.03500954,0.49899745,0.004888142,0.0007433915,0.45649296],"study_design_scores_gemma":[0.00002623189,0.0003985806,0.0041950555,0.000025002966,0.00006899908,0.0005795548,0.000060338145,0.8228347,0.16645116,0.0020057561,0.0033099237,0.000044746634],"about_ca_topic_score_codex":0.00029590094,"about_ca_topic_score_gemma":0.0003035343,"teacher_disagreement_score":0.00085463095,"about_ca_system_score_codex":0.00019258451,"about_ca_system_score_gemma":0.00025493375,"threshold_uncertainty_score":0.0022295117},"labels":[],"label_agreement":null},{"id":"W2166700987","doi":"10.24908/pceea.v0i0.4016","title":"ESTIMATION OF STRUCTURAL DYNAMICS OF A MODEL BOOM OF DRAGLINE DRE-23 BY OUTPUT-ONLY SYSTEM IDENTIFICATION METHODS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Boom; Modal; Frequency domain; Impulse response; Modal analysis; Shaker; System identification; Substructure; Time domain; Impulse (physics); Control theory (sociology); Structural engineering; Acoustics; Mathematics; Physics; Computer science; Engineering; Mathematical analysis; Materials science; Vibration; Classical mechanics","score_opus":0.01062664162961689,"score_gpt":0.2298585387110757,"score_spread":0.21923189708145882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166700987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6180879,0.00010095189,0.3781865,0.00008056096,0.000023843702,0.00008666635,0.00054873666,0.0008205621,0.0020642409],"genre_scores_gemma":[0.9620732,0.000046676,0.0359595,0.000011336276,0.0000044631943,0.00006387566,0.0004676034,0.000028842875,0.001344481],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985707,0.000024474708,0.000006639456,0.000043388103,0.000051715015,0.000016668984],"domain_scores_gemma":[0.99969923,0.000107705295,0.000044496028,0.000029622941,0.00010494315,0.000014048994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029436577,0.00083880464,0.00039624906,0.00040430916,0.00026683178,0.0003693304,0.0002976893,0.0004702646,0.0011654928],"category_scores_gemma":[0.0009064625,0.0002832213,0.00032831935,0.00021645095,0.00020290859,0.00032563353,0.00034349365,0.0004301887,0.0002662709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065408833,0.00019224916,0.035862803,0.0006332115,0.0001237788,0.00040900466,0.0007337293,0.39229402,0.36921817,0.0010647483,0.0009713586,0.19784278],"study_design_scores_gemma":[0.000036770078,0.00028966705,0.04684937,0.000028925337,0.00004042607,0.00009808,0.0001553054,0.9140146,0.03670215,0.00023933694,0.0014977874,0.00004770647],"about_ca_topic_score_codex":0.008075571,"about_ca_topic_score_gemma":0.013518973,"teacher_disagreement_score":0.008075571,"about_ca_system_score_codex":0.00031537315,"about_ca_system_score_gemma":0.00045346096,"threshold_uncertainty_score":0.016057134},"labels":[],"label_agreement":null},{"id":"W2166868970","doi":"10.1080/14399776.2002.10781143","title":"An Empirical Discharge Coefficient Model for Orifice Flow","year":2002,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign; Nanjing University of Science and Technology; University of Science and Technology of China; Zhejiang University of Technology; University of Saskatchewan","keywords":"Flow coefficient; Body orifice; Discharge coefficient; Bernoulli's principle; Pressure drop; Orifice plate; Mechanics; Reynolds number; Bandwidth throttling; Pressure coefficient; Flow (mathematics); Flow conditioning; Mathematics; Control theory (sociology); Thermodynamics; Physics; Engineering; Turbulence; Mechanical engineering; Computer science","score_opus":0.028010488193593332,"score_gpt":0.2893657071314977,"score_spread":0.26135521893790437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166868970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015294175,0.0009429871,0.97046477,0.00034642982,0.00011629958,0.00013329148,0.00041672523,0.0010146486,0.011270778],"genre_scores_gemma":[0.75934106,0.004195299,0.1726007,0.00043565294,0.00020869881,0.00082627236,0.0015357252,0.0007672949,0.060089212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934524,0.00006670571,0.00002766984,0.00020350661,0.0002850409,0.00007181707],"domain_scores_gemma":[0.9988086,0.0005360994,0.0001245447,0.00015912294,0.0003353882,0.000036225225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007021343,0.000966003,0.00094536,0.0010260185,0.00054720877,0.0012810761,0.0027458824,0.002086968,0.004116197],"category_scores_gemma":[0.004410752,0.0005985127,0.00078868895,0.0011147811,0.0008199352,0.0030593826,0.00074235786,0.0023042064,0.0026192588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054741173,0.00008956152,0.0011013026,0.00012555812,0.000014594019,0.00017291198,0.00015990417,0.9080949,0.0086715445,0.04130393,0.0032927378,0.036918387],"study_design_scores_gemma":[0.000007843045,0.000019301204,0.00022359542,0.000010859536,0.0000047404674,0.000120038756,0.000006938692,0.9885512,0.0012701335,0.004881317,0.0048871296,0.000016972477],"about_ca_topic_score_codex":0.0048339088,"about_ca_topic_score_gemma":0.002450157,"teacher_disagreement_score":0.0048339088,"about_ca_system_score_codex":0.0011459684,"about_ca_system_score_gemma":0.00128605,"threshold_uncertainty_score":0.013770103},"labels":[],"label_agreement":null},{"id":"W2167189748","doi":"10.1109/acc.2006.1657453","title":"Design of a tracking controller for cooperating hydraulic manipulators handling a rigid object","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Lyapunov function; Controller (irrigation); Actuator; Control engineering; Computer science; Payload (computing); Acceleration; Parametric statistics; Hydraulic cylinder; Observer (physics); Tracking error; Lyapunov stability; Kinematics; Engineering; Mathematics; Artificial intelligence; Nonlinear system; Control (management)","score_opus":0.02193040672372059,"score_gpt":0.2212430391370921,"score_spread":0.1993126324133715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167189748","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018459752,0.00013313776,0.9780772,0.000055927685,0.00005158421,0.00009448365,0.0000117799445,0.00044857652,0.0026675845],"genre_scores_gemma":[0.84321755,0.00023257479,0.15184212,0.00009054904,0.00006475625,0.00038612835,0.00004730057,0.0000354419,0.004083664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979657,0.000021994598,0.000014018427,0.000060705173,0.00008157595,0.00002513786],"domain_scores_gemma":[0.9996112,0.00009694163,0.00010326953,0.000035979097,0.00012937457,0.000023190982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052376697,0.00055815536,0.0004965407,0.00028460613,0.00046083846,0.00058555196,0.00095845846,0.00087514083,0.0014433524],"category_scores_gemma":[0.00077664223,0.0002838801,0.00028806654,0.00020167627,0.00045173182,0.0003545396,0.0005712131,0.0005775947,0.00035403532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002454542,0.00016857403,0.0009568302,0.0005146369,0.00010613343,0.00069728546,0.0005764537,0.54781514,0.1608059,0.014809145,0.0017621003,0.27154243],"study_design_scores_gemma":[0.000071168455,0.00041464777,0.00041743484,0.000021001375,0.000029291383,0.00012514791,0.000027172822,0.98414826,0.010179266,0.00083222415,0.0037160707,0.00001831881],"about_ca_topic_score_codex":0.0019840563,"about_ca_topic_score_gemma":0.0015472495,"teacher_disagreement_score":0.0019840563,"about_ca_system_score_codex":0.0003117824,"about_ca_system_score_gemma":0.00073859893,"threshold_uncertainty_score":0.0048285127},"labels":[],"label_agreement":null},{"id":"W2168268912","doi":"10.1115/1.2807182","title":"Force Control Loop Affected by Bounded Uncertainties and Unbounded Inputs for Pneumatic Actuator Systems","year":2007,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal; Royal Military College of Canada","funders":"","keywords":"Control theory (sociology); Actuator; Nonlinear system; Parametric statistics; Linearization; Bounded function; Feedback linearization; Robust control; Computer science; Linear matrix inequality; Mathematics; Control (management); Physics; Mathematical optimization; Mathematical analysis","score_opus":0.007919905148569087,"score_gpt":0.2038145912812478,"score_spread":0.1958946861326787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168268912","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0914524,0.00024239608,0.9042224,0.00012759764,0.00006363224,0.000032682987,0.00001868117,0.0005854216,0.003254781],"genre_scores_gemma":[0.9861567,0.00007326034,0.0125062745,0.000026462983,0.000021147198,0.0000399477,0.00001533802,0.000011897512,0.0011490798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997502,0.000046609894,0.0000110725305,0.00005660154,0.00010353981,0.000031928463],"domain_scores_gemma":[0.9994135,0.00032089557,0.00011120684,0.000040128496,0.00009838287,0.000015934696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041330073,0.00066463195,0.0003731649,0.00014761534,0.00038976417,0.00055239967,0.0003743871,0.00050553895,0.0011196986],"category_scores_gemma":[0.001458882,0.00013158133,0.00018256163,0.000094596566,0.0004629366,0.00046745967,0.00050261547,0.0004505966,0.00013677278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054972415,0.00011462879,0.0007391409,0.00039622153,0.000059695638,0.0007148691,0.00061764603,0.6833842,0.17914532,0.01983724,0.0008897017,0.11355165],"study_design_scores_gemma":[0.000020677335,0.00021341364,0.00045441487,0.000009538583,0.000012384536,0.000048582493,0.000015642894,0.9854592,0.010946715,0.001953188,0.00085599994,0.00001023773],"about_ca_topic_score_codex":0.0019264807,"about_ca_topic_score_gemma":0.0011197297,"teacher_disagreement_score":0.0019264807,"about_ca_system_score_codex":0.0002612496,"about_ca_system_score_gemma":0.00030617215,"threshold_uncertainty_score":0.003830552},"labels":[],"label_agreement":null},{"id":"W2168552743","doi":"10.1109/robot.2000.844774","title":"On the nonlinear control of hydraulic servo-systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Electrohydraulic servo valve; Control engineering; Hydraulic machinery; Lyapunov function; Servomechanism; Computer science; Servo; Controller (irrigation); Hydraulic cylinder; Nonlinear control; Engineering; Adaptive control; Control (management); Mechanical engineering; Artificial intelligence","score_opus":0.015047365121117245,"score_gpt":0.18025534909667454,"score_spread":0.1652079839755573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168552743","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024238463,0.026295364,0.88542324,0.001476447,0.00096688047,0.00009752452,0.000113872324,0.00026796683,0.061120186],"genre_scores_gemma":[0.8754172,0.02990245,0.04995194,0.00058020424,0.0016164479,0.00032268878,0.00018989352,0.00010424008,0.041915037],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99973315,0.00007539568,0.000013554608,0.000038845734,0.00012307694,0.00001585669],"domain_scores_gemma":[0.999764,0.00011214317,0.000021359752,0.000014554491,0.00007958643,0.000008316025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398096,0.0006988675,0.0005521499,0.00038434117,0.0002779422,0.00075542403,0.00041756808,0.00069939217,0.0024771579],"category_scores_gemma":[0.0010817297,0.00016131953,0.00022086565,0.00058017106,0.0011540377,0.00069555186,0.00075277727,0.0008836148,0.00055433536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001593985,0.00006695877,0.0003389477,0.0011928161,0.000050209805,0.0005132611,0.00043620495,0.5393286,0.016466303,0.2766093,0.00542972,0.15940826],"study_design_scores_gemma":[0.000031251675,0.00013830133,0.00058746093,0.00010900127,0.000016655673,0.00009028504,0.000047221616,0.86822397,0.0017157738,0.09944,0.029569972,0.000030096635],"about_ca_topic_score_codex":0.0027964688,"about_ca_topic_score_gemma":0.0016392829,"teacher_disagreement_score":0.0027964688,"about_ca_system_score_codex":0.00047882437,"about_ca_system_score_gemma":0.0003844577,"threshold_uncertainty_score":0.008286953},"labels":[],"label_agreement":null},{"id":"W2169806265","doi":"","title":"Design and experimental evaluation of robust variable structure control for hydraulic actuators","year":2004,"lang":"en","type":"article","venue":"Asian Control Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Robust control; Hydraulic cylinder; Stiffness; Controller (irrigation); Nonlinear system; Electro-hydraulic actuator; Hydraulic machinery; Control engineering; Sliding mode control; Stability (learning theory); Computer science; Engineering; Control system; Control (management); Structural engineering; Mechanical engineering","score_opus":0.025315009089001528,"score_gpt":0.23887558113948526,"score_spread":0.21356057205048373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169806265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7839474,0.00030703636,0.21123298,0.00017245779,0.00011212233,0.00046675777,0.00013558628,0.0006062753,0.0030193294],"genre_scores_gemma":[0.9685826,0.00006568178,0.030430641,0.000023494704,0.0000074798036,0.00019274192,0.000055015797,0.000014308693,0.0006279716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990625,0.00017471694,0.00007289943,0.00014018311,0.000452571,0.00009712043],"domain_scores_gemma":[0.99869776,0.00044664944,0.00026302217,0.00022469496,0.00031588884,0.00005201344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012344767,0.00049514644,0.00033196565,0.00027811236,0.00031113776,0.0004302018,0.00072285946,0.0007633876,0.001313004],"category_scores_gemma":[0.0027157862,0.00018766908,0.00025794614,0.000105738865,0.00060805393,0.00055933336,0.000529258,0.00035029365,0.00014788444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000495509,0.00074242614,0.00092051795,0.0005836571,0.000038851336,0.00019928272,0.00023153254,0.0535725,0.90678275,0.0024681743,0.00023395075,0.033730876],"study_design_scores_gemma":[0.00021729633,0.009056817,0.0042780903,0.000040036244,0.00003984883,0.00015992016,0.000109656576,0.21643825,0.76506084,0.0009055222,0.0036226693,0.00007102718],"about_ca_topic_score_codex":0.00049568,"about_ca_topic_score_gemma":0.00035955475,"teacher_disagreement_score":0.001313004,"about_ca_system_score_codex":0.00029749548,"about_ca_system_score_gemma":0.00037321364,"threshold_uncertainty_score":0.006528616},"labels":[],"label_agreement":null},{"id":"W2172110944","doi":"10.1002/eqe.2307","title":"Model updating method for substructure pseudo‐dynamic hybrid simulation","year":2013,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Science Council","keywords":"Substructure; Weighting; Computer science; Algorithm; Engineering; Structural engineering","score_opus":0.007049287435470167,"score_gpt":0.23220062803786112,"score_spread":0.22515134060239095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172110944","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060543376,0.00004552423,0.9908404,0.00004545144,0.000022078522,0.000042120064,0.00003418685,0.00037458094,0.00254138],"genre_scores_gemma":[0.53356284,0.00018688374,0.45949033,0.00009230592,0.000033128275,0.0005213989,0.00022381202,0.0002637993,0.005625443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996625,0.00012760343,0.000016068549,0.00003296744,0.00013918862,0.00002162509],"domain_scores_gemma":[0.9993499,0.00032373745,0.000066451285,0.00007605886,0.0001553644,0.000028517828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085024687,0.00046390426,0.0005837501,0.00047655086,0.00030716212,0.0006741111,0.0011682593,0.0007820853,0.0032406528],"category_scores_gemma":[0.0016589573,0.00033413107,0.0005221954,0.0003620956,0.00041972531,0.0004896496,0.0009310534,0.0008738413,0.000573012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033942943,0.000035743356,0.00042075358,0.000049236394,0.000025308831,0.000049114315,0.00005406549,0.94679284,0.003428755,0.014447035,0.00046384882,0.03419947],"study_design_scores_gemma":[0.0000021116975,0.000004849645,0.00001884598,0.000001321066,0.0000011277864,0.0000037022871,0.0000014106436,0.99887496,0.00020080287,0.00050717563,0.00038212462,0.0000015901759],"about_ca_topic_score_codex":0.003518378,"about_ca_topic_score_gemma":0.0021289457,"teacher_disagreement_score":0.003518378,"about_ca_system_score_codex":0.0004278078,"about_ca_system_score_gemma":0.0005475333,"threshold_uncertainty_score":0.010841012},"labels":[],"label_agreement":null},{"id":"W2172484115","doi":"10.1115/dscc2009-2586","title":"Inner-Loop Control for Electro-Hydraulic (EHA) Actuation Systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Backlash; Control theory (sociology); Actuator; Nonlinear system; Piping; Hydraulic machinery; Electro-hydraulic actuator; Hydraulic motor; Control system; Inner loop; Passivity; Engineering; Control engineering; Computer science; Control (management); Controller (irrigation); Mechanical engineering; Physics","score_opus":0.009340565538625513,"score_gpt":0.21558449592816828,"score_spread":0.20624393038954278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172484115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023923563,0.0003895752,0.9702827,0.000096839845,0.00007898247,0.000029368013,0.000010755293,0.00058211706,0.0046061],"genre_scores_gemma":[0.9331571,0.0002568548,0.06255175,0.00005112088,0.00005634092,0.000052932442,0.000018998773,0.000027660459,0.0038273958],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971396,0.000046897218,0.000019612675,0.000043386735,0.00015137467,0.000024703104],"domain_scores_gemma":[0.9997062,0.00012723471,0.000050029532,0.000018866109,0.00008480027,0.000012773411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036676205,0.00038288787,0.00026313946,0.00018377599,0.00031406374,0.0005498129,0.00051392266,0.00026471997,0.0016156296],"category_scores_gemma":[0.00069952646,0.00010703965,0.00011795293,0.00011808359,0.00041856978,0.00042817416,0.00039715384,0.00047031368,0.00023653396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027376995,0.00022749351,0.0005362185,0.00042521395,0.00004216913,0.00020714094,0.0004471864,0.321433,0.20125516,0.043036774,0.0018795856,0.43023616],"study_design_scores_gemma":[0.00003655011,0.0003245285,0.00041377047,0.000020074065,0.000012835938,0.0000704241,0.000017382037,0.95938057,0.027505256,0.0044252197,0.007772767,0.000020576897],"about_ca_topic_score_codex":0.0009969947,"about_ca_topic_score_gemma":0.0010270512,"teacher_disagreement_score":0.0016156296,"about_ca_system_score_codex":0.00028085665,"about_ca_system_score_gemma":0.00026758536,"threshold_uncertainty_score":0.0054048896},"labels":[],"label_agreement":null},{"id":"W2176139209","doi":"10.1007/978-3-319-04546-7_26","title":"Development and Performance Analysis of Single Axis Simulation Table for Durability Testing","year":2014,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Durability; Table (database); Reliability engineering; Computer science; Engineering; Data mining; Database","score_opus":0.048631681360514156,"score_gpt":0.2386669951856507,"score_spread":0.19003531382513655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176139209","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14547093,0.0007919815,0.8179464,0.0001694053,0.00014296545,0.00038245786,0.0012601032,0.009155331,0.02468043],"genre_scores_gemma":[0.77772045,0.00037363003,0.20642719,0.000045783258,0.000022395716,0.00032284437,0.0013333343,0.0009154788,0.0128387455],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945647,0.00006936612,0.000026546018,0.00005767168,0.00035946042,0.000030507492],"domain_scores_gemma":[0.99866986,0.0004957553,0.000058713013,0.00018242862,0.0005577978,0.000035548197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070669176,0.0006202517,0.0005524439,0.0006260077,0.00042424735,0.0006744868,0.001878742,0.00053816946,0.012697659],"category_scores_gemma":[0.0013040557,0.0005121888,0.00042827806,0.0004390625,0.00025518713,0.00076743175,0.00041015373,0.0003689966,0.0019464225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094255334,0.0003110444,0.009409387,0.00068867457,0.000091511974,0.0004338287,0.0004435347,0.32028311,0.34654427,0.011314984,0.013839603,0.2956975],"study_design_scores_gemma":[0.000048029542,0.00062540825,0.0043562837,0.00003786673,0.00004874051,0.0002489689,0.00008968959,0.83323073,0.14704709,0.0012069094,0.013014779,0.0000455528],"about_ca_topic_score_codex":0.0018461997,"about_ca_topic_score_gemma":0.0019818624,"teacher_disagreement_score":0.012697659,"about_ca_system_score_codex":0.0005087107,"about_ca_system_score_gemma":0.0008136182,"threshold_uncertainty_score":0.042477906},"labels":[],"label_agreement":null},{"id":"W2183053133","doi":"10.17221/32/2013-rae","title":"Performance parameters monitoring of the hydraulic system with bio-oil","year":2014,"lang":"en","type":"article","venue":"Research in Agricultural Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR; Slovenská Akadémia Vied","keywords":"Hydraulic fluid; Hydraulic machinery; Petroleum engineering; Engineering; Durability; Environmental science; Hydraulic pump; Waste management; Mechanical engineering; Computer science","score_opus":0.023673305841514156,"score_gpt":0.22906317378208424,"score_spread":0.20538986794057007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183053133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886862,0.00046097522,0.009585009,0.00004231125,0.000022598066,0.000020221127,0.0002526182,0.0001364142,0.00079362164],"genre_scores_gemma":[0.9971915,0.00017049904,0.001369658,0.000012268733,0.0000042353577,0.000012801619,0.00012875994,0.000011837282,0.0010983681],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995734,0.0000654282,0.000029059238,0.000072195115,0.00020994588,0.00004994495],"domain_scores_gemma":[0.99954104,0.00012663487,0.00008918582,0.000051923984,0.0001641328,0.000027178614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030205626,0.00034654423,0.00029343073,0.00030996886,0.00018312685,0.00030723945,0.00030169188,0.00042945566,0.0012196649],"category_scores_gemma":[0.00059155584,0.000114728056,0.00024330222,0.00033785636,0.00020260063,0.0004370802,0.000257806,0.00027954628,0.00037318625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017589639,0.000070007656,0.002763038,0.00011043559,0.000011155386,0.000037982732,0.00012636941,0.00069161283,0.9863132,0.00003130975,0.000076818236,0.00959213],"study_design_scores_gemma":[0.0000030810297,0.00054064195,0.009207599,0.00000558036,0.000015231293,0.00007443759,0.00007611901,0.0027990725,0.98665917,0.000021068854,0.0005889276,0.00000906819],"about_ca_topic_score_codex":0.00045035145,"about_ca_topic_score_gemma":0.00046919403,"teacher_disagreement_score":0.0012196649,"about_ca_system_score_codex":0.00020649533,"about_ca_system_score_gemma":0.00013742512,"threshold_uncertainty_score":0.0040801764},"labels":[],"label_agreement":null},{"id":"W2186814183","doi":"10.25103/jestr.074.24","title":"Hydraulic System Design of Hydraulic Actuators for Large Butterfly Valves","year":2014,"lang":"en","type":"article","venue":"Journal of Engineering Science and Technology Review","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Bandwidth throttling; Hydraulic motor; Hydraulic cylinder; Hydraulic machinery; Electrohydraulic servo valve; Hydraulic pump; Hydraulic circuit; Butterfly valve; Engineering; Variable displacement pump; Electro-hydraulic actuator; Control theory (sociology); Valve actuator; Fluid power; Control valves; Telescopic cylinder; Actuator; Control engineering; Mechanical engineering; Computer science; Gas compressor; Electrical engineering","score_opus":0.01092462349643478,"score_gpt":0.22936990057555595,"score_spread":0.21844527707912118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186814183","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042639177,0.004495027,0.9292434,0.00036017376,0.00031566093,0.00024032821,0.000102142985,0.0011598256,0.021444354],"genre_scores_gemma":[0.77971625,0.0032384463,0.19935296,0.00013905538,0.00015017671,0.00023383775,0.00013066769,0.000052245323,0.016986208],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979407,0.000025918423,0.000014029439,0.00005048342,0.000097894255,0.000017639099],"domain_scores_gemma":[0.99987006,0.000036636608,0.000020211808,0.000009670726,0.000054088832,0.000009284216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019002483,0.00029595147,0.0002673918,0.00028614607,0.0003879091,0.00056290487,0.00059996743,0.0005134617,0.0024553698],"category_scores_gemma":[0.0003202824,0.00021905114,0.0002220246,0.00024983732,0.00040914156,0.00047062922,0.00027631014,0.0003835482,0.0005135672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017826239,0.000084645435,0.00075592275,0.001202962,0.000041709205,0.00031781464,0.00033993804,0.067012414,0.5623191,0.07894177,0.0032107646,0.28559464],"study_design_scores_gemma":[0.00020870737,0.0013691973,0.004798274,0.00020449879,0.000098485696,0.0012212655,0.00013887107,0.6054217,0.16608946,0.018417796,0.2019016,0.00013022336],"about_ca_topic_score_codex":0.0012893418,"about_ca_topic_score_gemma":0.0015082303,"teacher_disagreement_score":0.0024553698,"about_ca_system_score_codex":0.0005589595,"about_ca_system_score_gemma":0.00077767164,"threshold_uncertainty_score":0.0082140565},"labels":[],"label_agreement":null},{"id":"W2197363756","doi":"10.4271/2000-01-2619","title":"Model Identification and Analysis of a High Performance Hydrostatic Actuation System","year":2000,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Identification (biology); Hydrostatic equilibrium; Computer science; System identification; Data modeling; Physics; Database","score_opus":0.00959285614603764,"score_gpt":0.21511165785390113,"score_spread":0.2055188017078635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197363756","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06738158,0.00043027135,0.9072889,0.00039988756,0.00006130434,0.00014881713,0.00032179954,0.0012505173,0.022717046],"genre_scores_gemma":[0.9632301,0.00035087622,0.02324286,0.000048354304,0.000019132734,0.00029953188,0.00022654314,0.00005442773,0.012528154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998016,0.000033642933,0.000010318341,0.00005042615,0.00008388236,0.00002005963],"domain_scores_gemma":[0.999821,0.00006648489,0.000034249384,0.000017219108,0.00005431796,0.0000067806764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694332,0.00044863153,0.00058955204,0.00033131684,0.00044917906,0.00092727493,0.00065435853,0.0009475274,0.0026932354],"category_scores_gemma":[0.00042652915,0.00028435144,0.00039134818,0.00021673822,0.00048754475,0.00056987285,0.00060107955,0.00060706574,0.0006694443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055372704,0.00002593824,0.0004325618,0.000114100614,0.00002227613,0.00016289228,0.000094373776,0.96991783,0.011571842,0.0048939534,0.00046999968,0.0122388],"study_design_scores_gemma":[0.00000584537,0.000023805198,0.0002006252,0.000003422622,0.000003661094,0.000017826804,0.0000077396935,0.99770665,0.0009912227,0.00034286905,0.00069194514,0.000004281817],"about_ca_topic_score_codex":0.0066981283,"about_ca_topic_score_gemma":0.003113688,"teacher_disagreement_score":0.0066981283,"about_ca_system_score_codex":0.0004896643,"about_ca_system_score_gemma":0.00089652534,"threshold_uncertainty_score":0.0133183},"labels":[],"label_agreement":null},{"id":"W2224476144","doi":"10.1139/tcsme-2005-0002","title":"CONTROLLER DESIGN FOR PNEUMATIC SYSTEM WITH CONNECTION PORT RESTRICTION: AN LMI APPROACH","year":2005,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Singularity; Pneumatic cylinder; Feedback linearization; Servomechanism; Nonlinear system; Connection (principal bundle); Linearization; Linear matrix inequality; Mathematics; Computer science; Control engineering; Cylinder; Engineering; Control (management); Mathematical optimization; Physics; Mechanical engineering","score_opus":0.017181523308383104,"score_gpt":0.19060357076219503,"score_spread":0.17342204745381193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224476144","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025868225,0.0002615627,0.98972404,0.00012149141,0.00007169019,0.00011566476,0.000030806732,0.0004973833,0.006590468],"genre_scores_gemma":[0.6790982,0.0012363828,0.3054494,0.0004335983,0.00033883154,0.0014570093,0.00029967798,0.00024158375,0.011445293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955064,0.00008507672,0.000032730564,0.00009465881,0.00020408863,0.000032674114],"domain_scores_gemma":[0.9996164,0.0001432515,0.000063811705,0.000026115968,0.0001406085,0.000009854103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064318976,0.001234886,0.0008262919,0.0003862602,0.00053775235,0.0010246119,0.0010587975,0.00087423774,0.005257193],"category_scores_gemma":[0.0010017715,0.00037450757,0.0004135995,0.00031833048,0.00055827026,0.0006742676,0.00054096925,0.0012594039,0.0011622255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022437693,0.00015671879,0.00034310587,0.0018430799,0.00014090931,0.0007089664,0.00053682463,0.51452494,0.121431276,0.043786056,0.010206167,0.3060975],"study_design_scores_gemma":[0.00010008497,0.0003367649,0.00025552232,0.00005027183,0.000040637507,0.0001850342,0.000037955488,0.96625763,0.015810069,0.004469738,0.01242659,0.000029808829],"about_ca_topic_score_codex":0.00193929,"about_ca_topic_score_gemma":0.0020547768,"teacher_disagreement_score":0.005257193,"about_ca_system_score_codex":0.00061582803,"about_ca_system_score_gemma":0.0008842301,"threshold_uncertainty_score":0.017587066},"labels":[],"label_agreement":null},{"id":"W2231614916","doi":"10.4271/2002-01-0763","title":"A Process for Modeling and Analysis of Prototyped Products and its Application to a Variable Fan Drive","year":2002,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Process (computing); Computer science; Variable (mathematics); Manufacturing engineering; Engineering drawing; Engineering; Operating system; Mathematics","score_opus":0.016271351278666864,"score_gpt":0.24383993352729538,"score_spread":0.22756858224862853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231614916","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044839433,0.000036685,0.99148667,0.00004142617,0.000011418792,0.00018703954,0.00009322036,0.0014938462,0.0021657224],"genre_scores_gemma":[0.13032024,0.0002074329,0.8618762,0.00002727191,0.000011219707,0.00077905937,0.0004684064,0.00035455718,0.0059556253],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991903,0.0001503941,0.000046141293,0.000106544336,0.0004742302,0.000032498094],"domain_scores_gemma":[0.99901307,0.00032979483,0.00008412379,0.0002401985,0.0003184815,0.000014421326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142009,0.0008181862,0.0006638938,0.0008211871,0.00079634856,0.0013336157,0.0012201094,0.0009412993,0.0062239342],"category_scores_gemma":[0.0029383807,0.0007328664,0.0010569722,0.0005619745,0.00073370396,0.001019532,0.00078047236,0.0010371577,0.0018141244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017988512,0.00021333525,0.0010410292,0.00052297936,0.000038771213,0.00049592735,0.00081740704,0.5923017,0.10557969,0.049261454,0.004550866,0.24499695],"study_design_scores_gemma":[0.000036874866,0.00023707436,0.00055519544,0.000058135927,0.000022624912,0.00020231995,0.00006977888,0.9293065,0.038252823,0.006340163,0.024867624,0.000051022216],"about_ca_topic_score_codex":0.0037675232,"about_ca_topic_score_gemma":0.0019114764,"teacher_disagreement_score":0.0062239342,"about_ca_system_score_codex":0.0007915421,"about_ca_system_score_gemma":0.0013831708,"threshold_uncertainty_score":0.020821154},"labels":[],"label_agreement":null},{"id":"W2239555352","doi":"10.1115/fpmc2015-9636","title":"Design and Stability Analysis of a QFT Pressure Controller of a Hydraulic Actuator Using Takagi-Sugeno Fuzzy Model","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Quantitative feedback theory; Controller (irrigation); Parametric statistics; Actuator; Fuzzy logic; Nonlinear system; Stability (learning theory); Fuzzy control system; Hydraulic cylinder; Control engineering; Robust control; Computer science; Mathematics; Control system; Engineering; Control (management)","score_opus":0.06304926424264642,"score_gpt":0.2515969009919032,"score_spread":0.18854763674925676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239555352","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031567745,0.0003175809,0.96467155,0.00008740182,0.00003088369,0.000058569225,0.000022129729,0.00024093833,0.0030032534],"genre_scores_gemma":[0.9575391,0.00023916509,0.04040943,0.000027361519,0.000015635402,0.00015645688,0.000031465293,0.000015362099,0.0015661444],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996768,0.00004829581,0.000021635757,0.00008378085,0.00014071373,0.0000287424],"domain_scores_gemma":[0.99962974,0.00014586738,0.000060970262,0.000022630431,0.00013060875,0.000010184549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060699834,0.00052843126,0.00048844994,0.00032369344,0.00051881134,0.00074681285,0.0005937098,0.0008566758,0.0012139601],"category_scores_gemma":[0.0009263434,0.00030709917,0.0005788957,0.00015827616,0.00058434403,0.00049650855,0.00042272342,0.00053471985,0.00017838369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018330774,0.00004414621,0.0007127821,0.00043126137,0.00007521134,0.000357681,0.00030798293,0.87435615,0.06542755,0.011579917,0.00041236458,0.04611169],"study_design_scores_gemma":[0.00001408677,0.000091944836,0.00031450664,0.000010366616,0.000014021511,0.000036920734,0.000015270321,0.99364626,0.004715839,0.00065837847,0.00047313914,0.00000928958],"about_ca_topic_score_codex":0.005673514,"about_ca_topic_score_gemma":0.0026548353,"teacher_disagreement_score":0.005673514,"about_ca_system_score_codex":0.00048109793,"about_ca_system_score_gemma":0.00091833883,"threshold_uncertainty_score":0.0112810135},"labels":[],"label_agreement":null},{"id":"W2242757684","doi":"10.1115/ajkfluids2015-33220","title":"Operational Parametric Study of a Tesla Pump: Disk Pack Spacing and Rotational Speed","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rotational speed; Volumetric efficiency; Spinning; Axial-flow pump; Parametric statistics; Variable displacement pump; Rotodynamic pump; Progressive cavity pump; Mechanical engineering; Materials science; Automotive engineering; Acoustics; Physics; Reciprocating pump; Engineering; Mathematics","score_opus":0.03577277029548859,"score_gpt":0.24781185210686912,"score_spread":0.21203908181138054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242757684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98746514,0.00019662971,0.011136588,0.00007178515,0.000020693238,0.00003532033,0.00014044454,0.00022888197,0.00070453493],"genre_scores_gemma":[0.9970937,0.00006807587,0.0022968214,0.000008472974,0.000004365966,0.000018908531,0.0000415897,0.000024729174,0.0004434101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991555,0.00010228321,0.000073362215,0.00019398172,0.00031787387,0.00015696674],"domain_scores_gemma":[0.9963064,0.0020058786,0.00043881478,0.00034833254,0.00075004547,0.00015053319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013611913,0.00044903968,0.0006667309,0.00049319136,0.00038983347,0.00068978406,0.000826831,0.0006769171,0.0015545742],"category_scores_gemma":[0.0039873607,0.0003375832,0.0002816208,0.0005029373,0.00077220704,0.0009852449,0.00043354696,0.0003951054,0.00034633893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003226745,0.00039796162,0.013797511,0.0004164638,0.00005073901,0.00042399796,0.0018472242,0.0126560675,0.9195513,0.0012025362,0.0007869506,0.045642473],"study_design_scores_gemma":[0.000102294485,0.0037913017,0.03229636,0.000053224678,0.00010647986,0.0006759529,0.0006312154,0.06315845,0.8940445,0.0003447958,0.0046556997,0.00013963596],"about_ca_topic_score_codex":0.00077295274,"about_ca_topic_score_gemma":0.00039792657,"teacher_disagreement_score":0.0015545742,"about_ca_system_score_codex":0.00035818454,"about_ca_system_score_gemma":0.00051973,"threshold_uncertainty_score":0.007198751},"labels":[],"label_agreement":null},{"id":"W2249621199","doi":"10.4271/2000-01-2594","title":"Condition Monitoring of a Hydraulic Valve Through On-Line Estimation of the Valve Orifice Area Profile","year":2000,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Body orifice; Hydraulic machinery; Line (geometry); Marine engineering; Computer science; Environmental science; Engineering; Mechanical engineering; Mathematics","score_opus":0.018749476240739596,"score_gpt":0.2580194068761009,"score_spread":0.23926993063536134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249621199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61456,0.00033172738,0.3782083,0.00014277094,0.000076108714,0.00009782818,0.00030859382,0.0040604034,0.0022141666],"genre_scores_gemma":[0.9745242,0.000068766116,0.024843663,0.000021727572,0.000013307497,0.000016655707,0.000063358595,0.000024379624,0.00042388838],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997278,0.000043626034,0.00001265731,0.00007301736,0.00012429345,0.000018582805],"domain_scores_gemma":[0.9993156,0.00029481467,0.00013391729,0.00007999839,0.00015310194,0.000022611845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002976785,0.00043180145,0.00046787248,0.00060746074,0.00018441986,0.00048527188,0.00046468276,0.000544234,0.0009809681],"category_scores_gemma":[0.001246964,0.00018808074,0.00014971486,0.00020654868,0.00023404589,0.00059972727,0.0002709422,0.00029017773,0.0002996172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000565552,0.00026131037,0.01870938,0.00027539575,0.000046017634,0.00025512135,0.00036664528,0.017908044,0.61175114,0.00046173847,0.0012625123,0.3481371],"study_design_scores_gemma":[0.00007013165,0.00055896316,0.065884605,0.000033955068,0.00006145121,0.0006939247,0.000100643825,0.54801416,0.38129258,0.0006406081,0.0025774245,0.00007163746],"about_ca_topic_score_codex":0.00097557536,"about_ca_topic_score_gemma":0.0015811335,"teacher_disagreement_score":0.0009809681,"about_ca_system_score_codex":0.0002050673,"about_ca_system_score_gemma":0.00025584464,"threshold_uncertainty_score":0.003281653},"labels":[],"label_agreement":null},{"id":"W2258577786","doi":"10.4271/2002-01-1395","title":"Utilization of Statistical Techniques in a Two Step Parameter Estimation for a Hydraulic Valve","year":2002,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Hydraulic machinery; Estimation theory; Estimation; Engineering; Mechanical engineering; Algorithm; Systems engineering","score_opus":0.02472635088104196,"score_gpt":0.2817572714773369,"score_spread":0.25703092059629495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258577786","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032095185,0.000023431094,0.9962972,0.000019013138,0.000005189512,0.000010376397,0.00001140743,0.0003091762,0.00011473642],"genre_scores_gemma":[0.13940853,0.0001503197,0.85860765,0.000045642588,0.000045626228,0.00022636463,0.00014641359,0.00021631095,0.0011532718],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833715,0.0007850514,0.000079333215,0.0002890509,0.00047089183,0.000038401544],"domain_scores_gemma":[0.9910563,0.0073359986,0.00041657547,0.000633561,0.0005134306,0.00004405643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028787942,0.0008635136,0.00047102463,0.001147671,0.0003649129,0.00073975057,0.0007873932,0.0006076466,0.0017783568],"category_scores_gemma":[0.013760002,0.00048745197,0.0007601847,0.0008236635,0.0008484385,0.0011304516,0.00072962674,0.0011675885,0.0011726421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025749524,0.00019281144,0.003327427,0.00029945353,0.00019869796,0.00012647054,0.0002891868,0.15907674,0.05166017,0.022299716,0.0010133454,0.7612584],"study_design_scores_gemma":[0.00003948974,0.0003133012,0.0029139358,0.00002527324,0.000049999562,0.0002079639,0.000042414336,0.93307155,0.049200688,0.010574214,0.0034606252,0.00010057033],"about_ca_topic_score_codex":0.00084098114,"about_ca_topic_score_gemma":0.0008336977,"teacher_disagreement_score":0.0028787942,"about_ca_system_score_codex":0.00027954762,"about_ca_system_score_gemma":0.0007649325,"threshold_uncertainty_score":0.015224755},"labels":[],"label_agreement":null},{"id":"W2261078532","doi":"10.1115/1.4032554","title":"Generic Modeling and Control of an Open-Circuit Piston Pump—Part II: Control Strategies and Designs","year":2016,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Control theory (sociology); Piston pump; Control engineering; Engineering; Torque; Piston (optics); Controller (irrigation); State-space representation; Pressure control; State space; Computer science; Control (management); Hydraulic pump; Mechanical engineering","score_opus":0.04460740122300145,"score_gpt":0.22497647500694276,"score_spread":0.18036907378394132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261078532","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011795361,0.0005489887,0.96502584,0.00017676226,0.00008061784,0.00016875428,0.00020810013,0.0006917771,0.021303711],"genre_scores_gemma":[0.87332475,0.0017548321,0.10435216,0.00016567654,0.00010726321,0.0007236964,0.000370989,0.00008563913,0.01911499],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997876,0.000037037,0.000015689051,0.000060174236,0.00008013348,0.000019407622],"domain_scores_gemma":[0.9999051,0.000013972243,0.000027352202,0.000019560828,0.000027882847,0.000006212623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024589736,0.0007542116,0.0005087781,0.00038432304,0.00036600258,0.0010929909,0.0011083067,0.000925701,0.0030300438],"category_scores_gemma":[0.00024703564,0.00027570542,0.00062297075,0.00028756575,0.0006844632,0.0010178321,0.0006422701,0.0006516004,0.00074337446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001157831,0.000079000754,0.0005994442,0.00037287697,0.000043165703,0.00024262481,0.00018487836,0.7963177,0.036657795,0.1073577,0.0021939517,0.05583506],"study_design_scores_gemma":[0.0000135445625,0.000111724854,0.00029409147,0.000021661743,0.000018436825,0.000068475514,0.000022328357,0.97855705,0.00458144,0.007398672,0.008894071,0.000018593164],"about_ca_topic_score_codex":0.0019451197,"about_ca_topic_score_gemma":0.0011309582,"teacher_disagreement_score":0.0030300438,"about_ca_system_score_codex":0.00055554137,"about_ca_system_score_gemma":0.00055702706,"threshold_uncertainty_score":0.010136485},"labels":[],"label_agreement":null},{"id":"W2261983082","doi":"10.6084/m9.figshare.1004149.v1","title":"Quantification of cavitation in mechanical heart valves","year":2014,"lang":"en","type":"dataset","venue":"Figshare","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cavitation; Mechanical heart; Marine engineering; Cardiology; Biomedical engineering; Engineering; Medicine; Mechanics; Physics","score_opus":0.03713210919127659,"score_gpt":0.26695485725730733,"score_spread":0.22982274806603076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261983082","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005455446,0.0016449946,0.0010208633,0.0003109457,0.00015685469,0.000055131793,0.98821706,0.0022219755,0.0009166769],"genre_scores_gemma":[0.007699668,0.00033829606,0.0014619144,0.00007778257,0.00003583258,0.000115528775,0.989296,0.000096278476,0.0008786418],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892247,0.00016096339,0.00013688668,0.0003452789,0.00030545777,0.00012899084],"domain_scores_gemma":[0.9980568,0.000767693,0.00021937142,0.0004288294,0.00040406073,0.0001232144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014252653,0.0028902723,0.0020138447,0.0037225788,0.0006794167,0.0017934282,0.0027536834,0.0031631934,0.008741355],"category_scores_gemma":[0.0045583243,0.00063492253,0.002290515,0.0023266366,0.00059419754,0.0007951235,0.0017571411,0.0014672343,0.013626333],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067183806,0.00019260142,0.008981428,0.0045170463,0.00045321576,0.0002756537,0.00005901536,0.006155055,0.0015997651,0.0005246281,0.9463488,0.030221034],"study_design_scores_gemma":[0.0020188075,0.000436353,0.10568519,0.0020174913,0.0011205463,0.0019492548,0.00043254686,0.039165806,0.012695407,0.00692413,0.827177,0.0003774056],"about_ca_topic_score_codex":0.021009168,"about_ca_topic_score_gemma":0.035343535,"teacher_disagreement_score":0.021009168,"about_ca_system_score_codex":0.001134951,"about_ca_system_score_gemma":0.001435215,"threshold_uncertainty_score":0.041773796},"labels":[],"label_agreement":null},{"id":"W2264952219","doi":"10.4271/2010-01-0421","title":"An Energy-Based Proper Model of an Automotive Fuel Delivery System","year":2010,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Automotive industry; Automotive engineering; Computer science; Energy (signal processing); Engineering; Aerospace engineering; Physics","score_opus":0.00965026426841799,"score_gpt":0.21243938933438192,"score_spread":0.20278912506596392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264952219","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1492115,0.00028646033,0.8001289,0.0006798273,0.0000871472,0.00017480367,0.0012585428,0.0010480443,0.047124766],"genre_scores_gemma":[0.9489666,0.00029128903,0.02611603,0.00008447239,0.000018866323,0.00026680648,0.0004943599,0.00013028977,0.023631152],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989784,0.000025876263,0.0000050626527,0.00002240019,0.00003651703,0.000012389213],"domain_scores_gemma":[0.99989545,0.000039612965,0.000016483811,0.0000101720625,0.000030862375,0.000007380239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016862976,0.0004026343,0.00044693224,0.00039943046,0.00042505356,0.000636563,0.00090685335,0.0008955721,0.0051887454],"category_scores_gemma":[0.00039358984,0.00027534526,0.00040853178,0.0003162629,0.00043354408,0.0009636713,0.00044431345,0.00056052004,0.0007735331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026052836,0.000018083552,0.00027511624,0.000022343074,0.000006311356,0.000047986865,0.000035759742,0.9824554,0.002308935,0.011442605,0.00032954247,0.003031809],"study_design_scores_gemma":[0.0000058631,0.00001422525,0.00009357799,0.0000019805736,0.0000037938178,0.0000072798903,0.0000087806375,0.9970842,0.00036749386,0.0015663522,0.0008430044,0.000003477819],"about_ca_topic_score_codex":0.011829062,"about_ca_topic_score_gemma":0.0072806394,"teacher_disagreement_score":0.011829062,"about_ca_system_score_codex":0.0005984922,"about_ca_system_score_gemma":0.00089146046,"threshold_uncertainty_score":0.02352041},"labels":[],"label_agreement":null},{"id":"W2266416691","doi":"10.1115/1.4031768","title":"Comparison of Four Friction Models: Feature Prediction","year":2015,"lang":"en","type":"article","venue":"Journal of Computational and Nonlinear Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Feature (linguistics); Work (physics); Computer science; Range (aeronautics); Engineering; Mechanical engineering","score_opus":0.03642288777415004,"score_gpt":0.2673919981915349,"score_spread":0.23096911041738488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266416691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5825877,0.0016842987,0.40118647,0.00035543495,0.00013469165,0.0002691526,0.00075564865,0.0018117487,0.01121481],"genre_scores_gemma":[0.98037386,0.00023752176,0.018164309,0.000016936421,0.0000073746564,0.00009716975,0.00050678215,0.000053906853,0.0005421642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940956,0.00007316236,0.00004962822,0.00012095276,0.0002713494,0.000075286574],"domain_scores_gemma":[0.9984768,0.00063768536,0.00017083592,0.00031272776,0.00034143907,0.000060495553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011354915,0.00091354287,0.0011448528,0.0013959283,0.00046965695,0.00092892814,0.0013143677,0.0011390054,0.0018375857],"category_scores_gemma":[0.005231722,0.00034334432,0.0010619229,0.00078662107,0.00040230915,0.0015833263,0.00052835926,0.00051738834,0.0004631432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010629736,0.00032700453,0.010012376,0.000608222,0.00009197683,0.00018257652,0.00012586474,0.8681492,0.012313483,0.0057203034,0.0018426514,0.099563435],"study_design_scores_gemma":[0.000023185625,0.00020308277,0.0023184489,0.000028251328,0.000025066938,0.0000448633,0.000030105262,0.9911171,0.0046490342,0.0009362669,0.000597903,0.000026684049],"about_ca_topic_score_codex":0.0035925116,"about_ca_topic_score_gemma":0.0028163574,"teacher_disagreement_score":0.0035925116,"about_ca_system_score_codex":0.00075659866,"about_ca_system_score_gemma":0.0008494395,"threshold_uncertainty_score":0.0071431994},"labels":[],"label_agreement":null},{"id":"W2268129942","doi":"10.1115/1.4032553","title":"Generic Modeling and Control of an Open-Circuit Piston Pump—Part I: Theoretical Model and Analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Swash; Piston pump; Axial piston pump; Control theory (sociology); Piston (optics); Variable displacement pump; Control engineering; Engineering; Computer science; Simulation; Mechanical engineering; Control (management); Hydraulic pump","score_opus":0.023043118071611163,"score_gpt":0.21663633330715096,"score_spread":0.1935932152355398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268129942","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015384665,0.0010763133,0.9487973,0.0003138865,0.000106738196,0.00012160705,0.0003623645,0.0005571324,0.033280004],"genre_scores_gemma":[0.90842694,0.0027622401,0.06276836,0.00020337172,0.00015464358,0.00080832565,0.00061666506,0.0001133746,0.024146108],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975556,0.000034081462,0.000013862574,0.000072655625,0.00009584224,0.000028008591],"domain_scores_gemma":[0.9998802,0.000026378862,0.000031387994,0.000015839132,0.00003923672,0.0000070494298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028347172,0.000923708,0.0007649361,0.00064149254,0.0004984732,0.0014458616,0.0017201328,0.001591466,0.0026767433],"category_scores_gemma":[0.00030098888,0.00036479608,0.0009601461,0.0005482592,0.00087392126,0.0012432946,0.0008651822,0.0009653033,0.00078305474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041261213,0.000052073272,0.00042685217,0.0002755669,0.000029156963,0.00021938642,0.00015654755,0.8782797,0.012577594,0.09002232,0.0013225535,0.01659696],"study_design_scores_gemma":[0.000004690336,0.00003173094,0.00011243127,0.0000095698,0.0000086528935,0.000029972738,0.000013492453,0.9922112,0.00072220695,0.004727348,0.0021198639,0.0000087497165],"about_ca_topic_score_codex":0.0041724825,"about_ca_topic_score_gemma":0.0016473258,"teacher_disagreement_score":0.0041724825,"about_ca_system_score_codex":0.0008437305,"about_ca_system_score_gemma":0.0008059811,"threshold_uncertainty_score":0.008954644},"labels":[],"label_agreement":null},{"id":"W2268571332","doi":"10.4271/2000-01-0833","title":"Kinematic Solution and Force Layout of a Roller Pump with Internal Outlets","year":2000,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kinematics; Mechanical engineering; Internal forces; Computer science; Engineering drawing; Engineering; Structural engineering; Physics; Classical mechanics","score_opus":0.00791485660495908,"score_gpt":0.21110220079444078,"score_spread":0.2031873441894817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268571332","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20218688,0.0001946248,0.7399352,0.0005508312,0.00013106978,0.00020079922,0.00053038384,0.0023241993,0.053946007],"genre_scores_gemma":[0.8750348,0.00027510396,0.09956997,0.0000548194,0.000032930733,0.00013277099,0.00033000385,0.00011034975,0.024459094],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998497,0.00002026824,0.000009010308,0.000034956982,0.000066285276,0.00001970321],"domain_scores_gemma":[0.99988115,0.000032951575,0.000022367985,0.000011777022,0.000040819345,0.000010950562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019896046,0.00043672783,0.00042837992,0.0005660294,0.00066595396,0.0011229252,0.0005399959,0.00076780585,0.014711213],"category_scores_gemma":[0.00040981875,0.00033678385,0.00042482893,0.00024084555,0.0004934274,0.0004861043,0.0003818286,0.00036017914,0.0012426274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030073733,0.00017633618,0.0025386116,0.00026831756,0.0000332433,0.0008870509,0.0005327512,0.7716294,0.07261473,0.06251015,0.0035513618,0.084957376],"study_design_scores_gemma":[0.00004440508,0.00018173676,0.0008822221,0.000014241893,0.000018800698,0.00009446919,0.00015575116,0.9812402,0.00991803,0.0020018832,0.0054281084,0.00002010857],"about_ca_topic_score_codex":0.0043572383,"about_ca_topic_score_gemma":0.0030041332,"teacher_disagreement_score":0.014711213,"about_ca_system_score_codex":0.0005505655,"about_ca_system_score_gemma":0.0010918889,"threshold_uncertainty_score":0.049213886},"labels":[],"label_agreement":null},{"id":"W2271407426","doi":"","title":"16. Efficient Cavitation Detection Technology for Optimizing Hydro Turbine Operation and Maintenance","year":2004,"lang":"en","type":"article","venue":"Tunnelling and Underground Space Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cavitation; Turbine; Vibration; Field (mathematics); Mechanical engineering; Hydraulic turbines; Marine engineering; Engineering; Shock (circulatory); Computer science; Acoustics; Mathematics; Physics","score_opus":0.007240126682155407,"score_gpt":0.2068681449007241,"score_spread":0.1996280182185687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271407426","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30542913,0.004094592,0.6207183,0.001723309,0.0004280305,0.0007546874,0.001729738,0.008703726,0.056418516],"genre_scores_gemma":[0.7155488,0.0010998041,0.22813664,0.00033985544,0.000060178056,0.0003034695,0.00074794405,0.00029637772,0.05346695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951637,0.00002644295,0.000020530844,0.00009638138,0.00029169736,0.00004864034],"domain_scores_gemma":[0.99953115,0.000040282077,0.00009132916,0.00003846214,0.00027151057,0.000027352275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052582636,0.00041964548,0.00036962065,0.000518576,0.00034265537,0.0008415919,0.000719738,0.0007013565,0.004827027],"category_scores_gemma":[0.0005046687,0.00040300892,0.00019975826,0.0005084979,0.00044925354,0.00059137406,0.00023928499,0.0003335833,0.0025692314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009639383,0.000028537937,0.00092162925,0.00020480329,0.0000063212906,0.00009180865,0.000080357,0.002439691,0.9260978,0.0014080831,0.0030135028,0.06561115],"study_design_scores_gemma":[0.000051072726,0.00023285917,0.00933491,0.000045185054,0.00003195504,0.00022611281,0.00004961822,0.019988503,0.92386454,0.0004004146,0.045726832,0.00004795323],"about_ca_topic_score_codex":0.009029884,"about_ca_topic_score_gemma":0.023603909,"teacher_disagreement_score":0.009029884,"about_ca_system_score_codex":0.0021079457,"about_ca_system_score_gemma":0.0011107054,"threshold_uncertainty_score":0.017954648},"labels":[],"label_agreement":null},{"id":"W2273250672","doi":"10.4271/2004-01-0499","title":"Opportunities for P/M in Variable Valve Timing Devices","year":2004,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Variable (mathematics); Computer science; Environmental science; Mathematics","score_opus":0.035053090601318115,"score_gpt":0.2512624802371958,"score_spread":0.21620938963587766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273250672","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08037448,0.011760937,0.3587429,0.004753646,0.0024301321,0.00027220356,0.00053808227,0.0056362767,0.5354913],"genre_scores_gemma":[0.65266347,0.0060060895,0.1951401,0.0013480369,0.0011292244,0.00018273627,0.00069490954,0.0009708147,0.14186461],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927133,0.00011566471,0.000046109315,0.0001021726,0.00034989577,0.00011487936],"domain_scores_gemma":[0.99931014,0.00017956847,0.00007029978,0.00016150276,0.00019815438,0.000080456855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010975851,0.0007119499,0.00029580816,0.0010337363,0.00068123086,0.0014569799,0.0011436702,0.001362016,0.01562875],"category_scores_gemma":[0.0013600334,0.0005371837,0.0005223383,0.00077283237,0.00062985613,0.0028556758,0.0017229469,0.001013897,0.005846002],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063186407,0.0002479098,0.0029024226,0.0009004347,0.000028259801,0.0021416792,0.0007419343,0.0037745896,0.15796457,0.2223552,0.060439702,0.5478714],"study_design_scores_gemma":[0.00007038667,0.0007911451,0.0015362599,0.00015098893,0.000031525793,0.0044583497,0.00018941976,0.005944174,0.12566152,0.025237009,0.83586574,0.00006346667],"about_ca_topic_score_codex":0.00023671536,"about_ca_topic_score_gemma":0.0003241579,"teacher_disagreement_score":0.01562875,"about_ca_system_score_codex":0.00041923643,"about_ca_system_score_gemma":0.00038419134,"threshold_uncertainty_score":0.052283406},"labels":[],"label_agreement":null},{"id":"W2275344011","doi":"10.1115/detc2015-47436","title":"Condition Monitoring of an Electro-Hydrostatic Actuator Using the Dynamic 2nd-Order Smooth Variable Structure Filter","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Control theory (sociology); Robustness (evolution); Actuator; Kalman filter; State variable; Filter (signal processing); Computer science; Subspace topology; Sliding mode control; Mathematics; Nonlinear system; Physics","score_opus":0.015161715765198645,"score_gpt":0.25521806063353364,"score_spread":0.240056344868335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275344011","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07110672,0.0002541537,0.92625,0.0000764798,0.000037239453,0.000029934045,0.00004798964,0.000623601,0.0015739031],"genre_scores_gemma":[0.9242031,0.00019937556,0.07403361,0.000036457943,0.000024381186,0.00004335528,0.00006814775,0.000019451469,0.0013720671],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998017,0.000028087965,0.0000106619045,0.000054329863,0.00009054637,0.000014756808],"domain_scores_gemma":[0.9997662,0.00010336328,0.00003947269,0.00001907017,0.00006371836,0.000008220882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030593638,0.00038911778,0.00046890098,0.00032860966,0.00026530796,0.0003649627,0.00031131995,0.00046343423,0.0006137032],"category_scores_gemma":[0.0008281896,0.00016897323,0.0003019929,0.00019051647,0.0001933158,0.00049142056,0.00024679952,0.0002961022,0.000117206444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006136913,0.000119382676,0.008284504,0.0004577178,0.0001267855,0.00028105878,0.00036867612,0.2931015,0.18235555,0.0052125715,0.0011375631,0.50794095],"study_design_scores_gemma":[0.000019743473,0.00017363878,0.0042958576,0.000014317525,0.000027625663,0.0000874298,0.000021893791,0.97417974,0.018780982,0.00078553666,0.0015889325,0.000024359157],"about_ca_topic_score_codex":0.002736134,"about_ca_topic_score_gemma":0.0027547665,"teacher_disagreement_score":0.002736134,"about_ca_system_score_codex":0.00023534014,"about_ca_system_score_gemma":0.00034195898,"threshold_uncertainty_score":0.0054404736},"labels":[],"label_agreement":null},{"id":"W2276425280","doi":"10.1177/1687814015583249","title":"A throttle-less single-rod hydraulic cylinder positioning system: Design and experimental evaluation","year":2015,"lang":"en","type":"article","venue":"Advances in Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydraulic circuit; Throttle; Hydraulic cylinder; Hydraulic motor; Hydraulic machinery; Electrohydraulic servo valve; Bandwidth throttling; Hydraulic pump; Engineering; Valve actuator; Gear pump; Cylinder; Mechanical engineering; Control theory (sociology); Control valves; Ball valve; Computer science; Gas compressor","score_opus":0.03533356938877243,"score_gpt":0.2641535693109766,"score_spread":0.22881999992220417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276425280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91683584,0.00080256816,0.07356802,0.00018538791,0.00020887102,0.0013821808,0.00059802044,0.0016671075,0.0047519156],"genre_scores_gemma":[0.969385,0.0003164722,0.025727948,0.000038437644,0.00003180827,0.00034572955,0.00024605502,0.000051782336,0.003856774],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991535,0.0000974005,0.00004618661,0.00016848632,0.0004485438,0.00008587191],"domain_scores_gemma":[0.99913317,0.00011615994,0.00012847719,0.000109297136,0.00043419027,0.000078685574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069475855,0.00068727875,0.0006517771,0.0006023978,0.00049313,0.00048191956,0.0013457648,0.00090517994,0.0036187046],"category_scores_gemma":[0.0008004935,0.00025738677,0.0003058244,0.00051276205,0.00050976424,0.0007665192,0.0003669219,0.00037121872,0.00080674444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015637842,0.0015964279,0.0044618268,0.0027932876,0.00010796514,0.00044455996,0.00079332024,0.0097611565,0.86997014,0.001196562,0.0018086837,0.10550231],"study_design_scores_gemma":[0.0006373125,0.024425257,0.02281196,0.000087229455,0.00017377487,0.0007413945,0.00043363142,0.064848006,0.8703951,0.000193905,0.015113986,0.0001384334],"about_ca_topic_score_codex":0.0016737538,"about_ca_topic_score_gemma":0.0012974587,"teacher_disagreement_score":0.0036187046,"about_ca_system_score_codex":0.00058286084,"about_ca_system_score_gemma":0.0009168337,"threshold_uncertainty_score":0.012105823},"labels":[],"label_agreement":null},{"id":"W2276432471","doi":"10.1680/ijpmg.14.00021","title":"Development of a real-time hybrid testing method in a centrifuge","year":2015,"lang":"en","type":"article","venue":"International Journal of Physical Modelling in Geotechnics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"Australian Research Council; Lloyd's Register; Lloyd's Register Foundation","keywords":"Centrifuge; Stiffness; Footprint; Moment (physics); Soil structure interaction; Structural engineering; Engineering; Boundary value problem; Computer science; Geology; Finite element method; Mathematics; Mathematical analysis","score_opus":0.04350837521128082,"score_gpt":0.2881088303173934,"score_spread":0.2446004551061126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276432471","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012797807,0.000035507466,0.9852761,0.000023915367,0.0000323293,0.00005283553,0.000015052955,0.0008147152,0.00095179223],"genre_scores_gemma":[0.2623605,0.000065879125,0.7342799,0.000038337017,0.000019474037,0.0002053357,0.0000601622,0.00013293678,0.0028374647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909115,0.00014078507,0.00004407765,0.0001725328,0.0005095232,0.000041932708],"domain_scores_gemma":[0.9988304,0.00042546255,0.00012938798,0.00020353412,0.00035375607,0.00005749666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008218423,0.0005343711,0.000431827,0.0004965227,0.00019531755,0.00061414903,0.0017261428,0.0008187548,0.002489724],"category_scores_gemma":[0.001534381,0.00036353964,0.00031115615,0.0002756334,0.0005084727,0.00071765145,0.0007006043,0.00044972016,0.0008174548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034749892,0.00016520661,0.0019769496,0.0002624326,0.000051175015,0.00042009255,0.0003834914,0.10137541,0.51422966,0.0102227945,0.0011795493,0.3693857],"study_design_scores_gemma":[0.00004830616,0.0006607359,0.0011260025,0.000027270682,0.000026847662,0.00047096782,0.00007028578,0.8711927,0.114220686,0.0016896612,0.010387288,0.00007924223],"about_ca_topic_score_codex":0.0006654166,"about_ca_topic_score_gemma":0.00060565735,"teacher_disagreement_score":0.002489724,"about_ca_system_score_codex":0.000286389,"about_ca_system_score_gemma":0.00041543756,"threshold_uncertainty_score":0.008328915},"labels":[],"label_agreement":null},{"id":"W2290754823","doi":"","title":"Etude thermo-aeraulique d'une piscine interieure","year":2012,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.01227034635548645,"score_gpt":0.2012220910636074,"score_spread":0.18895174470812093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290754823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5276253,0.0017413344,0.41522342,0.0007708587,0.00028830735,0.00022678047,0.0027524545,0.001666522,0.049705032],"genre_scores_gemma":[0.9351938,0.0011400866,0.04246156,0.00006213593,0.000011987967,0.00017026666,0.0007260264,0.000073823016,0.020160267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997354,0.00001736895,0.000008558527,0.0000660622,0.0001429552,0.000029554089],"domain_scores_gemma":[0.9997967,0.00007702338,0.0000186872,0.000020494868,0.00007648763,0.000010593781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002846851,0.0005866368,0.0005117918,0.00032621645,0.0007780408,0.001559428,0.0007612167,0.0010235567,0.005257719],"category_scores_gemma":[0.0004914356,0.00035098125,0.00080984266,0.0007654064,0.00086901913,0.00089980516,0.0005789795,0.00094557396,0.0008636737],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026609722,0.00005620032,0.012225816,0.000853853,0.00008437456,0.0010008027,0.0008498313,0.64559597,0.2557259,0.012765174,0.0017125629,0.068863414],"study_design_scores_gemma":[0.000053841264,0.0003000932,0.020010758,0.00009490157,0.00008220467,0.00037635487,0.0007268345,0.83134913,0.10429166,0.002672975,0.039906263,0.00013493096],"about_ca_topic_score_codex":0.06343621,"about_ca_topic_score_gemma":0.07698929,"teacher_disagreement_score":0.06343621,"about_ca_system_score_codex":0.0017159113,"about_ca_system_score_gemma":0.0031155443,"threshold_uncertainty_score":0.12613392},"labels":[],"label_agreement":null},{"id":"W2295255565","doi":"10.1299/jsmemovic.2014.12._1d34-1_","title":"1D34 NMPC Approach on Nonlinear Model Reduction Techniques : Application to an ultrasonic motor(The 12th International Conference on Motion and Vibration Control)","year":2014,"lang":"en","type":"article","venue":"The Proceedings of the Symposium on the Motion and Vibration Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Ultrasonic motor; Control theory (sociology); Nonlinear system; Reduction (mathematics); Finite element method; Constant (computer programming); Vibration; Computer science; Nonlinear element; Engineering; Mathematics; Control (management); Physics; Acoustics; Structural engineering; Artificial intelligence","score_opus":0.010684554051719313,"score_gpt":0.2126790994782694,"score_spread":0.2019945454265501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295255565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043100067,0.00022832605,0.9921766,0.000075513846,0.000022881095,0.000017531636,0.000010356526,0.00016201785,0.0029967579],"genre_scores_gemma":[0.55642897,0.001187787,0.43097696,0.00012717328,0.00009342072,0.00022161144,0.00012072326,0.0001415778,0.010701815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982315,0.00004792932,0.000007933374,0.00003155295,0.00007779741,0.000011557114],"domain_scores_gemma":[0.99989295,0.000037893205,0.000013441912,0.000017633205,0.00003429859,0.0000036659867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027884115,0.0005004511,0.00039920284,0.00031558037,0.00028591073,0.00041915115,0.00041087164,0.0003472925,0.0017545593],"category_scores_gemma":[0.0003964393,0.00020374688,0.0004887669,0.00020598149,0.0003961622,0.00032274684,0.00060692517,0.0005883799,0.0004143886],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007772399,0.000060554885,0.0006270402,0.00035292713,0.000058303252,0.00021306498,0.00027335112,0.6767116,0.038895212,0.051615216,0.0019406868,0.22917427],"study_design_scores_gemma":[0.0000032026521,0.00003800649,0.00008219939,0.000006962032,0.000005898972,0.000028188406,0.0000079245,0.9919653,0.0022134038,0.0027710833,0.0028732286,0.000004679154],"about_ca_topic_score_codex":0.0029955436,"about_ca_topic_score_gemma":0.002010434,"teacher_disagreement_score":0.0029955436,"about_ca_system_score_codex":0.0002801669,"about_ca_system_score_gemma":0.0003803623,"threshold_uncertainty_score":0.0059562325},"labels":[],"label_agreement":null},{"id":"W2295500009","doi":"10.3233/jid-2015-0017","title":"Adaptive Neuro-Fuzzy Inference System Models for Force Prediction of a Mechatronic Flexible Structure","year":2016,"lang":"en","type":"article","venue":"Journal of Integrated Design and Process Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Adaptive neuro fuzzy inference system; Computer science; Set (abstract data type); Sampling (signal processing); SIGNAL (programming language); Artificial intelligence; Control theory (sociology); Fuzzy logic; Fuzzy control system","score_opus":0.028545433051530674,"score_gpt":0.24255632695501508,"score_spread":0.2140108939034844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295500009","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21605967,0.000994482,0.77473205,0.00023880588,0.000107976804,0.00011025493,0.00026419538,0.00074989366,0.006742674],"genre_scores_gemma":[0.96723914,0.00023341413,0.029645465,0.000022753931,0.0000118663465,0.00011655374,0.00014300592,0.000014658909,0.002573077],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998018,0.00005607865,0.000015354695,0.00003926175,0.00006389175,0.000023599538],"domain_scores_gemma":[0.99944156,0.00036961157,0.000054480184,0.000022895589,0.00010170069,0.000009748933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005797537,0.0006524334,0.000537356,0.00038181295,0.00031059363,0.00061846693,0.0006189691,0.0008094716,0.001282328],"category_scores_gemma":[0.0016526789,0.0002565112,0.0005559389,0.00030386666,0.00024249581,0.00048245265,0.00031569263,0.0008584841,0.00024961898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043987875,0.000021896734,0.0004003969,0.00003603708,0.00002424656,0.000027598326,0.00003572044,0.9862092,0.0011691205,0.0005426628,0.00009540433,0.011393668],"study_design_scores_gemma":[0.0000015461966,0.000014984073,0.00011849439,0.0000031421293,0.0000036900735,0.000003095906,0.000004532587,0.99932194,0.00030883896,0.00013957285,0.00007833905,0.0000018846513],"about_ca_topic_score_codex":0.016579162,"about_ca_topic_score_gemma":0.012710213,"teacher_disagreement_score":0.016579162,"about_ca_system_score_codex":0.0005643072,"about_ca_system_score_gemma":0.0005873761,"threshold_uncertainty_score":0.032965302},"labels":[],"label_agreement":null},{"id":"W2313681257","doi":"10.1080/14399776.2003.10781170","title":"Hydraulic Bridge for Pressure Control in a P-Q Multiple Line Segment Control Valve","year":2003,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Flow control valve; Body orifice; Pressure control; Control theory (sociology); Control valves; Relief valve; Port (circuit theory); Linearity; Flow coefficient; Engineering; Volumetric flow rate; Mechanics; Mechanical engineering; Computer science; Electronic engineering; Physics; Control (management)","score_opus":0.012142333420292353,"score_gpt":0.24247909823098654,"score_spread":0.23033676481069418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313681257","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11291021,0.0005927119,0.87536484,0.00019967022,0.00031453843,0.00021954073,0.00006415773,0.001994817,0.008339465],"genre_scores_gemma":[0.79307824,0.00028018662,0.19724236,0.00020700134,0.0001617569,0.0002107148,0.00010050087,0.00011649869,0.0086027915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936765,0.00008345537,0.0000431006,0.00012769506,0.00034150342,0.000036545563],"domain_scores_gemma":[0.99950373,0.00016035985,0.00008441213,0.00008868075,0.0001264507,0.000036424157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006953425,0.0003129913,0.0003098755,0.00035771634,0.0003167321,0.000604228,0.0011682048,0.0007061861,0.0032153546],"category_scores_gemma":[0.0009536049,0.00029313157,0.00028734378,0.0002608295,0.0005024485,0.0010779164,0.00052632706,0.0006681844,0.0007763126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002564269,0.00017020621,0.00070423685,0.00039742736,0.000020083606,0.00041526227,0.000229164,0.005093595,0.8383124,0.016343392,0.0022742727,0.13578351],"study_design_scores_gemma":[0.00037195737,0.0039852625,0.004474629,0.00005879209,0.00006318229,0.002523708,0.000053772474,0.23604949,0.6870512,0.005820265,0.059424944,0.0001228596],"about_ca_topic_score_codex":0.00016088004,"about_ca_topic_score_gemma":0.00013030141,"teacher_disagreement_score":0.0032153546,"about_ca_system_score_codex":0.00019777495,"about_ca_system_score_gemma":0.0003117744,"threshold_uncertainty_score":0.010756373},"labels":[],"label_agreement":null},{"id":"W2314895672","doi":"10.1115/imece2010-38691","title":"A Robust Lift Control Technique in Electro-Hydraulic Camless Valves Using System Average Model","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Electrohydraulic servo valve; Lift (data mining); Valve actuator; Control system; Computer science; Hydraulic machinery; Servomotor; Servo; Actuator; Control engineering; Engineering; Ball valve; Mechanical engineering; Control (management)","score_opus":0.013420790781967304,"score_gpt":0.20416719380341808,"score_spread":0.19074640302145077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314895672","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019436216,0.00035345176,0.9779871,0.000053412314,0.00003538664,0.000019912866,0.000018721292,0.0002972014,0.0017984932],"genre_scores_gemma":[0.9608107,0.0002525098,0.03706706,0.000021915064,0.000023921595,0.00006285203,0.000033507753,0.000028967199,0.0016984417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996836,0.000050124967,0.000018920491,0.000082814564,0.00013332893,0.000031120006],"domain_scores_gemma":[0.9998167,0.00006244722,0.000044500157,0.000018926603,0.00004807321,0.000009490329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061008736,0.0005564439,0.0007105434,0.00029609454,0.00035877991,0.0008067137,0.0009850938,0.0005157885,0.00088395673],"category_scores_gemma":[0.00050074956,0.000326692,0.0007450794,0.00028482624,0.00050692045,0.0005961421,0.00058188726,0.00065903936,0.00015661218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014969202,0.00003810692,0.00053205865,0.00027433396,0.00006247464,0.00014557976,0.00016366568,0.87430924,0.04122015,0.013339895,0.0005145151,0.069250315],"study_design_scores_gemma":[0.000005858441,0.000081872415,0.00012130692,0.000004507447,0.000007616621,0.000016645085,0.000003298275,0.99715024,0.0017520592,0.00041756406,0.00043346992,0.0000054442103],"about_ca_topic_score_codex":0.0043484103,"about_ca_topic_score_gemma":0.0020013438,"teacher_disagreement_score":0.0043484103,"about_ca_system_score_codex":0.00040348983,"about_ca_system_score_gemma":0.00056151056,"threshold_uncertainty_score":0.00864619},"labels":[],"label_agreement":null},{"id":"W2314941331","doi":"10.1115/icef2010-35050","title":"A New Valve Lift Control Technique in Electrohydraulic Variable Valve Actuation Systems","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Valve actuator; Electrohydraulic servo valve; Control theory (sociology); Lift (data mining); Actuator; Flow control valve; Control system; Valve timing; Hydraulic machinery; Needle valve; Engineering; Butterfly valve; Computer science; Control engineering; Automotive engineering; Mechanical engineering; Control (management)","score_opus":0.003968561531584804,"score_gpt":0.19471890172336356,"score_spread":0.19075034019177875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314941331","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021879595,0.0014555152,0.97264963,0.00013466732,0.00015644373,0.00004705615,0.000023205945,0.0004789909,0.0031749017],"genre_scores_gemma":[0.8111444,0.0012991658,0.18132588,0.00013747014,0.00018968762,0.00010695724,0.000042209947,0.000033071494,0.005721115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973744,0.000034839242,0.00001810676,0.00004740582,0.00014716237,0.000014961553],"domain_scores_gemma":[0.9998939,0.000035079356,0.000024543533,0.000014069979,0.000026638045,0.0000057737298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023079898,0.0002333825,0.0002448138,0.0002612008,0.0001945158,0.00039415664,0.00054113066,0.00032609643,0.0007100858],"category_scores_gemma":[0.00026684016,0.00017781787,0.00025543492,0.00019102925,0.0003780246,0.00044105944,0.00032128062,0.0004753522,0.00020584484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018062997,0.00007118241,0.00045763166,0.0005788477,0.000038129223,0.0003224879,0.00026327337,0.03847184,0.667887,0.034057714,0.0011599992,0.25651136],"study_design_scores_gemma":[0.000115191295,0.0010822557,0.0020240305,0.00008767196,0.00005371616,0.0008708095,0.00004525658,0.72934043,0.2102892,0.007372988,0.048602544,0.00011584524],"about_ca_topic_score_codex":0.00039140022,"about_ca_topic_score_gemma":0.00036783598,"teacher_disagreement_score":0.0007100858,"about_ca_system_score_codex":0.00017444634,"about_ca_system_score_gemma":0.0002002747,"threshold_uncertainty_score":0.0023755431},"labels":[],"label_agreement":null},{"id":"W2316846166","doi":"10.1504/ijvnv.2015.075169","title":"Numerical modelling of multiphase flow-induced noise and vibration in a poppet valve","year":2015,"lang":"en","type":"article","venue":"International Journal of Vehicle Noise and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Vibration; Noise (video); Mechanics; Flow (mathematics); Transient (computer programming); Turbulence; Multiphase flow; Acoustics; Vortex; Compressibility; Engineering; Physics; Computer science","score_opus":0.038487459699130346,"score_gpt":0.26318693907457413,"score_spread":0.2246994793754438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316846166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8759909,0.00021048704,0.11431578,0.00016759195,0.00006266684,0.00007760137,0.00010740747,0.0002054594,0.00886214],"genre_scores_gemma":[0.9943165,0.000056518875,0.0040672035,0.00000911564,0.0000050066333,0.000028046541,0.000023248718,0.000010742426,0.001483655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986506,0.000037268197,0.0000078384355,0.00001926337,0.000044660464,0.000025846779],"domain_scores_gemma":[0.9996456,0.00020564767,0.00005096417,0.00002096182,0.000045203884,0.00003159691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033540113,0.00037361606,0.000494418,0.00039135804,0.00041203757,0.00070364686,0.00062928884,0.0011396866,0.00092994963],"category_scores_gemma":[0.0009795757,0.00023533522,0.00036015906,0.00028796686,0.00083967636,0.00041801212,0.00053632754,0.00040240792,0.00012700161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045897694,0.000029453346,0.00068272284,0.000020314079,0.000005020009,0.00014943544,0.000047802805,0.99070424,0.0059940857,0.0010590599,0.000040916846,0.0012210634],"study_design_scores_gemma":[0.0000036436727,0.000015666152,0.00014296685,0.0000014858501,9.61869e-7,0.000006001457,0.0000064332835,0.9992887,0.00040666296,0.00007874579,0.000046528166,0.000002168569],"about_ca_topic_score_codex":0.005180322,"about_ca_topic_score_gemma":0.0018716191,"teacher_disagreement_score":0.005180322,"about_ca_system_score_codex":0.0005324878,"about_ca_system_score_gemma":0.0006127648,"threshold_uncertainty_score":0.010300338},"labels":[],"label_agreement":null},{"id":"W2318352630","doi":"10.1115/imece2015-51255","title":"Parameter Identification of LuGre Friction Model: Experimental Set-up Design and Measurement","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Flexibility (engineering); Dynamical friction; Compensation (psychology); Range (aeronautics); Control theory (sociology); Controller (irrigation); Work (physics); Set (abstract data type); Experimental data; Lag; Computer science; Control engineering; Engineering; Mechanical engineering; Control (management); Materials science; Mathematics; Artificial intelligence","score_opus":0.11850779569744954,"score_gpt":0.2642504806647677,"score_spread":0.14574268496731815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318352630","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3310804,0.00038616036,0.66039824,0.00017096619,0.00009864538,0.001652005,0.0008076142,0.0022356997,0.0031702148],"genre_scores_gemma":[0.90656036,0.0002872921,0.08906255,0.000058961632,0.000011396785,0.0018197752,0.00050588633,0.000068832225,0.0016249219],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986236,0.0001652117,0.00012852403,0.00025195672,0.00065443903,0.00017622423],"domain_scores_gemma":[0.9983626,0.00024619215,0.0001852674,0.0006004994,0.00050374784,0.00010161541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021800823,0.0011643776,0.0010333085,0.0008127855,0.0008140699,0.0009425303,0.0020157325,0.0018768017,0.0027624103],"category_scores_gemma":[0.003963339,0.00048700543,0.000469415,0.0005773792,0.0009124433,0.001248006,0.0013891509,0.0008487101,0.0010439517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011519191,0.0019205016,0.0066739568,0.0016914505,0.000058269205,0.0003998585,0.0008306843,0.045217514,0.8479367,0.0043451544,0.0016893991,0.08808464],"study_design_scores_gemma":[0.0002566146,0.004650013,0.012457505,0.00016764307,0.000077444914,0.00043172349,0.000394989,0.17515008,0.7914113,0.001926831,0.012901512,0.00017431223],"about_ca_topic_score_codex":0.0010517135,"about_ca_topic_score_gemma":0.0014504443,"teacher_disagreement_score":0.0027624103,"about_ca_system_score_codex":0.00045297018,"about_ca_system_score_gemma":0.0011124262,"threshold_uncertainty_score":0.011529505},"labels":[],"label_agreement":null},{"id":"W2321787706","doi":"10.2514/6.2002-4609","title":"To Tail or Two Tails? - The Effective Design and Modeling of Yaw Control Devices","year":2002,"lang":"en","type":"article","venue":"AIAA Modeling and Simulation Technologies Conference and Exhibit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Control (management); Computer science; Control theory (sociology); Artificial intelligence","score_opus":0.0515478190789649,"score_gpt":0.258072305478157,"score_spread":0.20652448639919213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321787706","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018784955,0.00085073913,0.9695514,0.00039523127,0.0001482957,0.00002566579,0.00004343319,0.00024353902,0.009956777],"genre_scores_gemma":[0.9083452,0.0018451783,0.070220456,0.00025806105,0.00015476673,0.00010810035,0.00009125336,0.00022311354,0.018753907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998336,0.0000471893,0.0000089512205,0.000029184295,0.00005500817,0.000026042691],"domain_scores_gemma":[0.9998192,0.000051913972,0.000023776473,0.000045231227,0.000044048018,0.000015886226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045200333,0.0005230702,0.0006864036,0.00023866318,0.0003463056,0.0014305626,0.0008620441,0.0009184732,0.0030180127],"category_scores_gemma":[0.0011651126,0.00041217075,0.00058300694,0.00018176543,0.0010688127,0.002488225,0.0010801326,0.00090505276,0.0008141878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006290789,0.000025440415,0.0005132275,0.000079911355,0.000019014127,0.000054930337,0.00009416846,0.8491316,0.0043208487,0.10531012,0.0010448723,0.039343063],"study_design_scores_gemma":[0.0000074115205,0.000030424637,0.00009702081,0.000014225132,0.000007832345,0.000014774161,0.000026636259,0.9713054,0.0014539147,0.023785517,0.0032483728,0.0000084200465],"about_ca_topic_score_codex":0.0010806323,"about_ca_topic_score_gemma":0.0008552167,"teacher_disagreement_score":0.0030180127,"about_ca_system_score_codex":0.00028459905,"about_ca_system_score_gemma":0.00043669099,"threshold_uncertainty_score":0.010096312},"labels":[],"label_agreement":null},{"id":"W2322589336","doi":"10.2514/6.2008-5961","title":"Application of Reduced Order Modelling to Fluid-Structure Interaction Analysis","year":2008,"lang":"en","type":"article","venue":"12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Order (exchange); Fluid–structure interaction; Finite element method; Physics; Thermodynamics","score_opus":0.018621291910381383,"score_gpt":0.24952368857615162,"score_spread":0.23090239666577023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322589336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044657685,0.00032282685,0.9100283,0.00050458155,0.00042133182,0.00017033728,0.00034867978,0.0024105732,0.041135725],"genre_scores_gemma":[0.74682385,0.00063816196,0.19711487,0.000109405366,0.00016089388,0.00017979863,0.0006436264,0.0013323245,0.05299708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994199,0.00014079757,0.000019115123,0.00004335231,0.0003417005,0.000035198816],"domain_scores_gemma":[0.99895656,0.00032267315,0.0000769351,0.00024375656,0.00036615567,0.00003389746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057936815,0.0003623955,0.001044993,0.0007543611,0.0005533155,0.0012358945,0.00094973453,0.0007938887,0.013192531],"category_scores_gemma":[0.0031675748,0.0004401141,0.0007354558,0.00049599126,0.00035148032,0.0009252306,0.00058773736,0.0005696882,0.003769926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007529997,0.000053558775,0.0007907789,0.00019822542,0.00003953759,0.0002476835,0.000120983736,0.8919542,0.011196042,0.023617176,0.005065995,0.06664052],"study_design_scores_gemma":[0.0000059957506,0.000014221689,0.00015721351,0.000005799107,0.000004815397,0.000023260536,0.000008205715,0.9891685,0.0022280475,0.0047690216,0.003609038,0.0000058835967],"about_ca_topic_score_codex":0.0041823057,"about_ca_topic_score_gemma":0.0034894696,"teacher_disagreement_score":0.013192531,"about_ca_system_score_codex":0.00045616936,"about_ca_system_score_gemma":0.0011115998,"threshold_uncertainty_score":0.044133425},"labels":[],"label_agreement":null},{"id":"W2322662644","doi":"10.1177/1754337111408187","title":"Modelling the effect of oar shaft bending during the rowing stroke","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rowing; Rotation (mathematics); Bending; Drive shaft; Stroke (engine); Flexibility (engineering); Structural engineering; Mechanics; Physics; Mechanical engineering; Engineering; Computer science; Mathematics","score_opus":0.0063584919017195705,"score_gpt":0.16901741332514753,"score_spread":0.16265892142342794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322662644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399032,0.00026845097,0.050443098,0.00016710168,0.00003869594,0.000112993774,0.0005008911,0.00036314517,0.008202356],"genre_scores_gemma":[0.99664307,0.00008408677,0.0016527787,0.000014686568,0.000003694751,0.000026731475,0.000072466384,0.000026474827,0.0014760729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998462,0.000030123492,0.000012940443,0.00002605266,0.00004179386,0.000042778036],"domain_scores_gemma":[0.99938,0.00034167265,0.00010079387,0.000054110547,0.00006934666,0.000054121647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027609736,0.0005593227,0.0006186341,0.0003177259,0.00040595903,0.00081926474,0.0007663702,0.0013839047,0.0022351767],"category_scores_gemma":[0.001671448,0.0004412794,0.00061194337,0.00024994975,0.0004697982,0.0005240865,0.0003887283,0.0005907732,0.00046385388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012417832,0.000042992007,0.0024874678,0.00006690821,0.000013537302,0.00023369548,0.000103430124,0.9776874,0.0151697025,0.00033579214,0.00011963963,0.0036152494],"study_design_scores_gemma":[0.000013024735,0.00011135766,0.0024786321,0.000010368213,0.000010821121,0.000045670764,0.000034984812,0.99383247,0.003033105,0.00012082423,0.00029268189,0.000016054408],"about_ca_topic_score_codex":0.016636746,"about_ca_topic_score_gemma":0.00811649,"teacher_disagreement_score":0.016636746,"about_ca_system_score_codex":0.00062512886,"about_ca_system_score_gemma":0.00078990665,"threshold_uncertainty_score":0.033079863},"labels":[],"label_agreement":null},{"id":"W2322968049","doi":"10.2514/6.2005-4843","title":"Computational Study of the Flowfield of an Aircraft Outflow Valve","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Outflow; Aerospace engineering; Marine engineering; Environmental science; Aeronautics; Computer science; Geology; Engineering; Meteorology; Physics","score_opus":0.010349054786496049,"score_gpt":0.2250764748480746,"score_spread":0.21472742006157855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322968049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95680773,0.00023962806,0.021702213,0.0008684706,0.00012231023,0.00006409358,0.00037675528,0.00021442605,0.019604404],"genre_scores_gemma":[0.9955096,0.00004390854,0.0027209474,0.00004995168,0.000023574743,0.000018098857,0.00010102822,0.000027333543,0.0015055294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998623,0.00003603883,0.0000065941767,0.000019209017,0.00003310293,0.00004277595],"domain_scores_gemma":[0.99908245,0.0005701254,0.0000768587,0.00004894894,0.00009589232,0.00012577634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031583896,0.00043480084,0.0009101224,0.0006106409,0.0011175941,0.001407689,0.0009458489,0.0017464212,0.0031907354],"category_scores_gemma":[0.0020765015,0.00044296717,0.0007056285,0.00043261558,0.00183463,0.0006630727,0.00077038637,0.0011298115,0.00019831804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017324045,0.00013120822,0.0021087334,0.00003550745,0.000022558352,0.00029251384,0.000059572656,0.9899775,0.001757163,0.0034706877,0.00047062634,0.0015006395],"study_design_scores_gemma":[0.000021881318,0.000018891607,0.00054561946,0.0000028611692,0.0000030639885,0.000017247934,0.000026261137,0.9986659,0.00026200686,0.00033331837,0.00009729089,0.000005668385],"about_ca_topic_score_codex":0.023305526,"about_ca_topic_score_gemma":0.009989279,"teacher_disagreement_score":0.023305526,"about_ca_system_score_codex":0.0008630682,"about_ca_system_score_gemma":0.0013394661,"threshold_uncertainty_score":0.04633975},"labels":[],"label_agreement":null},{"id":"W2323127907","doi":"10.1080/14399776.2005.10781210","title":"Hydraulic Actuator Leakage Fault Detection using Extended Kalman Filter","year":2005,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Leakage (economics); Extended Kalman filter; Control theory (sociology); Residual; Fault detection and isolation; Hydraulic cylinder; Engineering; Kalman filter; Nonlinear system; Estimator; Computer science; Mechanical engineering; Mathematics; Artificial intelligence; Electrical engineering","score_opus":0.012424031197304607,"score_gpt":0.25229164257635195,"score_spread":0.23986761137904733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323127907","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039226193,0.000281574,0.95850646,0.00007801643,0.00004474274,0.000015855805,0.00003979828,0.0011848616,0.0006225555],"genre_scores_gemma":[0.9132296,0.00030106682,0.085000746,0.00004437404,0.000030780062,0.00003284103,0.00010351887,0.000024013294,0.0012331313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963737,0.00008489832,0.000033986882,0.000072857874,0.0001330276,0.000037916263],"domain_scores_gemma":[0.99921346,0.00038235565,0.00012244204,0.000055957527,0.00020856955,0.000017235006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004589186,0.0003864528,0.00057602866,0.00037342895,0.00015704944,0.00036802262,0.0003101202,0.00058683445,0.00054239354],"category_scores_gemma":[0.0023923772,0.00020794732,0.00024050547,0.0001949843,0.00019055007,0.0007953971,0.0003077252,0.00037706632,0.00020028464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055694865,0.00009583448,0.006096469,0.00029701093,0.00011771485,0.00033632806,0.00019270147,0.47128293,0.055141035,0.002987337,0.0014373959,0.4614583],"study_design_scores_gemma":[0.000023086428,0.00009344468,0.0018591122,0.000012373665,0.000019466544,0.000082599705,0.000012645265,0.98399156,0.012093413,0.0007929606,0.000999845,0.000019440204],"about_ca_topic_score_codex":0.0026599322,"about_ca_topic_score_gemma":0.0015699556,"teacher_disagreement_score":0.0026599322,"about_ca_system_score_codex":0.00025653615,"about_ca_system_score_gemma":0.00035711715,"threshold_uncertainty_score":0.0052888393},"labels":[],"label_agreement":null},{"id":"W2323542640","doi":"10.1061/41000(315)16","title":"Hybrid Simulation of the Gravity Load Collapse of Reinforced Concrete Frames","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"OpenSees; Substructure; Structural engineering; Earthquake shaking table; Frame (networking); Computer science; Nonlinear system; Hybrid system; Computer simulation; Gravity dam; Actuator; Reinforced concrete; Engineering; Finite element method; Simulation","score_opus":0.010708369576650471,"score_gpt":0.22088465895769518,"score_spread":0.2101762893810447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323542640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385428,0.000031645875,0.054987136,0.000040911622,0.000013902192,0.000053569496,0.00016737841,0.0003796462,0.005783037],"genre_scores_gemma":[0.9940825,0.000015618712,0.004811038,0.0000052003793,0.0000013832814,0.000036255766,0.00006016404,0.000015993735,0.0009717103],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984217,0.000037425125,0.000007089572,0.000017474285,0.00006149189,0.000034428653],"domain_scores_gemma":[0.99970466,0.00016347352,0.00003376798,0.000025568535,0.00004471876,0.000027837514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031128078,0.00038182715,0.0003709249,0.00036816276,0.00024596934,0.0004209396,0.00057408755,0.00058068614,0.0021353848],"category_scores_gemma":[0.00057820004,0.00016775171,0.00031935517,0.00023186783,0.0005597368,0.0002581004,0.00058227946,0.00032478123,0.00013442656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007987601,0.000031255233,0.0010315693,0.000015510741,0.00001175861,0.00010491786,0.000068444235,0.98477226,0.009959956,0.0014122684,0.00007272203,0.0024395983],"study_design_scores_gemma":[0.000008318955,0.00003884302,0.00028272418,0.0000013456736,0.000001640402,0.000007669124,0.000010342261,0.99721813,0.0022315427,0.000114582,0.00008095419,0.000003937335],"about_ca_topic_score_codex":0.006832832,"about_ca_topic_score_gemma":0.003924025,"teacher_disagreement_score":0.006832832,"about_ca_system_score_codex":0.0004248674,"about_ca_system_score_gemma":0.0004948838,"threshold_uncertainty_score":0.013586104},"labels":[],"label_agreement":null},{"id":"W2324220608","doi":"10.1115/icef2013-19201","title":"Assessment of Different Cavitation Models in Mixture and Eulerian Framework for Two-Phase Flow in Diesel Injectors","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nozzle; Eulerian path; Cavitation; Mechanics; Turbulence; Computational fluid dynamics; Robustness (evolution); Injector; Flow (mathematics); Materials science; Mechanical engineering; Mathematics; Physics; Applied mathematics; Engineering; Chemistry","score_opus":0.015368969576497245,"score_gpt":0.28727631030865197,"score_spread":0.2719073407321547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324220608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6722895,0.0011182395,0.32250378,0.0001592231,0.00003982966,0.000107640844,0.00009765375,0.0004926334,0.0031914988],"genre_scores_gemma":[0.982712,0.0002777506,0.016268624,0.000008072639,0.000009994688,0.000051559673,0.000058852736,0.000041817657,0.00057139486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962735,0.00011594771,0.000029766481,0.000047903708,0.00013826952,0.00004073293],"domain_scores_gemma":[0.9990158,0.00056244736,0.00013631543,0.000058613718,0.00017731439,0.000049389626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095923455,0.0008990241,0.0008227007,0.000829044,0.00030824108,0.0007828149,0.0009627614,0.0008825963,0.00033987078],"category_scores_gemma":[0.001614567,0.00032727214,0.00094308314,0.00041595488,0.0005489622,0.0009612766,0.00067713164,0.00048216325,0.00009790614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024931555,0.00013047841,0.0046883705,0.0001581046,0.000047347276,0.00015253061,0.0001345254,0.9502182,0.026278367,0.005756242,0.00008476129,0.0121017285],"study_design_scores_gemma":[0.000009783983,0.000063122534,0.00050402695,0.0000046586874,0.000007638326,0.000018398932,0.000010079226,0.99575704,0.003203688,0.00029733166,0.0001113435,0.000012825541],"about_ca_topic_score_codex":0.0046823113,"about_ca_topic_score_gemma":0.0024611964,"teacher_disagreement_score":0.0046823113,"about_ca_system_score_codex":0.0007830018,"about_ca_system_score_gemma":0.00074355694,"threshold_uncertainty_score":0.009310126},"labels":[],"label_agreement":null},{"id":"W2325647521","doi":"10.1115/imece2005-79761","title":"Experimental Simulation of Piston Leakage in an Axial Piston Pump","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Axial piston pump; Radial piston pump; Piston pump; Leakage (economics); Piston (optics); Reciprocating pump; Plunger pump; Mechanical engineering; Variable displacement pump; Discharge pressure; Waveform; Mechanics; Servo; Materials science; Engineering; Acoustics; Electrical engineering; Hydraulic pump; Voltage; Physics; Optics; Gas compressor","score_opus":0.017621302181917622,"score_gpt":0.2672267186615985,"score_spread":0.24960541647968085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325647521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904901,0.00004345068,0.008418248,0.000046679485,0.000022582326,0.000042635795,0.00014172697,0.00018635663,0.00060824974],"genre_scores_gemma":[0.9969764,0.000026489643,0.0026222523,0.00000873999,0.0000023666296,0.000026765367,0.000053771135,0.000008416267,0.00027487235],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993124,0.000113970586,0.00007658501,0.00009349518,0.00030335604,0.00010027901],"domain_scores_gemma":[0.99733114,0.0011901876,0.00027704932,0.00039010233,0.000664251,0.00014732612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007418964,0.00037685895,0.000393636,0.00031009447,0.00039881183,0.00038503486,0.0009289963,0.0007883763,0.0015000956],"category_scores_gemma":[0.0026427675,0.0002362964,0.00027864875,0.000283459,0.00075806846,0.0005490876,0.0006420506,0.0005294101,0.00015492488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045047957,0.0011682668,0.0129355695,0.0010198292,0.00008248568,0.0015960967,0.0013734011,0.13239874,0.8186361,0.0015516657,0.00085989106,0.023873111],"study_design_scores_gemma":[0.00027530678,0.0060594473,0.0093129715,0.000047897705,0.00005825774,0.00042858603,0.00029086083,0.31590033,0.6654444,0.0003202734,0.00179188,0.00006976164],"about_ca_topic_score_codex":0.00071430876,"about_ca_topic_score_gemma":0.0005063248,"teacher_disagreement_score":0.0015000956,"about_ca_system_score_codex":0.00036815047,"about_ca_system_score_gemma":0.00031867024,"threshold_uncertainty_score":0.0050183535},"labels":[],"label_agreement":null},{"id":"W2326550094","doi":"10.1115/imece2004-59194","title":"Parameter Identification for a High Performance Hydrostatic Actuation System Using the Variable Structure Filter Concept","year":2004,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Reliability (semiconductor); Reliability engineering; Variable (mathematics); Identification (biology); Aerospace; Filter (signal processing); Control theory (sociology); Condition monitoring; Computer science; Condition-based maintenance; Engineering; State variable; Control engineering; Hydrostatic equilibrium; Control (management); Mathematics; Artificial intelligence; Aerospace engineering","score_opus":0.013147101651729933,"score_gpt":0.21258162670558636,"score_spread":0.19943452505385642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326550094","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066118184,0.00016338941,0.99248064,0.000053394422,0.000015129976,0.000016139647,0.000010589405,0.00010775688,0.00054114085],"genre_scores_gemma":[0.72533906,0.00075707573,0.26970494,0.000089476045,0.000082144645,0.0001684557,0.000103142476,0.00003915269,0.0037165321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998273,0.00003753287,0.000010500861,0.000042872387,0.00006998261,0.00001187943],"domain_scores_gemma":[0.99969506,0.00017932612,0.000049847004,0.00001741582,0.000052176772,0.000006184724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043709666,0.00049365486,0.00035713284,0.00023815174,0.00024248564,0.000519214,0.0003299866,0.00063598057,0.0011694233],"category_scores_gemma":[0.0008517826,0.00016084324,0.0003530971,0.00020306825,0.00039726705,0.000666479,0.00022957039,0.0006244114,0.00030763217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002580486,0.0000816908,0.0012635511,0.00053812115,0.00010864661,0.00022558846,0.00035320947,0.45168412,0.1632549,0.04486654,0.0013801557,0.33598545],"study_design_scores_gemma":[0.000020159549,0.00017356049,0.00051398686,0.000014840823,0.000016952907,0.000074683965,0.000013450571,0.98337317,0.009765936,0.0033236288,0.002692083,0.000017493034],"about_ca_topic_score_codex":0.0018469134,"about_ca_topic_score_gemma":0.0014320196,"teacher_disagreement_score":0.0018469134,"about_ca_system_score_codex":0.00029330124,"about_ca_system_score_gemma":0.00046769058,"threshold_uncertainty_score":0.0039120913},"labels":[],"label_agreement":null},{"id":"W2329638523","doi":"10.1115/imece2015-52874","title":"Non-Linear Damping Identification in Nuclear Systems Under External Excitation","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vibration; Excitation; Structural engineering; Damping ratio; Coolant; Materials science; Engineering; Mechanical engineering; Acoustics; Physics","score_opus":0.037278651713386936,"score_gpt":0.25542318748488657,"score_spread":0.21814453577149964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329638523","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64163315,0.00015206852,0.35593572,0.000049106977,0.000009512897,0.000048632624,0.000031737338,0.00032004248,0.0018200747],"genre_scores_gemma":[0.9928468,0.000046958277,0.0064019696,0.000003826602,0.0000017052106,0.00002185596,0.000017755796,0.000011467479,0.0006476057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998447,0.00005027975,0.000005898905,0.00002921709,0.00005455494,0.000015424012],"domain_scores_gemma":[0.9996474,0.00024070403,0.000052999094,0.00002131146,0.00002977497,0.000007811225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267976,0.0003357031,0.0002728007,0.00027059574,0.00014866005,0.00029886715,0.00020649018,0.0003567959,0.0005825268],"category_scores_gemma":[0.0008553356,0.00016642301,0.00018867671,0.000112784575,0.00044190203,0.000300236,0.00032177658,0.00024697394,0.00012474516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027968865,0.00011498537,0.006155079,0.0003787581,0.00006255302,0.000581745,0.0010715828,0.6387371,0.28445715,0.0031119492,0.00017865402,0.064870745],"study_design_scores_gemma":[0.0000058914998,0.00008377571,0.0027593689,0.0000075157714,0.0000050303793,0.000054841104,0.00005371677,0.9830656,0.013260131,0.000472869,0.0002236076,0.000007559426],"about_ca_topic_score_codex":0.0008314997,"about_ca_topic_score_gemma":0.0007987155,"teacher_disagreement_score":0.0008314997,"about_ca_system_score_codex":0.000112334106,"about_ca_system_score_gemma":0.00011105115,"threshold_uncertainty_score":0.0019487143},"labels":[],"label_agreement":null},{"id":"W2330755182","doi":"10.1115/fpmc2013-4447","title":"Position Tracking of a Pneumatic Actuator Using Backstepping-Sliding Mode Control With Adaptive Friction Observer","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Ministry of Higher Education, Malaysia; Natural Sciences and Engineering Research Council of Canada; Universiti Tun Hussein Onn Malaysia","keywords":"Control theory (sociology); Backstepping; Observer (physics); Actuator; Pneumatic actuator; State observer; Controller (irrigation); Sliding mode control; Pneumatic cylinder; Servomechanism; Tracking (education); Position (finance); Control engineering; Computer science; Adaptive control; Engineering; Cylinder; Nonlinear system; Artificial intelligence; Control (management); Physics; Mechanical engineering","score_opus":0.019719148174061903,"score_gpt":0.20953750024273426,"score_spread":0.18981835206867237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330755182","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03509691,0.00032226797,0.9623738,0.000051138188,0.000076800534,0.000031637475,0.000011244556,0.00046662157,0.0015696584],"genre_scores_gemma":[0.9270006,0.00023410865,0.0701873,0.000036952028,0.000028972769,0.000048332524,0.0000360864,0.00001557959,0.0024121376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997701,0.000029112836,0.000016424787,0.00005236169,0.00011266719,0.000019347664],"domain_scores_gemma":[0.9997811,0.000059123704,0.00004061715,0.000031376207,0.0000749605,0.000012792642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003275,0.00041744843,0.00041234816,0.00019043419,0.00020258575,0.00037149005,0.0006253616,0.00046139205,0.00063241256],"category_scores_gemma":[0.0005832106,0.0001566522,0.00031964027,0.00019251693,0.00030146388,0.00036515636,0.000345815,0.00047355448,0.00016524245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054827705,0.00013729089,0.0019899833,0.00065787224,0.0001323943,0.00045185865,0.0003297806,0.34245762,0.33902228,0.007927445,0.0011853406,0.30515978],"study_design_scores_gemma":[0.000031908352,0.0003068703,0.0007537042,0.000011358539,0.000021799713,0.00008617342,0.000011240799,0.9793921,0.016881457,0.00042668518,0.002063719,0.000012978257],"about_ca_topic_score_codex":0.0023196596,"about_ca_topic_score_gemma":0.0019943623,"teacher_disagreement_score":0.0023196596,"about_ca_system_score_codex":0.00019619199,"about_ca_system_score_gemma":0.00040449554,"threshold_uncertainty_score":0.004612267},"labels":[],"label_agreement":null},{"id":"W2331410603","doi":"10.1061/9780784412367.189","title":"Dynamic Behaviour and Performance Evaluation of Tuned Liquid Dampers (TLDs) Using Real-Time Hybrid Simulation","year":2012,"lang":"en","type":"article","venue":"Structures Congress 2012","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermoluminescent dosimeter; Computer science; Damper; Simulation; MATLAB; Dynamic simulation; Automotive engineering; Structural engineering; Engineering; Physics","score_opus":0.020245868985154385,"score_gpt":0.28111817947062384,"score_spread":0.26087231048546944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331410603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439273,0.00012444543,0.05033253,0.00008889796,0.000018498042,0.0000434005,0.00014848924,0.00046451774,0.004851919],"genre_scores_gemma":[0.99635077,0.000022717612,0.003077264,0.0000064876967,8.253366e-7,0.000019366227,0.000036136462,0.000011606363,0.00047479494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997501,0.00007221346,0.00001780238,0.00003127038,0.00009135543,0.000037244874],"domain_scores_gemma":[0.99910116,0.0005474922,0.00009010978,0.00007240663,0.00015263598,0.000036120287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614287,0.0004198674,0.0004747409,0.0004855671,0.00023086084,0.00059717253,0.0005013628,0.0006668434,0.0016007731],"category_scores_gemma":[0.001182063,0.00021598938,0.00036323842,0.0002579405,0.00042436487,0.00044563285,0.00032784895,0.00027483987,0.00019549027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034750122,0.00006654097,0.0019845264,0.00007355903,0.00002755671,0.00006730422,0.00011759409,0.96819246,0.020684395,0.0005435997,0.00013306247,0.0077619283],"study_design_scores_gemma":[0.000018606303,0.00015977096,0.00057216623,0.0000041497988,0.0000075094217,0.000011147563,0.000026679561,0.9929692,0.005944497,0.00007141638,0.00020577837,0.000009155998],"about_ca_topic_score_codex":0.004429869,"about_ca_topic_score_gemma":0.0023323637,"teacher_disagreement_score":0.004429869,"about_ca_system_score_codex":0.00044448732,"about_ca_system_score_gemma":0.00031485702,"threshold_uncertainty_score":0.008808196},"labels":[],"label_agreement":null},{"id":"W2331674144","doi":"10.1061/9780784412848.170","title":"A Practical Approach to the Phase and Amplitude Error Estimation for Pseudodynamic (PSD) Testing","year":2013,"lang":"en","type":"article","venue":"Structures Congress 2013","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Actuator; Computer science; Overshoot (microwave communication); Control theory (sociology); Phase (matter); Amplitude; Observational error; Tracking error; Control (management); Mathematics; Artificial intelligence; Statistics; Physics","score_opus":0.0390298074534304,"score_gpt":0.30684187987435546,"score_spread":0.2678120724209251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331674144","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076016056,0.00003300162,0.99793243,0.000049017344,0.000034419205,0.00006289907,0.000015312371,0.00031234807,0.000800369],"genre_scores_gemma":[0.11718176,0.00026477364,0.8792928,0.0001560034,0.000066344204,0.00042748256,0.00008356179,0.00018631852,0.0023409817],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9939434,0.0013939429,0.00040405084,0.0008103494,0.0033081588,0.00014007678],"domain_scores_gemma":[0.9923333,0.0032927438,0.0008621757,0.0014683652,0.0019243329,0.000119217686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032783942,0.0016438147,0.0009060429,0.0017137489,0.0006610051,0.0024843083,0.0018703982,0.0016494949,0.004691828],"category_scores_gemma":[0.018182395,0.00054419844,0.000522365,0.0010735353,0.0022679716,0.0023378434,0.002233388,0.0024125355,0.0017779794],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034424954,0.00033497246,0.0026086362,0.001178378,0.00007314782,0.00045346026,0.00065416325,0.04164091,0.20587456,0.115944155,0.0038258836,0.62706745],"study_design_scores_gemma":[0.00008426769,0.0013998856,0.003131785,0.0002945574,0.0000641957,0.0023530694,0.00031052594,0.60481673,0.28817832,0.05594186,0.043169726,0.00025503733],"about_ca_topic_score_codex":0.00054576254,"about_ca_topic_score_gemma":0.0006203159,"teacher_disagreement_score":0.004691828,"about_ca_system_score_codex":0.00070299767,"about_ca_system_score_gemma":0.0013124183,"threshold_uncertainty_score":0.017337978},"labels":[],"label_agreement":null},{"id":"W2332452442","doi":"10.1007/bf03226651","title":"Der neue Rotax-Motor R-1503 für SEA-DOO-Aufsitzboote","year":2002,"lang":"de","type":"article","venue":"MTZ - Motortechnische Zeitschrift","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Political science","score_opus":0.017365775820460175,"score_gpt":0.22949401445797973,"score_spread":0.21212823863751956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332452442","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06914672,0.013764606,0.52315754,0.004908614,0.009289355,0.0012405104,0.0047569405,0.027194684,0.34654105],"genre_scores_gemma":[0.2911342,0.008343338,0.2058124,0.002521108,0.0009902144,0.001309245,0.0044098115,0.0031906797,0.48228908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983676,0.00015512615,0.000081808284,0.0004683294,0.0007159429,0.00021125261],"domain_scores_gemma":[0.9995295,0.00004989148,0.000054194203,0.00008449099,0.00020902706,0.00007293031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012756159,0.0021868756,0.00097144186,0.0014769519,0.0013092047,0.0014355842,0.0013540573,0.0019535301,0.03681897],"category_scores_gemma":[0.00091576646,0.00074768905,0.00079303654,0.0010282143,0.0011039028,0.0017030314,0.0021802657,0.0021084836,0.037590638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008524285,0.00013576493,0.0028488727,0.0010385894,0.0000706651,0.0006133132,0.00047376315,0.004473822,0.22240344,0.033759277,0.06925716,0.6640729],"study_design_scores_gemma":[0.00013705743,0.0006049801,0.00369271,0.00014536036,0.000051500603,0.0012900089,0.000071232396,0.00415301,0.06359473,0.0031555889,0.9230017,0.000102147955],"about_ca_topic_score_codex":0.0035389857,"about_ca_topic_score_gemma":0.0040488006,"teacher_disagreement_score":0.03681897,"about_ca_system_score_codex":0.0015512715,"about_ca_system_score_gemma":0.002061825,"threshold_uncertainty_score":0.12317175},"labels":[],"label_agreement":null},{"id":"W2332496663","doi":"10.1115/ipc2002-27282","title":"Rotating Machinery Acoustics: A Complete Coupling Contributes to the Impeller Fatigue Failure","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Impeller; Coupling (piping); Turbo; Vibration; Gas compressor; Computer science; Acoustics; Process (computing); Engineering; Mechanical engineering; Physics; Automotive engineering","score_opus":0.03929149590405371,"score_gpt":0.2460807420145555,"score_spread":0.20678924611050178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332496663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77484584,0.00095536467,0.20696744,0.00034721472,0.00007102888,0.00006861538,0.000103217084,0.00083112007,0.015810134],"genre_scores_gemma":[0.9908591,0.00029122463,0.0056758025,0.000037790465,0.000049053502,0.000013555639,0.000058901715,0.000044599536,0.0029699898],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996582,0.000034101715,0.000013744019,0.000049080998,0.00019096564,0.000053996875],"domain_scores_gemma":[0.99922585,0.00023330629,0.0001638015,0.000094964,0.0002047185,0.000077289165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003328444,0.0009344113,0.00072206353,0.0008505698,0.0004716905,0.0005958524,0.0005459998,0.0012784913,0.0036784161],"category_scores_gemma":[0.001150683,0.0004133372,0.00045692505,0.0004416578,0.0007679573,0.00090343395,0.00072803133,0.0005407046,0.00090359914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00120547,0.0002588698,0.05108347,0.0008170261,0.00013918057,0.007405008,0.0012600224,0.20451204,0.45229086,0.022946835,0.0026169694,0.2554643],"study_design_scores_gemma":[0.0000924572,0.0019000473,0.13401392,0.000109181565,0.00030856155,0.009263465,0.00052561966,0.7245004,0.097133,0.020603595,0.011329817,0.00021986423],"about_ca_topic_score_codex":0.0013855828,"about_ca_topic_score_gemma":0.0010432111,"teacher_disagreement_score":0.0036784161,"about_ca_system_score_codex":0.00024985397,"about_ca_system_score_gemma":0.00023825916,"threshold_uncertainty_score":0.012305498},"labels":[],"label_agreement":null},{"id":"W2333943581","doi":"10.1021/ie4043938","title":"Safe-Parking of a Hydrogen Production Unit","year":2014,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Production (economics); Hydrogen production; Hydrogen; Unit (ring theory); Environmental science; Computer science; Process engineering; Chemistry; Engineering; Mathematics; Organic chemistry; Economics","score_opus":0.09429227394767313,"score_gpt":0.29874170060669397,"score_spread":0.20444942665902083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333943581","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4321462,0.00029064028,0.5551037,0.00037649757,0.00013885327,0.00018117708,0.00014796312,0.0011820935,0.010432852],"genre_scores_gemma":[0.9905963,0.000027251526,0.007903918,0.00001547841,0.0000048487345,0.000022368466,0.000023113364,0.000011042506,0.001395742],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997216,0.00006869019,0.0000116711235,0.000057859434,0.00007334444,0.00006682993],"domain_scores_gemma":[0.9997284,0.00008555892,0.000040654886,0.000033215423,0.000058531255,0.000053658972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040756125,0.00051514735,0.0006249743,0.00030118265,0.0008553324,0.0008531595,0.0008605374,0.0010299084,0.0032868423],"category_scores_gemma":[0.0007822362,0.00034980822,0.00043091536,0.00015921812,0.00084833696,0.0008346837,0.0011112526,0.0006007763,0.00038282038],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003885195,0.000054461852,0.001044358,0.000108602115,0.000020945576,0.00088023813,0.00017303666,0.95941824,0.012014409,0.00814137,0.00052130606,0.017234547],"study_design_scores_gemma":[0.000021637412,0.00019501122,0.00019689622,0.000006892023,0.00000843868,0.000073568066,0.000047791968,0.9917046,0.0046910387,0.0023439038,0.00070030475,0.000010029422],"about_ca_topic_score_codex":0.0036145616,"about_ca_topic_score_gemma":0.0014772818,"teacher_disagreement_score":0.0036145616,"about_ca_system_score_codex":0.0004886916,"about_ca_system_score_gemma":0.0013107636,"threshold_uncertainty_score":0.010995567},"labels":[],"label_agreement":null},{"id":"W2334944185","doi":"10.1115/ipc2002-27278","title":"Dynamic Simulation as a Tool for Optimizing Pressure Control Valve Performance","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Control valves; Pipeline (software); Engineering; Piping; Flow control valve; Actuator; Process (computing); Range (aeronautics); Flow control (data); Dynamic simulation; Pressure control; Suction; Control theory (sociology); Simulation; Marine engineering; Computer science; Mechanical engineering; Control (management); Electrical engineering","score_opus":0.019500677584601903,"score_gpt":0.24751364507643153,"score_spread":0.22801296749182964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334944185","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15165377,0.00024327055,0.81048876,0.00021663237,0.0000749345,0.00045637577,0.0017469904,0.00749617,0.027623175],"genre_scores_gemma":[0.64232534,0.00036194993,0.3499706,0.000052708598,0.000011325188,0.0011358536,0.0010802656,0.0008580073,0.0042038513],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996692,0.00009033273,0.000023360253,0.000036828555,0.00014386095,0.000036401987],"domain_scores_gemma":[0.9989305,0.00073402515,0.00006225546,0.00007217622,0.00017744167,0.000023606422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000963389,0.00092859275,0.0006740364,0.00087493483,0.000416792,0.0008840254,0.0008307046,0.0006698517,0.0056820344],"category_scores_gemma":[0.0019916052,0.00068844436,0.0005467229,0.0007421814,0.00026147935,0.000569242,0.00050274964,0.0007672595,0.0004997534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006931604,0.00009613929,0.0009429368,0.00012257682,0.000026177779,0.000041103536,0.0000800194,0.9674357,0.008791498,0.003062005,0.000868368,0.018464096],"study_design_scores_gemma":[0.000016827926,0.00004301056,0.0001758103,0.000009905994,0.000008592076,0.000009054881,0.000013629956,0.992427,0.0050391443,0.00040548123,0.0018424005,0.000009286051],"about_ca_topic_score_codex":0.005596378,"about_ca_topic_score_gemma":0.0054818764,"teacher_disagreement_score":0.0056820344,"about_ca_system_score_codex":0.0007326238,"about_ca_system_score_gemma":0.0011468704,"threshold_uncertainty_score":0.019008279},"labels":[],"label_agreement":null},{"id":"W2335406383","doi":"10.1061/41130(369)312","title":"Phase and Amplitude Error Indices (PAEI) to Assess the Success of Displacement Based Real-Time Testing","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Amplitude; Displacement (psychology); Invariant (physics); Algorithm; Phase (matter); Control theory (sociology); Mathematics; Control (management); Artificial intelligence","score_opus":0.027580719575172358,"score_gpt":0.2960817056311092,"score_spread":0.26850098605593686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335406383","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09743179,0.0011696348,0.8908884,0.00010194912,0.00023158136,0.00028963108,0.0004789912,0.0016318954,0.0077761845],"genre_scores_gemma":[0.6251003,0.0005258706,0.36983755,0.00009442198,0.000106215964,0.0003571811,0.0007238321,0.000383123,0.002871464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99075437,0.0020266925,0.0013414617,0.00066762156,0.0049596447,0.00025021503],"domain_scores_gemma":[0.941346,0.034792557,0.0073762047,0.006051799,0.009991661,0.00044174513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00891512,0.0014852965,0.00087807,0.006127888,0.00035737053,0.0013041918,0.0014248183,0.0014424942,0.0025560474],"category_scores_gemma":[0.045720924,0.00029497175,0.000490068,0.0029218434,0.0010711311,0.0031195693,0.0013783894,0.001072603,0.0011917391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012198557,0.00084185094,0.069299646,0.0011604122,0.00034953584,0.00042057777,0.0007931494,0.13501182,0.07750208,0.01691177,0.0029106564,0.69357866],"study_design_scores_gemma":[0.00011525898,0.0023397978,0.08271583,0.00027697117,0.0002348858,0.0025374128,0.0004929424,0.6635225,0.22834934,0.008617081,0.010327803,0.00047019674],"about_ca_topic_score_codex":0.00045173286,"about_ca_topic_score_gemma":0.0005539303,"teacher_disagreement_score":0.00891512,"about_ca_system_score_codex":0.00035164205,"about_ca_system_score_gemma":0.00040522346,"threshold_uncertainty_score":0.047148287},"labels":[],"label_agreement":null},{"id":"W2335458779","doi":"10.1109/tcst.2016.2517568","title":"Position Control of an Electrohydrostatic Actuator With Tolerance to Internal Leakage","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Control theory (sociology); Actuator; Leakage (economics); Hydraulic cylinder; Parametric statistics; Controller (irrigation); Position tracking; Robust control; Internal model; Engineering; Position (finance); Control engineering; Computer science; Control system; Mechanical engineering; Mathematics; Control (management); Artificial intelligence","score_opus":0.0031402229461354614,"score_gpt":0.18985992114964542,"score_spread":0.18671969820350995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335458779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7695474,0.0004064973,0.2263826,0.00011779952,0.00012064908,0.00010187721,0.000067065186,0.00080886873,0.0024472843],"genre_scores_gemma":[0.9890872,0.0000413865,0.010222559,0.0000138972755,0.000004696008,0.000023040415,0.000013004719,0.0000041573194,0.00059005996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981564,0.00001583589,0.000016577427,0.000037391666,0.00009053415,0.000024034229],"domain_scores_gemma":[0.9997174,0.000050967832,0.000091509486,0.000037469523,0.00008531493,0.00001731152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122386,0.0003218358,0.00023648686,0.00015557863,0.00022627984,0.0003065647,0.0006609704,0.0003194167,0.0004847257],"category_scores_gemma":[0.0004169668,0.00013002612,0.00012335317,0.00008725377,0.00027658476,0.00029190502,0.00033418142,0.00020711013,0.00007677402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038566114,0.000059055048,0.0006041357,0.00024462838,0.000014406831,0.00023937762,0.00012279359,0.020458601,0.9400037,0.00062750233,0.00018026402,0.03705976],"study_design_scores_gemma":[0.00010620539,0.0020870136,0.0047028954,0.00002345896,0.00003801013,0.00037225088,0.000071735485,0.24213345,0.7454888,0.00025757198,0.004676798,0.00004170366],"about_ca_topic_score_codex":0.00069552404,"about_ca_topic_score_gemma":0.00073861715,"teacher_disagreement_score":0.00069552404,"about_ca_system_score_codex":0.00015859978,"about_ca_system_score_gemma":0.0002631633,"threshold_uncertainty_score":0.001621604},"labels":[],"label_agreement":null},{"id":"W2345232154","doi":"10.14288/1.0073497","title":"Calibration of a mixing model for sublevel caving","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Calibration; Mixing (physics); Environmental science; Geology; Mathematics; Physics; Statistics","score_opus":0.012158691467729367,"score_gpt":0.1610051027056238,"score_spread":0.14884641123789444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345232154","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4029532,0.00015779665,0.5895099,0.00021329068,0.000065030814,0.0001808844,0.00078109355,0.0015410831,0.004597638],"genre_scores_gemma":[0.9388509,0.00007717938,0.0578694,0.000036521717,0.000008791331,0.00013378965,0.00080115336,0.00012516904,0.0020970658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954396,0.00009250477,0.000031348132,0.0001715134,0.00009792055,0.0000627104],"domain_scores_gemma":[0.9987954,0.0006629143,0.00012906191,0.000107160195,0.00025771835,0.00004770994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010851067,0.0005820065,0.0005753323,0.0006269846,0.00041235844,0.0011146814,0.0012001684,0.0013869784,0.0015058911],"category_scores_gemma":[0.0031019358,0.00048724716,0.0008315068,0.00064137176,0.0004214172,0.0008744276,0.00070931646,0.0011904031,0.000550392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045636607,0.000033077227,0.003051456,0.000022502094,0.000012454124,0.00002657313,0.000031788863,0.9850114,0.0024308916,0.0006267989,0.00018138705,0.008526106],"study_design_scores_gemma":[0.0000043436803,0.000009867892,0.0005539925,0.0000024429012,0.000002509388,0.0000047687804,0.0000056326135,0.99819535,0.00078294595,0.00021825657,0.00021411413,0.000005739906],"about_ca_topic_score_codex":0.012026983,"about_ca_topic_score_gemma":0.005674663,"teacher_disagreement_score":0.012026983,"about_ca_system_score_codex":0.0009467297,"about_ca_system_score_gemma":0.0008838544,"threshold_uncertainty_score":0.02391398},"labels":[],"label_agreement":null},{"id":"W2353422443","doi":"","title":"Applications of the Laval Nozzle in Baosteel 2RH Steam-injection Pump","year":2004,"lang":"en","type":"article","venue":"Baosteel Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Inlet; Core (optical fiber); Engineering; Mechanical engineering; Steam injection; Corrosion; Petroleum engineering; Nuclear engineering; Materials science; Waste management; Metallurgy; Composite material","score_opus":0.004638780339730996,"score_gpt":0.19896549132341781,"score_spread":0.1943267109836868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353422443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71734804,0.008917855,0.21943234,0.000560894,0.00039340122,0.00024440294,0.00018999845,0.0021726324,0.050740466],"genre_scores_gemma":[0.9690879,0.00095291814,0.025568465,0.00003102564,0.000035449764,0.000016279164,0.000045944755,0.000027775368,0.0042342064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994697,0.000082365426,0.000031875883,0.00005647886,0.00030737568,0.000052114938],"domain_scores_gemma":[0.9998134,0.0000500306,0.00002563842,0.000019917012,0.0000699829,0.00002116662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405457,0.00015500557,0.00027564022,0.00044101785,0.0002900632,0.0006038593,0.00043453026,0.00051891594,0.0022915406],"category_scores_gemma":[0.0005843118,0.00014431916,0.00030389623,0.00036614545,0.00033846308,0.00046820016,0.000444438,0.00024806472,0.0006218437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006504098,0.00013100708,0.0069376375,0.0007190789,0.000035440033,0.0015805312,0.0005332835,0.007587306,0.78970295,0.011370761,0.0016239331,0.17912763],"study_design_scores_gemma":[0.00013899876,0.002044708,0.023057643,0.00012264457,0.00009017794,0.008053417,0.00022226243,0.044709653,0.81443214,0.0020067715,0.104953974,0.00016757085],"about_ca_topic_score_codex":0.0007787395,"about_ca_topic_score_gemma":0.00049913,"teacher_disagreement_score":0.0022915406,"about_ca_system_score_codex":0.0003445292,"about_ca_system_score_gemma":0.00027366192,"threshold_uncertainty_score":0.007665932},"labels":[],"label_agreement":null},{"id":"W2358722882","doi":"","title":"Application of Venturi and LAVAL Pipe in Pneumatic Conveying System","year":2003,"lang":"en","type":"article","venue":"Sulphur Phosphorus & Bulk Materials Handling Related Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Venturi effect; Mechanical engineering; Engineering; Flow (mathematics); Mechanics; Control theory (sociology); Computer science; Inlet; Physics","score_opus":0.003059703106487271,"score_gpt":0.16785310457958566,"score_spread":0.1647934014730984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358722882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83953077,0.0072811074,0.13239193,0.0003461027,0.00014533981,0.00018221389,0.00022635075,0.0014539186,0.018442174],"genre_scores_gemma":[0.97459805,0.000997529,0.020826168,0.0000387956,0.000053088213,0.000020373038,0.00008301556,0.00002658762,0.003356378],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960154,0.00008598099,0.000018180497,0.00006681731,0.00018891651,0.00003862608],"domain_scores_gemma":[0.9997168,0.00009160714,0.00005128443,0.000039511797,0.0000758629,0.000024935609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037450666,0.00030360202,0.0002225553,0.0003756505,0.00016195375,0.00033844277,0.00044796403,0.0003437149,0.0012801107],"category_scores_gemma":[0.00070799986,0.00012706146,0.00015214093,0.00035833995,0.0003000311,0.0005186398,0.0003767747,0.00013710889,0.00026671935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006101443,0.000047125704,0.004497157,0.0006698038,0.00002601722,0.00057143613,0.00027097616,0.0044106953,0.81653,0.004095444,0.0009969998,0.16727424],"study_design_scores_gemma":[0.000086909175,0.003319635,0.017229058,0.0000607888,0.00010087421,0.0036944542,0.00012607641,0.030028967,0.8907139,0.0013735996,0.053191803,0.00007399912],"about_ca_topic_score_codex":0.00030879435,"about_ca_topic_score_gemma":0.00023032437,"teacher_disagreement_score":0.0012801107,"about_ca_system_score_codex":0.00025634788,"about_ca_system_score_gemma":0.00016039953,"threshold_uncertainty_score":0.0042823553},"labels":[],"label_agreement":null},{"id":"W2366067069","doi":"","title":"An Improvement on the Inlet and Outlet Valves of High Pressure Diaphragm Pump","year":2000,"lang":"en","type":"article","venue":"Mining Research and Development","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Piping; Inlet; Diaphragm (acoustics); Diaphragm pump; Engineering; High pressure; Ball valve; Marine engineering; Mechanical engineering; Electrical engineering","score_opus":0.03580428156064329,"score_gpt":0.2763360613922777,"score_spread":0.24053177983163437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366067069","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12988225,0.0047929627,0.8357645,0.0009217317,0.0012523817,0.00026551672,0.00024064125,0.0030735733,0.023806436],"genre_scores_gemma":[0.5993897,0.0029766713,0.3718317,0.000304936,0.0007698381,0.00009677832,0.00050429563,0.00028620035,0.023839923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986286,0.00018781458,0.00010597164,0.0002079848,0.0007607318,0.000108970584],"domain_scores_gemma":[0.998792,0.00013634587,0.000072666764,0.00019655385,0.0007412385,0.000061356106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011624802,0.0006314947,0.00063076144,0.00060467166,0.00046959834,0.0007659453,0.0009429308,0.001193949,0.004344172],"category_scores_gemma":[0.0013703718,0.00035330653,0.00092115666,0.0004473088,0.00038959683,0.001019177,0.0005358377,0.0011797256,0.0016788282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006553735,0.0003314503,0.003113671,0.0008747705,0.00006394476,0.0004341887,0.00026573855,0.009842568,0.6041239,0.00820444,0.005449311,0.36664066],"study_design_scores_gemma":[0.0002918478,0.003166125,0.033509143,0.0001893955,0.000458741,0.0025165225,0.00016553182,0.073454864,0.6872823,0.0032773318,0.19549231,0.00019589716],"about_ca_topic_score_codex":0.0017374967,"about_ca_topic_score_gemma":0.0010955199,"teacher_disagreement_score":0.004344172,"about_ca_system_score_codex":0.00038691543,"about_ca_system_score_gemma":0.0008789896,"threshold_uncertainty_score":0.014532685},"labels":[],"label_agreement":null},{"id":"W2372370022","doi":"","title":"A One-dimensional Theory Model of Steam-driven Jet Pump Concerning Feed-water Temperature","year":2008,"lang":"en","type":"article","venue":"Journal of Power Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Jet (fluid); Mechanics; Supersonic speed; Water jet; Injector; Condensation; Flow (mathematics); Thermodynamics; Engineering; Nuclear engineering; Environmental science; Petroleum engineering; Materials science; Mechanical engineering; Physics","score_opus":0.013715227550757185,"score_gpt":0.1909422283268023,"score_spread":0.1772270007760451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372370022","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09657095,0.0018055923,0.8244541,0.0008015202,0.00033804154,0.00023021629,0.0006840647,0.0005461844,0.07456939],"genre_scores_gemma":[0.95042855,0.0016560557,0.020700974,0.00010855475,0.00009311765,0.00045313308,0.0002839125,0.000045844055,0.026229821],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997081,0.00003823764,0.000015191704,0.00009095554,0.00012075903,0.000026788279],"domain_scores_gemma":[0.99980956,0.00004805265,0.000037046222,0.000012024292,0.00007875025,0.000014485583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026542484,0.00073609734,0.00091076735,0.0005365865,0.0006885362,0.0013306392,0.0015618898,0.0012736856,0.0038276112],"category_scores_gemma":[0.00041555756,0.00038957567,0.0007363843,0.0005280577,0.0010468159,0.0012409225,0.0005936875,0.0008308471,0.0007455901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109404085,0.00009955772,0.0009580057,0.00039682718,0.000035924855,0.00042576613,0.00031935977,0.83630157,0.028689498,0.12101277,0.0013005879,0.010350815],"study_design_scores_gemma":[0.000012198795,0.000038740785,0.00014746466,0.0000057644243,0.000009765524,0.00004047041,0.000014665522,0.9930201,0.0009514381,0.004692139,0.0010525505,0.000014770358],"about_ca_topic_score_codex":0.006394171,"about_ca_topic_score_gemma":0.0022433184,"teacher_disagreement_score":0.006394171,"about_ca_system_score_codex":0.00093166524,"about_ca_system_score_gemma":0.0011957074,"threshold_uncertainty_score":0.012804627},"labels":[],"label_agreement":null},{"id":"W2375536966","doi":"","title":"Research on Effects of Plunger Pump Body Modal Frequency","year":2013,"lang":"en","type":"article","venue":"New Technology & New Process","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Plunger; Plunger pump; Reducer; Vibration; Modal; Reciprocating pump; Coupling (piping); Acoustics; Modal analysis; Materials science; Variable displacement pump; Engineering; Mechanical engineering; Physics; Composite material","score_opus":0.014198746105303918,"score_gpt":0.2874263443054201,"score_spread":0.27322759820011616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375536966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863484,0.00047301568,0.010037401,0.00006434966,0.000029118271,0.00001491127,0.00007131008,0.00011890665,0.0028425674],"genre_scores_gemma":[0.997006,0.00019686233,0.0014558488,0.0000123416185,0.0000074484906,0.0000071772297,0.000035378875,0.00001836206,0.0012605726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972993,0.00003600074,0.0000119705555,0.00006439197,0.00011062306,0.0000471348],"domain_scores_gemma":[0.99896085,0.0006235911,0.0001113225,0.000057055255,0.00020182293,0.00004533048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002490413,0.00029458027,0.00021533691,0.00030542695,0.00024204538,0.0003093604,0.00021372916,0.00037326576,0.00496379],"category_scores_gemma":[0.0009474118,0.00019144207,0.00032830183,0.00016495469,0.00023013822,0.00051280454,0.00018264765,0.00023497155,0.00035033707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070463115,0.00006567013,0.004922729,0.00025666482,0.000019655643,0.00013861539,0.0002528582,0.0015153461,0.9664963,0.0002270297,0.00017040766,0.025230058],"study_design_scores_gemma":[0.000025249468,0.0015763502,0.06558195,0.00003801787,0.00013634187,0.00034601754,0.0004580367,0.009090091,0.9192298,0.00022941205,0.003255816,0.000033005374],"about_ca_topic_score_codex":0.00048078966,"about_ca_topic_score_gemma":0.0004449929,"teacher_disagreement_score":0.00496379,"about_ca_system_score_codex":0.00012493598,"about_ca_system_score_gemma":0.000099828976,"threshold_uncertainty_score":0.016605496},"labels":[],"label_agreement":null},{"id":"W2377179346","doi":"","title":"Improving Suction Performance of Centrifugal Pumps by Using Jetting Device","year":2004,"lang":"en","type":"article","venue":"中国化学工程学报(英文版)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Centrifugal pump; Suction; Mechanical engineering; Volumetric flow rate; Flow (mathematics); Head (geology); Engineering; NPSH; Point (geometry); Materials science; Impeller; Mechanics; Mathematics; Physics; Geology","score_opus":0.008899292369985259,"score_gpt":0.19517025848854494,"score_spread":0.18627096611855967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377179346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90459627,0.005763169,0.082127936,0.00033288656,0.00021259925,0.00007216128,0.00007731269,0.0013092235,0.0055084266],"genre_scores_gemma":[0.98108023,0.0017787002,0.015180144,0.00007097508,0.00009080795,0.00001588289,0.000079796315,0.00004187614,0.0016616499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949217,0.0000692349,0.00004245585,0.000048870577,0.00028612462,0.000061229664],"domain_scores_gemma":[0.99943703,0.00017865856,0.0000768758,0.000033260036,0.0002471036,0.00002710854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005087856,0.0004084771,0.0004337669,0.00040951514,0.00031430548,0.00072879426,0.0004737116,0.0004857261,0.0004735166],"category_scores_gemma":[0.0010763279,0.00022714277,0.00026952027,0.0003940721,0.00027250045,0.00061326905,0.00025266566,0.00037038376,0.00028663428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002062872,0.000056648096,0.0008987584,0.00019465126,0.00001165113,0.00008630047,0.000063863175,0.0024208599,0.9522196,0.00039817084,0.00042498493,0.043018255],"study_design_scores_gemma":[0.000023066243,0.0006757125,0.0025969057,0.000015204357,0.00002735112,0.00015317304,0.00001286612,0.015187512,0.9790836,0.00008235303,0.0021136587,0.000028672614],"about_ca_topic_score_codex":0.00046056506,"about_ca_topic_score_gemma":0.00029594838,"teacher_disagreement_score":0.00072879426,"about_ca_system_score_codex":0.00034402718,"about_ca_system_score_gemma":0.00025170774,"threshold_uncertainty_score":0.0026907325},"labels":[],"label_agreement":null},{"id":"W2383460498","doi":"","title":"The Effect of Oil Contamination on the Velocity_Load Characteristic of the Throttle Velocity-Modulating Circuits","year":2000,"lang":"en","type":"article","venue":"Journal of South China University of Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Throttle; Electronic circuit; Contamination; Particle (ecology); Mechanics; Particle velocity; Relative velocity; Environmental science; Materials science; Engineering; Physics; Automotive engineering; Electrical engineering; Classical mechanics; Biology; Ecology","score_opus":0.003426079800581299,"score_gpt":0.16074176250837727,"score_spread":0.15731568270779597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383460498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919721,0.0002717447,0.007009073,0.000045777746,0.000022717239,0.000018820754,0.00004048291,0.00010638956,0.00051286345],"genre_scores_gemma":[0.9987804,0.00008134465,0.00084128353,0.00002021404,0.000006446417,0.0000051427583,0.000021868846,0.000020428495,0.000222907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914026,0.00016162415,0.0000562714,0.0001444959,0.00034083347,0.00015646232],"domain_scores_gemma":[0.99238706,0.004565722,0.0013249237,0.00052346033,0.0010090752,0.00018971137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006540004,0.00043573088,0.00034640467,0.0004769326,0.00042767543,0.0005782808,0.0004295855,0.00053464907,0.001442846],"category_scores_gemma":[0.0062010013,0.0002691405,0.00028369043,0.0003050824,0.00066253764,0.00078625244,0.00039200851,0.0003972858,0.00018794306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019358064,0.00006637346,0.0055668633,0.00017005386,0.000031354157,0.00019311238,0.0002729866,0.0032027252,0.972284,0.0002108226,0.00006723583,0.015998514],"study_design_scores_gemma":[0.000022034279,0.00089312444,0.013251938,0.000011426667,0.000057826768,0.00012153125,0.00008860342,0.007099538,0.9777548,0.00006607086,0.00060580095,0.000027373977],"about_ca_topic_score_codex":0.0013339003,"about_ca_topic_score_gemma":0.00091393635,"teacher_disagreement_score":0.001442846,"about_ca_system_score_codex":0.00059858203,"about_ca_system_score_gemma":0.0002856045,"threshold_uncertainty_score":0.004826784},"labels":[],"label_agreement":null},{"id":"W2392190878","doi":"","title":"Optimal hydraulic excavator's parametric modeling design of kinematics and dynamics","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Excavator; Kinematics; Parametric statistics; Control engineering; Computer science; Control theory (sociology); Parametric design; Engineering; Mathematics; Control (management); Mechanical engineering; Artificial intelligence; Physics; Classical mechanics","score_opus":0.019857486598636922,"score_gpt":0.21475589200376724,"score_spread":0.19489840540513031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392190878","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009637938,0.000079150515,0.98374224,0.00007243925,0.000012952489,0.00003085661,0.000028151047,0.00008007779,0.006316153],"genre_scores_gemma":[0.86650884,0.00031128115,0.12493992,0.000048285903,0.000025196261,0.0004581993,0.00012213812,0.00004845585,0.007537647],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942493,0.0001248983,0.000019578416,0.00012376583,0.00025934554,0.000047540834],"domain_scores_gemma":[0.99979144,0.00005224639,0.000030407116,0.000022839042,0.00009301765,0.000010136928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072089536,0.00063937175,0.0008702754,0.00042870385,0.00051266677,0.0009943197,0.0009157944,0.0007430536,0.0020532238],"category_scores_gemma":[0.0008525695,0.00056716,0.00065133494,0.00042393265,0.0007814592,0.0011291272,0.0006451876,0.0006300753,0.00036310963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021836875,0.000013271032,0.00019226779,0.000052751908,0.000010198579,0.00002377896,0.00005402045,0.9636785,0.002819621,0.023053002,0.00024739432,0.009833377],"study_design_scores_gemma":[0.000008953869,0.000023359198,0.00012022342,0.0000044595167,0.000006084076,0.000015609065,0.0000140171705,0.99424946,0.0008493388,0.0037679712,0.00093172037,0.000008835849],"about_ca_topic_score_codex":0.00528386,"about_ca_topic_score_gemma":0.003841217,"teacher_disagreement_score":0.00528386,"about_ca_system_score_codex":0.0008870524,"about_ca_system_score_gemma":0.0021091045,"threshold_uncertainty_score":0.010506213},"labels":[],"label_agreement":null},{"id":"W2418495796","doi":"10.1504/ijvp.2015.074121","title":"Articulated heavy vehicle lateral dynamic analysis using an automated frequency response measuring technique","year":2015,"lang":"en","type":"article","venue":"International Journal of Vehicle Performance","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Response analysis; Frequency response; Frequency analysis; Acoustics; Computer science; Materials science; Physics; Engineering; Structural engineering; Electrical engineering","score_opus":0.02804659793591194,"score_gpt":0.28857020558147695,"score_spread":0.260523607645565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418495796","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049530115,0.000043937565,0.94777364,0.000016896025,0.000006913071,0.00002182918,0.000017945222,0.00036721805,0.002221447],"genre_scores_gemma":[0.7899896,0.000082668994,0.20832688,0.000012069121,0.000011833111,0.000065656524,0.000049490896,0.00003585295,0.001425909],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979347,0.00004631238,0.0000073770307,0.000025661957,0.00011599066,0.000011221478],"domain_scores_gemma":[0.99978036,0.0000912183,0.000047195612,0.000031837477,0.00004401653,0.0000054481634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023138309,0.00031811115,0.0002312845,0.00051339954,0.00019189605,0.00021901523,0.00035520963,0.00030112523,0.0011893031],"category_scores_gemma":[0.0004511375,0.00013022887,0.00039366394,0.0002151992,0.00026914562,0.00033645332,0.00031841244,0.00021652093,0.00020080802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001203626,0.000081021,0.0038943023,0.00019428255,0.00005244841,0.00015801644,0.00021547262,0.37349206,0.33923066,0.010180916,0.0004211674,0.2719593],"study_design_scores_gemma":[0.000008427775,0.00013842974,0.0021542145,0.000009619242,0.000011396496,0.000114659444,0.0000390252,0.9652938,0.028797597,0.0010794566,0.0023301877,0.000023199656],"about_ca_topic_score_codex":0.0012372024,"about_ca_topic_score_gemma":0.0011494609,"teacher_disagreement_score":0.0012372024,"about_ca_system_score_codex":0.00018329822,"about_ca_system_score_gemma":0.00028672448,"threshold_uncertainty_score":0.0039785504},"labels":[],"label_agreement":null},{"id":"W2421772928","doi":"10.3182/20110828-6-it-1002.00591","title":"An Optimal Servomechanism Controller for SISO Positive Systems","year":2011,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Control theory (sociology); Servomechanism; Robustness (evolution); Linear-quadratic regulator; Engineering; Linear system; Constant (computer programming); Quadratic equation; Control engineering; Mathematics; Optimal control; Computer science; Control (management); Mathematical optimization","score_opus":0.016898680315321407,"score_gpt":0.20868045630056595,"score_spread":0.19178177598524454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2421772928","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029670704,0.00036532254,0.9591683,0.00019597843,0.00020561567,0.00006872945,0.000041475003,0.00070578646,0.009578025],"genre_scores_gemma":[0.93723726,0.00017187178,0.057323664,0.00009828625,0.00005697928,0.000084504194,0.00003238362,0.000032901655,0.0049621942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998115,0.000026138856,0.000010581306,0.00003964958,0.00009290221,0.000019308318],"domain_scores_gemma":[0.99986637,0.00004500831,0.000017936392,0.000012249255,0.000049077877,0.000009425244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026403763,0.00043003884,0.00034092352,0.00017881932,0.0002616866,0.00046707486,0.00039136273,0.0004122425,0.0024132093],"category_scores_gemma":[0.0005463691,0.00019816984,0.00017414885,0.00014031009,0.0003271932,0.00031703513,0.0004438021,0.00045789868,0.0002727211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006912008,0.00014284093,0.00041514746,0.0005293938,0.0000659929,0.00025867936,0.00018629577,0.42102313,0.18245885,0.056449473,0.005114267,0.33266476],"study_design_scores_gemma":[0.000075086624,0.00030990504,0.00042464156,0.000019700632,0.000021292832,0.000077522236,0.000013579254,0.97807956,0.009158015,0.0070699938,0.0047300598,0.000020683057],"about_ca_topic_score_codex":0.0014161053,"about_ca_topic_score_gemma":0.0019883902,"teacher_disagreement_score":0.0024132093,"about_ca_system_score_codex":0.00023581611,"about_ca_system_score_gemma":0.0004981903,"threshold_uncertainty_score":0.008073032},"labels":[],"label_agreement":null},{"id":"W2469604249","doi":"10.1177/0142331216652468","title":"A chattering-free fuzzy hybrid sliding mode control of an electrohydraulic active suspension","year":2016,"lang":"en","type":"article","venue":"Transactions of the Institute of Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Active suspension; Sliding mode control; Open-loop controller; PID controller; SIGNAL (programming language); Fuzzy logic; Engineering; Control engineering; Computer science; Actuator; Control (management); Nonlinear system; Temperature control","score_opus":0.013790824545536668,"score_gpt":0.19726338277153066,"score_spread":0.18347255822599398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469604249","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063049026,0.00033580317,0.9303662,0.00010934179,0.00019062673,0.000063914646,0.000021948714,0.00056496623,0.0052980715],"genre_scores_gemma":[0.94975847,0.00013772484,0.045399256,0.000066476794,0.000039083636,0.00009458444,0.000032763284,0.000014344006,0.004457222],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997105,0.000035953653,0.0000212983,0.000081289676,0.00012711169,0.000023755256],"domain_scores_gemma":[0.99983513,0.00003901559,0.000020984038,0.00001785334,0.00007479582,0.000012200374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040447415,0.00040175632,0.0003509476,0.0002634364,0.00031245162,0.000551406,0.0007470424,0.00055697927,0.0012031994],"category_scores_gemma":[0.0003758298,0.00017152623,0.0003849029,0.00013542584,0.0004461754,0.00036698784,0.00042853047,0.00044256006,0.00015612312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074274634,0.00020386536,0.0015802052,0.0006201642,0.00021531837,0.0007590994,0.00067596266,0.34910187,0.31136653,0.020082843,0.002215009,0.31243646],"study_design_scores_gemma":[0.00006691275,0.0004664316,0.0008491811,0.000019749268,0.000039126942,0.000096210555,0.00002350245,0.9754513,0.018848011,0.0007350172,0.0033791738,0.00002537736],"about_ca_topic_score_codex":0.0023511325,"about_ca_topic_score_gemma":0.0020053794,"teacher_disagreement_score":0.0023511325,"about_ca_system_score_codex":0.0002714275,"about_ca_system_score_gemma":0.00030366975,"threshold_uncertainty_score":0.004674852},"labels":[],"label_agreement":null},{"id":"W2485946107","doi":"10.2507/daaam.scibook.2006.12","title":"Fault detection of piston conditions in water hydraulic motor by vibration signal with wavelet analysis","year":2006,"lang":"en","type":"book-chapter","venue":"DAAAM international scientific book ...","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Piston (optics); Wavelet; Vibration; Fault (geology); Hydraulic motor; Acoustics; SIGNAL (programming language); Computer science; Engineering; Geology; Physics; Mechanical engineering; Artificial intelligence; Seismology","score_opus":0.005302497994322817,"score_gpt":0.18843022882874266,"score_spread":0.18312773083441986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485946107","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21158755,0.0036493482,0.77539927,0.00023450758,0.00020585542,0.00006890915,0.00020253872,0.0017546454,0.0068974765],"genre_scores_gemma":[0.77259195,0.0022466707,0.21176477,0.00008414652,0.00008768114,0.000043861794,0.0004592455,0.00010860331,0.012613014],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988794,0.000013929563,0.000006058437,0.00002182085,0.00006424879,0.0000059945623],"domain_scores_gemma":[0.99982303,0.00009651159,0.000016486421,0.000015501746,0.000043201944,0.000005371574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015243425,0.00030380816,0.00026251373,0.0006177297,0.00007948898,0.00034761828,0.00029038667,0.0005470828,0.0013348261],"category_scores_gemma":[0.000577494,0.00015539478,0.00020697924,0.0006325036,0.0002533935,0.000595636,0.00016637176,0.00025665676,0.000432846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004140719,0.000054381948,0.0022812625,0.00053787837,0.00004348967,0.0007555937,0.0002592387,0.028486457,0.37327954,0.0038964842,0.0032920807,0.58669955],"study_design_scores_gemma":[0.0000399371,0.0005173198,0.01946273,0.00009580858,0.000088960776,0.0020724689,0.00018674767,0.7068871,0.24787962,0.006207994,0.016484065,0.000077259065],"about_ca_topic_score_codex":0.00031247697,"about_ca_topic_score_gemma":0.00025911847,"teacher_disagreement_score":0.0013348261,"about_ca_system_score_codex":0.00011508734,"about_ca_system_score_gemma":0.00008227655,"threshold_uncertainty_score":0.004465401},"labels":[],"label_agreement":null},{"id":"W2521302884","doi":"10.1007/s12555-015-0202-0","title":"Improved position tracking performance of a pneumatic actuator using a fuzzy logic controller with velocity, system lag and friction compensation","year":2016,"lang":"en","type":"article","venue":"International Journal of Control Automation and Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Fuzzy logic; PID controller; Actuator; Pneumatic actuator; Compensation (psychology); Position (finance); Tracking (education); Mechatronics; Control engineering; Pneumatic cylinder; Lead–lag compensator; Benchmark (surveying); Engineering; Computer science; Cylinder; Artificial intelligence; Control (management); Mechanical engineering","score_opus":0.011369827980738169,"score_gpt":0.21881996994093955,"score_spread":0.2074501419602014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521302884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6393497,0.00087391096,0.35004774,0.00027765776,0.00034005893,0.000060326147,0.00006293665,0.0010072592,0.007980445],"genre_scores_gemma":[0.9876346,0.000082092934,0.010765007,0.00003156067,0.00001422502,0.000011032509,0.000018838316,0.0000074112572,0.0014351363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998741,0.0000123113505,0.000012051646,0.000028237295,0.000056119785,0.000017170387],"domain_scores_gemma":[0.9998056,0.000052741092,0.000025985351,0.000023171218,0.000078097175,0.000014431377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023606107,0.00033949726,0.0003120929,0.00018628953,0.00035423218,0.00034162495,0.00041643414,0.0006966564,0.0011097795],"category_scores_gemma":[0.00036992008,0.00014523623,0.00027005014,0.00017162325,0.00014074841,0.00026189652,0.00019545373,0.00033243245,0.00019767371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016407669,0.0002169251,0.0015526321,0.00051060284,0.00010207889,0.0005082354,0.00019846871,0.084718786,0.7838322,0.0016484845,0.0006891784,0.12438166],"study_design_scores_gemma":[0.0001319902,0.0011067535,0.006629774,0.00002655089,0.00011289859,0.00033596565,0.000035236524,0.8053456,0.18400413,0.00031316638,0.0019115984,0.000046361736],"about_ca_topic_score_codex":0.0034285842,"about_ca_topic_score_gemma":0.002608384,"teacher_disagreement_score":0.0034285842,"about_ca_system_score_codex":0.00017301609,"about_ca_system_score_gemma":0.0003718772,"threshold_uncertainty_score":0.0068172216},"labels":[],"label_agreement":null},{"id":"W2521957380","doi":"","title":"Reduction of Pressure Fluctuations Induced by Cavitating Propellers due to Air Injection through the Hull at the Stern of a Ship","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Hull; Stern; Cavitation; Reduction (mathematics); Marine engineering; Environmental science; Engineering; Mechanics; Physics; Mathematics","score_opus":0.01815447960429537,"score_gpt":0.23476051244591106,"score_spread":0.2166060328416157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521957380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99720925,0.0000562127,0.0015682257,0.000051999552,0.000022796658,0.000006991171,0.000027952847,0.00008178814,0.00097475323],"genre_scores_gemma":[0.9997106,0.000013666629,0.00010258451,0.0000066322755,0.000009684587,0.000001681838,0.000015798902,0.0000066224034,0.0001327912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998987,0.000015490903,0.0000035984554,0.000015450403,0.00003115821,0.00003563446],"domain_scores_gemma":[0.99959224,0.00019046363,0.0000727347,0.000024012226,0.000052125004,0.00006852729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116029376,0.0001854279,0.00024408592,0.00018615068,0.00024862614,0.00027182864,0.00022557737,0.0002685133,0.0010794022],"category_scores_gemma":[0.00081480795,0.00013972771,0.00017913606,0.00014233221,0.00056228344,0.00016999927,0.0002441953,0.00044931268,0.00012106383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022265075,0.00012659661,0.00858558,0.000096423035,0.000037425492,0.0019274761,0.00031898523,0.0076032113,0.9638977,0.00039055297,0.0006548305,0.014134677],"study_design_scores_gemma":[0.0001842475,0.0023464116,0.32569215,0.00002384316,0.00008246827,0.0015042999,0.0005938808,0.15509841,0.512131,0.00056160166,0.0016996118,0.00008201439],"about_ca_topic_score_codex":0.00070138526,"about_ca_topic_score_gemma":0.0004071407,"teacher_disagreement_score":0.0010794022,"about_ca_system_score_codex":0.00020435818,"about_ca_system_score_gemma":0.00014138492,"threshold_uncertainty_score":0.0036109686},"labels":[],"label_agreement":null},{"id":"W2522981703","doi":"10.1155/2016/4608328","title":"Vibration Analysis and Experimental Research of the Linear-Motor-Driven Water Piston Pump Used in the Naval Ship","year":2016,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Beijing Municipal Natural Science Foundation; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Piston (optics); Piston pump; Vibration; Axial piston pump; Modal analysis; Engineering; Linear motor; Harmonic; Acoustics; Damper; Control theory (sociology); Mechanical engineering; Structural engineering; Variable displacement pump; Physics; Hydraulic pump; Computer science; Control (management)","score_opus":0.037497577370179024,"score_gpt":0.2961555080195591,"score_spread":0.2586579306493801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522981703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825677,0.00010121095,0.0159024,0.000052249598,0.000018578998,0.0000287436,0.000080752456,0.000091185684,0.0011571603],"genre_scores_gemma":[0.9965172,0.000052882286,0.0027255605,0.000009467511,0.0000028982477,0.000015462547,0.000049918,0.000004780882,0.0006218936],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997571,0.00003101009,0.000016312553,0.000044885517,0.00011872985,0.000031931242],"domain_scores_gemma":[0.99973685,0.00008639565,0.00002796376,0.000032267413,0.00009699302,0.000019511914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003294503,0.00026903427,0.00020706216,0.00035721302,0.00031507382,0.00014429,0.0003177871,0.00037898438,0.0017051072],"category_scores_gemma":[0.0005001232,0.0001789179,0.0002780551,0.00024637728,0.0004321486,0.0003501768,0.00023237156,0.00020028693,0.00015803668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006748319,0.00017155256,0.0066327066,0.0002778053,0.000024760044,0.00028117275,0.00043903693,0.008205185,0.94999546,0.0006354086,0.00035594634,0.032306],"study_design_scores_gemma":[0.00015131375,0.00411637,0.109505795,0.000051672316,0.00009792673,0.00052034075,0.00091995765,0.15609565,0.723793,0.0006198411,0.00403072,0.00009737097],"about_ca_topic_score_codex":0.00080331776,"about_ca_topic_score_gemma":0.0006800418,"teacher_disagreement_score":0.0017051072,"about_ca_system_score_codex":0.0001582997,"about_ca_system_score_gemma":0.00018608535,"threshold_uncertainty_score":0.0057041645},"labels":[],"label_agreement":null},{"id":"W2524348584","doi":"10.20944/preprints201609.0084.v1","title":"A Novel Virtual Torque Sensor for Rescue Robots with Harmonic Drives","year":2016,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Torque; Strain gauge; Harmonic drive; Kriging; Harmonic; Process (computing); Computer science; Control theory (sociology); Calibration; Position (finance); Engineering; Control engineering; Artificial intelligence; Acoustics; Physics; Machine learning; Electrical engineering","score_opus":0.08185125683674203,"score_gpt":0.2958143091606219,"score_spread":0.21396305232387985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524348584","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013600119,0.00036690323,0.9832292,0.00009409554,0.00015147508,0.000049296686,0.000050119575,0.0009712571,0.0014874304],"genre_scores_gemma":[0.62626404,0.0004342041,0.3669291,0.00021807826,0.00015852512,0.0001344491,0.00017106927,0.00012609926,0.005564484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931896,0.00008910557,0.000029189589,0.00011213399,0.00041642453,0.0000341737],"domain_scores_gemma":[0.9996294,0.00009390772,0.00005424735,0.000068447735,0.00012576517,0.000028292021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043139065,0.0005024746,0.0006426564,0.00050003786,0.00025771017,0.0008605762,0.0013802593,0.0007832328,0.0014909364],"category_scores_gemma":[0.0008128699,0.00026659452,0.0002937913,0.00030483556,0.0006090126,0.0010922103,0.0009753714,0.00050583953,0.0007098074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003947528,0.0001436005,0.0016576739,0.0009473124,0.00006973066,0.0005623524,0.0004209454,0.033282187,0.5040189,0.019262433,0.004553656,0.43468645],"study_design_scores_gemma":[0.000091170776,0.001238594,0.0029744008,0.00007239193,0.00008799882,0.0026735978,0.00014674159,0.6584495,0.27778772,0.0066437228,0.04968438,0.0001497907],"about_ca_topic_score_codex":0.00026970124,"about_ca_topic_score_gemma":0.0003910638,"teacher_disagreement_score":0.0014909364,"about_ca_system_score_codex":0.00031823004,"about_ca_system_score_gemma":0.00040457502,"threshold_uncertainty_score":0.0049877167},"labels":[],"label_agreement":null},{"id":"W2528240000","doi":"10.1115/1.4034877","title":"Design of a Multifunctional Flow Control Valve for Self-Circulating Hydraulic Cylinders","year":2016,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Check valve; Globe valve; Flow (mathematics); Flow control valve; Valve actuator; Electrohydraulic servo valve; Control valves; Hydraulic machinery; Position (finance); Hydraulic cylinder; Computer science; Control theory (sociology); Hydraulic circuit; Component (thermodynamics); Fluid dynamics; Engineering; Ball valve; Mechanical engineering; Mechanics; Physics; Control (management); Artificial intelligence","score_opus":0.01261437336590826,"score_gpt":0.21747211586491172,"score_spread":0.20485774249900346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528240000","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10152024,0.00086133677,0.8893006,0.00017191417,0.00027050695,0.00026423484,0.000106613916,0.0024001154,0.0051043862],"genre_scores_gemma":[0.77054477,0.00027977602,0.22464265,0.000094703966,0.00010924774,0.00015919712,0.000109039785,0.00009057216,0.0039700037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995844,0.000035072775,0.000034086028,0.000109702465,0.00019319303,0.000043581065],"domain_scores_gemma":[0.9996525,0.000051506588,0.000094128496,0.000032779975,0.00012786004,0.000041154453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004090842,0.00041690166,0.00052560214,0.00042220592,0.0002584449,0.00052020897,0.0013201142,0.0006290408,0.0012158365],"category_scores_gemma":[0.00038696046,0.0002524812,0.00032289824,0.00015166338,0.00032323212,0.0005143091,0.00033843727,0.00037909282,0.00045782013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024124586,0.00010046443,0.0007946121,0.00043773768,0.00002644078,0.00028759104,0.00009460161,0.008738708,0.8797716,0.00886516,0.0012718166,0.09937015],"study_design_scores_gemma":[0.00019895437,0.0021128512,0.0038134793,0.0000656299,0.000089779474,0.0017273682,0.00003498479,0.28839347,0.6467123,0.0011279813,0.055611845,0.000111335714],"about_ca_topic_score_codex":0.00029843833,"about_ca_topic_score_gemma":0.0002732544,"teacher_disagreement_score":0.0013201142,"about_ca_system_score_codex":0.00035965315,"about_ca_system_score_gemma":0.00066651014,"threshold_uncertainty_score":0.004067421},"labels":[],"label_agreement":null},{"id":"W2528516705","doi":"10.1109/tim.2016.2608446","title":"Internal Leakage Detection in Electrohydrostatic Actuators Using Multiscale Analysis of Experimental Data","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leakage (economics); Actuator; Computer science; Materials science; Electronic engineering; Acoustics; Engineering; Physics; Artificial intelligence","score_opus":0.0530159522795155,"score_gpt":0.27368848493543124,"score_spread":0.22067253265591574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528516705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273079,0.00022658812,0.07115118,0.000038424932,0.000027556107,0.000036093064,0.0002604233,0.00030347487,0.000648474],"genre_scores_gemma":[0.9882074,0.00007252128,0.0114999,0.000010112961,0.0000085416605,0.000020633468,0.00010020437,0.000010266398,0.000070386704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996995,0.000048289403,0.000033481516,0.00006620565,0.00012131447,0.00003121005],"domain_scores_gemma":[0.99923193,0.00024677953,0.00020062325,0.00010534784,0.00018190013,0.000033397755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990715,0.0003238759,0.00035798314,0.0012347108,0.00014022102,0.0003172162,0.00021229891,0.00033759527,0.00040870707],"category_scores_gemma":[0.0016453281,0.000103746126,0.00026515572,0.00060565566,0.00029526942,0.00050276116,0.00028056517,0.00021740467,0.00007696872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041882528,0.00017337843,0.027970234,0.00038240815,0.00008867533,0.00042151922,0.0003041472,0.015747974,0.87465984,0.00043787822,0.00030450345,0.07909064],"study_design_scores_gemma":[0.00002792132,0.001279623,0.2545061,0.000066312656,0.000116855,0.00071604626,0.00044097842,0.38958976,0.35098642,0.0010432162,0.0011171154,0.00010966796],"about_ca_topic_score_codex":0.00043207384,"about_ca_topic_score_gemma":0.00046513212,"teacher_disagreement_score":0.0012347108,"about_ca_system_score_codex":0.00012537971,"about_ca_system_score_gemma":0.00011293385,"threshold_uncertainty_score":0.0026393533},"labels":[],"label_agreement":null},{"id":"W2528898447","doi":"","title":"Suppression of Acoustic Resonance in Piping System Using Passive Control Devices","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Piping; Cabin pressurization; Vibration; Engineering; Acoustics; Noise (video); Pipeline transport; Structural engineering; Mechanical engineering; Computer science; Physics","score_opus":0.008560446394203678,"score_gpt":0.20952742093032403,"score_spread":0.20096697453612036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528898447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92073745,0.0008983228,0.075959295,0.00009023441,0.000072767296,0.00007129135,0.000042993797,0.0006615206,0.0014660942],"genre_scores_gemma":[0.99069655,0.00016714948,0.008345778,0.000027848153,0.000016754233,0.000022779277,0.000030184463,0.00001802316,0.00067496096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952924,0.00009263539,0.000039926308,0.000118468335,0.00017311322,0.000046569872],"domain_scores_gemma":[0.9988624,0.00063197804,0.00017309841,0.00009829393,0.00019813605,0.00003603322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042790401,0.0004406197,0.0003747206,0.00028422353,0.00018203669,0.0002600644,0.00059863855,0.00040014563,0.0009662492],"category_scores_gemma":[0.0012864224,0.00018313664,0.00019269269,0.0001240904,0.00042713847,0.000463239,0.0002744455,0.000265601,0.00017101639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020908154,0.000057164943,0.00044777463,0.00018606403,0.000007742383,0.00005618768,0.00007400566,0.00048599887,0.98600525,0.000092498776,0.00004469418,0.012333601],"study_design_scores_gemma":[0.00003906592,0.0019644499,0.0027271032,0.000012694646,0.000033369062,0.00017711944,0.000030499028,0.0058579557,0.9878126,0.00004340652,0.0012911953,0.000010624541],"about_ca_topic_score_codex":0.00018728546,"about_ca_topic_score_gemma":0.00015234358,"teacher_disagreement_score":0.0009662492,"about_ca_system_score_codex":0.0001451075,"about_ca_system_score_gemma":0.000085873304,"threshold_uncertainty_score":0.0032324195},"labels":[],"label_agreement":null},{"id":"W2535536867","doi":"10.1109/epc.2007.4520335","title":"Hydro Hydraulics - a disappearing art?","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Hydraulics; Rope; Draft tube; Engineering; Wire rope; Forensic engineering; Construction engineering; Mechanical engineering","score_opus":0.008081706598586022,"score_gpt":0.20813285866055617,"score_spread":0.20005115206197016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535536867","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049830866,0.23295306,0.008108405,0.53223974,0.0477493,0.00003160961,0.00020768348,0.0004716738,0.17325543],"genre_scores_gemma":[0.20084472,0.248447,0.008758444,0.13499382,0.06520628,0.000065928914,0.00025684625,0.0005098347,0.34091714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985594,0.00043650644,0.000066628985,0.00016888729,0.0006387175,0.00012972682],"domain_scores_gemma":[0.9982845,0.00044859565,0.00013562287,0.00029546468,0.0005005312,0.0003351571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023040408,0.0004464122,0.00046257293,0.00081219827,0.0021517372,0.0046606213,0.0008405861,0.0025243436,0.021552216],"category_scores_gemma":[0.004624224,0.00027520905,0.00024155706,0.0011259634,0.010316924,0.011063414,0.0029243785,0.0040774583,0.0059319437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006905577,0.000042760097,0.0006980155,0.0006135026,0.000009243076,0.00021957321,0.0023497196,0.00016474558,0.00075933326,0.27275175,0.45960337,0.262719],"study_design_scores_gemma":[0.0000035580517,0.00002691031,0.00038978588,0.00024504814,0.0000019432307,0.00021479062,0.0014655454,0.00006920627,0.00008339133,0.02464556,0.97284645,0.000007811565],"about_ca_topic_score_codex":0.002121716,"about_ca_topic_score_gemma":0.0034421221,"teacher_disagreement_score":0.021552216,"about_ca_system_score_codex":0.002298673,"about_ca_system_score_gemma":0.0020830014,"threshold_uncertainty_score":0.07209933},"labels":[],"label_agreement":null},{"id":"W2544768757","doi":"","title":"Recent advances in electro-hydrostatic actuation systems","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Electro-hydraulic actuator; Actuator; Excavator; Context (archaeology); Control engineering; Fluid power; Computer science; Torque; Hydraulic cylinder; Hydraulic machinery; Valve actuator; Mechanical engineering; Engineering; Artificial intelligence","score_opus":0.0051113877224455975,"score_gpt":0.19173846920093932,"score_spread":0.18662708147849372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544768757","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008458933,0.9003776,0.032222126,0.0021672696,0.001886035,0.000047221478,0.00009051064,0.00023153161,0.05451886],"genre_scores_gemma":[0.07910673,0.8472104,0.028282374,0.0015658339,0.0026402955,0.000069248716,0.00033232218,0.00007313271,0.04071963],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958676,0.00004978996,0.00003972821,0.00008888235,0.00019753214,0.000037308386],"domain_scores_gemma":[0.9992151,0.00026515283,0.00009364938,0.00004824571,0.00032183705,0.000056001933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006940663,0.00061055017,0.00047045472,0.0009889276,0.00023161706,0.0011404613,0.0006767658,0.0010139477,0.006512965],"category_scores_gemma":[0.00095249846,0.00038089865,0.00039485143,0.0014747326,0.0005138367,0.0020127303,0.000674213,0.0012464107,0.002982371],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020786404,0.0001413573,0.0004971077,0.0060778437,0.000059170383,0.00031080475,0.00021620108,0.0035188096,0.042975314,0.039271254,0.019739494,0.88698477],"study_design_scores_gemma":[0.000011796606,0.00045972338,0.0009100457,0.0005640575,0.000056350636,0.0008294888,0.00010528568,0.004199478,0.016706638,0.005571918,0.97053695,0.00004820716],"about_ca_topic_score_codex":0.00035541438,"about_ca_topic_score_gemma":0.00033170148,"teacher_disagreement_score":0.006512965,"about_ca_system_score_codex":0.0005523912,"about_ca_system_score_gemma":0.0004731069,"threshold_uncertainty_score":0.02178806},"labels":[],"label_agreement":null},{"id":"W2546937814","doi":"10.1115/fpmc2016-1775","title":"An Efficient, High Performance and Low-Cost Energy Recovering Hydrostatic Linear Actuator Concept","year":2016,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Excavator; Bandwidth throttling; Actuator; Hydraulic cylinder; Hydraulic machinery; Control theory (sociology); Linear actuator; Energy recovery; Mechanical engineering; Hydrostatic equilibrium; Cylinder; Hydraulic pump; Engineering; Computer science; Energy (signal processing); Electrical engineering; Physics; Gas compressor","score_opus":0.005473648335455616,"score_gpt":0.19184566889073723,"score_spread":0.18637202055528163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546937814","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16902994,0.0020634106,0.7871255,0.00075120886,0.00030266054,0.00036759826,0.00021107399,0.0019601819,0.038188387],"genre_scores_gemma":[0.77156967,0.0008463546,0.2054278,0.00013488236,0.0000869044,0.00015986971,0.0000949791,0.000054567186,0.021624953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999686,0.00002335176,0.000011887236,0.000044981396,0.00021228682,0.000021508833],"domain_scores_gemma":[0.99987566,0.000023115233,0.000028149203,0.00001602494,0.000042530748,0.00001445538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019127913,0.00027681587,0.00032609983,0.00029897716,0.0003768392,0.00051458884,0.0008352885,0.0004529436,0.0023721692],"category_scores_gemma":[0.00024027102,0.0002191675,0.0001720399,0.0002064831,0.00047094448,0.0010902346,0.00046006794,0.00048679012,0.0008086744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014261891,0.00009535342,0.00027368983,0.00044107964,0.000013412184,0.00019669495,0.00012641533,0.005450865,0.85833853,0.033947892,0.0020014,0.09897202],"study_design_scores_gemma":[0.000115791656,0.0020106009,0.0029117893,0.00006926505,0.000037073496,0.0021755304,0.00010353132,0.12593517,0.7619579,0.005017022,0.09954974,0.00011663919],"about_ca_topic_score_codex":0.0002263396,"about_ca_topic_score_gemma":0.00030137078,"teacher_disagreement_score":0.0023721692,"about_ca_system_score_codex":0.00026253625,"about_ca_system_score_gemma":0.0004513046,"threshold_uncertainty_score":0.007935703},"labels":[],"label_agreement":null},{"id":"W2553335553","doi":"10.1109/aim.2016.7576750","title":"Improved hybrid pneumatic-electric actuator for robot arms","year":2016,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Mantech (Canada)","funders":"","keywords":"Control theory (sociology); Actuator; Rotary actuator; Torque; Inertia; Mechanical impedance; Inner loop; Pneumatic actuator; Engineering; Robot; Controller (irrigation); Computer science; Electrical impedance; Physics; Control (management); Artificial intelligence","score_opus":0.010127102665059187,"score_gpt":0.20468029695456905,"score_spread":0.19455319428950985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553335553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08282957,0.0019660117,0.9045712,0.000120991885,0.00014197036,0.00008356911,0.000065893786,0.0015463813,0.008674504],"genre_scores_gemma":[0.74147713,0.0005329424,0.24536048,0.00011345079,0.00006551017,0.0001217111,0.00011924753,0.000059539077,0.012150061],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995943,0.000039178878,0.000019371731,0.000054134278,0.00027345435,0.00001955529],"domain_scores_gemma":[0.9998271,0.000048353537,0.000027506387,0.000024786847,0.0000615996,0.000010660335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022966498,0.0003255336,0.00025718662,0.0001589798,0.00013046962,0.0002649323,0.0005423496,0.00032564375,0.001675577],"category_scores_gemma":[0.00034257615,0.000174817,0.00018446964,0.00014317657,0.00017078141,0.000383264,0.00032235996,0.000274162,0.0005786182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016264434,0.00004683594,0.0005008103,0.0003229511,0.000033727778,0.00018505644,0.00005506615,0.01355002,0.8364857,0.0027359237,0.0010456807,0.1448756],"study_design_scores_gemma":[0.00016216142,0.0020014048,0.008582303,0.00006747283,0.000120947945,0.0016851792,0.000037179256,0.3765045,0.53191763,0.0014641208,0.077342935,0.00011426075],"about_ca_topic_score_codex":0.00025794812,"about_ca_topic_score_gemma":0.00045411589,"teacher_disagreement_score":0.001675577,"about_ca_system_score_codex":0.0001242878,"about_ca_system_score_gemma":0.0001453942,"threshold_uncertainty_score":0.00560534},"labels":[],"label_agreement":null},{"id":"W2554154849","doi":"10.1177/1687814016678346","title":"Advanced control and analysis of mechatronics systems with modelling uncertainty","year":2016,"lang":"en","type":"article","venue":"Advances in Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mechatronics; Engineering; Control (management); Control engineering; Systems engineering; Computer science; Uncertainty analysis; Industrial engineering; Manufacturing engineering; Simulation; Artificial intelligence","score_opus":0.00409464135521814,"score_gpt":0.190918282563641,"score_spread":0.18682364120842285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554154849","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018187135,0.001402757,0.9752167,0.00035916123,0.00010184667,0.000026912585,0.000050195627,0.000107746164,0.0045475233],"genre_scores_gemma":[0.9710749,0.001025165,0.023984648,0.000055645767,0.00014581715,0.00008349676,0.000086867614,0.000037667898,0.0035058616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936694,0.00015818137,0.00003056489,0.000078888996,0.00030846198,0.00005697707],"domain_scores_gemma":[0.9993331,0.00040584162,0.000066099754,0.000049818544,0.00012971112,0.000015358537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008039197,0.0007764324,0.00095624337,0.00043286785,0.00035420107,0.0011021626,0.00075973244,0.00075240294,0.0013873932],"category_scores_gemma":[0.0023999608,0.00036510886,0.0007553498,0.00050482387,0.0008769283,0.00095456437,0.0010303825,0.0011846862,0.0001778316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033284763,0.000015457814,0.00011814143,0.00007930665,0.00002950428,0.00003943672,0.00003659938,0.95088524,0.0017273559,0.028853774,0.00033601676,0.017845891],"study_design_scores_gemma":[0.0000022713396,0.000008076556,0.000081740545,0.0000034635937,0.000002706786,0.000004320938,0.0000026408954,0.99113727,0.0002379497,0.008301773,0.000214861,0.0000028855138],"about_ca_topic_score_codex":0.006411301,"about_ca_topic_score_gemma":0.0026303364,"teacher_disagreement_score":0.006411301,"about_ca_system_score_codex":0.00080447947,"about_ca_system_score_gemma":0.0009249199,"threshold_uncertainty_score":0.012748003},"labels":[],"label_agreement":null},{"id":"W2558179769","doi":"10.1115/pvp2016-64034","title":"Allowable Piping Imposed Nozzle Loads on Pumps of Large Diameter Nozzles","year":2016,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Amec Foster Wheeler (Canada)","funders":"","keywords":"Nozzle; Piping; Moment (physics); NPSH; Mechanical engineering; Mechanics; Structural engineering; Suction; Stress (linguistics); Flow (mathematics); Engineering; Marine engineering; Physics; Impeller","score_opus":0.0091879991309464,"score_gpt":0.21009652720337704,"score_spread":0.20090852807243065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558179769","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64986426,0.0005879194,0.27327907,0.00014221626,0.00010106586,0.00032195143,0.0019069692,0.0013347152,0.07246189],"genre_scores_gemma":[0.9773989,0.00040467872,0.014245963,0.000025889449,0.000033901244,0.00015352477,0.000841939,0.00019388387,0.006701368],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970663,0.00023995138,0.00025478803,0.00022129953,0.0018778107,0.00033974476],"domain_scores_gemma":[0.9966253,0.0017020954,0.00033360053,0.00038749375,0.0008350224,0.00011658597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017335288,0.00069515925,0.00056361733,0.0009218077,0.00081940286,0.0012795043,0.0008895607,0.0005557686,0.006123135],"category_scores_gemma":[0.00568055,0.00045999838,0.0005200263,0.0007285498,0.0007342261,0.0011307605,0.0012821845,0.00044316272,0.00085940043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015068016,0.00026873592,0.034154296,0.0010997684,0.00007823727,0.0016560535,0.0014190936,0.24669641,0.41145042,0.030502388,0.003988336,0.26717958],"study_design_scores_gemma":[0.00018494796,0.0015883694,0.21385407,0.000337167,0.0001188973,0.0013761603,0.00089046353,0.32859382,0.398735,0.023112727,0.03093677,0.0002716868],"about_ca_topic_score_codex":0.0013481509,"about_ca_topic_score_gemma":0.001786778,"teacher_disagreement_score":0.006123135,"about_ca_system_score_codex":0.0005986625,"about_ca_system_score_gemma":0.0009107583,"threshold_uncertainty_score":0.020483911},"labels":[],"label_agreement":null},{"id":"W2560058387","doi":"10.1115/1.4035348","title":"Fault-Tolerant Actuating Pressure Controller Design for an Electrohydrostatic Actuator Experiencing a Leaky Piston Seal","year":2016,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Quantitative feedback theory; Actuator; Control theory (sociology); Leakage (economics); Hydraulic cylinder; Controller (irrigation); Parametric statistics; Engineering; Electro-hydraulic actuator; Plant; Pneumatic actuator; Fault detection and isolation; Control engineering; Piston (optics); Computer science; Robust control; Control system; Mechanical engineering","score_opus":0.02320462357204578,"score_gpt":0.23008497989928936,"score_spread":0.20688035632724358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560058387","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068706304,0.0003202536,0.92681855,0.00013512136,0.000069025875,0.00008663599,0.000036627738,0.0006267152,0.0032006826],"genre_scores_gemma":[0.9724673,0.00009713771,0.026213838,0.000039499024,0.000013915031,0.00008398891,0.000026620071,0.000016054439,0.0010415926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999577,0.000048347716,0.000026756938,0.00012611564,0.00017432494,0.000047445108],"domain_scores_gemma":[0.99947685,0.00014182104,0.0001564443,0.000045549514,0.00015972323,0.000019547324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489297,0.0006137962,0.0004826988,0.00023238464,0.00032644477,0.00080612086,0.0009135903,0.0007784835,0.00081266277],"category_scores_gemma":[0.00092346035,0.00026591623,0.00040295112,0.00014485285,0.00047375922,0.00033094906,0.0004460891,0.000560512,0.00017458279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029027349,0.00008807451,0.0007323164,0.0003913338,0.00008085178,0.00045499692,0.00036128043,0.799414,0.12249941,0.004900575,0.00075154257,0.070035376],"study_design_scores_gemma":[0.000018950244,0.00027399088,0.0003194638,0.000010316303,0.000017847735,0.000057454785,0.00001451877,0.98764473,0.010684108,0.0002814219,0.00066835847,0.000008928366],"about_ca_topic_score_codex":0.002998782,"about_ca_topic_score_gemma":0.0015197123,"teacher_disagreement_score":0.002998782,"about_ca_system_score_codex":0.00042463496,"about_ca_system_score_gemma":0.00067759934,"threshold_uncertainty_score":0.0059626102},"labels":[],"label_agreement":null},{"id":"W2561968658","doi":"10.1088/1755-1315/49/6/062006","title":"Method for experimental investigation of transient operation on Laval test stand for model size turbines","year":2016,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transient (computer programming); Turbine; Acceleration; Engineering; Stress (linguistics); Simulation; Automotive engineering; Marine engineering; Computer science; Mechanical engineering","score_opus":0.020536030143171003,"score_gpt":0.22965533339187527,"score_spread":0.20911930324870426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561968658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5193801,0.0006132938,0.451044,0.00015632831,0.0005693016,0.002412213,0.0034577372,0.0030223574,0.019344706],"genre_scores_gemma":[0.8335631,0.0002875914,0.15090173,0.00007117844,0.000035013923,0.0032097755,0.001368698,0.00037420169,0.010188725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991092,0.000070593305,0.00005827573,0.0002251162,0.00044004127,0.00009668498],"domain_scores_gemma":[0.99861836,0.00029725477,0.000101964346,0.00036574574,0.00054686295,0.0000697096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083875266,0.0006432664,0.00030735135,0.00076523464,0.00069690606,0.00035181557,0.0008921866,0.0005243202,0.014693904],"category_scores_gemma":[0.0010352683,0.0002468313,0.00030371753,0.0006091705,0.00044852844,0.0003828424,0.00050858926,0.000685524,0.0022767987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034925228,0.00046190264,0.0032783698,0.0002956387,0.000010319285,0.00014808454,0.00043386215,0.0013635613,0.95079654,0.0013199424,0.0009646219,0.040577933],"study_design_scores_gemma":[0.00009211581,0.006255905,0.02949616,0.000052046078,0.000049121216,0.00032122128,0.0005055467,0.011059133,0.92850345,0.0006413162,0.02294694,0.00007710229],"about_ca_topic_score_codex":0.00088515185,"about_ca_topic_score_gemma":0.001999891,"teacher_disagreement_score":0.014693904,"about_ca_system_score_codex":0.00036555273,"about_ca_system_score_gemma":0.00042731725,"threshold_uncertainty_score":0.04915607},"labels":[],"label_agreement":null},{"id":"W2562278135","doi":"10.1088/1755-1315/49/7/072006","title":"Hydrodynamic damping and stiffness prediction in Francis turbine runners using CFD","year":2016,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Computational fluid dynamics; Francis turbine; Vibration; Turbine; Rotor (electric); Finite element method; Stator; Modal; Stiffness; Modal analysis; Dynamic mode decomposition; Amplitude; Work (physics); Engineering; Mechanics; Structural engineering; Control theory (sociology); Mechanical engineering; Computer science; Acoustics; Physics; Materials science","score_opus":0.009143164759627662,"score_gpt":0.1835427588651115,"score_spread":0.17439959410548384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562278135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535181,0.00010519451,0.04332662,0.0000339532,0.000010537096,0.000012656085,0.00006347632,0.00020137404,0.0027280278],"genre_scores_gemma":[0.99551207,0.000042297997,0.003917794,0.0000021355868,0.0000019334493,0.00000700558,0.000037657373,0.000015660637,0.00046359134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999378,0.000011496852,0.0000032530052,0.00001120513,0.000022698756,0.000013680808],"domain_scores_gemma":[0.9997626,0.00013974191,0.000025092577,0.000016682567,0.000037451173,0.000018471359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014634347,0.00028690058,0.00027601153,0.0004323594,0.00019621463,0.0003739792,0.00032164992,0.0004764096,0.00056058785],"category_scores_gemma":[0.000684858,0.00016355325,0.00020966427,0.00016217286,0.0003843221,0.0002743945,0.00021325445,0.00024073856,0.00017157532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012365298,0.000049272563,0.008122623,0.000075235075,0.0000136685685,0.00034528947,0.00021255654,0.9044516,0.061295763,0.0016153663,0.00031668958,0.023378173],"study_design_scores_gemma":[0.0000026537266,0.00002559958,0.00194008,0.0000039273355,0.0000024178821,0.000017510522,0.00001994907,0.9913994,0.0063002445,0.00011425286,0.00016570544,0.000008187581],"about_ca_topic_score_codex":0.006331114,"about_ca_topic_score_gemma":0.0041258214,"teacher_disagreement_score":0.006331114,"about_ca_system_score_codex":0.00021773494,"about_ca_system_score_gemma":0.00026284557,"threshold_uncertainty_score":0.012588501},"labels":[],"label_agreement":null},{"id":"W2562704429","doi":"10.1139/tcsme-2014-0020","title":"DISTURBANCE COMPENSATION TECHNIQUES FOR CONTROLLING PNEUMATIC ACTUATOR SYSTEMS","year":2014,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"Disturbance (geology); Control theory (sociology); Actuator; Compensation (psychology); Nonlinear system; Pneumatic actuator; Pneumatic cylinder; Computer science; Integral sliding mode; Cylinder; Control engineering; Engineering; Sliding mode control; Control (management); Physics; Artificial intelligence; Geology; Mechanical engineering","score_opus":0.009148641742049317,"score_gpt":0.19228362456713818,"score_spread":0.18313498282508886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562704429","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018283458,0.0007792978,0.9785857,0.00004619135,0.00007034358,0.000043392552,0.000013185718,0.0007591099,0.0014193468],"genre_scores_gemma":[0.87453043,0.0007639775,0.122071385,0.00007102805,0.000046808713,0.000070532464,0.00006785888,0.000040532905,0.002337479],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969316,0.000035548434,0.000022696406,0.000041862928,0.00018689498,0.000019940424],"domain_scores_gemma":[0.99964726,0.00012105666,0.00006239003,0.000037713748,0.0001219611,0.000009671782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200077,0.0004994508,0.00031288774,0.0002603053,0.00022801764,0.0003918206,0.0005097888,0.0003388945,0.00096693385],"category_scores_gemma":[0.00090512866,0.00012749023,0.00017539035,0.0002442461,0.00023982194,0.0004045104,0.0002670583,0.00045376775,0.00023299363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046207136,0.00009244229,0.0009803895,0.00091328245,0.00006608551,0.00024117337,0.0003160985,0.11579062,0.2583195,0.0055506337,0.0009262104,0.6163415],"study_design_scores_gemma":[0.00008167973,0.0007281369,0.0024548646,0.00006639471,0.00005461813,0.000329559,0.000072562434,0.8452166,0.13261345,0.001965827,0.016379425,0.000036843023],"about_ca_topic_score_codex":0.0012462728,"about_ca_topic_score_gemma":0.0011912,"teacher_disagreement_score":0.0012462728,"about_ca_system_score_codex":0.00018847028,"about_ca_system_score_gemma":0.00020174685,"threshold_uncertainty_score":0.003234744},"labels":[],"label_agreement":null},{"id":"W2566107055","doi":"10.1088/1755-1315/49/6/062015","title":"Numerical model validation using experimental data: Application of the area metric on a Francis runner","year":2016,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada); Hydro-Québec; École de Technologie Supérieure","funders":"Hydro-Québec; Mitacs; École de technologie supérieure","keywords":"Metric (unit); Model validation; Computer science; Engineering; Data science; Operations management","score_opus":0.03203783951439471,"score_gpt":0.2275514758074278,"score_spread":0.1955136362930331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566107055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5752567,0.0007689478,0.40879518,0.00021870017,0.00022264614,0.00064404955,0.0010010456,0.002427893,0.010664862],"genre_scores_gemma":[0.87424546,0.00022865189,0.12274868,0.000040962394,0.000013977349,0.00034746667,0.0007196234,0.00020536922,0.0014497432],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99619836,0.001193025,0.0004003499,0.00051212613,0.0015173029,0.00017880475],"domain_scores_gemma":[0.9887748,0.004907772,0.0006768276,0.002037977,0.003487283,0.00011537621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006463998,0.0011299736,0.0009481139,0.002424558,0.0007520198,0.0015435059,0.0015946135,0.0017498162,0.0024345603],"category_scores_gemma":[0.016855823,0.00038804443,0.00090425677,0.0016406297,0.0012019594,0.0010331244,0.0011930714,0.00090211094,0.0006381165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010361031,0.00068446255,0.017709984,0.0011364426,0.00013958207,0.00093413575,0.0015586595,0.6961699,0.1178475,0.008353782,0.0023275733,0.1521018],"study_design_scores_gemma":[0.00003360382,0.00092497404,0.01016968,0.0001241142,0.000053434236,0.00019525088,0.00055449,0.89005667,0.0914771,0.0012312874,0.0050578704,0.00012142575],"about_ca_topic_score_codex":0.006428319,"about_ca_topic_score_gemma":0.004250024,"teacher_disagreement_score":0.006463998,"about_ca_system_score_codex":0.0007864412,"about_ca_system_score_gemma":0.00079445326,"threshold_uncertainty_score":0.03418535},"labels":[],"label_agreement":null},{"id":"W2587324419","doi":"10.1115/imece2016-66311","title":"Identification of Non-Linear Damping of Nuclear Reactor Components in Case of One-to-One Internal Resonance","year":2016,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Vibration; Excitation; Displacement (psychology); Resonance (particle physics); Harmonic; Structural engineering; Nuclear reactor core; Nuclear reactor; Fluid–structure interaction; Mechanics; Engineering; Mechanical engineering; Acoustics; Nuclear engineering; Physics; Finite element method","score_opus":0.03166035292966093,"score_gpt":0.25346943906680647,"score_spread":0.22180908613714553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587324419","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42223033,0.00017136887,0.57569265,0.000040363433,0.000013378366,0.00004963073,0.000035562018,0.000446127,0.0013205612],"genre_scores_gemma":[0.97236687,0.000054931013,0.027150627,0.000004498494,0.000003313614,0.00002518129,0.000027221678,0.000024549667,0.0003427727],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971586,0.00006860476,0.00001309698,0.000067193694,0.00010974819,0.000025478566],"domain_scores_gemma":[0.99923694,0.0004899518,0.00013629919,0.000072976574,0.000048243495,0.000015578085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115114,0.00048315982,0.00033195043,0.00046559662,0.0001548673,0.00033438666,0.00043199764,0.00058208196,0.0007219494],"category_scores_gemma":[0.0012928427,0.00020586957,0.00030726404,0.00017708454,0.0005367095,0.00032812066,0.00037349283,0.00034749604,0.000223169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005510514,0.0001829332,0.013781719,0.0007463536,0.000083133826,0.0012924139,0.0011086065,0.23167022,0.5533473,0.0040087835,0.0002732133,0.19295433],"study_design_scores_gemma":[0.0000100382,0.00025863145,0.010914007,0.000020091235,0.000021303667,0.00037595537,0.00010666279,0.9234877,0.06332845,0.00093675515,0.0005208092,0.00001963773],"about_ca_topic_score_codex":0.00034280436,"about_ca_topic_score_gemma":0.00050945237,"teacher_disagreement_score":0.0007219494,"about_ca_system_score_codex":0.000097385644,"about_ca_system_score_gemma":0.00013440053,"threshold_uncertainty_score":0.0024151802},"labels":[],"label_agreement":null},{"id":"W2589840366","doi":"10.3390/act6010010","title":"Design, Implementation and Evaluation of a Pump-Controlled Circuit for Single Rod Actuators","year":2017,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bandwidth throttling; Electronic circuit; Actuator; Compensation (psychology); Flow control valve; Check valve; Hydraulic circuit; Flow control (data); Engineering; Computer science; Control valves; Automotive engineering; Mechanical engineering; Control engineering; Control theory (sociology); Electrical engineering; Control (management)","score_opus":0.07700459458938978,"score_gpt":0.31734692343184456,"score_spread":0.24034232884245477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589840366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53264093,0.0016651377,0.45064014,0.00048658048,0.0003902317,0.0016190087,0.0005999297,0.0040613525,0.007896686],"genre_scores_gemma":[0.9001806,0.0003392397,0.09463551,0.00006476699,0.000034872955,0.00026469154,0.00016428255,0.0001138877,0.004202159],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934965,0.00006549082,0.00004062356,0.00011908916,0.00036185308,0.000063391315],"domain_scores_gemma":[0.9989182,0.0001978233,0.00021870455,0.0001094194,0.00048332996,0.00007248684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005221718,0.00044870318,0.00038625777,0.0004113082,0.00031288774,0.0006512748,0.0019014248,0.00060058816,0.0025962023],"category_scores_gemma":[0.0011067189,0.00020660854,0.00023530358,0.00017377514,0.00032247862,0.00074385345,0.00024335625,0.00036552592,0.0004332057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044186652,0.00031427643,0.0019557332,0.001062708,0.00006676272,0.00023863275,0.00019513615,0.011266887,0.89021266,0.0029167656,0.0015625213,0.08976603],"study_design_scores_gemma":[0.00014347136,0.005337198,0.0052174963,0.00006753069,0.000102390426,0.0005944747,0.00006172757,0.079754844,0.88608843,0.0001939023,0.022372752,0.00006578289],"about_ca_topic_score_codex":0.0009427916,"about_ca_topic_score_gemma":0.0009171334,"teacher_disagreement_score":0.0025962023,"about_ca_system_score_codex":0.00060860324,"about_ca_system_score_gemma":0.0010412664,"threshold_uncertainty_score":0.008685172},"labels":[],"label_agreement":null},{"id":"W2594261182","doi":"10.2495/eres130221","title":"The effects of measurement errors in the restoring force feedback during real-time hybrid simulations","year":2013,"lang":"en","type":"article","venue":"WIT transactions on the built environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Computer science; Restoring force; Control theory (sociology); Simulation; Real-time computing; Engineering; Artificial intelligence; Mechanical engineering","score_opus":0.010443438778567715,"score_gpt":0.17997046753434193,"score_spread":0.16952702875577422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594261182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8692931,0.00021083094,0.12677002,0.0001842924,0.000103740436,0.00004459706,0.0001356423,0.0012499256,0.0020078882],"genre_scores_gemma":[0.99247134,0.000017173952,0.0071562435,0.000018426243,0.0000026923954,0.000013156102,0.000028968292,0.00007003741,0.00022195357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99757224,0.000612739,0.00018794328,0.0002623039,0.0011867692,0.00017794281],"domain_scores_gemma":[0.9868832,0.008734666,0.0010835147,0.0017341088,0.0013916213,0.00017284545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023705165,0.0005453793,0.0004895964,0.00046782836,0.00041759212,0.0008449833,0.00071557023,0.0007407954,0.0009925928],"category_scores_gemma":[0.014317206,0.00034699697,0.00021340395,0.00045563807,0.0007577896,0.0007359851,0.00082077057,0.00065884687,0.00013103767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021155518,0.00022875103,0.013094581,0.00030608813,0.00008231999,0.0005739621,0.0009903782,0.82320476,0.10012022,0.002280661,0.00062177423,0.056381024],"study_design_scores_gemma":[0.000043083415,0.00039469433,0.0070546614,0.000029957471,0.000028255601,0.00012170602,0.00015035926,0.8692656,0.121494405,0.0004674389,0.00088851847,0.00006136904],"about_ca_topic_score_codex":0.0043479395,"about_ca_topic_score_gemma":0.0031158228,"teacher_disagreement_score":0.0043479395,"about_ca_system_score_codex":0.0006000237,"about_ca_system_score_gemma":0.0005141395,"threshold_uncertainty_score":0.012536645},"labels":[],"label_agreement":null},{"id":"W2595191995","doi":"10.4271/2017-01-0411","title":"Effects of Entrapped Gas within the Fluid on the Stiffness and Damping Characteristics of a Hydro-Pneumatic Suspension Strut","year":2017,"lang":"en","type":"article","venue":"SAE International journal of commercial vehicles","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Concordia University","funders":"China Scholarship Council; Concordia University","keywords":"Suspension (topology); Stiffness; Materials science; Composite material; Mathematics","score_opus":0.014123495777343086,"score_gpt":0.24481972724980477,"score_spread":0.23069623147246168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595191995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967728,0.00013908464,0.0028261505,0.000012233269,0.0000072216712,0.0000060246284,0.000019637913,0.000026254085,0.0001905456],"genre_scores_gemma":[0.9985178,0.000057488203,0.0010377421,0.000005081749,0.0000018642065,0.000005368861,0.000020727317,0.0000057963766,0.00034813173],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997532,0.00004636425,0.000018451767,0.000041735406,0.000105739564,0.000034566325],"domain_scores_gemma":[0.9993824,0.0003077257,0.00014624116,0.000030066074,0.00009272704,0.00004082405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028317,0.00025014288,0.00020051279,0.00021590125,0.00014104063,0.000230766,0.00022851517,0.0002164458,0.00072549126],"category_scores_gemma":[0.00066346145,0.00014803397,0.00017894724,0.00012252167,0.00026819628,0.0002561976,0.00022610754,0.00022166333,0.00016726728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017684,0.000021513668,0.00056386885,0.000063174084,0.0000057529783,0.0000844792,0.000069778376,0.0017495544,0.9931034,0.000020212397,0.0000119183915,0.0041294424],"study_design_scores_gemma":[0.000006225982,0.000988726,0.00548697,0.0000065738786,0.00002013843,0.000067601184,0.000073663876,0.013424194,0.97953004,0.000013925106,0.00037148653,0.00001052388],"about_ca_topic_score_codex":0.0004230905,"about_ca_topic_score_gemma":0.000832284,"teacher_disagreement_score":0.00072549126,"about_ca_system_score_codex":0.00015377045,"about_ca_system_score_gemma":0.00012688238,"threshold_uncertainty_score":0.002426982},"labels":[],"label_agreement":null},{"id":"W2596208119","doi":"10.1149/ma2012-02/5/471","title":"Dynamic Response Analysis of a Molten Carbonate Fuel cell Using a Sinusoidal Impedance Approach","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electrical impedance; Carbonate; Materials science; Fuel cells; Computer science; Electrical engineering; Engineering; Metallurgy; Chemical engineering","score_opus":0.014501414742769659,"score_gpt":0.23530239554279522,"score_spread":0.22080098080002555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596208119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88301677,0.00031792946,0.10618531,0.0002273685,0.00003675699,0.00008336746,0.00024248373,0.00044001522,0.009450029],"genre_scores_gemma":[0.99706537,0.00006833965,0.0015449232,0.000009137179,0.0000017907371,0.000009435608,0.000042129348,0.000008745556,0.0012502177],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993396,0.000009918755,0.0000030114975,0.000008472745,0.000034738947,0.000009977671],"domain_scores_gemma":[0.9999198,0.00004382078,0.0000056508416,0.000007232763,0.000019237656,0.000004360411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011021887,0.00021841485,0.00023268483,0.00023872736,0.00013501273,0.00024207884,0.00024687484,0.00035054635,0.0032380493],"category_scores_gemma":[0.00033675047,0.000066404114,0.0002315528,0.00019957095,0.00016333413,0.00021236553,0.00014784904,0.00016092147,0.00025938914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012625577,0.00012748243,0.0025226942,0.0005300974,0.0000756671,0.0005861659,0.00022274864,0.30711594,0.6193299,0.0022720133,0.00059797184,0.06535669],"study_design_scores_gemma":[0.00002916709,0.00037511426,0.003346783,0.000010166358,0.000017197444,0.000089434136,0.00009489097,0.9213777,0.073124714,0.00032654704,0.001193396,0.000014924393],"about_ca_topic_score_codex":0.0026741556,"about_ca_topic_score_gemma":0.0022873986,"teacher_disagreement_score":0.0032380493,"about_ca_system_score_codex":0.00019994845,"about_ca_system_score_gemma":0.0001389751,"threshold_uncertainty_score":0.010832369},"labels":[],"label_agreement":null},{"id":"W2606646524","doi":"10.7712/120113.4640.c1291","title":"ROBUSTNESS, REPEATABILITY AND RESILIENCE OF INTERCONTINENTAL DISTRIBUTED COMPUTING FOR THE PURPOSES OF SEISMIC ASSESSMENT OF BRIDGES","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Toronto; European Commission","keywords":"Robustness (evolution); Resilience (materials science); Repeatability; Computer science; Reliability engineering; Engineering; Mathematics; Statistics; Physics","score_opus":0.009448270822570623,"score_gpt":0.2458132374914096,"score_spread":0.23636496666883897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606646524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59609145,0.0009379662,0.39512506,0.0013709061,0.00014145595,0.00009976855,0.0002554446,0.0007336844,0.0052443664],"genre_scores_gemma":[0.993248,0.000067026966,0.0063778325,0.000023913632,0.000027179687,0.000027947819,0.000044383356,0.000022284154,0.00016142942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971288,0.0010579749,0.00017186956,0.0005069628,0.0008821101,0.00025231743],"domain_scores_gemma":[0.9813735,0.010688338,0.002039027,0.0028147132,0.002536618,0.00054773263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00550958,0.0005634041,0.00066147925,0.00096669764,0.0008622445,0.0017630609,0.0012033129,0.0009532225,0.0007856042],"category_scores_gemma":[0.030667467,0.0002983789,0.0005459972,0.000943421,0.001547525,0.001830175,0.002447507,0.001202031,0.000109093766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046923195,0.00008496012,0.011971384,0.0001081807,0.00011773965,0.0002124934,0.00023111432,0.93018323,0.005924516,0.01633033,0.00064186973,0.03372497],"study_design_scores_gemma":[0.00001077533,0.000084828775,0.0032144326,0.00001575884,0.000023845434,0.000048370774,0.00007506165,0.9852115,0.0022884675,0.008702439,0.00031175456,0.000012758064],"about_ca_topic_score_codex":0.003188108,"about_ca_topic_score_gemma":0.0020514121,"teacher_disagreement_score":0.00550958,"about_ca_system_score_codex":0.0011840853,"about_ca_system_score_gemma":0.0015309213,"threshold_uncertainty_score":0.02913779},"labels":[],"label_agreement":null},{"id":"W2607399548","doi":"10.1109/tie.2017.2694414","title":"High-Precision Hydraulic Pressure Control Based on Linear Pressure-Drop Modulation in Valve Critical Equilibrium State","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Robustness (evolution); Electromagnetic coil; Control valves; Pressure drop; Sliding mode control; Hydraulic machinery; Linear motor; Actuator; Engineering; Control engineering; Mechanics; Computer science; Mechanical engineering; Nonlinear system; Physics","score_opus":0.022550169763182953,"score_gpt":0.26084241332802677,"score_spread":0.23829224356484383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607399548","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08453778,0.0005854002,0.90963167,0.00011636949,0.0001249581,0.00010394005,0.000027313316,0.001147971,0.0037244933],"genre_scores_gemma":[0.97304565,0.000112388014,0.02590148,0.000026807204,0.00002792348,0.000047762216,0.0000146406755,0.000011669158,0.00081171416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976724,0.000030007888,0.000018291485,0.000047097823,0.0001191412,0.0000182481],"domain_scores_gemma":[0.99973136,0.00011291582,0.000048682134,0.000031857027,0.00006435314,0.000010837722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023817626,0.0003185263,0.00027395587,0.00023012221,0.00019814698,0.0003722434,0.00060828956,0.00028377998,0.0008480771],"category_scores_gemma":[0.00064355833,0.00012022059,0.0001358239,0.00016954214,0.00039899757,0.00049065717,0.0003441364,0.00037290243,0.00015406031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042184565,0.00016434959,0.0011734744,0.0007118689,0.000039063303,0.0002141604,0.00044388356,0.03657815,0.55227596,0.006690538,0.0011702211,0.40011656],"study_design_scores_gemma":[0.00012088057,0.00095158676,0.0027134826,0.00003197239,0.00002858578,0.00026675375,0.000043728927,0.7741,0.21317568,0.0019364274,0.00658694,0.00004395487],"about_ca_topic_score_codex":0.0004467359,"about_ca_topic_score_gemma":0.00043594814,"teacher_disagreement_score":0.0008480771,"about_ca_system_score_codex":0.00018202854,"about_ca_system_score_gemma":0.00020163877,"threshold_uncertainty_score":0.0028371215},"labels":[],"label_agreement":null},{"id":"W2611256391","doi":"10.1007/s10518-017-0147-1","title":"Comparison of online model updating methods in pseudo-dynamic hybrid simulations of TADAS frames","year":2017,"lang":"en","type":"article","venue":"Bulletin of Earthquake Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Weighting; Basis (linear algebra); Component (thermodynamics); Moment (physics); Stiffness; Computer simulation; Frame (networking); Computer science; Online model; Structural engineering; Algorithm; Mathematics; Engineering; Simulation; Statistics","score_opus":0.027350377183595488,"score_gpt":0.3317798006777491,"score_spread":0.3044294234941536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611256391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5656151,0.00084950624,0.4108482,0.00047383326,0.00038101777,0.00017202747,0.0004850946,0.0025079178,0.018667158],"genre_scores_gemma":[0.9642374,0.00011040599,0.0338379,0.00005324028,0.000024865703,0.00006960629,0.00019119246,0.00020405505,0.0012714071],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999658,0.0001371382,0.000029264334,0.000048928305,0.00008093592,0.000045708694],"domain_scores_gemma":[0.9966434,0.002129152,0.00019528647,0.00035977835,0.000535295,0.00013694582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008457236,0.00076633476,0.00111914,0.0005420514,0.0005570045,0.0011238754,0.0014320401,0.001407433,0.00393738],"category_scores_gemma":[0.0047985655,0.0004480693,0.0005035714,0.00044344392,0.00039384974,0.0010516238,0.0008520165,0.00094686233,0.000475478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040202556,0.0001954322,0.0015178045,0.000108315406,0.00005606664,0.000057030276,0.00008774117,0.9595813,0.0017856124,0.0019264384,0.00048303235,0.033799116],"study_design_scores_gemma":[0.0000142734425,0.000027430675,0.00014942193,0.0000036405281,0.000005323067,0.000004428678,0.000010930602,0.9991768,0.00032875384,0.0001484521,0.00012695105,0.0000035215821],"about_ca_topic_score_codex":0.0127231395,"about_ca_topic_score_gemma":0.009571488,"teacher_disagreement_score":0.0127231395,"about_ca_system_score_codex":0.0004634455,"about_ca_system_score_gemma":0.0008206204,"threshold_uncertainty_score":0.025298178},"labels":[],"label_agreement":null},{"id":"W2613226377","doi":"10.1016/s1474-6670(17)31326-5","title":"Flatness-based automotive solenoid valve control","year":2004,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Camshaft; Solenoid; Engineering; Flatness (cosmology); Armature (electrical engineering); Control engineering; Computer science; Mechanical engineering; Magnet; Physics; Control (management)","score_opus":0.0054202224927706955,"score_gpt":0.19331868022381207,"score_spread":0.18789845773104139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613226377","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120762244,0.00029896796,0.86718863,0.00007095466,0.00011819649,0.000067188834,0.00007146739,0.0017410754,0.009681294],"genre_scores_gemma":[0.9871952,0.000040189338,0.010894335,0.00002500351,0.000010636843,0.00001366899,0.000043406206,0.00003442645,0.0017430721],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997807,0.00002254681,0.000010706655,0.000047604313,0.000094649644,0.000043748878],"domain_scores_gemma":[0.9997391,0.00006995015,0.000021331169,0.000042603362,0.00010738324,0.000019623607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621566,0.00059483247,0.00054176344,0.0003684226,0.00047323457,0.000650446,0.0008008696,0.0003094312,0.0019129971],"category_scores_gemma":[0.0005429061,0.0002623231,0.00020472873,0.0002236299,0.00037873085,0.00047752145,0.00058314565,0.00044559373,0.00034667045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014019752,0.00017958754,0.0010064063,0.0002129727,0.00004953568,0.00021600936,0.00021858001,0.4824287,0.17898332,0.01727683,0.0024096046,0.31561652],"study_design_scores_gemma":[0.00002015339,0.00019800839,0.00086248515,0.00000478768,0.000009130615,0.00003007002,0.00001561256,0.97871083,0.017275987,0.0021826816,0.0006770547,0.0000131600655],"about_ca_topic_score_codex":0.0045973035,"about_ca_topic_score_gemma":0.004834131,"teacher_disagreement_score":0.0045973035,"about_ca_system_score_codex":0.00040149636,"about_ca_system_score_gemma":0.00039850568,"threshold_uncertainty_score":0.0091410875},"labels":[],"label_agreement":null},{"id":"W2618151992","doi":"10.1007/s12239-017-0060-2","title":"Design and validation of an electro-hydraulic brake system using hardware-in-the-loop real-time simulation","year":2017,"lang":"en","type":"article","venue":"International Journal of Automotive Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Booster (rocketry); Brake; MATLAB; Automotive engineering; Hardware-in-the-loop simulation; Ball screw; Computer science; Simulation; Engineering; Mechanical engineering","score_opus":0.02125565131958053,"score_gpt":0.29094455398535984,"score_spread":0.26968890266577933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618151992","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24447283,0.00021032472,0.73923796,0.0002738282,0.00021860863,0.0006644197,0.00022968027,0.0041870293,0.010505295],"genre_scores_gemma":[0.95856255,0.000059187707,0.03796184,0.00003026866,0.0000059319505,0.00022660356,0.00009219195,0.000061129154,0.0030002708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939954,0.00016462451,0.00004337375,0.00007572911,0.00024664303,0.00007016031],"domain_scores_gemma":[0.9989434,0.00036000676,0.00011702866,0.00013532519,0.00038101833,0.0000631774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010104819,0.0006834167,0.0006729314,0.00038406265,0.0005195504,0.00077382947,0.0011957979,0.0009236535,0.0039920434],"category_scores_gemma":[0.0015109429,0.0003744615,0.00046693554,0.00012233407,0.0005068663,0.0005017873,0.0005268935,0.0005209883,0.00068182027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005939914,0.00025006672,0.0023393058,0.0006615321,0.00011205252,0.00023595843,0.00027179948,0.8811677,0.07343877,0.0023080986,0.0006254247,0.03799524],"study_design_scores_gemma":[0.00014614113,0.0005468236,0.00094112905,0.00002863995,0.00004749067,0.00005596889,0.00003403953,0.96084243,0.033904847,0.00024537556,0.0031855144,0.000021512036],"about_ca_topic_score_codex":0.003855014,"about_ca_topic_score_gemma":0.002572567,"teacher_disagreement_score":0.0039920434,"about_ca_system_score_codex":0.00039143904,"about_ca_system_score_gemma":0.0014393664,"threshold_uncertainty_score":0.013354719},"labels":[],"label_agreement":null},{"id":"W2620392749","doi":"10.1007/978-3-319-56136-3_3","title":"Multi-platform Hybrid (Experiment-Analysis) Simulations","year":2017,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Substructure; Compatibility (geochemistry); Computer science; Structural engineering; Computer simulation; Section (typography); Interface (matter); Engineering; Simulation","score_opus":0.02128071599246756,"score_gpt":0.24094786468099222,"score_spread":0.21966714868852466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620392749","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34448823,0.0007136642,0.5754003,0.00067654194,0.00072525477,0.00041631676,0.0050293133,0.007984132,0.06456625],"genre_scores_gemma":[0.9078873,0.0001483033,0.08288907,0.00013922229,0.00007226223,0.00044315064,0.0014984361,0.0006637432,0.006258551],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997062,0.00007233249,0.000016757731,0.000058621685,0.00008815512,0.000057826608],"domain_scores_gemma":[0.9990576,0.00049932936,0.000063753236,0.00014167708,0.00017308386,0.00006468288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502321,0.0010268027,0.0010393779,0.00046797394,0.0004935302,0.0011375893,0.0017751541,0.0016102163,0.011446357],"category_scores_gemma":[0.0014585521,0.00059553277,0.0008294979,0.0004996255,0.00054488203,0.0011940793,0.0013904215,0.0011613618,0.0012879813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008593985,0.00007836204,0.0003979052,0.000079412726,0.000028416302,0.000050158116,0.000024923684,0.98985076,0.0019973137,0.0015139674,0.0010045231,0.004888384],"study_design_scores_gemma":[0.000026439408,0.000030872674,0.00012629184,0.00000547332,0.0000065083873,0.000009701863,0.000008832155,0.9971909,0.0009624554,0.0009349715,0.000689536,0.000007922411],"about_ca_topic_score_codex":0.0044378927,"about_ca_topic_score_gemma":0.0038555814,"teacher_disagreement_score":0.011446357,"about_ca_system_score_codex":0.00047537623,"about_ca_system_score_gemma":0.0007290856,"threshold_uncertainty_score":0.03829187},"labels":[],"label_agreement":null},{"id":"W2625735129","doi":"10.1061/9780784480847.019","title":"Error Quantification and Visualization in Using Sensors to Position Backhoe Excavator","year":2017,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Drainage Services Department; National Science Council","keywords":"Excavator; Visualization; Computer science; Position (finance); Computer vision; Artificial intelligence; Engineering; Mechanical engineering","score_opus":0.046053583845422345,"score_gpt":0.3154707510276365,"score_spread":0.26941716718221415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625735129","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003914755,0.00010346673,0.9950073,0.000049385348,0.000016581647,0.00001198633,0.000011223129,0.00019563323,0.0006895776],"genre_scores_gemma":[0.4149056,0.0007355013,0.58099365,0.000059308008,0.000052280167,0.000108354405,0.00006269194,0.00024098261,0.0028416647],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975472,0.00074780575,0.00011797966,0.00029531293,0.0012049027,0.00008684445],"domain_scores_gemma":[0.99407506,0.0039289854,0.0006192507,0.0006060462,0.0007226943,0.00004788638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026031868,0.0010954061,0.00066673564,0.0011281908,0.00036937298,0.0018434523,0.0014046204,0.001395206,0.0015898864],"category_scores_gemma":[0.012828555,0.00068900094,0.0006765508,0.0007397781,0.0014025772,0.0044906563,0.001862947,0.0010469999,0.00037392892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020631595,0.000065677435,0.0015381632,0.00037505175,0.00004447273,0.00028673132,0.0009619756,0.672982,0.04597714,0.098738745,0.0009204152,0.17790328],"study_design_scores_gemma":[0.000009742639,0.00011596254,0.00044364214,0.000066506385,0.0000137897305,0.00025039312,0.00012198112,0.94403213,0.03839436,0.012699936,0.0037933628,0.000058166333],"about_ca_topic_score_codex":0.0016656385,"about_ca_topic_score_gemma":0.001004735,"teacher_disagreement_score":0.0026031868,"about_ca_system_score_codex":0.0005739852,"about_ca_system_score_gemma":0.00070113695,"threshold_uncertainty_score":0.013767123},"labels":[],"label_agreement":null},{"id":"W2626257136","doi":"10.4050/f-0071-2015-10245","title":"Design and Testing of the Bell FARDS Tail Rotor Driveshaft","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Rotor (electric); Computer science; Engineering; Mechanical engineering","score_opus":0.04746304903609298,"score_gpt":0.2169009677391759,"score_spread":0.1694379187030829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626257136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8488622,0.0003294124,0.1388324,0.00025625565,0.00014262857,0.0009862221,0.0005369877,0.0015997326,0.008454245],"genre_scores_gemma":[0.9078351,0.00012259098,0.07851037,0.00008708709,0.000022325432,0.00034299976,0.0005685132,0.00014427703,0.012366759],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833626,0.000138272,0.00009035779,0.00022163549,0.0010983237,0.00011523084],"domain_scores_gemma":[0.99815124,0.00021641949,0.00016089404,0.0002364987,0.001030578,0.00020433476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012584147,0.0005353775,0.00037391306,0.0006671046,0.00046319506,0.0004837531,0.0012934931,0.0009340922,0.0035222252],"category_scores_gemma":[0.0016100077,0.00039427576,0.00026130638,0.00013824749,0.0005278111,0.00061596534,0.000536003,0.00038610963,0.00147489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006027868,0.00033217948,0.012978676,0.00038286456,0.000022384478,0.0009336887,0.0005159642,0.011202471,0.87948835,0.0018678538,0.0016602766,0.09001257],"study_design_scores_gemma":[0.0004025785,0.019757852,0.05028083,0.00013918408,0.00006473784,0.0023334022,0.00039903854,0.061566215,0.81359136,0.0006545012,0.050664403,0.00014594659],"about_ca_topic_score_codex":0.00086807285,"about_ca_topic_score_gemma":0.0018630711,"teacher_disagreement_score":0.0035222252,"about_ca_system_score_codex":0.00044905554,"about_ca_system_score_gemma":0.0008991264,"threshold_uncertainty_score":0.011783004},"labels":[],"label_agreement":null},{"id":"W2626298555","doi":"10.1002/eqe.2920","title":"Theory and implementation of switch‐based hybrid simulation technology for earthquake engineering applications","year":2017,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Structural engineering; Displacement (psychology); Stiffness; Nonlinear system; Finite element method; Engineering; Earthquake engineering; Moment (physics); Work (physics); Computer science; Mechanical engineering; Physics","score_opus":0.005296711114836966,"score_gpt":0.24709238213799958,"score_spread":0.24179567102316263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626298555","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062412973,0.00007335802,0.9855693,0.00008891673,0.00004439953,0.0000418292,0.0000325464,0.0008313199,0.0070769954],"genre_scores_gemma":[0.5378573,0.0003398866,0.45234475,0.00014849877,0.000043887198,0.00042149852,0.00019152564,0.00020796874,0.00844478],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999741,0.000056776782,0.000014307186,0.000029827781,0.00013271825,0.00002535834],"domain_scores_gemma":[0.9997328,0.000119018194,0.00002176447,0.000040534935,0.00007026126,0.000015547854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004529147,0.00036614423,0.0002652159,0.00041585576,0.0003632218,0.000722288,0.0010830119,0.00063432014,0.00537346],"category_scores_gemma":[0.0007908986,0.00028383112,0.00043512485,0.00025527182,0.0005458242,0.00054051034,0.0008025178,0.0006837053,0.00078425143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012129517,0.000072104944,0.001190345,0.0001226716,0.000048291982,0.00016631898,0.0001777662,0.7262261,0.026391523,0.14164898,0.0026151217,0.101219475],"study_design_scores_gemma":[0.0000048864927,0.000016338327,0.000051076728,0.000005628863,0.0000024050519,0.0000133744215,0.000005528262,0.9898699,0.00226061,0.0048145372,0.0029517983,0.0000039206107],"about_ca_topic_score_codex":0.0017983768,"about_ca_topic_score_gemma":0.0011312778,"teacher_disagreement_score":0.00537346,"about_ca_system_score_codex":0.00053681823,"about_ca_system_score_gemma":0.00049635355,"threshold_uncertainty_score":0.017975986},"labels":[],"label_agreement":null},{"id":"W2626918537","doi":"10.1002/rnc.3842","title":"Real‐time hybrid control of electrohydraulic active suspension","year":2017,"lang":"en","type":"article","venue":"International Journal of Robust and Nonlinear Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Active suspension; Suspension (topology); Actuator; Position (finance); Computer science; Control engineering; Nonlinear system; Engineering; Control (management); Mathematics; Artificial intelligence","score_opus":0.00833312261204718,"score_gpt":0.2325653312265196,"score_spread":0.2242322086144724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626918537","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1981397,0.00041220195,0.79189664,0.000114909926,0.00017096418,0.00008188187,0.00003202567,0.0010428226,0.008108846],"genre_scores_gemma":[0.98832,0.000042425298,0.009815766,0.000017720984,0.000011496719,0.000042437518,0.000012697558,0.000007674038,0.0017297368],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998049,0.000030309899,0.000013509637,0.00004126705,0.000088114226,0.000021972766],"domain_scores_gemma":[0.99979967,0.00006943741,0.00004129927,0.0000147267765,0.00006320226,0.000011683617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032108923,0.00035101772,0.00023609707,0.0001710242,0.00016323947,0.00046525654,0.00047166934,0.0002986225,0.0011874388],"category_scores_gemma":[0.00029841048,0.00012385621,0.00019000687,0.00008475412,0.00033122304,0.00025218143,0.0004135719,0.00027881272,0.00014699464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092835585,0.00020258148,0.0008909191,0.00046964173,0.00010925928,0.0003308151,0.00028082583,0.40662196,0.3955165,0.008321973,0.0012998871,0.18502726],"study_design_scores_gemma":[0.00007345726,0.0005220385,0.00080491696,0.000012422635,0.000021259606,0.000061960774,0.000018387958,0.9609936,0.034295492,0.00058401516,0.002592277,0.000020189616],"about_ca_topic_score_codex":0.0009658819,"about_ca_topic_score_gemma":0.00087340304,"teacher_disagreement_score":0.0011874388,"about_ca_system_score_codex":0.00018557912,"about_ca_system_score_gemma":0.00018015025,"threshold_uncertainty_score":0.003972411},"labels":[],"label_agreement":null},{"id":"W2679110655","doi":"10.1299/jsmekansai.2012.87._13-11_","title":"1311 Prototype of three-quarter-turn semi-rotary actuator for water hydraulics","year":2012,"lang":"en","type":"article","venue":"The Proceedings of Conference of Kansai Branch","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Hydraulics; Actuator; Hydraulic cylinder; Engineering; Turn (biochemistry); Environmental science; Mechanical engineering; Marine engineering; Electrical engineering; Physics; Aerospace engineering; Geography; Archaeology","score_opus":0.0240232131077211,"score_gpt":0.21818178650983436,"score_spread":0.19415857340211326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2679110655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35049626,0.0014797566,0.5970095,0.0009796809,0.0014042968,0.00057434174,0.00085473416,0.0077092783,0.039492164],"genre_scores_gemma":[0.8731756,0.00032546092,0.092962794,0.00016455754,0.000070582544,0.00020447493,0.0005251859,0.00011693452,0.032454442],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996196,0.000034423447,0.000019319235,0.00006268704,0.00022373945,0.000040168245],"domain_scores_gemma":[0.999627,0.00004463527,0.000025251538,0.00006398696,0.00018555582,0.00005360014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709939,0.00041826785,0.0006070565,0.00025255608,0.0005512786,0.00046422167,0.0014808577,0.0008502946,0.008139886],"category_scores_gemma":[0.00029825149,0.00032827083,0.0003814328,0.00015658351,0.0003087546,0.00056156574,0.00042631858,0.00045984017,0.0017058996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004524612,0.00013969046,0.001257496,0.00054585095,0.000044369306,0.0005286433,0.00037009167,0.0020801702,0.9145431,0.002646121,0.005685316,0.0717068],"study_design_scores_gemma":[0.00036261717,0.004263254,0.020577604,0.000101379475,0.00016786759,0.0048762774,0.00049314,0.08513163,0.7075371,0.001119294,0.1751272,0.00024269949],"about_ca_topic_score_codex":0.0011293574,"about_ca_topic_score_gemma":0.001073677,"teacher_disagreement_score":0.008139886,"about_ca_system_score_codex":0.0002875888,"about_ca_system_score_gemma":0.0007563665,"threshold_uncertainty_score":0.02723062},"labels":[],"label_agreement":null},{"id":"W2703603952","doi":"10.1109/tac.2017.2717898","title":"A Comparative Study of Input–Output Stability Results","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Stability (learning theory); Conic section; Control theory (sociology); Computer science; Mathematics; Mathematical optimization; Mathematical economics; Control (management); Artificial intelligence; Machine learning","score_opus":0.03694051103711879,"score_gpt":0.2736214129432321,"score_spread":0.23668090190611332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2703603952","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059211165,0.0054538227,0.8361202,0.00048423,0.00017724175,0.00006859473,0.00019443729,0.00044181128,0.0978485],"genre_scores_gemma":[0.95286113,0.0029396685,0.03831428,0.00013207483,0.00010873289,0.000096781645,0.00024232212,0.00019786206,0.0051071867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980166,0.00059434824,0.00015906726,0.00024392118,0.00084955175,0.00013645392],"domain_scores_gemma":[0.99351853,0.004062312,0.0004344284,0.0005174345,0.0013762566,0.00009107564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033932067,0.0008629342,0.0009238419,0.001969878,0.0005005028,0.0018160319,0.00082754705,0.0006441115,0.0061734924],"category_scores_gemma":[0.011305756,0.00019591812,0.0010882813,0.0010284651,0.0011073501,0.0022254062,0.0016009117,0.00079536415,0.00078162894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006497423,0.00010863515,0.0035424018,0.0016106818,0.00025077644,0.00037509896,0.00079181587,0.32002068,0.019462598,0.4542143,0.003163647,0.19580963],"study_design_scores_gemma":[0.00004413628,0.00057587214,0.0040646736,0.0005601848,0.00016166734,0.0004245482,0.0007193052,0.75518334,0.03452537,0.18921207,0.01440492,0.00012400644],"about_ca_topic_score_codex":0.0005801799,"about_ca_topic_score_gemma":0.00038417304,"teacher_disagreement_score":0.0061734924,"about_ca_system_score_codex":0.0007886483,"about_ca_system_score_gemma":0.0006070078,"threshold_uncertainty_score":0.020652413},"labels":[],"label_agreement":null},{"id":"W2726799218","doi":"10.1016/j.mechatronics.2017.06.010","title":"Development of a new fully flexible hydraulic variable valve actuation system for engines using rotary spool valves","year":2017,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Valve timing; Valve actuator; Electrohydraulic servo valve; Hydraulic machinery; Hydraulic cylinder; Actuator; Engineering; Lift (data mining); Crankshaft; Control theory (sociology); Automotive engineering; Volumetric efficiency; Controllability; Check valve; Control valves; Control engineering; Mechanical engineering; Computer science; Internal combustion engine; Control (management)","score_opus":0.03880179497041564,"score_gpt":0.2611889024868059,"score_spread":0.22238710751639024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726799218","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29151523,0.0018994142,0.68992597,0.00024376508,0.00043181726,0.00029414875,0.0002403363,0.004198058,0.01125119],"genre_scores_gemma":[0.71833855,0.00067050115,0.2677855,0.00014929284,0.000068975285,0.00014593436,0.00037664323,0.00014556546,0.012319115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997603,0.000010268176,0.000014857699,0.000047645764,0.00014182298,0.000025009858],"domain_scores_gemma":[0.9998828,0.000016309252,0.000020813193,0.000018527073,0.000044518885,0.000017045542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022218915,0.00030577424,0.00037076444,0.00024294986,0.00027927218,0.00038652334,0.0007878165,0.0004527168,0.0016370174],"category_scores_gemma":[0.00017547717,0.00027009854,0.00030131705,0.00014826919,0.00019771914,0.00066165836,0.00041422708,0.0004190381,0.0005303743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006744626,0.000042983866,0.00036392038,0.00022235444,0.000022458842,0.00016095901,0.00007535828,0.003032203,0.9170339,0.0014896763,0.0008544088,0.076634385],"study_design_scores_gemma":[0.00010349834,0.0011707387,0.0046723066,0.0000436566,0.00007272274,0.0012139081,0.000046460864,0.10347464,0.81670874,0.00048634296,0.07187014,0.00013688361],"about_ca_topic_score_codex":0.00050605263,"about_ca_topic_score_gemma":0.00073663914,"teacher_disagreement_score":0.0016370174,"about_ca_system_score_codex":0.00019248703,"about_ca_system_score_gemma":0.00044710826,"threshold_uncertainty_score":0.0054763556},"labels":[],"label_agreement":null},{"id":"W2727791726","doi":"","title":"Successive Steady State Hydraulic Model Tuning Through Viscosity Analysis","year":2014,"lang":"en","type":"article","venue":"PSIG Annual Meeting","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Steady state (chemistry); Viscosity; Control theory (sociology); State (computer science); Environmental science; Mathematics; Computer science; Thermodynamics; Physics; Control (management); Chemistry; Algorithm","score_opus":0.012303408295236474,"score_gpt":0.2360015981087001,"score_spread":0.22369818981346365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727791726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044640046,0.00005265438,0.9454274,0.00009587671,0.00006255702,0.00004432464,0.00004438263,0.0021496431,0.007483051],"genre_scores_gemma":[0.88955617,0.00003854572,0.10653341,0.000060060203,0.000014852368,0.00007366665,0.000084725776,0.00043804565,0.0032005757],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965155,0.00006989594,0.000024192163,0.000068272115,0.00013309943,0.000053003863],"domain_scores_gemma":[0.998982,0.0004990569,0.00007317397,0.0002454807,0.00016512717,0.000035073448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007734531,0.00062968384,0.0006671075,0.00062534877,0.00062767544,0.0011765412,0.00067859323,0.000763469,0.004968309],"category_scores_gemma":[0.0031867537,0.0006327619,0.0006286333,0.00024035417,0.00046123285,0.0013078419,0.0017476586,0.001133325,0.0010134272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000474396,0.00028336747,0.0014569372,0.00023593493,0.00011146148,0.0001972715,0.0003661198,0.7037429,0.0783823,0.018737935,0.00254273,0.19346862],"study_design_scores_gemma":[0.0000085410575,0.000030434294,0.00017290612,0.0000045320307,0.0000066401835,0.000015462287,0.000012169451,0.989321,0.007323618,0.0022879748,0.00080653734,0.000010212601],"about_ca_topic_score_codex":0.0015797918,"about_ca_topic_score_gemma":0.0020972136,"teacher_disagreement_score":0.004968309,"about_ca_system_score_codex":0.000405725,"about_ca_system_score_gemma":0.0006091578,"threshold_uncertainty_score":0.016620696},"labels":[],"label_agreement":null},{"id":"W2728449554","doi":"10.1007/s41315-017-0025-7","title":"Structural control using a deployable autonomous control system","year":2017,"lang":"en","type":"article","venue":"International Journal of Intelligent Robotics and Applications","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control system; Engineering; Bridge (graph theory); Position (finance); Vibration; Control engineering; Modal; Vibration control; Computer science","score_opus":0.018577001954705644,"score_gpt":0.26520833224142276,"score_spread":0.24663133028671713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728449554","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14196786,0.0001106297,0.84748036,0.00018048723,0.0001848479,0.00006321924,0.000046607074,0.0035690747,0.0063969456],"genre_scores_gemma":[0.95811445,0.000040044226,0.03899217,0.000034053646,0.00003412198,0.00005468816,0.000032615982,0.000047673297,0.0026501855],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999828,0.000018382201,0.000007082376,0.00004972149,0.00007682163,0.00002003328],"domain_scores_gemma":[0.9997557,0.000040693,0.000048008515,0.000054199954,0.000067404835,0.00003393746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016690006,0.00052114826,0.00036395338,0.00028479204,0.00042683465,0.00035734006,0.00069015624,0.0003899775,0.0018554591],"category_scores_gemma":[0.00034551794,0.00022265293,0.00018906027,0.00013074013,0.00039846657,0.00040682993,0.0007239142,0.000411961,0.00038264392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004823222,0.00018279845,0.0016339594,0.00016696293,0.000052094918,0.0005260823,0.00036809043,0.23497482,0.48907772,0.009794175,0.0023140893,0.26042682],"study_design_scores_gemma":[0.00008555919,0.00051501114,0.0017222939,0.000010474241,0.000033102733,0.00015009647,0.000035200934,0.96057826,0.028691975,0.0018558967,0.006299481,0.000022640463],"about_ca_topic_score_codex":0.0018039047,"about_ca_topic_score_gemma":0.0022671926,"teacher_disagreement_score":0.0018554591,"about_ca_system_score_codex":0.00024564474,"about_ca_system_score_gemma":0.00035723805,"threshold_uncertainty_score":0.006207168},"labels":[],"label_agreement":null},{"id":"W2729928189","doi":"10.4050/f-0073-2017-12184","title":"Automatic Fatigue Test Control System (AFTCS)","year":2017,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Test (biology); Computer science; Geology","score_opus":0.015062993929329268,"score_gpt":0.22458600661889355,"score_spread":0.20952301268956428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729928189","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061788473,0.0010500124,0.7817123,0.000475215,0.00087333296,0.0017980597,0.004262785,0.09570879,0.05233105],"genre_scores_gemma":[0.8697341,0.0002961844,0.081020586,0.0007196611,0.00025563757,0.002033169,0.0059740236,0.0008101614,0.039156437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888855,0.000121706624,0.00007331087,0.000251047,0.0005926517,0.0000727242],"domain_scores_gemma":[0.99830353,0.0002333781,0.00018298886,0.00023729666,0.0009363447,0.00010641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010625836,0.00069264433,0.00067467673,0.0012408729,0.0005354849,0.00075540884,0.00091337756,0.0008083928,0.025324108],"category_scores_gemma":[0.0022036708,0.0001697317,0.00019066331,0.00040506705,0.00029244207,0.00046777012,0.000621612,0.00054888404,0.006843781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001327005,0.00046205954,0.006867405,0.0006354995,0.0001010435,0.00033079588,0.00046519437,0.017743127,0.10853275,0.0049471515,0.12306337,0.7355246],"study_design_scores_gemma":[0.0009269442,0.0033091726,0.027928745,0.00026821814,0.00013757884,0.0020790591,0.00011979955,0.6280878,0.08123681,0.0024186112,0.25325072,0.000236518],"about_ca_topic_score_codex":0.0036331788,"about_ca_topic_score_gemma":0.003227555,"teacher_disagreement_score":0.025324108,"about_ca_system_score_codex":0.0007394612,"about_ca_system_score_gemma":0.0008752141,"threshold_uncertainty_score":0.08471757},"labels":[],"label_agreement":null},{"id":"W2735445600","doi":"10.1177/0954407017713103","title":"Design and optimization of a cam-actuated electrohydraulic brake system","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Brake; Automotive engineering; Automotive industry; Hydraulic brake; Mechanism (biology); Brake pad; Engineering; Torque; Component (thermodynamics); Disc brake; Mechanical engineering; Control engineering; Computer science","score_opus":0.00986642356561691,"score_gpt":0.19648965793827117,"score_spread":0.18662323437265427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735445600","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1341321,0.0010228413,0.8408134,0.00022862015,0.0001151612,0.00029512635,0.00014613545,0.00051643775,0.022730198],"genre_scores_gemma":[0.9537695,0.00025263467,0.041599046,0.00002829729,0.000011771051,0.00025000307,0.000059331458,0.000019791292,0.0040095705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975103,0.00004491822,0.000013562543,0.000053285166,0.000103791615,0.000033343927],"domain_scores_gemma":[0.99984074,0.000039315586,0.000040813917,0.000011019911,0.000057873505,0.000010211968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054159,0.00052361895,0.0007160454,0.00030624281,0.0003465206,0.0006845861,0.000663524,0.00068307127,0.0019005183],"category_scores_gemma":[0.0003372131,0.0003871595,0.0003004963,0.00021635708,0.000335128,0.00034275354,0.00042030888,0.00032132198,0.00039906907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019702027,0.00005812306,0.00057712646,0.00040339513,0.00005844534,0.00021523824,0.00006998941,0.8666724,0.09037647,0.0048305592,0.00064037734,0.035900906],"study_design_scores_gemma":[0.000043362692,0.00018638637,0.00043868294,0.000013054729,0.00002181815,0.00003577243,0.000015179725,0.990294,0.0063290196,0.00028831715,0.002322786,0.000011665525],"about_ca_topic_score_codex":0.0016456601,"about_ca_topic_score_gemma":0.0019247577,"teacher_disagreement_score":0.0019005183,"about_ca_system_score_codex":0.0003844293,"about_ca_system_score_gemma":0.00086964417,"threshold_uncertainty_score":0.0063579082},"labels":[],"label_agreement":null},{"id":"W2745463125","doi":"10.1177/1687814017726922","title":"Improvement of the damping capacity of the linear damper with an oil groove in the linear guideway system","year":2017,"lang":"en","type":"article","venue":"Advances in Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Science and Technology Major Project","keywords":"Damper; Groove (engineering); Damping capacity; Structural engineering; Viscosity; Damping torque; Engineering; Materials science; Vibration; Mechanical engineering; Composite material; Physics; Acoustics","score_opus":0.012252973621577182,"score_gpt":0.23110497756896087,"score_spread":0.2188520039473837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745463125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99054796,0.00013495662,0.0087406365,0.00003080181,0.000015257529,0.000020680463,0.000026893324,0.00015012671,0.00033275827],"genre_scores_gemma":[0.9959644,0.0000419238,0.0034216838,0.000010091713,0.0000028575687,0.000008436391,0.000018923787,0.000013554202,0.0005181109],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961334,0.000048326703,0.00002359428,0.000089295936,0.00015474355,0.00007068303],"domain_scores_gemma":[0.9993499,0.00015738132,0.00011758564,0.000088776076,0.00021997701,0.00006630859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041513031,0.0004642221,0.00034659362,0.00038510075,0.00024003218,0.00028540744,0.00050546834,0.00040710287,0.0011358302],"category_scores_gemma":[0.0009111289,0.00020756699,0.00024257235,0.0001650069,0.0004654637,0.00056161307,0.0004097215,0.00033457478,0.00027669634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034232214,0.000062779385,0.0011448642,0.00011986404,0.000010103142,0.000091546135,0.00017360116,0.00090992165,0.9873741,0.00008838372,0.000057071946,0.009625552],"study_design_scores_gemma":[0.00009265606,0.0027993866,0.010259172,0.000013706957,0.000053307547,0.00022855042,0.00017382539,0.010685889,0.9730417,0.000054464337,0.0025612025,0.00003614376],"about_ca_topic_score_codex":0.00081496243,"about_ca_topic_score_gemma":0.0011148099,"teacher_disagreement_score":0.0011358302,"about_ca_system_score_codex":0.00020025771,"about_ca_system_score_gemma":0.00018980082,"threshold_uncertainty_score":0.0037997365},"labels":[],"label_agreement":null},{"id":"W2750956155","doi":"10.24900/ijss/01024045.2017.0601","title":"Comparison of Gear and Peripheral pumps performance, evaluation of their reliability at operation region","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Peripheral; Computer science; Environmental science; Automotive engineering; Engineering; Physics","score_opus":0.04752372848888791,"score_gpt":0.33303361073451904,"score_spread":0.2855098822456311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750956155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99271625,0.00038855398,0.0051960507,0.000024982488,0.0000206721,0.000014315471,0.00038063806,0.00023152505,0.0010270065],"genre_scores_gemma":[0.9984485,0.00007981745,0.0005370383,0.0000046094747,0.0000042796255,0.000005599919,0.0001611885,0.000018953047,0.0007399871],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946564,0.000096954966,0.000045990513,0.00012158883,0.00020391778,0.000065802335],"domain_scores_gemma":[0.9964056,0.001461962,0.0002940111,0.0003247443,0.0013947397,0.00011903277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010324321,0.0004697494,0.0005666953,0.00093242544,0.0003639438,0.0004789613,0.00050321134,0.0006420739,0.0017116603],"category_scores_gemma":[0.002926032,0.0003009114,0.00050205213,0.00062471704,0.00031365023,0.00064693537,0.00033994627,0.0002851988,0.00082759594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017488597,0.00034598314,0.13138463,0.0009087051,0.00031771977,0.00054937723,0.00103776,0.061819814,0.6585,0.000547557,0.0014602431,0.12563957],"study_design_scores_gemma":[0.00011812411,0.009598335,0.514801,0.00006445158,0.00061380886,0.00093776715,0.0008025746,0.05810753,0.4110653,0.00034913776,0.0034127382,0.00012915152],"about_ca_topic_score_codex":0.001535171,"about_ca_topic_score_gemma":0.0011475743,"teacher_disagreement_score":0.0017116603,"about_ca_system_score_codex":0.0002545473,"about_ca_system_score_gemma":0.00028191335,"threshold_uncertainty_score":0.005726099},"labels":[],"label_agreement":null},{"id":"W2754315051","doi":"10.1002/cepa.339","title":"11.06: Application of hybrid simulation for the evaluation of the buckling response of steel braced frame columns","year":2017,"lang":"en","type":"article","venue":"ce/papers","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; University of Alberta","funders":"","keywords":"Structural engineering; Buckling; Braced frame; Frame (networking); Steel frame; Engineering; Mechanical engineering","score_opus":0.03396362282323653,"score_gpt":0.30215120755096825,"score_spread":0.26818758472773174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754315051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8810651,0.000048863396,0.10250922,0.00007683832,0.00004491884,0.00009802039,0.0007092818,0.0026660413,0.012781814],"genre_scores_gemma":[0.9803299,0.000014641421,0.017982,0.000014097581,0.000003827129,0.000066481305,0.00018589308,0.00009742223,0.0013057931],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998275,0.00005033761,0.000008792369,0.00001885717,0.00006777788,0.00002667965],"domain_scores_gemma":[0.999186,0.000565246,0.000041564963,0.00005879268,0.000112951886,0.000035456436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006026352,0.0004130414,0.00036106096,0.00054444623,0.00029864983,0.000499857,0.00063658366,0.0006502353,0.00493218],"category_scores_gemma":[0.00077203405,0.00023613333,0.00034713923,0.00028749282,0.00040112526,0.00027078725,0.00037164913,0.00034576212,0.00027074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029838088,0.00014699146,0.0038165862,0.00006960596,0.0000450823,0.00017574849,0.00016197535,0.9615899,0.01813101,0.0025366812,0.0005896569,0.012438373],"study_design_scores_gemma":[0.000011146536,0.000048672606,0.00042315293,0.00000198406,0.0000023636599,0.00001169275,0.000015689557,0.99606824,0.003064975,0.00013955892,0.0002073321,0.000005122175],"about_ca_topic_score_codex":0.0054419274,"about_ca_topic_score_gemma":0.0040911147,"teacher_disagreement_score":0.0054419274,"about_ca_system_score_codex":0.00040944642,"about_ca_system_score_gemma":0.00046951618,"threshold_uncertainty_score":0.016499817},"labels":[],"label_agreement":null},{"id":"W2767690295","doi":"10.1007/s11803-017-0408-7","title":"Real-time hybrid simulation of structures equipped with viscoelastic-plastic dampers using a user-programmable computational platform","year":2017,"lang":"en","type":"article","venue":"Earthquake Engineering and Engineering Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"University of Toronto","keywords":"Damper; Viscoelasticity; Nonlinear system; Structural engineering; Displacement (psychology); Engineering; Hybrid III; Computer science; Materials science","score_opus":0.01111945827885524,"score_gpt":0.21389896484468454,"score_spread":0.2027795065658293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767690295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88200355,0.00013070942,0.099196956,0.00028704,0.00012366848,0.00009369753,0.00058883254,0.0015722713,0.016003288],"genre_scores_gemma":[0.9876489,0.000029755953,0.010563129,0.000035272573,0.000008333202,0.00005544457,0.00017842764,0.00006826728,0.0014123628],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999866,0.000035369958,0.000006607761,0.000025585592,0.000033922726,0.00003254337],"domain_scores_gemma":[0.99952376,0.00027973313,0.00004001674,0.000036852598,0.00005383629,0.00006580767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028522083,0.0007335728,0.0007242282,0.00043560358,0.00045244716,0.0009521047,0.0011951391,0.0014769406,0.004175442],"category_scores_gemma":[0.0009737626,0.00045869118,0.0005624587,0.00043096382,0.000851476,0.000595922,0.0007584206,0.00068496075,0.00024570283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008226135,0.00005473337,0.00067945337,0.000021830787,0.000017846356,0.00008130073,0.000035453795,0.99525625,0.0013016715,0.00060373655,0.00017285038,0.0016925235],"study_design_scores_gemma":[0.000012340659,0.000016304062,0.00013305346,0.0000013457884,0.0000025689535,0.0000053985873,0.0000113513925,0.9993092,0.0003065667,0.00012124248,0.00007727778,0.0000034733687],"about_ca_topic_score_codex":0.008664784,"about_ca_topic_score_gemma":0.006560441,"teacher_disagreement_score":0.008664784,"about_ca_system_score_codex":0.00044413115,"about_ca_system_score_gemma":0.000731639,"threshold_uncertainty_score":0.017228723},"labels":[],"label_agreement":null},{"id":"W2768304592","doi":"10.1177/0959651817742068","title":"Design of a low-bandwidth position controller based on system identification for an electro-hydrostatic actuator","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Actuator; Quantitative feedback theory; Controller (irrigation); Control engineering; System identification; Bandwidth (computing); Computer science; Electro-hydraulic actuator; Parametric statistics; Engineering; Robust control; Control system; Mathematics; Control (management)","score_opus":0.010922345289223253,"score_gpt":0.20671718336467876,"score_spread":0.1957948380754555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768304592","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019453743,0.00019873904,0.97614473,0.00009872479,0.000056706613,0.00011846049,0.000019673966,0.0008820981,0.0030270857],"genre_scores_gemma":[0.8912623,0.00018218387,0.10555267,0.00009825795,0.000026394395,0.00031233625,0.00003976729,0.000032061238,0.0024940881],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999582,0.000052060634,0.000030821702,0.000106029926,0.00019928106,0.0000298757],"domain_scores_gemma":[0.9996344,0.00010482782,0.00008420124,0.000037240916,0.00012732926,0.000011836532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041730245,0.0004979881,0.0004595645,0.00033622922,0.00040206878,0.0005839401,0.0008145486,0.0007024846,0.001108858],"category_scores_gemma":[0.0007640997,0.0002864245,0.0002886444,0.00015394122,0.0003893727,0.0004752222,0.0004725541,0.0005471352,0.00033709547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030177555,0.00018590054,0.0011566451,0.00094727654,0.000100447716,0.00038752574,0.00042630048,0.35306042,0.44940534,0.010931799,0.0014178401,0.1816787],"study_design_scores_gemma":[0.00007713234,0.00046443616,0.0010634989,0.00004233838,0.000036938123,0.00023924297,0.00004153413,0.9409607,0.052156784,0.0008082949,0.004073462,0.00003576603],"about_ca_topic_score_codex":0.0014560831,"about_ca_topic_score_gemma":0.0012108334,"teacher_disagreement_score":0.0014560831,"about_ca_system_score_codex":0.00033544033,"about_ca_system_score_gemma":0.0007328877,"threshold_uncertainty_score":0.003709495},"labels":[],"label_agreement":null},{"id":"W2772261901","doi":"10.1115/fpmc2017-4314","title":"Stability Study of a Pump-Controlled Circuit for Single Rod Cylinders via the Concept of Lyapunov Exponents","year":2017,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Eigenvalues and eigenvectors; Hydraulic cylinder; Instability; Lyapunov exponent; Controller (irrigation); Stability (learning theory); Computer science; Lyapunov function; Hydraulic machinery; Control engineering; Engineering; Mechanics; Mechanical engineering; Control (management); Physics; Nonlinear system","score_opus":0.056712974490241944,"score_gpt":0.25656975695714024,"score_spread":0.1998567824668983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772261901","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42819563,0.0007685537,0.56161314,0.0001910813,0.000038560578,0.00009046414,0.000057504316,0.00019717104,0.008847863],"genre_scores_gemma":[0.99509346,0.00013409254,0.003331688,0.0000090089325,0.0000058003516,0.000035472007,0.000011499317,0.000007999822,0.0013709897],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999093,0.00002865651,0.000004823222,0.000018445902,0.00002711129,0.000011763984],"domain_scores_gemma":[0.9996902,0.00015380628,0.000068673944,0.000013758387,0.000061589235,0.0000119714505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035919997,0.0005049892,0.000275925,0.00040946325,0.00025682713,0.000656651,0.00025967,0.00034902213,0.0010752662],"category_scores_gemma":[0.0007450634,0.00014731541,0.00034173785,0.0001268323,0.0005721189,0.00037425788,0.00037357333,0.00038322053,0.000087735774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025894493,0.00005813237,0.0022538232,0.0003729326,0.000107334345,0.0005958207,0.00067417754,0.7385944,0.16827266,0.06944686,0.0005516798,0.018813258],"study_design_scores_gemma":[0.000006515907,0.00008158571,0.00035252506,0.0000075259077,0.000007923051,0.000023847158,0.000027449456,0.99440163,0.0030133808,0.0018623321,0.00020791305,0.0000072415373],"about_ca_topic_score_codex":0.0013011439,"about_ca_topic_score_gemma":0.0006846475,"teacher_disagreement_score":0.0013011439,"about_ca_system_score_codex":0.00034615063,"about_ca_system_score_gemma":0.00036719991,"threshold_uncertainty_score":0.0035971403},"labels":[],"label_agreement":null},{"id":"W2775225779","doi":"","title":"Stable Reduced Model of Linear Time Invariant System Using pole Clustering Method","year":2017,"lang":"en","type":"article","venue":"Nova Journal of Engineering and Applied Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cluster analysis; Mathematics; LTI system theory; Applied mathematics; Stability (learning theory); Transfer function; Markov chain; Control theory (sociology); Linear system; Mathematical optimization; Computer science; Mathematical analysis; Statistics; Artificial intelligence; Control (management); Engineering","score_opus":0.06198363885850404,"score_gpt":0.2838195914057882,"score_spread":0.22183595254728417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775225779","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053471574,0.000088511595,0.99239737,0.000036497913,0.000018802912,0.000023951327,0.000033900127,0.00029359903,0.001760088],"genre_scores_gemma":[0.6719445,0.00041239223,0.31675017,0.000048957445,0.000051484003,0.00029236433,0.00033568154,0.00015539811,0.010009078],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975604,0.0000621273,0.000010548792,0.00004527014,0.000109719,0.000016162545],"domain_scores_gemma":[0.99982375,0.000049878192,0.000028712706,0.000028927254,0.000061926476,0.0000067623932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025908859,0.0005444989,0.00061878504,0.00051957223,0.00033983466,0.00057705597,0.0006979496,0.00055392523,0.003318773],"category_scores_gemma":[0.00048605385,0.00025777848,0.0007806464,0.00033789856,0.00033656805,0.00046681915,0.00032613374,0.00067938206,0.0008130338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010681803,0.000037276382,0.00043526862,0.00028419742,0.00007446058,0.00018400859,0.00018439225,0.84161294,0.044680096,0.0292847,0.0015909756,0.08152479],"study_design_scores_gemma":[0.0000053507924,0.00003400692,0.00012293825,0.0000060518387,0.000007669731,0.000031566527,0.000008064943,0.9942087,0.0021422242,0.0019867187,0.0014383406,0.000008412376],"about_ca_topic_score_codex":0.0032938547,"about_ca_topic_score_gemma":0.0027873737,"teacher_disagreement_score":0.003318773,"about_ca_system_score_codex":0.00048578792,"about_ca_system_score_gemma":0.0005253159,"threshold_uncertainty_score":0.011102438},"labels":[],"label_agreement":null},{"id":"W2782921580","doi":"10.1016/j.ymssp.2017.12.040","title":"Characterization of a hydro-pneumatic suspension strut with gas-oil emulsion","year":2018,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Concordia University","funders":"Concordia University; National Natural Science Foundation of China","keywords":"Body orifice; Compressibility; Materials science; Emulsion; Mechanics; Polytropic process; Volume fraction; Stiffness; Volume (thermodynamics); Nonlinear system; Composite material; Thermodynamics; Chemistry; Engineering; Physics; Mechanical engineering","score_opus":0.01111086429171539,"score_gpt":0.20373632831905666,"score_spread":0.19262546402734126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782921580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900304,0.00018681095,0.008613188,0.00003343987,0.00001887575,0.000019059931,0.00005470877,0.00008368873,0.00095969735],"genre_scores_gemma":[0.9945451,0.000078504316,0.0028102312,0.000019387442,0.000004289705,0.000010732903,0.00008459466,0.000014963776,0.0024322206],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979144,0.000014529455,0.000010887903,0.000044276447,0.0001101309,0.000028799204],"domain_scores_gemma":[0.9998431,0.00003535964,0.000034251905,0.000010818775,0.000053551685,0.000022949216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017927446,0.00021180678,0.00018321314,0.00035918542,0.00025775537,0.00033443127,0.00029307036,0.0004516205,0.0012533821],"category_scores_gemma":[0.00024228064,0.00013391186,0.00021885011,0.00023914494,0.0002681293,0.00035173105,0.00028787134,0.00026886427,0.0002922871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008437325,0.000015847794,0.00029292417,0.000016116406,0.0000029364269,0.000078444515,0.000025614034,0.00025092482,0.9975259,0.000045472523,0.00001546377,0.0016459293],"study_design_scores_gemma":[0.0000062499853,0.0002714348,0.002990578,0.000003412002,0.000010337476,0.00008145817,0.000054483535,0.0040364293,0.9919887,0.000023670666,0.00052828185,0.000005053911],"about_ca_topic_score_codex":0.0006027274,"about_ca_topic_score_gemma":0.00070715527,"teacher_disagreement_score":0.0012533821,"about_ca_system_score_codex":0.00021198578,"about_ca_system_score_gemma":0.00022063854,"threshold_uncertainty_score":0.004193008},"labels":[],"label_agreement":null},{"id":"W2783001039","doi":"10.1115/imece2017-71418","title":"Identification of Non-Linear Parameters of a Nuclear Fuel Rod","year":2017,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Framatome; Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Stiffness; Rod; Mechanics; Vibration; Boundary value problem; Excitation; Amplitude; Structural engineering; Shell (structure); Materials science; Fluid–structure interaction; Harmonic balance; Engineering; Mechanical engineering; Finite element method; Acoustics; Physics","score_opus":0.018196414689504684,"score_gpt":0.2460592256710433,"score_spread":0.2278628109815386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783001039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6330959,0.00019654717,0.36219376,0.00006925112,0.000016794513,0.000085037806,0.00013170649,0.00065923115,0.003551762],"genre_scores_gemma":[0.9865355,0.00005030955,0.012650493,0.000004906338,0.0000013291447,0.00003325452,0.00003709272,0.000012248293,0.0006749529],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998648,0.000025718397,0.000008291883,0.000040031922,0.00004594894,0.000015129682],"domain_scores_gemma":[0.99965763,0.00017963914,0.00006990783,0.00003483729,0.00004747578,0.000010476125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023101608,0.00052729866,0.00025492013,0.0004574506,0.00018187256,0.00040596098,0.00043935224,0.0008379251,0.00093791046],"category_scores_gemma":[0.0009013905,0.00022717436,0.00026376793,0.00017766719,0.0003736576,0.0003356487,0.00029988785,0.0002842869,0.00024347579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024173055,0.00009065993,0.0064971857,0.0005108712,0.00003823401,0.00063542277,0.00047456403,0.41465566,0.5047517,0.0020281035,0.00023226456,0.069843635],"study_design_scores_gemma":[0.000009657415,0.0001704253,0.0050030914,0.000021482176,0.000014493694,0.00012836495,0.00008840628,0.92957187,0.06382708,0.0003763645,0.0007661726,0.00002263353],"about_ca_topic_score_codex":0.0012783488,"about_ca_topic_score_gemma":0.0014478341,"teacher_disagreement_score":0.0012783488,"about_ca_system_score_codex":0.00019630052,"about_ca_system_score_gemma":0.00031393714,"threshold_uncertainty_score":0.0031375885},"labels":[],"label_agreement":null},{"id":"W2783482499","doi":"10.1016/j.isatra.2018.01.010","title":"Actuator stiction compensation via variable amplitude pulses","year":2018,"lang":"en","type":"article","venue":"ISA Transactions","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stiction; Setpoint; Control theory (sociology); Amplitude; Compensation (psychology); Actuator; Controller (irrigation); Process (computing); Tracking error; Tracking (education); Computer science; Materials science; Physics; Artificial intelligence; Optics; Control (management)","score_opus":0.012238464790731292,"score_gpt":0.21658323218394523,"score_spread":0.20434476739321394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783482499","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3246806,0.00046034096,0.66164404,0.0003356925,0.00018991764,0.000046853325,0.000039547278,0.0008431034,0.011759895],"genre_scores_gemma":[0.98691094,0.000052455038,0.011498189,0.00002510178,0.000014457693,0.0000072485527,0.000010389074,0.000014812366,0.0014663581],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988294,0.0000136956305,0.000006679053,0.000017485669,0.000060298025,0.000018854727],"domain_scores_gemma":[0.9997446,0.000099011566,0.00003534806,0.0000382055,0.00007051193,0.000012230524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012724684,0.00022437828,0.00017143042,0.00015800865,0.00020847959,0.00034554905,0.00027465125,0.0004727803,0.0013930743],"category_scores_gemma":[0.00054292165,0.000113759175,0.000103100254,0.00016268846,0.00019883855,0.0003848396,0.00034167888,0.00036968672,0.00014134853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084792514,0.000094843956,0.00090926077,0.00030507206,0.000036409645,0.00032408434,0.00031415524,0.037873846,0.6551044,0.0058190553,0.0012516329,0.29711935],"study_design_scores_gemma":[0.000072277646,0.0006770003,0.0051180148,0.000046940688,0.0000399307,0.0005075922,0.00008792251,0.58940756,0.39557272,0.0024616176,0.005972431,0.00003590017],"about_ca_topic_score_codex":0.00032060163,"about_ca_topic_score_gemma":0.0005275521,"teacher_disagreement_score":0.0013930743,"about_ca_system_score_codex":0.00011228431,"about_ca_system_score_gemma":0.00018566691,"threshold_uncertainty_score":0.0046603084},"labels":[],"label_agreement":null},{"id":"W2788928183","doi":"10.4028/www.scientific.net/kem.763.609","title":"Development of a Hybrid Simulation Computational Model for Steel Braced Frames","year":2018,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; University of Alberta","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Braced frame; Structural engineering; Buckling; Finite element method; Stiffness; Computer simulation; Frame (networking); Bracing; Incremental Dynamic Analysis; Engineering; Instability; Seismic analysis; Computer science; Brace; Simulation; Mechanical engineering; Mechanics","score_opus":0.021773962318646152,"score_gpt":0.2412165510553702,"score_spread":0.21944258873672406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788928183","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05519264,0.00012815165,0.9303816,0.00014730525,0.000060402315,0.00014081712,0.00034359616,0.0007703183,0.012835187],"genre_scores_gemma":[0.7624841,0.0003439268,0.22238593,0.000088478955,0.000032352236,0.0007928257,0.00066841964,0.00026047707,0.012943568],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981743,0.00004794989,0.0000104033115,0.000025987938,0.000076291355,0.000022023854],"domain_scores_gemma":[0.99972373,0.00011312234,0.000023690798,0.000028199303,0.000092274415,0.000019015788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033004102,0.00047755535,0.00058386504,0.00037242495,0.0004747425,0.0007408999,0.001355554,0.0011261088,0.0028065075],"category_scores_gemma":[0.00073129986,0.00037996043,0.0006139489,0.00035730636,0.0004831522,0.0005128344,0.00053897157,0.0006988115,0.00049404113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022788856,0.000015383785,0.00031016927,0.000020472597,0.0000099768995,0.000047103207,0.000035861885,0.98622245,0.003534763,0.006275875,0.00016931082,0.0033358363],"study_design_scores_gemma":[0.000003427546,0.0000069482153,0.00004922131,0.0000022158538,0.0000019951217,0.000007016093,0.0000034145385,0.9984962,0.00051225064,0.00033833235,0.00057588116,0.0000031374768],"about_ca_topic_score_codex":0.008968299,"about_ca_topic_score_gemma":0.0052692085,"teacher_disagreement_score":0.008968299,"about_ca_system_score_codex":0.00064206315,"about_ca_system_score_gemma":0.0010794655,"threshold_uncertainty_score":0.01783216},"labels":[],"label_agreement":null},{"id":"W2790138923","doi":"10.1177/0954407018754678","title":"Collaborative control of a dual electro-hydraulic regenerative brake system for a rear-wheel-drive electric vehicle","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Automotive engineering; Hydraulic brake; Brake; Regenerative brake; Air brake; Brake pad; Electronic brakeforce distribution; Engineering; Hydraulic machinery; Powertrain; Solenoid; Controller (irrigation); Mechanical engineering; Torque","score_opus":0.004929645425942849,"score_gpt":0.19727469420817145,"score_spread":0.1923450487822286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790138923","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18889314,0.00020686518,0.79892266,0.00014370034,0.00016427458,0.0001341526,0.00003242715,0.0005452162,0.010957626],"genre_scores_gemma":[0.98964125,0.00003524991,0.008339871,0.000013584089,0.000011378609,0.00005400449,0.000011186805,0.0000055236865,0.0018879004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995869,0.000052527033,0.000025615433,0.00013565278,0.00013929067,0.000060057133],"domain_scores_gemma":[0.99959105,0.00007805279,0.00010540178,0.000041033767,0.00014216632,0.00004225041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262711,0.0005103722,0.0004621366,0.0002447146,0.00048021393,0.0010463604,0.001005299,0.00043198882,0.0012167611],"category_scores_gemma":[0.0006043513,0.00021606352,0.0002977713,0.00012220278,0.00044957697,0.00029526182,0.0007843419,0.00039318632,0.00030844627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014385688,0.0006041761,0.0018640287,0.00054071285,0.00015716205,0.0006782292,0.0006917618,0.4842205,0.34255186,0.009859518,0.0015894595,0.15580401],"study_design_scores_gemma":[0.000091852926,0.00064133614,0.0008314289,0.0000122557485,0.00003589627,0.00006266137,0.00003649826,0.9791477,0.016648421,0.000513341,0.0019588098,0.00001986114],"about_ca_topic_score_codex":0.0024590855,"about_ca_topic_score_gemma":0.003127504,"teacher_disagreement_score":0.0024590855,"about_ca_system_score_codex":0.00035126443,"about_ca_system_score_gemma":0.00066972023,"threshold_uncertainty_score":0.0048896074},"labels":[],"label_agreement":null},{"id":"W2792606551","doi":"10.1016/j.oceaneng.2018.01.030","title":"Hydraulic valve-based active-heave compensation using a model-predictive controller with non-linear valve compensations","year":2018,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Rolls-Royce (Canada); Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"PID controller; Control theory (sociology); Model predictive control; Controller (irrigation); Compensation (psychology); Open-loop controller; MATLAB; Engineering; Control engineering; Computer science; Temperature control; Control (management)","score_opus":0.016846342399837917,"score_gpt":0.22396543367505378,"score_spread":0.20711909127521586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792606551","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06121378,0.00044419066,0.9274984,0.00019915076,0.00043572177,0.00010192055,0.000054748758,0.0018591,0.008192984],"genre_scores_gemma":[0.9693387,0.00008608133,0.027704917,0.000051881092,0.000043203578,0.000056155288,0.000034677927,0.000025384657,0.0026588475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998111,0.000019270785,0.000014403999,0.00004820056,0.00008571137,0.000021379956],"domain_scores_gemma":[0.9997565,0.000064733315,0.000026947573,0.000029824234,0.00010443139,0.00001756868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229275,0.00054144696,0.0006647909,0.00029857608,0.0005591521,0.0007447834,0.000961659,0.00065900007,0.0019959735],"category_scores_gemma":[0.0005349641,0.00031549676,0.0003484715,0.0001884444,0.00038637934,0.00053733523,0.0005568327,0.0007433911,0.00037576965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010119256,0.0004294681,0.0012216303,0.00073049276,0.00017693569,0.00036511422,0.00027262725,0.43940523,0.20644459,0.006394911,0.0037312894,0.3398158],"study_design_scores_gemma":[0.00006572967,0.00016823201,0.00064464164,0.000012640225,0.000032329084,0.000048002443,0.000010594543,0.9787775,0.01841052,0.00039314598,0.001416592,0.000020011901],"about_ca_topic_score_codex":0.0032177381,"about_ca_topic_score_gemma":0.004501223,"teacher_disagreement_score":0.0032177381,"about_ca_system_score_codex":0.00029553246,"about_ca_system_score_gemma":0.0005829447,"threshold_uncertainty_score":0.0066772103},"labels":[],"label_agreement":null},{"id":"W2793379827","doi":"10.1109/tro.2017.2776318","title":"Online Identification of Environment Hunt–Crossley Models Using Polynomial Linearization","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Robotics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Linearization; Parameterized complexity; System identification; Robustness (evolution); Nonlinear system; Polynomial; Estimation theory; Control theory (sociology); Feedback linearization; Logarithm; Computer science; Polynomial and rational function modeling; Robot; Algorithm; Mathematics; Applied mathematics; Data modeling; Artificial intelligence; Mathematical analysis; Control (management)","score_opus":0.032180366828010565,"score_gpt":0.24222262223040372,"score_spread":0.21004225540239316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793379827","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013942886,0.00006568774,0.98397636,0.000044533866,0.000011335539,0.000028589797,0.00003811742,0.0006758008,0.0012166038],"genre_scores_gemma":[0.85737216,0.00017625769,0.13823704,0.000049053728,0.000013594126,0.00011668723,0.00020732886,0.000101979866,0.003725926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997317,0.00005022902,0.000014458289,0.00007405408,0.000102171725,0.000027431674],"domain_scores_gemma":[0.9996166,0.00016032018,0.000069204696,0.000060872557,0.000080029735,0.000012837232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036635756,0.0007518102,0.0004986495,0.0003111781,0.00032172873,0.00059891987,0.00060800527,0.0004998654,0.0018736887],"category_scores_gemma":[0.0012028797,0.0003359285,0.0005190082,0.000266342,0.00040807112,0.00087183114,0.00080662605,0.000965888,0.00082912494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001676518,0.0001004049,0.0014298348,0.00024879095,0.000044511085,0.00024969492,0.00030066582,0.79632145,0.03989876,0.0072644865,0.001520364,0.15245329],"study_design_scores_gemma":[0.0000052470455,0.00003972327,0.00023683625,0.0000039348806,0.000004346068,0.000035298577,0.000012682595,0.99403185,0.004287285,0.0006545498,0.0006795069,0.00000878001],"about_ca_topic_score_codex":0.0054512704,"about_ca_topic_score_gemma":0.00578336,"teacher_disagreement_score":0.0054512704,"about_ca_system_score_codex":0.00031402934,"about_ca_system_score_gemma":0.0007894762,"threshold_uncertainty_score":0.010839045},"labels":[],"label_agreement":null},{"id":"W2793854895","doi":"10.1177/0954406218756446","title":"A multi-switching mode intelligent hybrid control of electro-hydraulic proportional systems","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); PID controller; Controller (irrigation); Control engineering; Intelligent control; Proportional control; Control system; Hybrid system; Hydraulic machinery; Computer science; Mode (computer interface); Control (management); Engineering; Artificial intelligence; Temperature control; Mechanical engineering","score_opus":0.013152800465856401,"score_gpt":0.23287727985647194,"score_spread":0.21972447939061554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793854895","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05688579,0.00029489372,0.9334701,0.0001404897,0.00014926482,0.00007817738,0.00002122008,0.0006156596,0.008344401],"genre_scores_gemma":[0.9673825,0.00011823624,0.029623186,0.000060437265,0.000024865481,0.00007679111,0.00002249674,0.000011271678,0.0026801196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997054,0.00004768642,0.000019547972,0.00007448986,0.00012465438,0.000028209412],"domain_scores_gemma":[0.99983776,0.00004653066,0.000022037158,0.000018131768,0.00006241436,0.000013075001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043441117,0.00036816206,0.00033766878,0.00030732437,0.0003754864,0.00064662466,0.0006390796,0.00041593582,0.0011736853],"category_scores_gemma":[0.0004616246,0.00014969175,0.00028894123,0.00024733023,0.00039148476,0.0004678076,0.00051813776,0.00044375032,0.00011420153],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055081886,0.00022049969,0.0014330643,0.0004550473,0.00017741387,0.00053601665,0.000659742,0.4312916,0.15251163,0.029076988,0.0028393,0.38024786],"study_design_scores_gemma":[0.000036703448,0.00020616266,0.00053933857,0.000011998481,0.00001971123,0.00007721021,0.000024465091,0.98806316,0.0068547404,0.0015720762,0.0025759866,0.000018396784],"about_ca_topic_score_codex":0.002199012,"about_ca_topic_score_gemma":0.0016572311,"teacher_disagreement_score":0.002199012,"about_ca_system_score_codex":0.00024116816,"about_ca_system_score_gemma":0.00036205607,"threshold_uncertainty_score":0.004372418},"labels":[],"label_agreement":null},{"id":"W2795029742","doi":"10.3390/act7020013","title":"A Pump-Controlled Circuit for Single-Rod Cylinders that Incorporates Limited Throttling Compensating Valves","year":2018,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bandwidth throttling; Hydraulic circuit; Electronic circuit; Hydraulic machinery; Control theory (sociology); Engineering; Mechanical engineering; Automotive engineering; Computer science; Electrical engineering","score_opus":0.05413189022738993,"score_gpt":0.24018486104771036,"score_spread":0.18605297082032043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795029742","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29107797,0.003602021,0.67947334,0.0006626675,0.001700085,0.0007033249,0.0006611781,0.00848011,0.013639303],"genre_scores_gemma":[0.91026235,0.0005527499,0.08046182,0.0003196072,0.00017640323,0.00014561549,0.00018788702,0.000087885695,0.007805665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996561,0.000023231936,0.000030379668,0.00010370923,0.00014990363,0.000036655885],"domain_scores_gemma":[0.9996742,0.00007707016,0.00006834421,0.000036256,0.00011707989,0.000027156377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022041587,0.00040071213,0.00041975453,0.00044412247,0.00034024732,0.0005181375,0.001546999,0.0006343854,0.0036968742],"category_scores_gemma":[0.00041072597,0.00023488978,0.00024226634,0.0002620184,0.00025018913,0.00081772124,0.00024074614,0.0003492506,0.00056739734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000403829,0.00011291234,0.0005736675,0.00073977554,0.00003924643,0.00024842052,0.00007292943,0.0026235126,0.88419944,0.0032556052,0.0034825767,0.1042482],"study_design_scores_gemma":[0.00019965463,0.0017546844,0.003782795,0.000077701676,0.0001501907,0.0016872366,0.000026844298,0.11508613,0.8254714,0.0004423094,0.05121315,0.00010785392],"about_ca_topic_score_codex":0.0005846463,"about_ca_topic_score_gemma":0.00085992017,"teacher_disagreement_score":0.0036968742,"about_ca_system_score_codex":0.00047070035,"about_ca_system_score_gemma":0.00062223023,"threshold_uncertainty_score":0.012367308},"labels":[],"label_agreement":null},{"id":"W2799340506","doi":"10.1139/tcsme-2017-0006","title":"Simplification of the dynamic model of a hydraulic rockbreaker for implementation in a model-based control scheme","year":2018,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Excavator; Control theory (sociology); Actuator; Robustness (evolution); Computer science; Control engineering; Hydraulic cylinder; Controller (irrigation); Engineering; Control (management); Mechanical engineering; Artificial intelligence","score_opus":0.011480805829571762,"score_gpt":0.23077295527398584,"score_spread":0.21929214944441408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799340506","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008294266,0.000114336864,0.9855451,0.0000834438,0.00005360543,0.00009084947,0.00012541495,0.0006197541,0.005073233],"genre_scores_gemma":[0.81762713,0.00064944004,0.17012876,0.00012274233,0.00007153389,0.00068451266,0.0006639059,0.00012579733,0.009926242],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982053,0.000024864863,0.000012903042,0.00003823997,0.00008273843,0.00002083275],"domain_scores_gemma":[0.99981374,0.00004737563,0.000034463577,0.000046573576,0.000048959595,0.000008885875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023202531,0.0007153916,0.0009161474,0.0002982637,0.0004507019,0.00074330857,0.0011045119,0.0007639407,0.0051450585],"category_scores_gemma":[0.0005436793,0.0003783467,0.00086553104,0.00027050366,0.00041775597,0.00086739234,0.0007002699,0.0014646148,0.001027292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047178637,0.000037418737,0.00023740617,0.00019612093,0.000022864715,0.00011968424,0.00006485881,0.9384903,0.021223322,0.01338803,0.0008233308,0.025349531],"study_design_scores_gemma":[0.0000134157635,0.000043863798,0.00014665772,0.000010839753,0.000011865254,0.000028796965,0.000008039051,0.99301106,0.00218954,0.0012218343,0.003307425,0.0000067389765],"about_ca_topic_score_codex":0.006467187,"about_ca_topic_score_gemma":0.0050796056,"teacher_disagreement_score":0.006467187,"about_ca_system_score_codex":0.00045831682,"about_ca_system_score_gemma":0.0012194883,"threshold_uncertainty_score":0.017211974},"labels":[],"label_agreement":null},{"id":"W2799528072","doi":"10.1139/tcsme-2017-1016","title":"DEVELOPMENT AND OPTIMIZATION OF A LINEAR-MOTOR-DRIVEN WATER HYDRAULIC PISTON PUMP","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Piston pump; Axial piston pump; Piston (optics); Radial piston pump; Hydraulic motor; Volumetric flow rate; Suction; Valve timing; Variable displacement pump; Stiffness; Flow (mathematics); Mechanics; Mechanical engineering; Control theory (sociology); Plunger pump; Engineering; Hydraulic pump; Materials science; Computer science; Structural engineering; Physics; Control (management)","score_opus":0.014380556004839866,"score_gpt":0.2022650752852276,"score_spread":0.18788451928038774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799528072","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16090824,0.00064051384,0.82637316,0.0001665214,0.00008949977,0.0003052358,0.000100069745,0.00082066964,0.010596122],"genre_scores_gemma":[0.8179652,0.0005039065,0.1754566,0.00002900307,0.000014880971,0.00030008645,0.00009658521,0.00004986125,0.0055837138],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997986,0.00002022903,0.000013277723,0.000044544566,0.00009948773,0.000023953457],"domain_scores_gemma":[0.999905,0.000020425454,0.000020574818,0.0000075880534,0.00003499474,0.000011364759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035792805,0.0003492103,0.0004478816,0.00024288615,0.00026460894,0.0006062311,0.00079696724,0.00048784178,0.0015853642],"category_scores_gemma":[0.0002773873,0.0003610541,0.00028026415,0.00020035647,0.00026991163,0.00041560235,0.00045714245,0.00032370302,0.00036854975],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023586229,0.00020100105,0.0031237113,0.0008715037,0.00006881962,0.0005731162,0.00013975777,0.5766934,0.2548439,0.00833619,0.0016169577,0.15329579],"study_design_scores_gemma":[0.00004755007,0.00030151094,0.0011620409,0.00001215599,0.000025104773,0.000099104276,0.000022876977,0.9709147,0.021149365,0.00025727396,0.005990291,0.000018062969],"about_ca_topic_score_codex":0.0019323049,"about_ca_topic_score_gemma":0.0015027076,"teacher_disagreement_score":0.0019323049,"about_ca_system_score_codex":0.00039076663,"about_ca_system_score_gemma":0.0010711321,"threshold_uncertainty_score":0.0053035617},"labels":[],"label_agreement":null},{"id":"W2799629040","doi":"10.1016/j.enconman.2018.04.046","title":"A novel hydraulic excavator boom driving system with high efficiency and potential energy regeneration capability","year":2018,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Excavator; Bandwidth throttling; Hydraulic machinery; Boom; Automotive engineering; Engineering; Hydraulic pump; Hydraulic circuit; Metering mode; Accumulator (cryptography); Energy consumption; Choke; Hydraulic accumulator; Marine engineering; Control theory (sociology); Mechanical engineering; Computer science; Electrical engineering; Gas compressor","score_opus":0.0039049425656717492,"score_gpt":0.16107540727859143,"score_spread":0.15717046471291968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799629040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55092824,0.0010692897,0.41603965,0.00049090927,0.00052623474,0.0004023782,0.00040095882,0.0058691204,0.024273163],"genre_scores_gemma":[0.93112606,0.00024282795,0.050674625,0.0001153618,0.00007888523,0.00013848486,0.00025332093,0.000046088182,0.017324276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998043,0.000013498874,0.000012290243,0.000045532208,0.00009580095,0.000028524757],"domain_scores_gemma":[0.9998938,0.00001085881,0.000012854441,0.000012175087,0.000047822985,0.000022556611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013289157,0.00043719518,0.00054069405,0.0004004477,0.0007042442,0.00036258713,0.0010950842,0.00050749915,0.0034674366],"category_scores_gemma":[0.00011848491,0.00025513288,0.00021665414,0.00034021717,0.00021311684,0.0006112494,0.00054517196,0.00024376753,0.00087413733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068896014,0.00025688787,0.002684088,0.000744457,0.00005985204,0.0006190983,0.00015931285,0.006583728,0.7210797,0.0026253841,0.0057154843,0.25878304],"study_design_scores_gemma":[0.00048642338,0.0035116735,0.023343315,0.000059067926,0.00025949793,0.004301628,0.00030247436,0.3954493,0.43830395,0.0013673145,0.13230741,0.00030788736],"about_ca_topic_score_codex":0.001458961,"about_ca_topic_score_gemma":0.0029231152,"teacher_disagreement_score":0.0034674366,"about_ca_system_score_codex":0.00021627109,"about_ca_system_score_gemma":0.000700377,"threshold_uncertainty_score":0.0115997195},"labels":[],"label_agreement":null},{"id":"W2799713037","doi":"10.1139/tcsme-2003-0017","title":"DYNAMIC LOADS ON THE DRIVE SHAFT BEARINGS OF A SWASH PLATE AXIAL PISTON PUMP WITH CONICAL CYLINDER BLOCK","year":2004,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Swash; Conical surface; Axial piston pump; Cylinder block; Cylinder; Piston pump; Piston (optics); Radial piston pump; Engineering; Hydraulic cylinder; Position-sensing hydraulic cylinder; Displacement (psychology); Variable displacement pump; Mechanics; Mechanical engineering; Structural engineering; Physics; Optics","score_opus":0.007208732797062131,"score_gpt":0.18535449403782522,"score_spread":0.1781457612407631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799713037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893338,0.00009861995,0.0075651943,0.00005563622,0.00001512536,0.00002287676,0.00009366197,0.00011723869,0.0026977977],"genre_scores_gemma":[0.99848855,0.0000591872,0.00045112803,0.0000035782587,0.0000031652523,0.0000075705943,0.000045646513,0.000006724263,0.00093433127],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999686,0.000044966775,0.000014523061,0.00003447242,0.00016229381,0.000057762107],"domain_scores_gemma":[0.99921703,0.00044101852,0.000095509924,0.00004085807,0.00015831957,0.000047202317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036319185,0.0005067258,0.00074895483,0.00076869206,0.00067918136,0.00051000045,0.000712988,0.0006073733,0.002913073],"category_scores_gemma":[0.001104203,0.00035259523,0.0004558909,0.00035662437,0.0008093459,0.00061257795,0.0005039133,0.00029179928,0.000457336],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032223063,0.0005561816,0.0150664225,0.0006872028,0.000080017664,0.0017932835,0.0008920624,0.6301478,0.2917743,0.0030357756,0.0013800954,0.051364485],"study_design_scores_gemma":[0.000052976753,0.00087305554,0.01640706,0.000018315837,0.000042706022,0.00016994761,0.00035500826,0.9277145,0.053258345,0.00040680732,0.0006579864,0.000043273885],"about_ca_topic_score_codex":0.0059480458,"about_ca_topic_score_gemma":0.0044840677,"teacher_disagreement_score":0.0059480458,"about_ca_system_score_codex":0.00069910625,"about_ca_system_score_gemma":0.0005137711,"threshold_uncertainty_score":0.011826813},"labels":[],"label_agreement":null},{"id":"W2799946439","doi":"10.1139/tcsme-2013-0056","title":"ON THE DESIGN OF NEW PROGRAMMABLE EXACT PATH GENERATORS","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"Path (computing); Linkage (software); Angular displacement; Control theory (sociology); Point (geometry); Position (finance); Link (geometry); Flexibility (engineering); Computer science; Topology (electrical circuits); Mathematics; Engineering; Geometry; Electrical engineering","score_opus":0.017271691643748564,"score_gpt":0.18271641947744283,"score_spread":0.16544472783369427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799946439","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007272193,0.0003156549,0.9865253,0.000046370194,0.00006511535,0.00005850628,0.000024975443,0.00037473402,0.0053172363],"genre_scores_gemma":[0.31994784,0.0008122606,0.6699873,0.00009827495,0.00007043934,0.00030658618,0.00013088959,0.00008114348,0.008565149],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996995,0.00005147228,0.000020549336,0.00007369999,0.00013499704,0.00001987219],"domain_scores_gemma":[0.9997938,0.000045870638,0.00004826191,0.00003130559,0.00006672052,0.000013998241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039500915,0.0005192625,0.00041062772,0.0005624828,0.00025707213,0.00064830034,0.0011342884,0.0004185676,0.0030998236],"category_scores_gemma":[0.00050960685,0.00030120273,0.00028423461,0.00050343276,0.00039731537,0.00094272866,0.00046431614,0.00047365605,0.00058708474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018638682,0.00006940088,0.0005684067,0.0008275548,0.000071254515,0.00040908722,0.00024714222,0.12323969,0.14164108,0.25839686,0.0036394047,0.47070372],"study_design_scores_gemma":[0.00015441787,0.0009803585,0.00057277054,0.000104291816,0.00008097891,0.0013112655,0.000048426158,0.79209495,0.0622765,0.040137492,0.10213985,0.00009866572],"about_ca_topic_score_codex":0.00016322765,"about_ca_topic_score_gemma":0.00025728764,"teacher_disagreement_score":0.0030998236,"about_ca_system_score_codex":0.0002851325,"about_ca_system_score_gemma":0.0003992978,"threshold_uncertainty_score":0.0103699565},"labels":[],"label_agreement":null},{"id":"W2799950159","doi":"10.1139/tcsme-2006-0024","title":"PARAMETER IDENTIFICATION IN A HIGH PERFORMANCE HYDROSTATIC ACTUATION SYSTEM USING THE UNSCENTED KALMAN FILTER","year":2006,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Control theory (sociology); Kalman filter; Actuator; Hydrostatic equilibrium; Fault (geology); Stability (learning theory); Extended Kalman filter; System identification; Mechanical system; Hydraulic machinery; Fault detection and isolation; Hydraulic fluid; Engineering; Computer science; Control engineering; Mechanical engineering; Artificial intelligence; Physics","score_opus":0.010642613883815103,"score_gpt":0.1893200426194245,"score_spread":0.1786774287356094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799950159","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015773984,0.00010517071,0.98336744,0.00005774168,0.000016074906,0.000013065541,0.00001257275,0.00025039754,0.00040358063],"genre_scores_gemma":[0.81865793,0.00030776366,0.17851281,0.000064601394,0.00003961761,0.00009225719,0.000077702425,0.00004139547,0.0022058443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996526,0.00007011788,0.000027280435,0.00009824428,0.000121365956,0.000030447925],"domain_scores_gemma":[0.99941516,0.00029907073,0.00010586039,0.000043796823,0.000121752906,0.000014352901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006179791,0.00049812667,0.0005394426,0.00025622573,0.00034154713,0.0006297505,0.00041324028,0.0005471689,0.0006417282],"category_scores_gemma":[0.0021372295,0.00031786677,0.00037511624,0.00020846269,0.0005269066,0.00085904705,0.00048908655,0.00062840653,0.00021649843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001689866,0.000051337272,0.0018135478,0.00017946464,0.00006618538,0.00015831568,0.0003023602,0.8129538,0.028976392,0.008729126,0.0004887552,0.14611173],"study_design_scores_gemma":[0.00000797634,0.000037839625,0.00041229097,0.000005246004,0.0000071919835,0.0000193583,0.0000073585425,0.995133,0.0031394472,0.0007181597,0.0005027948,0.000009347546],"about_ca_topic_score_codex":0.008861918,"about_ca_topic_score_gemma":0.005082305,"teacher_disagreement_score":0.008861918,"about_ca_system_score_codex":0.00048096062,"about_ca_system_score_gemma":0.000802976,"threshold_uncertainty_score":0.017620683},"labels":[],"label_agreement":null},{"id":"W2800048734","doi":"10.1139/tcsme-2017-1005","title":"EXPERIMENTAL COMPARISON BETWEEN PROPORTIONAL AND PWM-SOLENOID VALVES CONTROLLED SERVOPNEUMATIC POSITIONING SYSTEMS","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Ministry of Higher Education, Malaysia; Natural Sciences and Engineering Research Council of Canada; Universiti Tun Hussein Onn Malaysia","keywords":"Control theory (sociology); Solenoid; Pulse-width modulation; Solenoid valve; Servomechanism; Positioning system; Controller (irrigation); Dead zone; Backstepping; Computer science; Engineering; Control engineering; Adaptive control; Control (management); Voltage; Mechanical engineering","score_opus":0.01767978045472259,"score_gpt":0.23752094327562273,"score_spread":0.21984116282090013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800048734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97777987,0.00022777115,0.01815529,0.000052044703,0.00010209118,0.00011016782,0.00014996718,0.00031337925,0.0031094586],"genre_scores_gemma":[0.994375,0.00007284769,0.004118956,0.000009115775,0.0000071956674,0.00004912167,0.00006230435,0.0000114890745,0.0012939733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993431,0.00009335853,0.00006743577,0.000114629656,0.0003043799,0.00007706653],"domain_scores_gemma":[0.9990392,0.00029921433,0.00010614004,0.00014551118,0.00035752606,0.000052511372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070114597,0.00033662163,0.00030959645,0.00033905022,0.0003155109,0.0004000663,0.000854486,0.0006414121,0.0032429532],"category_scores_gemma":[0.0016546124,0.00017074656,0.00017352213,0.0003103796,0.0004730052,0.0003786186,0.00047189897,0.0002694442,0.00032162323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012709496,0.00037490972,0.0010446014,0.00081856037,0.00002552893,0.00019390637,0.00045483536,0.004184555,0.96086437,0.0006138556,0.00023910584,0.02991476],"study_design_scores_gemma":[0.00023452776,0.007837793,0.011324839,0.00004973315,0.000047686302,0.0002449502,0.00021066747,0.025293965,0.95122784,0.00020241557,0.0032827873,0.000042837753],"about_ca_topic_score_codex":0.0005231662,"about_ca_topic_score_gemma":0.0005508604,"teacher_disagreement_score":0.0032429532,"about_ca_system_score_codex":0.0001832376,"about_ca_system_score_gemma":0.00022371286,"threshold_uncertainty_score":0.010848701},"labels":[],"label_agreement":null},{"id":"W2800449502","doi":"10.4043/28747-ms","title":"A Practical Approach to Evaluate Acoustic and Flow Induced Fatigue of Piping Systems","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Piping; Vibration fatigue; Vibration; Acoustics; Structural engineering; Random vibration; Finite element method; Mechanics; Stress (linguistics); Natural frequency; Range (aeronautics); Flow (mathematics); Pressure vessel; Materials science; Physics; Engineering; Mechanical engineering","score_opus":0.07096491030630034,"score_gpt":0.30210323704481273,"score_spread":0.2311383267385124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800449502","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22324847,0.00013152893,0.76947457,0.000042515818,0.000020271527,0.00020838177,0.00027724152,0.0015326319,0.005064397],"genre_scores_gemma":[0.89174116,0.00005993138,0.10658815,0.000014315039,0.0000038538547,0.0001892138,0.00012907259,0.000047978814,0.0012262989],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956506,0.000116186995,0.00003303245,0.000049794293,0.00021058398,0.000025416675],"domain_scores_gemma":[0.9990827,0.0005249471,0.00007209406,0.00007511474,0.00022736484,0.000017819802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000708501,0.00063232577,0.00030971662,0.0014563618,0.0002536461,0.00035018995,0.00041191993,0.0007300218,0.0038144072],"category_scores_gemma":[0.002087088,0.00022822405,0.0002492772,0.00044896005,0.0003017828,0.0004792456,0.00037058952,0.00032800494,0.00060291035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002003038,0.00033603868,0.010681244,0.00038423794,0.000042600594,0.00018566052,0.00027299492,0.6464336,0.17926319,0.0035197083,0.0006383859,0.15804207],"study_design_scores_gemma":[0.000009641405,0.00038667434,0.005634084,0.000019279565,0.000009384951,0.00010989603,0.000068181944,0.96189386,0.029699745,0.001028802,0.0011178041,0.000022574124],"about_ca_topic_score_codex":0.00084552815,"about_ca_topic_score_gemma":0.00071845105,"teacher_disagreement_score":0.0038144072,"about_ca_system_score_codex":0.0003523039,"about_ca_system_score_gemma":0.00022029715,"threshold_uncertainty_score":0.01276046},"labels":[],"label_agreement":null},{"id":"W2800578822","doi":"","title":"Study on extraction parameters of flutter derivatives for the development of a time-domain formulation of self-excited forces","year":2017,"lang":"en","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Flutter; Extraction (chemistry); Time domain; Domain (mathematical analysis); Excited state; Engineering; Computer science; Mathematics; Control theory (sociology); Mathematical analysis; Physics; Chemistry; Artificial intelligence; Aerospace engineering; Chromatography; Computer vision; Control (management)","score_opus":0.022047821986857886,"score_gpt":0.2321070910244537,"score_spread":0.2100592690375958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800578822","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23392351,0.0004979075,0.7615785,0.0001203643,0.00003447627,0.00010303299,0.000045232664,0.00015062967,0.0035464372],"genre_scores_gemma":[0.8579251,0.00031008056,0.14002283,0.000023134466,0.000014314574,0.00007186836,0.000066916786,0.00009766214,0.0014680389],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978,0.00007315431,0.000017883385,0.000026358919,0.000091290756,0.0000112854195],"domain_scores_gemma":[0.99896216,0.0006909884,0.00011634536,0.00007298253,0.00014141922,0.000015985479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077722524,0.00042346978,0.00022597755,0.00031690428,0.00012693502,0.0005231086,0.00032568292,0.00047708285,0.00088873],"category_scores_gemma":[0.0025323925,0.00016789703,0.00030233775,0.00016119899,0.00035127215,0.0008777287,0.00026516203,0.00056237046,0.00014476807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021546723,0.00034450134,0.0039661378,0.00071924506,0.00007702646,0.00046907866,0.0004396948,0.44509834,0.39622292,0.020107534,0.00051003933,0.13183008],"study_design_scores_gemma":[0.0000069846105,0.00008337944,0.0010827953,0.00002171474,0.000011427161,0.000084847205,0.000020542268,0.96096647,0.036196917,0.0006204266,0.000891845,0.000012632838],"about_ca_topic_score_codex":0.0004551354,"about_ca_topic_score_gemma":0.00049574947,"teacher_disagreement_score":0.00088873,"about_ca_system_score_codex":0.00021261937,"about_ca_system_score_gemma":0.00031727215,"threshold_uncertainty_score":0.0041104555},"labels":[],"label_agreement":null},{"id":"W2801154421","doi":"10.1139/tcsme-2008-0009","title":"IDENTIFICATION OF THE NONLINEAR FRICTION CHARACTERISTICS IN A HYDRAULIC ACTUATOR USING THE EXTENDED KALMAN FILTER","year":2008,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Extended Kalman filter; Control theory (sociology); Nonlinear system; Actuator; Hydraulic cylinder; Observability; Kalman filter; Piston (optics); Engineering; Computer science; Mathematics; Mechanical engineering; Applied mathematics; Physics","score_opus":0.016540410022199182,"score_gpt":0.20855719008323,"score_spread":0.19201678006103082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801154421","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047663867,0.00017940643,0.95134777,0.0000390328,0.000014951355,0.000015085931,0.00001715758,0.00018454528,0.00053819537],"genre_scores_gemma":[0.9376346,0.00029741463,0.060735628,0.000016399961,0.000010793901,0.00002838138,0.000040675084,0.000017272852,0.0012187918],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998111,0.000038744125,0.000015926267,0.000043191456,0.00007106739,0.00001994856],"domain_scores_gemma":[0.9995888,0.00019482557,0.00008985772,0.00004126041,0.000075682074,0.000009583963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044363228,0.00043108276,0.00045420075,0.00028352794,0.00021939896,0.00043148504,0.00033096108,0.00041615375,0.00049774646],"category_scores_gemma":[0.0019325182,0.0002073575,0.0003478752,0.00018758069,0.00034786641,0.0008946732,0.000366283,0.00037056953,0.00013531443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020710786,0.000052616113,0.007653771,0.00029391528,0.000108109096,0.00026003405,0.00032319338,0.75092393,0.05794152,0.0058645396,0.00035482922,0.17601642],"study_design_scores_gemma":[0.000007918941,0.00006121435,0.0023293674,0.000010379395,0.000015535396,0.000072251845,0.000019364226,0.98963624,0.006410158,0.0008116714,0.0006102497,0.000015644793],"about_ca_topic_score_codex":0.0065653566,"about_ca_topic_score_gemma":0.0042827,"teacher_disagreement_score":0.0065653566,"about_ca_system_score_codex":0.0003508441,"about_ca_system_score_gemma":0.00063726987,"threshold_uncertainty_score":0.013054311},"labels":[],"label_agreement":null},{"id":"W2801200931","doi":"10.1139/tcsme-2000-0018","title":"MEASUREMENTS OF PULSATILE FLOW IN A TAPERED TUBE","year":2000,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Stantec (Canada); University of Ottawa","funders":"","keywords":"Pulsatile flow; Tube (container); Flow (mathematics); Mechanics; Materials science; Physics; Composite material; Medicine; Cardiology","score_opus":0.016613707980093918,"score_gpt":0.194192069471558,"score_spread":0.17757836149146408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801200931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97807145,0.00025276648,0.020979278,0.000029544899,0.000017057744,0.000030309206,0.00009907052,0.00023627815,0.00028429792],"genre_scores_gemma":[0.9861077,0.00024894034,0.013126058,0.000033178756,0.000021751024,0.000032128795,0.000115275216,0.00003248406,0.00028247968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996848,0.000054428783,0.000015420104,0.000051702307,0.00014762944,0.0000461046],"domain_scores_gemma":[0.9992071,0.0003070705,0.00012995949,0.000064982065,0.0001984965,0.00009254964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032714297,0.0002447354,0.0002728535,0.00065131014,0.00025365624,0.00043993516,0.00042498324,0.00034937763,0.00036746537],"category_scores_gemma":[0.0012634769,0.00012442963,0.00018982473,0.0004396214,0.00048639142,0.00032325185,0.00033169863,0.0005095913,0.00008212793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002379061,0.000028347466,0.00175514,0.000037969694,0.0000064808187,0.00010589306,0.00016726051,0.0004812208,0.98877317,0.00013206522,0.000038915296,0.008235604],"study_design_scores_gemma":[0.000065611544,0.0024683087,0.038441524,0.000031221516,0.000070583774,0.0010136539,0.00015550313,0.021011041,0.9352064,0.00024309833,0.0012260844,0.00006692049],"about_ca_topic_score_codex":0.00049490226,"about_ca_topic_score_gemma":0.0002238522,"teacher_disagreement_score":0.00065131014,"about_ca_system_score_codex":0.00020298889,"about_ca_system_score_gemma":0.0002193885,"threshold_uncertainty_score":0.0017300844},"labels":[],"label_agreement":null},{"id":"W2801307320","doi":"10.1139/tcsme-2014-0035","title":"ON HIGH BANDWIDTH OUTPUT PRESSURE CONTROL DESIGN OF HYDRAULIC ACTUATORS USING QUANTITATIVE FEEDBACK THEORY","year":2014,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantitative feedback theory; Control theory (sociology); Actuator; Bandwidth (computing); Parametric statistics; Computer science; Electro-hydraulic actuator; Control engineering; Plant; Feedback loop; Robust control; Control system; Engineering; Control (management); Mathematics","score_opus":0.015002264357989105,"score_gpt":0.2023594663529627,"score_spread":0.1873572019949736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801307320","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01924737,0.0003002847,0.9783149,0.000057519173,0.000021597603,0.000034635723,0.0000070493015,0.00014306934,0.0018735579],"genre_scores_gemma":[0.914708,0.00041853264,0.083473854,0.000058985934,0.00002645171,0.00011572709,0.000019149087,0.000033054363,0.0011460956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995383,0.0001144423,0.000023619928,0.00008713338,0.00020184834,0.000034734145],"domain_scores_gemma":[0.9992981,0.00041369276,0.00009733798,0.000033660832,0.00014478703,0.000012417684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009288126,0.0005728804,0.0003997251,0.00033837534,0.00020712396,0.0005897853,0.0006438607,0.00044822117,0.0008757672],"category_scores_gemma":[0.0017466532,0.00025605597,0.00035865113,0.00024483574,0.00064282335,0.0005706675,0.00046169982,0.00044427827,0.0001436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031956195,0.00014032079,0.00052181113,0.0010513796,0.00008089707,0.0002638827,0.0004845425,0.4959166,0.3072875,0.03200738,0.0006447884,0.16128127],"study_design_scores_gemma":[0.00003867246,0.00048311296,0.00037567274,0.000030611205,0.000023274186,0.0000761555,0.000028346936,0.9686433,0.025830705,0.0027997629,0.0016482706,0.000021994028],"about_ca_topic_score_codex":0.0008181862,"about_ca_topic_score_gemma":0.0006052491,"teacher_disagreement_score":0.0009288126,"about_ca_system_score_codex":0.00030492304,"about_ca_system_score_gemma":0.00038422926,"threshold_uncertainty_score":0.004912138},"labels":[],"label_agreement":null},{"id":"W2801349330","doi":"10.1139/tcsme-2013-0046","title":"ROBUST CONTROL FOR A PNEUMATIC MUSCLE ACTUATOR SYSTEM","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Actuator; Robust control; Control engineering; Nonlinear system; Computer science; System identification; Control system; Controller (irrigation); Transfer function; System dynamics; Robustness (evolution); Control (management); Engineering; Artificial intelligence","score_opus":0.01159755968812466,"score_gpt":0.17046313970965865,"score_spread":0.158865580021534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801349330","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027043141,0.00061571976,0.965883,0.00032480113,0.00007602334,0.00004286496,0.00004198972,0.0004837541,0.005488641],"genre_scores_gemma":[0.95480204,0.0005323573,0.039657008,0.000120007986,0.00007371315,0.00012431474,0.000061571314,0.000030740666,0.004598115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995826,0.000100586985,0.000022231749,0.000094365205,0.00016791243,0.00003223952],"domain_scores_gemma":[0.99966836,0.000116445946,0.000113890776,0.0000225279,0.0000655449,0.000013254588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005840556,0.00066680176,0.0005581295,0.00023067251,0.00028225142,0.0007278291,0.00063473074,0.00077342254,0.0012288077],"category_scores_gemma":[0.0010045053,0.00020743188,0.00042559806,0.00021198357,0.0005395601,0.0004631145,0.00068414235,0.00064033375,0.00026938564],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019289226,0.000057540787,0.00030175998,0.00032060855,0.00007768211,0.0003408513,0.00014831299,0.8418286,0.083899826,0.022049008,0.0010555058,0.04972748],"study_design_scores_gemma":[0.00001779505,0.00020220556,0.00022436783,0.000010442788,0.000013348584,0.00003917736,0.000007961581,0.9939738,0.0028221086,0.0013479207,0.0013293432,0.000011530971],"about_ca_topic_score_codex":0.0037501885,"about_ca_topic_score_gemma":0.0016318089,"teacher_disagreement_score":0.0037501885,"about_ca_system_score_codex":0.00043844414,"about_ca_system_score_gemma":0.00059697224,"threshold_uncertainty_score":0.00745672},"labels":[],"label_agreement":null},{"id":"W2801516313","doi":"10.1139/tcsme-2016-0021","title":"A SOLUTION FOR NONLINEAR STABILITY ANALYSIS OF QFT CONTROLLERS DESIGNED FOR HYDRAULICALLY ACTUATED SYSTEMS","year":2016,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Control theory (sociology); Quantitative feedback theory; Nonlinear system; Stability (learning theory); Controller (irrigation); Parametric statistics; Control engineering; Fuzzy logic; Hydraulic machinery; Computer science; Nonlinear control; Robust control; Engineering; Mathematics; Control (management); Physics","score_opus":0.016549455538909606,"score_gpt":0.20606917757631943,"score_spread":0.18951972203740983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801516313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006758658,0.00017200178,0.98737955,0.00015044096,0.000038142087,0.00004490192,0.00002221077,0.00005567994,0.0053783404],"genre_scores_gemma":[0.84778064,0.00067953445,0.13876067,0.00016514813,0.00007653611,0.00046508154,0.000103010636,0.00008966395,0.011879768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999744,0.00006776395,0.000013698455,0.00005453873,0.00009204751,0.00002800493],"domain_scores_gemma":[0.9993649,0.00033968128,0.00006358785,0.00002314228,0.00019414473,0.0000145069225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010016579,0.00091153313,0.0005188074,0.0005212158,0.0005012956,0.0009311133,0.00054143125,0.0013186277,0.0039425595],"category_scores_gemma":[0.002765533,0.0002891639,0.00075939373,0.0002111734,0.0007924096,0.00063232007,0.0010505074,0.0012184364,0.00042875393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006971314,0.000035021887,0.00035616296,0.0003144968,0.000044546,0.00020643111,0.00034112937,0.87443554,0.014673514,0.0690591,0.0013206886,0.03914368],"study_design_scores_gemma":[0.0000053167687,0.000026634902,0.00007238846,0.000016196009,0.00000557797,0.000015964222,0.000023479317,0.9918801,0.00079383474,0.0063095726,0.00084520713,0.000005649446],"about_ca_topic_score_codex":0.0039403713,"about_ca_topic_score_gemma":0.002451094,"teacher_disagreement_score":0.0039425595,"about_ca_system_score_codex":0.0006854835,"about_ca_system_score_gemma":0.0011616899,"threshold_uncertainty_score":0.013189137},"labels":[],"label_agreement":null},{"id":"W2801622787","doi":"10.1139/tcsme-2005-0027","title":"A TEST RIG FOR EXPERIMENTATION ON FAULT TOLERANT CONTROL AND CONDITION MONITORING ALGORITHMS IN FLUID POWER SYSTEMS: FROM DESIGN THROUGH IMPLEMENTATION","year":2005,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fluid power; Benchmark (surveying); Aerospace; Fault (geology); Actuator; Power (physics); Engineering; Computer science; Control engineering; Reliability engineering; Mechanical engineering; Aerospace engineering","score_opus":0.017308354246112607,"score_gpt":0.2547682444482357,"score_spread":0.2374598902021231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801622787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22378746,0.00021262042,0.76759374,0.00036625008,0.00012846306,0.0013806127,0.00041982252,0.0031949275,0.0029160725],"genre_scores_gemma":[0.7813564,0.00021670939,0.21469995,0.00011328016,0.000037470007,0.0011923905,0.00046184578,0.00017777811,0.0017441583],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989473,0.00034539137,0.00006973322,0.00007749396,0.0004589588,0.00010105315],"domain_scores_gemma":[0.99738985,0.0010489401,0.00021514235,0.00060397264,0.00058344635,0.00015874727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017567212,0.00047845184,0.00038744122,0.00046623545,0.00042318547,0.00047556296,0.0013429162,0.00057964376,0.0021368861],"category_scores_gemma":[0.0041654212,0.00019507427,0.00022337612,0.00026505586,0.00074669725,0.0007452282,0.0005390949,0.00065619143,0.000387698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017296054,0.0015959437,0.008632762,0.0008906867,0.00008592662,0.0006680097,0.0006822473,0.13859244,0.59813035,0.014532418,0.002764959,0.23169464],"study_design_scores_gemma":[0.0006653765,0.0137808295,0.00810358,0.000101980084,0.00008226449,0.00067076174,0.00031468566,0.23097758,0.7151764,0.0031911754,0.026820518,0.00011485015],"about_ca_topic_score_codex":0.0016856582,"about_ca_topic_score_gemma":0.0011979635,"teacher_disagreement_score":0.0021368861,"about_ca_system_score_codex":0.0006457933,"about_ca_system_score_gemma":0.00093350635,"threshold_uncertainty_score":0.009290576},"labels":[],"label_agreement":null},{"id":"W2801932823","doi":"10.1139/tcsme-2016-0022","title":"IMPROVING ELECTRO-HYDRAULIC SYSTEM PERFORMANCE BY DOUBLE-VALVE ACTUATION","year":2016,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electrohydraulic servo valve; Actuator; Valve actuator; Servomechanism; Control theory (sociology); Hydraulic machinery; Computer science; Bandwidth (computing); Servo bandwidth; Hydraulic circuit; Control valves; Flow control valve; Servo; Flow (mathematics); Control engineering; Servo control; Engineering; Control (management); Mechanical engineering; Physics","score_opus":0.006665489664005119,"score_gpt":0.17364062393810056,"score_spread":0.16697513427409544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801932823","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.300315,0.0010873367,0.6911273,0.00021723827,0.00011408548,0.000039101113,0.000026452119,0.0012625649,0.005810915],"genre_scores_gemma":[0.9600733,0.00017647822,0.038534857,0.000029789368,0.000021349355,0.000009537084,0.000013403911,0.000015940157,0.0011252537],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998153,0.00002386411,0.0000130700955,0.00003963011,0.00008364027,0.000024428866],"domain_scores_gemma":[0.9998192,0.00007249668,0.000032762222,0.000025153373,0.00003682769,0.000013584245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019591516,0.00026961174,0.00025945468,0.00017773632,0.00016229229,0.0003207334,0.0004468654,0.00034058647,0.00076407427],"category_scores_gemma":[0.0004489736,0.00012488132,0.00010955162,0.000104726176,0.00021139864,0.000714044,0.00037432625,0.00026648625,0.00018424497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013455815,0.00006363659,0.00038806873,0.00015541939,0.000011805322,0.000055807363,0.00005401565,0.012750941,0.91566116,0.002866633,0.00030880107,0.06754914],"study_design_scores_gemma":[0.00007074773,0.00059252,0.0020017193,0.000018953479,0.000030020075,0.00038831032,0.000024917726,0.48570192,0.49922538,0.0014562333,0.010448042,0.00004125148],"about_ca_topic_score_codex":0.00019858671,"about_ca_topic_score_gemma":0.0003469556,"teacher_disagreement_score":0.00076407427,"about_ca_system_score_codex":0.00016599668,"about_ca_system_score_gemma":0.00016968818,"threshold_uncertainty_score":0.0025560856},"labels":[],"label_agreement":null},{"id":"W2802862746","doi":"10.1139/tcsme-2013-0008","title":"WHICH WILL WIN IN THE GEAR PUMP TECHNOLOGY","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gear pump; Non-circular gear; Mechanical engineering; Radial piston pump; Progressive cavity pump; Engineering; Current (fluid); Displacement (psychology); Action (physics); Spiral bevel gear; Variable displacement pump; Computer science; Control theory (sociology); Mechanics; Physics; Electrical engineering; Control (management)","score_opus":0.006919627682351403,"score_gpt":0.18076515544169275,"score_spread":0.17384552775934134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802862746","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0119255055,0.022342402,0.07147498,0.2120916,0.052442748,0.0003320429,0.000286202,0.0015808085,0.62752366],"genre_scores_gemma":[0.16476084,0.023253094,0.055204462,0.052435424,0.013255273,0.0003312412,0.0002883354,0.0006360762,0.6898353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984042,0.00022782339,0.000060356087,0.00022926387,0.0008048637,0.00027351562],"domain_scores_gemma":[0.99901664,0.00019826287,0.000045249344,0.0001368975,0.0003659045,0.0002371077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034629118,0.00079606095,0.00048892555,0.00066257204,0.0018915667,0.0040041595,0.000870134,0.004476849,0.027533118],"category_scores_gemma":[0.005311419,0.00028756,0.00072154764,0.00034502384,0.0024044423,0.009888185,0.002592541,0.0043427614,0.016288497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008934428,0.00010661727,0.00063833303,0.00018642962,0.000020846048,0.00027781614,0.00029780972,0.00027980795,0.0014299591,0.6178915,0.20865384,0.17012773],"study_design_scores_gemma":[0.00002827823,0.00013955931,0.0004002999,0.00016803079,0.000012111803,0.00036958227,0.00023640791,0.0005796456,0.0012077743,0.11770089,0.8791277,0.00002975921],"about_ca_topic_score_codex":0.0006754088,"about_ca_topic_score_gemma":0.0007138079,"teacher_disagreement_score":0.027533118,"about_ca_system_score_codex":0.0010447925,"about_ca_system_score_gemma":0.0011703824,"threshold_uncertainty_score":0.092107415},"labels":[],"label_agreement":null},{"id":"W2803666128","doi":"10.1115/isps2013-2940","title":"Hybrid Variable Damping Control: Design, Simulation, and Optimization","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Damper; Control theory (sociology); Variable (mathematics); Excitation; Component (thermodynamics); Electromagnetics; Damping torque; Engineering; Computer science; Physics; Control engineering; Control (management); Mathematics; Electronic engineering; Electrical engineering; Mathematical analysis","score_opus":0.011998961361709989,"score_gpt":0.1978197687615923,"score_spread":0.1858208073998823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803666128","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06303811,0.0006052345,0.91933167,0.00022981655,0.000045239147,0.000113281225,0.000092100585,0.00064709364,0.015897492],"genre_scores_gemma":[0.9077442,0.00027647073,0.08794211,0.00004568901,0.000014203214,0.00029052046,0.00007016007,0.000055304583,0.0035613547],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998136,0.000057129128,0.000007045654,0.00002624247,0.000072692,0.000023298415],"domain_scores_gemma":[0.99953365,0.0002960077,0.000056533238,0.00002463725,0.000074323805,0.000014849968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007659255,0.0004933874,0.00053297327,0.00039816278,0.00022980514,0.0008845772,0.0006373601,0.00080044154,0.0024500613],"category_scores_gemma":[0.0011161944,0.00034821214,0.0003404256,0.0003610324,0.00052731077,0.0005319412,0.0004726048,0.00047327558,0.00021783916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031441265,0.00001737491,0.00015878282,0.00003550057,0.0000072377547,0.000009129899,0.000012249658,0.98956096,0.0008306377,0.0023289013,0.00014403625,0.0068637896],"study_design_scores_gemma":[0.0000055292317,0.000010662571,0.00002632815,0.0000024410742,0.0000017628956,0.0000016467118,0.0000018483624,0.99922836,0.00020267579,0.0003379986,0.00017936979,0.0000013895497],"about_ca_topic_score_codex":0.0046887756,"about_ca_topic_score_gemma":0.0042571393,"teacher_disagreement_score":0.0046887756,"about_ca_system_score_codex":0.0005475818,"about_ca_system_score_gemma":0.000711225,"threshold_uncertainty_score":0.009322941},"labels":[],"label_agreement":null},{"id":"W2804352950","doi":"","title":"Commissioning and verification of compressed air yield on the hydraulic air compressor demonstrator","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Independent Electricity System Operator; Mitacs; Northern Ontario Heritage Fund Corporation","keywords":"Compressed air; Gas compressor; Air compressor; Mechanical engineering; Engineering; Project commissioning; Environmental science; Art","score_opus":0.012818722352559354,"score_gpt":0.19602494706783316,"score_spread":0.1832062247152738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804352950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549207,0.0000881175,0.028169703,0.000473788,0.0001562837,0.00039384255,0.0007560619,0.001553014,0.013488325],"genre_scores_gemma":[0.98544216,0.00004083054,0.0067943768,0.000035495366,0.000012520664,0.000077118864,0.00026962472,0.00013532615,0.0071924925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832493,0.00014409586,0.000056730325,0.00016618677,0.0011794874,0.00012846451],"domain_scores_gemma":[0.9970553,0.0005841003,0.0001963143,0.0005695693,0.0014031107,0.00019156157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022426534,0.00038014157,0.00041262124,0.00048542366,0.0009472214,0.0006767217,0.00093226106,0.0007849976,0.003891313],"category_scores_gemma":[0.0048694755,0.00019521441,0.00020790173,0.00035682452,0.00091078255,0.0006959358,0.0008171269,0.00078587444,0.0008820927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016408891,0.0004811418,0.014389908,0.00048769763,0.00006530601,0.0029095702,0.0024446098,0.026065078,0.8416497,0.0056392197,0.0076070037,0.096619874],"study_design_scores_gemma":[0.00012431467,0.002822612,0.01686577,0.000027304246,0.000026391193,0.00047662092,0.00045967536,0.029391741,0.92839277,0.00033753386,0.02101074,0.000064698994],"about_ca_topic_score_codex":0.002871773,"about_ca_topic_score_gemma":0.003581441,"teacher_disagreement_score":0.003891313,"about_ca_system_score_codex":0.0010574195,"about_ca_system_score_gemma":0.0009951252,"threshold_uncertainty_score":0.013017774},"labels":[],"label_agreement":null},{"id":"W2804448310","doi":"10.1139/tcsme-2017-0073","title":"On the evaluation of a general model for optimum revolute cylindrical cylindrical cylindrical path generation","year":2018,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Revolute joint; Path (computing); MATLAB; Work (physics); Computer science; Joint (building); Mathematical optimization; Mathematics; Engineering; Mechanical engineering; Structural engineering","score_opus":0.04500381293581385,"score_gpt":0.25165204374116934,"score_spread":0.2066482308053555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804448310","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0077970107,0.000173987,0.9809207,0.00010046459,0.00001878669,0.000049939754,0.00008685237,0.0002252732,0.01062696],"genre_scores_gemma":[0.58180004,0.0011392535,0.4022407,0.00013303378,0.00003305535,0.0005837103,0.00046971737,0.00047936966,0.0131211085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996648,0.00008343243,0.000011337318,0.000051399074,0.00015814842,0.000030956737],"domain_scores_gemma":[0.9995944,0.00020828008,0.00004946859,0.000035748963,0.00010226589,0.000009883344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007357751,0.00068231364,0.0009228578,0.00049818814,0.00034415873,0.0012500951,0.0008825185,0.0009197653,0.0048248405],"category_scores_gemma":[0.001490048,0.0004035958,0.00069008523,0.0005379051,0.0004897304,0.00073110266,0.00046109525,0.0006540979,0.0008865137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011064033,0.0000073319293,0.00006038116,0.000056073666,0.000004135463,0.000019127658,0.000015537096,0.9814937,0.0021176892,0.009889717,0.00023539888,0.0060898867],"study_design_scores_gemma":[0.0000031293712,0.000016622811,0.000034376484,0.000008291569,0.0000030570427,0.000012369999,0.0000060113352,0.9966605,0.0009882391,0.0011671485,0.0010968148,0.000003463865],"about_ca_topic_score_codex":0.0036788234,"about_ca_topic_score_gemma":0.0045264997,"teacher_disagreement_score":0.0048248405,"about_ca_system_score_codex":0.0010565781,"about_ca_system_score_gemma":0.0014936371,"threshold_uncertainty_score":0.0161407},"labels":[],"label_agreement":null},{"id":"W2804739928","doi":"10.1007/s12555-017-0087-1","title":"Inertial Parameter Estimation of an Excavator with Adaptive Updating Rule Using Performance Analysis of Kalman Filter","year":2018,"lang":"en","type":"article","venue":"International Journal of Control Automation and Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Excavator; Control theory (sociology); Inertia; Extended Kalman filter; Kalman filter; Recursive least squares filter; Swing; Filter (signal processing); Computer science; Engineering; Algorithm; Adaptive filter; Artificial intelligence; Computer vision","score_opus":0.013393560414648977,"score_gpt":0.25075506618062027,"score_spread":0.2373615057659713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804739928","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07229741,0.00025018293,0.92518634,0.000094067924,0.000051011153,0.000020247362,0.00002805072,0.0002252255,0.0018475265],"genre_scores_gemma":[0.9705654,0.00017526561,0.027845774,0.000021112912,0.000025016168,0.000035593785,0.000046768324,0.000017157652,0.0012679192],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977046,0.000034050878,0.000018516426,0.00007697341,0.00007593486,0.000024166953],"domain_scores_gemma":[0.99958104,0.0001386857,0.000058406207,0.0000447079,0.00016657576,0.000010650955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039759933,0.00038883265,0.000601107,0.00028519065,0.00039735588,0.0005731455,0.0005347474,0.00064044393,0.0006666013],"category_scores_gemma":[0.0013533895,0.00025577977,0.00033908273,0.00033896603,0.00034487457,0.0006939972,0.00047576948,0.00045395314,0.00020314165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025659424,0.000052381954,0.004208238,0.0002143858,0.00008461282,0.00017246552,0.00020559573,0.8162202,0.025683984,0.003584026,0.00074613176,0.14857136],"study_design_scores_gemma":[0.000009363795,0.000044105935,0.0013575521,0.0000051993306,0.000020124688,0.000026130854,0.000010227145,0.99539125,0.002429715,0.00040554052,0.00029071356,0.000010042916],"about_ca_topic_score_codex":0.008097648,"about_ca_topic_score_gemma":0.004005738,"teacher_disagreement_score":0.008097648,"about_ca_system_score_codex":0.00028700562,"about_ca_system_score_gemma":0.0005307212,"threshold_uncertainty_score":0.016101003},"labels":[],"label_agreement":null},{"id":"W2811172216","doi":"10.4050/f-0074-2018-12762","title":"Toward Improved UH-60A Blade Structural Loads Correlation","year":2018,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Blade (archaeology); Structural engineering; Computer science; Engineering","score_opus":0.01225048043602194,"score_gpt":0.21401658989438946,"score_spread":0.2017661094583675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811172216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50628585,0.00035889313,0.475311,0.0002809341,0.00012315804,0.0001835459,0.0012571336,0.008457814,0.0077416482],"genre_scores_gemma":[0.8507161,0.00010455904,0.14538635,0.00007187068,0.000033919467,0.00007378303,0.001391474,0.00028038348,0.0019415838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987484,0.00031345725,0.00006796622,0.00025714797,0.0005012067,0.00011169332],"domain_scores_gemma":[0.9971681,0.000898262,0.00021780525,0.0006463901,0.0009557154,0.00011369968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023877863,0.0011986397,0.00094764295,0.0014746323,0.00036071657,0.0007719395,0.001131931,0.0008400969,0.003635579],"category_scores_gemma":[0.0038272857,0.000489313,0.000617151,0.0007914686,0.00024758317,0.0012613859,0.0011421106,0.000853523,0.002190244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007784556,0.0016419578,0.090632394,0.0003096893,0.00011264517,0.0003333087,0.00026897716,0.40585577,0.11309578,0.0032733392,0.0038026287,0.3798951],"study_design_scores_gemma":[0.000050735187,0.00034162277,0.023884358,0.000030269983,0.000014681125,0.000061718376,0.000055417197,0.9473089,0.025179561,0.00071695866,0.0023152118,0.000040675728],"about_ca_topic_score_codex":0.0042406893,"about_ca_topic_score_gemma":0.003345752,"teacher_disagreement_score":0.0042406893,"about_ca_system_score_codex":0.0002969613,"about_ca_system_score_gemma":0.0007211572,"threshold_uncertainty_score":0.012628019},"labels":[],"label_agreement":null},{"id":"W2841941342","doi":"10.1504/ijmic.2018.10014595","title":"Model-based sliding functions design for sliding mode robot control","year":2018,"lang":"en","type":"article","venue":"International Journal of Modelling Identification and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Sliding mode control; Control theory (sociology); Robot; Mode (computer interface); Computer science; Control engineering; Control (management); Engineering; Artificial intelligence; Physics; Nonlinear system; Human–computer interaction","score_opus":0.041736177876369115,"score_gpt":0.268932928545142,"score_spread":0.22719675066877287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2841941342","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026546237,0.00010296484,0.9959645,0.000030940635,0.00002198072,0.00001720402,0.0000106144225,0.000150657,0.001046505],"genre_scores_gemma":[0.76408774,0.0005063971,0.23022637,0.00008705308,0.00006502674,0.00039308518,0.00015230864,0.00011449548,0.004367492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997185,0.00007625006,0.000016047396,0.000052432846,0.0001127877,0.000024025867],"domain_scores_gemma":[0.99983346,0.0000490062,0.000023736686,0.00002418812,0.0000607022,0.000008877452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005140635,0.000850973,0.00065217353,0.00031806232,0.000260382,0.00058301,0.0007173865,0.0007153957,0.0021470576],"category_scores_gemma":[0.00080484635,0.000277636,0.0006029107,0.00020287781,0.00051903096,0.0007625922,0.0006402975,0.0008345474,0.00058982486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001244641,0.0000858544,0.00041978442,0.00044442425,0.00007480959,0.00013411602,0.00031224647,0.6821269,0.038249817,0.12147446,0.002744752,0.15380833],"study_design_scores_gemma":[0.000010873053,0.00014766106,0.00010277818,0.00001409686,0.0000074964173,0.000030223819,0.000015476053,0.9813348,0.0037826316,0.010451888,0.0040927334,0.0000092635855],"about_ca_topic_score_codex":0.0007854223,"about_ca_topic_score_gemma":0.0005723321,"teacher_disagreement_score":0.0021470576,"about_ca_system_score_codex":0.0004503353,"about_ca_system_score_gemma":0.0005030945,"threshold_uncertainty_score":0.007182598},"labels":[],"label_agreement":null},{"id":"W2887054411","doi":"10.11159/icbes18.110","title":"Multibody Simulation of an Electromagnetic Actuator for a Gentle Blood Pump Mechanism","year":2018,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; Freistaat Sachsen","keywords":"Mechanism (biology); Actuator; Computer science; Multibody system; Control engineering; Automotive engineering; Mechanical engineering; Engineering; Physics; Artificial intelligence; Classical mechanics","score_opus":0.007091779983245195,"score_gpt":0.21438683794960206,"score_spread":0.20729505796635686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887054411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65818226,0.00026474308,0.30400375,0.0007927109,0.00018753405,0.00020615864,0.0008882643,0.00089719845,0.034577295],"genre_scores_gemma":[0.96493393,0.00012403047,0.028326787,0.00009992318,0.000018147972,0.00018838224,0.0002287441,0.00008446278,0.0059955968],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999095,0.000021612805,0.0000043203063,0.0000109157345,0.00003606797,0.000017559962],"domain_scores_gemma":[0.9997558,0.00012756449,0.000026551083,0.000026421854,0.00004028306,0.000023294935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000227138,0.00036810787,0.00041062772,0.0003706943,0.00041105147,0.0006173457,0.00059655047,0.0014789883,0.0049501318],"category_scores_gemma":[0.0007150467,0.00025770106,0.0005786833,0.00023008426,0.0004497971,0.00035091816,0.00044774546,0.00042833257,0.00041223576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063041014,0.000043292966,0.00065198133,0.00003809222,0.000012681522,0.00014101726,0.00008146491,0.9875558,0.006481343,0.0024034258,0.00024885932,0.0022789526],"study_design_scores_gemma":[0.000011479063,0.000017953098,0.0001666764,0.0000034762834,0.0000024212218,0.000009574647,0.000015604393,0.9985524,0.0005819029,0.0002467345,0.00038863532,0.0000031823356],"about_ca_topic_score_codex":0.0036057644,"about_ca_topic_score_gemma":0.0018527586,"teacher_disagreement_score":0.0049501318,"about_ca_system_score_codex":0.00029661527,"about_ca_system_score_gemma":0.00062022335,"threshold_uncertainty_score":0.01655984},"labels":[],"label_agreement":null},{"id":"W2889281612","doi":"10.25675/3.020860","title":"Internal hydraulics of baffled disinfection contact tanks using computational fluid dynamics","year":2007,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulics; Computational fluid dynamics; Fluid dynamics; Dynamics (music); Engineering; Marine engineering; Mechanical engineering; Environmental science; Mechanics; Physics; Aerospace engineering","score_opus":0.007570588473263304,"score_gpt":0.21192732256892582,"score_spread":0.20435673409566252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889281612","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30875564,0.001867293,0.6692502,0.0005164119,0.00010816656,0.00023621786,0.0006629008,0.0008189285,0.017784225],"genre_scores_gemma":[0.9360375,0.0020734211,0.05599092,0.000048030204,0.000023586561,0.00022500112,0.0002913792,0.000059928378,0.005250223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983025,0.000027921737,0.000011877165,0.000032927845,0.000072750554,0.000024225534],"domain_scores_gemma":[0.9997291,0.00016491987,0.000030195835,0.000016713775,0.00004952586,0.000009583427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026559748,0.0003923794,0.0004900925,0.0005241627,0.000524166,0.0014420843,0.0005847964,0.00083758705,0.001352331],"category_scores_gemma":[0.0006366925,0.00029385262,0.0008222026,0.00038634895,0.00060659,0.00074694876,0.00065491535,0.00051071314,0.00024578813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026906393,0.00002913409,0.0022437517,0.00016304861,0.000013432358,0.00008979127,0.00013584585,0.95679647,0.016835127,0.00562482,0.00029822637,0.017743392],"study_design_scores_gemma":[0.000004032808,0.000017227625,0.0004876261,0.000017549359,0.000005127339,0.000018191244,0.000037559323,0.99239564,0.004532365,0.0008438623,0.0016285267,0.000012439103],"about_ca_topic_score_codex":0.00866814,"about_ca_topic_score_gemma":0.0050010886,"teacher_disagreement_score":0.00866814,"about_ca_system_score_codex":0.0011568569,"about_ca_system_score_gemma":0.0017767298,"threshold_uncertainty_score":0.017235339},"labels":[],"label_agreement":null},{"id":"W2889691926","doi":"10.1115/1.4041382","title":"Four-Quadrant Analysis and System Design for Single-Rod Hydrostatic Actuators","year":2018,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Quadrant (abdomen); Actuator; Hydrostatic equilibrium; Cylinder; Hydraulic cylinder; Compensation (psychology); Control theory (sociology); Flow (mathematics); Mechanical engineering; Engineering; Computer science; Mechanics; Electrical engineering; Physics","score_opus":0.02527221690590851,"score_gpt":0.20591816273374902,"score_spread":0.18064594582784052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889691926","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027948782,0.00040363756,0.9650898,0.00009440675,0.00005795424,0.00005507222,0.000040665185,0.00042335442,0.005886288],"genre_scores_gemma":[0.84198505,0.00046942735,0.15145971,0.00006620081,0.000029693956,0.00013649986,0.000055388653,0.00006250516,0.005735487],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997925,0.00004016409,0.000011172113,0.00004456363,0.00008699694,0.000024601595],"domain_scores_gemma":[0.9998889,0.000021663329,0.000023177567,0.000013481464,0.00004576379,0.000007060067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024042043,0.0004951509,0.00035784068,0.00024953164,0.00030727076,0.00057531893,0.00060431013,0.00037358725,0.0027250226],"category_scores_gemma":[0.0002488429,0.00021494325,0.00035697166,0.00016885549,0.00037199576,0.00045398602,0.00041172147,0.00030730094,0.0006596168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002886138,0.000063855325,0.00076302944,0.000519601,0.000056923585,0.00030705146,0.00031343198,0.2297324,0.58155584,0.044331484,0.0014646609,0.14060318],"study_design_scores_gemma":[0.000021292813,0.00038297087,0.0005885757,0.00003160709,0.000023501841,0.00018694936,0.000069698304,0.9154369,0.06462343,0.006022341,0.012572476,0.000040263374],"about_ca_topic_score_codex":0.00054369716,"about_ca_topic_score_gemma":0.00068089104,"teacher_disagreement_score":0.0027250226,"about_ca_system_score_codex":0.0004480847,"about_ca_system_score_gemma":0.00037339854,"threshold_uncertainty_score":0.009116173},"labels":[],"label_agreement":null},{"id":"W2896578766","doi":"10.1049/joe.2018.8993","title":"Analysis and experimental validation of a pressure control method using magneto‐rheology fluid flows","year":2018,"lang":"en","type":"article","venue":"The Journal of Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Electrohydraulic servo valve; Rheology; Volumetric flow rate; Flow (mathematics); Mechanics; Materials science; Mechanism (biology); Control theory (sociology); Mechanical engineering; Fluid dynamics; Flow control valve; Computer science; Engineering; Physics; Composite material; Control (management)","score_opus":0.010183383304667634,"score_gpt":0.2512603026799449,"score_spread":0.24107691937527728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896578766","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48356786,0.0008855695,0.5078945,0.00036513965,0.000467055,0.0005116448,0.00019508725,0.0017739222,0.0043391953],"genre_scores_gemma":[0.92611533,0.0002004656,0.0724617,0.000031611635,0.00004046708,0.00015120051,0.00004925564,0.00004611746,0.0009038088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929035,0.000118069445,0.000046820332,0.00011677048,0.00038529027,0.00004276241],"domain_scores_gemma":[0.99880457,0.0004623444,0.00015181398,0.0001837317,0.0003557458,0.00004182915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011144106,0.00049362757,0.00027271983,0.0004250355,0.00044044398,0.0005270658,0.00090991426,0.0006286516,0.0014880289],"category_scores_gemma":[0.0028301172,0.00021842818,0.00017192347,0.00021818963,0.0006156071,0.0006497283,0.00035189005,0.00052251085,0.00018843776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038130523,0.00030101198,0.00080898346,0.0003968382,0.000015511852,0.000109925924,0.0001919548,0.005521101,0.9350458,0.0018092853,0.00040878463,0.05500952],"study_design_scores_gemma":[0.000089642686,0.0011658752,0.0023311481,0.000019243944,0.000023685652,0.00014416369,0.000040077117,0.078585275,0.91287655,0.00018632128,0.004498482,0.00003949953],"about_ca_topic_score_codex":0.0005120236,"about_ca_topic_score_gemma":0.00024514945,"teacher_disagreement_score":0.0014880289,"about_ca_system_score_codex":0.00029392634,"about_ca_system_score_gemma":0.0004146261,"threshold_uncertainty_score":0.0058936477},"labels":[],"label_agreement":null},{"id":"W2898618021","doi":"10.1115/detc2018-86212","title":"Identification of Non-Linear Vibration Parameters of a Nuclear Fuel Rod","year":2018,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Framatome; Natural Sciences and Engineering Research Council of Canada","keywords":"Rod; Vibration; Pellets; Mechanics; Nonlinear system; Materials science; Nuclear fuel; Stiffness; Coolant; Fluid–structure interaction; Structural engineering; Engineering; Mechanical engineering; Acoustics; Physics; Finite element method; Nuclear engineering; Composite material","score_opus":0.012674282371823666,"score_gpt":0.22776226318917434,"score_spread":0.21508798081735067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898618021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89764124,0.00013793178,0.100774325,0.000029583618,0.00001310611,0.000029576342,0.000062860934,0.00025555323,0.0010559094],"genre_scores_gemma":[0.9930951,0.000038459144,0.00642009,0.0000030034346,0.0000011004325,0.000012916583,0.00003691905,0.000008287664,0.0003841785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998758,0.000023135657,0.0000073417023,0.00004045179,0.00003873932,0.000014476378],"domain_scores_gemma":[0.9997328,0.00014462227,0.00004584335,0.000030078365,0.000034072757,0.000012567823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024054883,0.00043734923,0.0002519003,0.00036537572,0.000108940854,0.00026483735,0.0003838452,0.0005708239,0.00091025466],"category_scores_gemma":[0.00059205166,0.00014872698,0.00025158323,0.00013750613,0.0002881058,0.00018861734,0.0002069163,0.00019583743,0.00021059933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039368696,0.000105045125,0.0065435115,0.00043237352,0.00003507829,0.00046935043,0.00036811412,0.16870195,0.760836,0.00065725966,0.00013798587,0.061319545],"study_design_scores_gemma":[0.000015645377,0.000570993,0.017066613,0.000027397024,0.000027177546,0.00020302398,0.00017333264,0.82817996,0.1526909,0.00029854264,0.0007144642,0.000031899166],"about_ca_topic_score_codex":0.00073868927,"about_ca_topic_score_gemma":0.0007924074,"teacher_disagreement_score":0.00091025466,"about_ca_system_score_codex":0.00015084044,"about_ca_system_score_gemma":0.00014195703,"threshold_uncertainty_score":0.003045082},"labels":[],"label_agreement":null},{"id":"W2899227682","doi":"10.22146/ijeis.33855","title":"Development of A Pressure Sensing Module and Flow Control System For A Prototype Pump Test Bed","year":2018,"lang":"en","type":"article","venue":"IJEIS (Indonesian Journal of Electronics and Instrumentation Systems)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Centrifugal pump; Axial-flow pump; Pressure sensor; Engineering; Flow (mathematics); Hydraulic pump; Pressure measurement; Flow control (data); Variable displacement pump; Discharge pressure; Simulation; Mechanical engineering; Reciprocating pump; Mechanics; Impeller","score_opus":0.008274012748373296,"score_gpt":0.21404135972470884,"score_spread":0.20576734697633553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899227682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14695585,0.00031552007,0.83302957,0.00042271652,0.0004089544,0.0026707617,0.00068806676,0.012714289,0.0027942855],"genre_scores_gemma":[0.42819047,0.0003201851,0.5571428,0.00046573195,0.00015617795,0.0030166854,0.0011749294,0.00043009358,0.009103006],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882776,0.00013067134,0.000097328644,0.00019886802,0.0006530651,0.000092329945],"domain_scores_gemma":[0.99849606,0.00030311313,0.00014145358,0.00022483776,0.0007336132,0.00010097139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016315294,0.0007833619,0.00092268287,0.0010634698,0.0004109053,0.00057983655,0.0019431056,0.00087095686,0.0048655216],"category_scores_gemma":[0.0019967544,0.00049388385,0.0004486974,0.00045394906,0.00041876236,0.0011105378,0.0005141427,0.0009169963,0.0012466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033050094,0.0007151052,0.0028928001,0.0006526783,0.000041609823,0.00025240486,0.00014143219,0.0033283988,0.88187706,0.0015623354,0.0032731846,0.104932375],"study_design_scores_gemma":[0.00026708498,0.004699732,0.010611893,0.000061058374,0.00011014755,0.0010469403,0.00007813522,0.04923415,0.9072529,0.00035836716,0.026167214,0.000112411435],"about_ca_topic_score_codex":0.0007745365,"about_ca_topic_score_gemma":0.0005532008,"teacher_disagreement_score":0.0048655216,"about_ca_system_score_codex":0.00037582856,"about_ca_system_score_gemma":0.0011953783,"threshold_uncertainty_score":0.016276836},"labels":[],"label_agreement":null},{"id":"W2900490760","doi":"10.1115/1.4042028","title":"Controller Design and Stability Analysis of Output Pressure Regulation in Electrohydrostatic Actuators","year":2018,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Quantitative feedback theory; Parametric statistics; Robust control; Controller (irrigation); Actuator; Fuzzy logic; Nonlinear system; Stability (learning theory); Open-loop controller; Fuzzy control system; Computer science; Control engineering; Control system; Engineering; Mathematics; Closed loop; Physics; Control (management)","score_opus":0.014948566936225045,"score_gpt":0.2056782761420532,"score_spread":0.19072970920582816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900490760","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022218445,0.00049022405,0.9739217,0.0000643535,0.00003965816,0.00003402958,0.00002250797,0.0002287004,0.0029803193],"genre_scores_gemma":[0.96425635,0.00028647642,0.033530183,0.000040771043,0.000027325905,0.00010063147,0.00004194756,0.000030334459,0.0016859031],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955696,0.00006758194,0.000025523736,0.00011845875,0.00019479131,0.00003661791],"domain_scores_gemma":[0.9995859,0.00016370793,0.0000815446,0.000024665575,0.00013636707,0.000007911398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005857401,0.00065088255,0.0004457161,0.00025404955,0.000300044,0.0007776623,0.00073847285,0.0006546392,0.0013537343],"category_scores_gemma":[0.0010670216,0.0002727739,0.00046677777,0.000179775,0.0005088164,0.00042879174,0.00045993377,0.00056715054,0.0002060577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002498763,0.000071500144,0.0004969289,0.0007587919,0.0001067612,0.0004663814,0.00034280407,0.7439344,0.1473233,0.017345486,0.00084652705,0.0880572],"study_design_scores_gemma":[0.000013976401,0.00017744157,0.00038544837,0.00001521488,0.000017264018,0.000052343144,0.000016587972,0.9842771,0.013147814,0.0008029804,0.0010825576,0.0000112086755],"about_ca_topic_score_codex":0.002536666,"about_ca_topic_score_gemma":0.0013670523,"teacher_disagreement_score":0.002536666,"about_ca_system_score_codex":0.00042420047,"about_ca_system_score_gemma":0.00057114393,"threshold_uncertainty_score":0.0050438046},"labels":[],"label_agreement":null},{"id":"W2901314429","doi":"10.25071/10315/35242","title":"Direct Switching Position Control Algorithms For Pneumatic Actuators Using On/Off Solenoid Valves","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actuator; Pneumatic actuator; Solenoid; Position (finance); Solenoid valve; Computer science; Control theory (sociology); Control valves; Control (management); Control engineering; Algorithm; Engineering; Mechanical engineering; Artificial intelligence","score_opus":0.013158064393613113,"score_gpt":0.24793559933941842,"score_spread":0.2347775349458053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901314429","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07514522,0.0005561867,0.9186772,0.000064613334,0.00011706347,0.00008242038,0.000014918192,0.00089495967,0.0044474383],"genre_scores_gemma":[0.87647,0.00029485297,0.11949891,0.000041633524,0.00003926423,0.00007196085,0.000031354637,0.000040564653,0.0035114726],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987113,0.000012865998,0.00001290393,0.000023924944,0.00006548565,0.000013737249],"domain_scores_gemma":[0.9997687,0.00008574902,0.000047503243,0.000024181109,0.000059844828,0.0000139901495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020985208,0.00042045818,0.00030644666,0.0002677788,0.00020074406,0.00049718027,0.00056469516,0.00029292452,0.0015311867],"category_scores_gemma":[0.00063464756,0.00014366108,0.0001880784,0.00015843923,0.00031855452,0.00028278015,0.00025100197,0.0004840398,0.00019885122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004218883,0.00015032278,0.0010224454,0.00031205997,0.000036007004,0.000095459254,0.00032087517,0.11045133,0.11084806,0.00975088,0.0015351593,0.76505554],"study_design_scores_gemma":[0.00010600185,0.00044786988,0.0013418873,0.000026466212,0.000026052068,0.00015241704,0.00004169418,0.9449046,0.046304982,0.0024675296,0.0041566226,0.000023883864],"about_ca_topic_score_codex":0.001458391,"about_ca_topic_score_gemma":0.0011578122,"teacher_disagreement_score":0.0015311867,"about_ca_system_score_codex":0.00021868761,"about_ca_system_score_gemma":0.00033040682,"threshold_uncertainty_score":0.005122304},"labels":[],"label_agreement":null},{"id":"W2902494066","doi":"10.1115/fpmc2018-8839","title":"Addressing Closed-Chain Dynamics for High-Precision Control of Hydraulic Cylinder Actuated Manipulators","year":2018,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Inverse dynamics; Nonlinear system; Control theory (sociology); Computer science; System dynamics; Dynamics (music); Motion control; Control engineering; Control (management); Engineering; Robot; Classical mechanics; Physics; Artificial intelligence; Kinematics","score_opus":0.0296479152473683,"score_gpt":0.2626793409912473,"score_spread":0.233031425743879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902494066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006027117,0.00019645068,0.99194735,0.00004553504,0.000021040987,0.000013175567,0.0000060434018,0.000080191094,0.0016631392],"genre_scores_gemma":[0.90041244,0.00070229557,0.09585018,0.00006426205,0.000042987962,0.00013937615,0.000048089718,0.000046055797,0.0026943584],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996958,0.000064757296,0.000015599602,0.000049109203,0.00014367663,0.00003102819],"domain_scores_gemma":[0.9996637,0.00014039688,0.00007448213,0.000030702293,0.00007465359,0.000016119062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062890927,0.00064188114,0.0005714543,0.00028668865,0.00039736915,0.00074966607,0.0006383221,0.0005667487,0.0013630976],"category_scores_gemma":[0.001082159,0.0002682623,0.00031893287,0.0002797665,0.0008039231,0.0007921608,0.0010632621,0.0006907198,0.0002324396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008424924,0.000052634616,0.000351388,0.0004955729,0.000027204225,0.00012329947,0.00029902023,0.80192727,0.038790036,0.065453574,0.000975921,0.09141989],"study_design_scores_gemma":[0.0000050063327,0.000036274127,0.00006449022,0.000012179093,0.0000027660437,0.000015503076,0.000008439171,0.9930287,0.0018438209,0.003909233,0.0010677493,0.000005823586],"about_ca_topic_score_codex":0.0018667715,"about_ca_topic_score_gemma":0.0013981675,"teacher_disagreement_score":0.0018667715,"about_ca_system_score_codex":0.0004550809,"about_ca_system_score_gemma":0.00074735074,"threshold_uncertainty_score":0.0045599937},"labels":[],"label_agreement":null},{"id":"W2903226562","doi":"10.1139/tcsme-2017-506","title":"ADDITIVE MANUFACTURING DESIGN OF GLOBE VALVE FOR OPTIMIZED FLOW","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Globe valve; Computational fluid dynamics; Flow (mathematics); Casting; Pressure drop; Mechanical engineering; Engineering; Computer science; Materials science; Mathematics; Aerospace engineering","score_opus":0.018421056356515253,"score_gpt":0.21328624714059183,"score_spread":0.19486519078407658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903226562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36484933,0.0015953815,0.59797955,0.00032920847,0.00026970927,0.0002288921,0.00028407815,0.0013098137,0.033154104],"genre_scores_gemma":[0.86667126,0.00034798577,0.12875229,0.000034775403,0.000023951508,0.00009239718,0.00015155239,0.00009983584,0.003825922],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963987,0.000042333057,0.000021955568,0.000056541565,0.00018681998,0.000052455074],"domain_scores_gemma":[0.9997682,0.00005419288,0.000057231337,0.000028263477,0.000073854084,0.000018266015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050620775,0.0004739819,0.0005083072,0.0005633166,0.00030835366,0.001116188,0.0006162643,0.0007093857,0.0024444936],"category_scores_gemma":[0.00066336215,0.0002829495,0.00058326323,0.00025460485,0.00031109713,0.00043318217,0.00035790142,0.0003075756,0.0004621835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004790299,0.00018838096,0.005386677,0.0010566731,0.00006865756,0.0013680229,0.000328271,0.43163177,0.4195946,0.016548099,0.0028211614,0.12052867],"study_design_scores_gemma":[0.0001326644,0.0019301424,0.0065195295,0.00009437659,0.00014028023,0.0014566027,0.00016090603,0.7330933,0.21614034,0.004022039,0.036218107,0.00009165473],"about_ca_topic_score_codex":0.00044722954,"about_ca_topic_score_gemma":0.0005225014,"teacher_disagreement_score":0.0024444936,"about_ca_system_score_codex":0.000322458,"about_ca_system_score_gemma":0.0006878312,"threshold_uncertainty_score":0.008177698},"labels":[],"label_agreement":null},{"id":"W2903450292","doi":"10.1139/tcsme-2017-509","title":"THE EXPERIMENTAL RESEARCH ON AXIS ORBIT OF MIXED-FLOW PUMP","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Orbit (dynamics); Vibration; Rotor (electric); Flow (mathematics); Mechanics; Fault (geology); Harmonic; Physics; Control theory (sociology); Stability (learning theory); Engineering; Acoustics; Computer science; Geology; Aerospace engineering; Mechanical engineering","score_opus":0.042610995974343945,"score_gpt":0.28400963559222625,"score_spread":0.2413986396178823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903450292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99279803,0.00008328905,0.006423656,0.00002688415,0.000020491136,0.000019022564,0.00008045398,0.000059405644,0.000488825],"genre_scores_gemma":[0.9962748,0.000059348946,0.003148523,0.000009906066,0.000008269933,0.000020840176,0.00004586363,0.000009278895,0.0004230825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956626,0.000051652365,0.000024723067,0.00009477683,0.00018871069,0.00007387163],"domain_scores_gemma":[0.9994937,0.000100978046,0.00008542014,0.0000569302,0.00021526375,0.000047654095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004694741,0.00038937197,0.0004047193,0.00034704772,0.0005340007,0.00025497505,0.00035800703,0.000419353,0.0016676966],"category_scores_gemma":[0.0006865348,0.00021701987,0.00021215281,0.00029780937,0.0005400973,0.00069876394,0.00038749367,0.0002994333,0.00016853075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006973581,0.0000831057,0.0029760147,0.0001250175,0.000008076445,0.000115891424,0.00034031327,0.0006352071,0.98583245,0.0002128486,0.000089443594,0.008884289],"study_design_scores_gemma":[0.00007140972,0.002282047,0.041632134,0.000023378143,0.000044417517,0.00025568562,0.00049259677,0.014572711,0.93897665,0.00021232346,0.0013850657,0.00005156086],"about_ca_topic_score_codex":0.00064879016,"about_ca_topic_score_gemma":0.0006354668,"teacher_disagreement_score":0.0016676966,"about_ca_system_score_codex":0.0001680314,"about_ca_system_score_gemma":0.00024227024,"threshold_uncertainty_score":0.0055790544},"labels":[],"label_agreement":null},{"id":"W2904442113","doi":"10.1016/j.engstruct.2018.12.023","title":"A framework for multi-platform simulation of reinforced concrete structures","year":2018,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Carleton University","funders":"","keywords":"Substructure; Structural engineering; Flange; Computer science; Finite element method; Reinforced concrete; Software; Compatibility (geochemistry); Shear wall; Frame (networking); Engineering; Programming language","score_opus":0.024735389121493843,"score_gpt":0.2768950134407741,"score_spread":0.25215962431928024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904442113","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01092273,0.00012467477,0.98294973,0.000111338064,0.000059957136,0.00010269383,0.00017742041,0.0014667005,0.0040846765],"genre_scores_gemma":[0.31623936,0.00042853825,0.6769994,0.0001048331,0.00006533297,0.0006585138,0.0004966861,0.0009298546,0.004077567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995665,0.00011230541,0.000035042594,0.00005520761,0.0001657716,0.00006524194],"domain_scores_gemma":[0.99939656,0.00023832003,0.000051600866,0.00009586659,0.00013880274,0.00007883289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000854923,0.0011605301,0.0015061686,0.0007782706,0.0012181225,0.0017312972,0.0039522187,0.0023840577,0.0057258904],"category_scores_gemma":[0.002019926,0.0010656234,0.0018267785,0.0006323761,0.0011456748,0.001362204,0.0024324153,0.0019511395,0.0010567256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001726144,0.000034413926,0.0002164765,0.0000480922,0.000028203864,0.000059759423,0.000049577797,0.9732011,0.0012515152,0.019269012,0.00030304783,0.005521512],"study_design_scores_gemma":[0.000008005868,0.0000071298546,0.000024663428,0.0000075607213,0.000004489604,0.000008132778,0.000008225319,0.9937649,0.0002937662,0.0045721526,0.0012959201,0.000005110476],"about_ca_topic_score_codex":0.014179243,"about_ca_topic_score_gemma":0.011919194,"teacher_disagreement_score":0.014179243,"about_ca_system_score_codex":0.000882104,"about_ca_system_score_gemma":0.0020560864,"threshold_uncertainty_score":0.028193414},"labels":[],"label_agreement":null},{"id":"W2906347453","doi":"","title":"AN ANSYS-BASED 3-DIMENSIONAL THERMOMECHANICAL MODEL OF A CANDU FUEL PIN","year":2016,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Materials science; Nuclear engineering; Engineering","score_opus":0.02287650107950755,"score_gpt":0.23536629018168312,"score_spread":0.21248978910217556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906347453","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033285383,0.0008778879,0.9072396,0.00042006694,0.00024921013,0.00025610725,0.0025603094,0.0022932547,0.052818213],"genre_scores_gemma":[0.58487076,0.0032139663,0.33298808,0.00026879608,0.000084936015,0.0012126518,0.004264006,0.0006968905,0.07239998],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974424,0.000019387466,0.000011792739,0.00003184161,0.00018137068,0.000011350715],"domain_scores_gemma":[0.99989617,0.000028542045,0.0000133900485,0.000016980432,0.00003897661,0.0000059477284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003296162,0.0004945978,0.00047234737,0.00046087403,0.00046975343,0.0006537349,0.0011969102,0.0010602004,0.005396906],"category_scores_gemma":[0.0004545202,0.00043993516,0.00062503025,0.0004339617,0.0004531924,0.00075103826,0.0003978507,0.00065884343,0.0015746691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027824366,0.000024169847,0.00045611378,0.00018571572,0.00001524792,0.00012350491,0.00010509723,0.92085046,0.015727516,0.027897816,0.0023627728,0.03222375],"study_design_scores_gemma":[0.0000074443738,0.000037183123,0.0006015661,0.000035259713,0.000011619837,0.00016845437,0.000025795132,0.9507477,0.00825109,0.0028077376,0.037272535,0.000033529646],"about_ca_topic_score_codex":0.005006696,"about_ca_topic_score_gemma":0.0052335463,"teacher_disagreement_score":0.005396906,"about_ca_system_score_codex":0.0005658711,"about_ca_system_score_gemma":0.0017902477,"threshold_uncertainty_score":0.018054426},"labels":[],"label_agreement":null},{"id":"W2908841012","doi":"10.3166/i2m.17.357-367","title":"Comparison between cycle slip detection methods based on dual-frequency observation data","year":2018,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dual (grammatical number); Computer science; Art","score_opus":0.13547412298715697,"score_gpt":0.3975553320149416,"score_spread":0.26208120902778465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908841012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75440747,0.0040895455,0.23075967,0.00019631948,0.00043526152,0.00012250157,0.0012424784,0.0021028724,0.0066439784],"genre_scores_gemma":[0.9027544,0.0009817858,0.091386296,0.000077079734,0.00012452058,0.00007433931,0.0018412402,0.00016618513,0.002594181],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887675,0.00020189853,0.00008379534,0.00028111922,0.0004014083,0.00015495],"domain_scores_gemma":[0.99501,0.0024060945,0.00030339675,0.00036395565,0.0017251412,0.00019138899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017182177,0.0007440414,0.0008201012,0.0030660303,0.00034237112,0.0010014919,0.0008169627,0.0011399569,0.002013466],"category_scores_gemma":[0.005285707,0.00029055064,0.00051632663,0.0012141353,0.00022543549,0.0010971308,0.0006565427,0.00040942733,0.0011535573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061886227,0.00037703873,0.074441746,0.0009845009,0.0006653342,0.00018301579,0.0004391518,0.012558841,0.100406826,0.0009877676,0.003108236,0.79965895],"study_design_scores_gemma":[0.00036803348,0.0014395175,0.32089698,0.00024288057,0.00075363374,0.0010453693,0.0007850487,0.5607348,0.10230578,0.001221762,0.009989411,0.00021681398],"about_ca_topic_score_codex":0.0023571306,"about_ca_topic_score_gemma":0.003199176,"teacher_disagreement_score":0.0030660303,"about_ca_system_score_codex":0.00025816538,"about_ca_system_score_gemma":0.00049306493,"threshold_uncertainty_score":0.0090869665},"labels":[],"label_agreement":null},{"id":"W2910404161","doi":"10.1109/tmech.2019.2894105","title":"Fractional-Order Control of Hydraulically Powered Actuators: Controller Design and Experimental Validation","year":2019,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Quantitative feedback theory; Robustness (evolution); Actuator; PID controller; Settling time; Inertia; Open-loop controller; Controller (irrigation); Robust control; Control engineering; Step response; Computer science; Engineering; Control system; Control (management); Physics; Temperature control","score_opus":0.007730539149882636,"score_gpt":0.21213176912546072,"score_spread":0.20440122997557808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910404161","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38196668,0.0008032931,0.6075027,0.00023128816,0.00016175368,0.00051369466,0.00019781709,0.0016084058,0.0070143854],"genre_scores_gemma":[0.9616152,0.00010615075,0.037314963,0.000019087727,0.0000063553266,0.00017260344,0.0000309048,0.000012930735,0.0007217954],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996625,0.000052265117,0.000025769263,0.000042639687,0.00018182916,0.000035047902],"domain_scores_gemma":[0.9994211,0.00024111773,0.00008868356,0.00010200711,0.00012948018,0.000017619775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007757117,0.00037896525,0.00039891238,0.00027851065,0.00047705878,0.00053003925,0.00064717804,0.0007350403,0.0011954488],"category_scores_gemma":[0.0015691852,0.00016918943,0.00024816548,0.00017637578,0.00047980284,0.0003363722,0.0002682086,0.0004770713,0.00015344545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007199171,0.0007140191,0.0012938218,0.0017240788,0.00008203944,0.00027237725,0.00062182837,0.29061192,0.5629377,0.006573278,0.00092177733,0.1335272],"study_design_scores_gemma":[0.00021064018,0.0019485818,0.0031432745,0.00005484203,0.00004173773,0.00015599799,0.00006755354,0.62844396,0.35844716,0.0012206513,0.0061960598,0.00006949781],"about_ca_topic_score_codex":0.0016368242,"about_ca_topic_score_gemma":0.0010955151,"teacher_disagreement_score":0.0016368242,"about_ca_system_score_codex":0.0003791024,"about_ca_system_score_gemma":0.0004873851,"threshold_uncertainty_score":0.004102409},"labels":[],"label_agreement":null},{"id":"W2911176181","doi":"10.3166/i2m.17.563-572","title":"Stability analysis of accumulation body based on monitoring results of deep displacement","year":2018,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Displacement (psychology); Stability (learning theory); Geology; Computer science; Environmental science; Psychology; Machine learning; Psychoanalysis","score_opus":0.04870505273880333,"score_gpt":0.3242690018580656,"score_spread":0.2755639491192623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911176181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60006046,0.0002053378,0.39177853,0.00006502459,0.00002695599,0.000049692982,0.00030074094,0.0008326275,0.006680608],"genre_scores_gemma":[0.9831907,0.00008712039,0.0153197795,0.0000067563155,0.000007785658,0.000019704506,0.00014072786,0.000021392161,0.0012060837],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996075,0.000038021513,0.000035069308,0.00010031742,0.00018562512,0.000033479806],"domain_scores_gemma":[0.99934584,0.00010926766,0.00016711155,0.000053791457,0.00027651695,0.00004741826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004454179,0.00042527262,0.00027610472,0.0020926134,0.00033437772,0.0005681425,0.00029127728,0.00024712118,0.0010423105],"category_scores_gemma":[0.0012191626,0.00016718899,0.00028699415,0.0006556273,0.00042279373,0.00078793394,0.00047468816,0.0001741266,0.00027410008],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005143759,0.000079810954,0.18851535,0.00032626698,0.00012105775,0.0005232785,0.0013256716,0.141663,0.3006692,0.008016599,0.0013072634,0.3569381],"study_design_scores_gemma":[0.000021159274,0.0002630419,0.15054487,0.00004757356,0.00010413817,0.00048048323,0.00061611016,0.7253951,0.11613772,0.0033996794,0.0028643953,0.00012567776],"about_ca_topic_score_codex":0.002062288,"about_ca_topic_score_gemma":0.0016041701,"teacher_disagreement_score":0.0020926134,"about_ca_system_score_codex":0.00035235815,"about_ca_system_score_gemma":0.0003378037,"threshold_uncertainty_score":0.0041005015},"labels":[],"label_agreement":null},{"id":"W2914809684","doi":"10.1139/tcsme-2019-0012","title":"Retraction: The experimental research on axis orbit of mixed-flow pump","year":2019,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":true,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Aerospace engineering; Orbit (dynamics); Mechanics; Geology; Physics; Computer science; Geodesy; Engineering","score_opus":0.02941000655459493,"score_gpt":0.2585884378680228,"score_spread":0.22917843131342788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914809684","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035847728,0.0033876826,0.0012047028,0.09017782,0.8875239,0.000054795364,0.00086994463,0.000264022,0.012932368],"genre_scores_gemma":[0.090143286,0.01040903,0.0057899547,0.039585214,0.41445598,0.00034769953,0.001808061,0.00064628053,0.43681458],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783415,0.00031622883,0.0004443782,0.00027975338,0.00090343144,0.00022205153],"domain_scores_gemma":[0.98882025,0.0035382262,0.0005322909,0.00120658,0.005434687,0.0004678905],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024413583,0.0018251237,0.0010536736,0.0020069163,0.002839269,0.0017446688,0.0024724079,0.0075947023,0.01606234],"category_scores_gemma":[0.029568022,0.0005893829,0.0011372686,0.0012464551,0.0029761174,0.002476406,0.0016490535,0.008729769,0.0061024395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014697052,0.00001884911,0.00011812048,0.0004390973,0.000023587872,0.00047935525,0.00014901641,0.00009158964,0.0011142166,0.005651248,0.9740069,0.017761111],"study_design_scores_gemma":[0.000046018024,0.000091932925,0.0023483385,0.00020913732,0.00005722204,0.0006166096,0.00020413102,0.0003118646,0.0025141346,0.0019934652,0.991561,0.00004617461],"about_ca_topic_score_codex":0.0058965445,"about_ca_topic_score_gemma":0.0039383727,"teacher_disagreement_score":0.9924053,"about_ca_system_score_codex":0.0024735995,"about_ca_system_score_gemma":0.002404979,"threshold_uncertainty_score":0.053733885},"labels":[],"label_agreement":null},{"id":"W2916489287","doi":"10.1504/ijhm.2019.10019496","title":"Engine Speed Reduction for Hydraulic Machinery Using Predictive Algorithms","year":2019,"lang":"en","type":"article","venue":"International Journal of Hydromechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reduction (mathematics); Computer science; Algorithm; Mathematics","score_opus":0.011641987533534112,"score_gpt":0.2497040481721678,"score_spread":0.23806206063863367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916489287","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11282566,0.00091142167,0.8738004,0.0002057874,0.00007594669,0.00008786409,0.000049209375,0.00087658246,0.011167206],"genre_scores_gemma":[0.9585701,0.00023492255,0.03943038,0.000032484662,0.000023943116,0.00006323259,0.000040042418,0.00004181257,0.0015630514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970406,0.000058849084,0.000013318393,0.000046058154,0.00013988612,0.000037795067],"domain_scores_gemma":[0.9990766,0.0006532247,0.00010482389,0.00003661717,0.00011458914,0.000014168484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000757642,0.0006335612,0.000602647,0.0005944459,0.00034231204,0.0007238721,0.00056527054,0.00049240945,0.0013545537],"category_scores_gemma":[0.002391194,0.00028116017,0.0003511012,0.00041768493,0.0004015279,0.00050033204,0.00031070053,0.0006939972,0.00017790504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007583865,0.000036543308,0.0003238121,0.000073043855,0.0000132363575,0.000018385294,0.000018984,0.9615988,0.0025304048,0.0019144765,0.000209993,0.033186514],"study_design_scores_gemma":[0.000010805857,0.000039247738,0.00017763517,0.000005273119,0.0000074118066,0.000005385841,0.000004337578,0.9975338,0.0013495245,0.0005912576,0.00027123815,0.0000041409476],"about_ca_topic_score_codex":0.0053046467,"about_ca_topic_score_gemma":0.0040701376,"teacher_disagreement_score":0.0053046467,"about_ca_system_score_codex":0.0006104157,"about_ca_system_score_gemma":0.0007831081,"threshold_uncertainty_score":0.010547519},"labels":[],"label_agreement":null},{"id":"W2916820690","doi":"10.1155/2019/4359524","title":"An Investigation on Speed Control of a Spindle Cluster Driven by Hydraulic Motor: Application to Metal Cutting Machines","year":2019,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Overshoot (microwave communication); PID controller; Computer science; Hydraulic motor; Electronic speed control; Controller (irrigation); Rotational speed; Inertia; Fuzzy logic; Hydraulic machinery; Control engineering; Mechanical engineering; Physics; Engineering","score_opus":0.006502657939881356,"score_gpt":0.24106166625256314,"score_spread":0.23455900831268178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916820690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386907,0.00031885356,0.059160247,0.00007314741,0.00003670647,0.00006462061,0.000028955466,0.0002553103,0.0013714434],"genre_scores_gemma":[0.9927602,0.00008844049,0.00676246,0.000007949464,0.0000043789128,0.000012499227,0.000015443968,0.000006199793,0.00034243896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997297,0.000036664318,0.000020913742,0.000057863435,0.00012905002,0.000025810348],"domain_scores_gemma":[0.9995024,0.00019075898,0.00007417533,0.000061505234,0.00015104632,0.000020036232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043433663,0.0002788813,0.00028509577,0.00029905728,0.00026404898,0.00028284837,0.00041433744,0.00036723772,0.0010261597],"category_scores_gemma":[0.00097291043,0.00012877618,0.0002041605,0.00020499673,0.00028366395,0.0003831221,0.00019652752,0.0001772866,0.000090400485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054048194,0.00019235763,0.0028151015,0.00048970425,0.000024955429,0.00026808257,0.0004981388,0.01148384,0.9249142,0.0008372593,0.00015229487,0.057783633],"study_design_scores_gemma":[0.00010946241,0.004818101,0.016715704,0.00003735454,0.00006971762,0.00041807763,0.00039264627,0.16202995,0.8107744,0.00036343344,0.0042162235,0.000054966556],"about_ca_topic_score_codex":0.000680508,"about_ca_topic_score_gemma":0.00043883425,"teacher_disagreement_score":0.0010261597,"about_ca_system_score_codex":0.00019331157,"about_ca_system_score_gemma":0.00020954676,"threshold_uncertainty_score":0.0034328103},"labels":[],"label_agreement":null},{"id":"W2920894650","doi":"10.3390/act8010026","title":"Improving the Performance of Pump-Controlled Circuits for Single-Rod Actuators","year":2019,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electronic circuit; Actuator; Hydraulic circuit; Hydraulic cylinder; Control theory (sociology); Hydraulic machinery; Computer science; Engineering; Mechanical engineering; Electrical engineering; Control (management)","score_opus":0.00927604066296682,"score_gpt":0.18997519193495474,"score_spread":0.18069915127198793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920894650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.799587,0.0019582447,0.18884082,0.00042164713,0.00019063393,0.00008518354,0.00014227883,0.0018143145,0.0069598253],"genre_scores_gemma":[0.9819565,0.00025411003,0.01658812,0.000036856527,0.00001988033,0.000019677858,0.000038275633,0.000039688013,0.0010468618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998004,0.00001556708,0.0000109457305,0.0000356137,0.00010435952,0.000033133947],"domain_scores_gemma":[0.99959785,0.00013311957,0.0000961476,0.000032023858,0.000121270794,0.000019586922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018699585,0.00037916563,0.00024710162,0.00030932768,0.00018393902,0.00048898265,0.0006905395,0.00041142706,0.002321556],"category_scores_gemma":[0.00069081725,0.000094931194,0.00010966534,0.00023652134,0.00016243225,0.00077637506,0.00017383248,0.0002671324,0.0003567551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001820144,0.00007909041,0.0005351869,0.0002675709,0.000014667514,0.00005507501,0.000064951186,0.008991521,0.93833303,0.0015366834,0.00070797576,0.049232304],"study_design_scores_gemma":[0.000028941351,0.00081946707,0.0022134369,0.000027893795,0.000033166772,0.000113994116,0.00002563565,0.15966171,0.83016455,0.0003894713,0.0064973133,0.000024402621],"about_ca_topic_score_codex":0.00040829217,"about_ca_topic_score_gemma":0.00070285023,"teacher_disagreement_score":0.002321556,"about_ca_system_score_codex":0.00041510936,"about_ca_system_score_gemma":0.000248569,"threshold_uncertainty_score":0.0077663064},"labels":[],"label_agreement":null},{"id":"W2922222801","doi":"10.1002/eqe.3155","title":"Development of a ten‐element hybrid simulation platform and an adjustable yielding brace for performance evaluation of multi‐story braced frames subjected to earthquakes","year":2019,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brace; Structural engineering; Braced frame; Frame (networking); Finite element method; Engineering; Computer science; Mechanical engineering","score_opus":0.017976952176609502,"score_gpt":0.2527034277770278,"score_spread":0.23472647560041832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922222801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6187267,0.000062487285,0.3676152,0.000093307295,0.000065348366,0.00024001571,0.0005350867,0.0018422899,0.010819533],"genre_scores_gemma":[0.9101137,0.000053756183,0.086615674,0.000020604051,0.000005699721,0.00031354674,0.00042446144,0.00016605717,0.0022864218],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998541,0.000032137203,0.000008928418,0.000018131823,0.00006525704,0.000021463227],"domain_scores_gemma":[0.99974185,0.00009532235,0.000025489631,0.00003766304,0.00007600906,0.000023646466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050966075,0.00054817006,0.00039522178,0.0003161215,0.0002688343,0.0004028816,0.0010987332,0.0005484753,0.0026859627],"category_scores_gemma":[0.0006071566,0.0003514542,0.00035754743,0.0001844079,0.0003304399,0.0003412321,0.00057591725,0.00047385745,0.0002895893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088882174,0.00007197046,0.0018622163,0.00005985425,0.000027185768,0.00009880879,0.00009026723,0.9587479,0.02699595,0.0016868346,0.00028382955,0.00998628],"study_design_scores_gemma":[0.000012508947,0.00005008539,0.00036763088,0.0000042134297,0.000003828977,0.000008579369,0.000017273249,0.99333704,0.005381712,0.00013079587,0.0006793134,0.00000698409],"about_ca_topic_score_codex":0.0041153724,"about_ca_topic_score_gemma":0.0036741197,"teacher_disagreement_score":0.0041153724,"about_ca_system_score_codex":0.00031050332,"about_ca_system_score_gemma":0.00071970647,"threshold_uncertainty_score":0.00898546},"labels":[],"label_agreement":null},{"id":"W2928904599","doi":"10.1088/1755-1315/240/2/022024","title":"Hydraulic turbine start-up: a fluid-structure simulation methodology","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; TransCanada (Canada)","funders":"","keywords":"Hydraulic fluid; Fluid coupling; Mechanical engineering; Francis turbine; Focus (optics); Fluid dynamics; Computation; Coupling (piping); Flow (mathematics); Turbine; Hydraulic machinery; Work (physics); Hydraulic turbines; Engineering; Computer science; Marine engineering; Mechanics; Physics","score_opus":0.022263888670691005,"score_gpt":0.22579278706473233,"score_spread":0.2035288983940413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928904599","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009577403,0.00012529956,0.9831352,0.00006456055,0.00003552681,0.00010867627,0.00012005918,0.00044447262,0.006388776],"genre_scores_gemma":[0.5504254,0.0007953592,0.43428063,0.0001233405,0.0000968578,0.0012977599,0.0006826809,0.00062066905,0.011677254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997961,0.00006621589,0.000010130616,0.000029198456,0.000074995594,0.000023383258],"domain_scores_gemma":[0.9997476,0.00011927106,0.00002925359,0.00003164971,0.00005384193,0.000018442654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047654155,0.00071593793,0.0007959233,0.0005772738,0.00051737553,0.00088197587,0.0015059068,0.0015632237,0.0042530075],"category_scores_gemma":[0.0008104499,0.0005086969,0.0008630341,0.0005377736,0.00064765255,0.00070597185,0.0011928633,0.00086087687,0.0011140466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024252255,0.00004110473,0.00027307347,0.00010219202,0.000027057744,0.000087610926,0.00008251804,0.9702088,0.0035109688,0.016245643,0.00028914958,0.009107541],"study_design_scores_gemma":[0.000009272503,0.000016151342,0.000044626686,0.000007740229,0.0000046784353,0.000010029085,0.000008419105,0.9957766,0.0004640952,0.0023874782,0.0012663233,0.0000046249093],"about_ca_topic_score_codex":0.002264755,"about_ca_topic_score_gemma":0.0015747218,"teacher_disagreement_score":0.0042530075,"about_ca_system_score_codex":0.00040972442,"about_ca_system_score_gemma":0.0009388711,"threshold_uncertainty_score":0.014227688},"labels":[],"label_agreement":null},{"id":"W2933841309","doi":"10.1088/1755-1315/240/2/022051","title":"A step forward: IEC 62097-Edition 2 - “Hydraulic Machines, Radial and Axial – Methodology for Performance Transposition from Model to Prototype”","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Scalability; Scaling; Computer science; Transposition (logic); Leakage (economics); Mechanical engineering; Engineering; Mathematics; Artificial intelligence","score_opus":0.018562237291671946,"score_gpt":0.216025185004021,"score_spread":0.19746294771234904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933841309","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010284987,0.0068119382,0.8050489,0.014689907,0.018336039,0.0023124854,0.0016282055,0.007486153,0.13340135],"genre_scores_gemma":[0.06502554,0.007375312,0.792832,0.008841909,0.0047735423,0.0028459998,0.0076986644,0.006499677,0.104107365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96697694,0.005934533,0.0029333795,0.0016487613,0.021863462,0.000642975],"domain_scores_gemma":[0.9758664,0.0023140865,0.0012058886,0.0044401507,0.015885832,0.00028754745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01621119,0.0022651379,0.0011829626,0.0036591545,0.00092268636,0.005542592,0.003883034,0.00394432,0.0065942463],"category_scores_gemma":[0.018569527,0.0011744882,0.0014325782,0.0015923642,0.0030401698,0.006624857,0.002770204,0.0076529654,0.011527438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029255642,0.00047281597,0.0011883973,0.0027177662,0.00008207225,0.00069792883,0.0018329166,0.0075095086,0.06393607,0.28111464,0.2571124,0.3830429],"study_design_scores_gemma":[0.000060346614,0.00053449074,0.0014775492,0.00092697085,0.000052077325,0.00058939104,0.000375522,0.0058396757,0.02641662,0.026844613,0.93673617,0.00014662571],"about_ca_topic_score_codex":0.0031995666,"about_ca_topic_score_gemma":0.0021346454,"teacher_disagreement_score":0.01621119,"about_ca_system_score_codex":0.002250018,"about_ca_system_score_gemma":0.006302217,"threshold_uncertainty_score":0.08573401},"labels":[],"label_agreement":null},{"id":"W2938941624","doi":"10.1080/13873954.2019.1601111","title":"Nonlinear dynamic modeling of pneumatic nailing devices","year":2019,"lang":"en","type":"article","venue":"Mathematical and Computer Modelling of Dynamical Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Piston (optics); Representation (politics); Mechanical engineering; Displacement (psychology); Process (computing); Engineering; Computer science; Simulation; Structural engineering; Control theory (sociology); Physics; Artificial intelligence","score_opus":0.01452344460728843,"score_gpt":0.1986580153009992,"score_spread":0.18413457069371075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938941624","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013081309,0.00027560725,0.9769678,0.00012041159,0.000028495602,0.00007153192,0.0001517533,0.00023411795,0.009068895],"genre_scores_gemma":[0.87265587,0.0017641189,0.0993854,0.000083927116,0.000060811064,0.00066612306,0.0005244932,0.00011953855,0.024739679],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999754,0.00004310616,0.000014527525,0.00005229817,0.00012097056,0.000015082241],"domain_scores_gemma":[0.99984217,0.00006748257,0.000030269488,0.0000187642,0.000036019755,0.0000052958867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025212663,0.0005351104,0.00042963546,0.0003822429,0.00028325504,0.00067415746,0.00081277156,0.0007353104,0.0018683323],"category_scores_gemma":[0.00065222103,0.0003188824,0.00042882503,0.00027554878,0.00052555074,0.00077522587,0.0005207396,0.00049901893,0.000602529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014363009,0.0000151166805,0.00024287001,0.000088850065,0.00000960837,0.00006336925,0.000058893896,0.9635668,0.010003935,0.01564622,0.00023639227,0.0100535685],"study_design_scores_gemma":[0.0000020983402,0.00001139173,0.00012562177,0.0000044503786,0.0000020846894,0.000021045138,0.000005337796,0.9968616,0.000821051,0.0009985755,0.0011422704,0.0000044396534],"about_ca_topic_score_codex":0.0033416282,"about_ca_topic_score_gemma":0.0015909782,"teacher_disagreement_score":0.0033416282,"about_ca_system_score_codex":0.00048437167,"about_ca_system_score_gemma":0.00060095836,"threshold_uncertainty_score":0.0066443086},"labels":[],"label_agreement":null},{"id":"W2941162709","doi":"","title":"Air entrainment and air-water separation in hydraulic air compressors","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Northern Ontario Heritage Fund Corporation","keywords":"Air entrainment; Air compressor; Entrainment (biomusicology); Environmental science; Separation (statistics); Air separation; Gas compressor; Environmental engineering; Engineering; Civil engineering; Mechanical engineering; Chemistry; Computer science; Physics","score_opus":0.006396381027876072,"score_gpt":0.1973836035168294,"score_spread":0.19098722248895333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941162709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.824196,0.0019032394,0.15360206,0.00031087536,0.000100803525,0.0004093755,0.00016118759,0.0007187831,0.018597739],"genre_scores_gemma":[0.9674575,0.0005533735,0.026019678,0.00003215339,0.000017723934,0.00006728058,0.0000611924,0.000029214525,0.0057619303],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994049,0.000053519074,0.00002393713,0.0000836266,0.00036067978,0.00007342183],"domain_scores_gemma":[0.99968445,0.000108706,0.000061669816,0.0000203743,0.0000973967,0.000027535792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041384008,0.00027482046,0.00026427236,0.00032382493,0.00043868847,0.00061682984,0.000651601,0.00039754913,0.0011011212],"category_scores_gemma":[0.00058000133,0.00023678217,0.00029884695,0.00029913054,0.0004887506,0.00056243135,0.0003773347,0.00052518694,0.00024690002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033180031,0.00021562054,0.002434313,0.0007363903,0.000021354927,0.00023952645,0.00031203098,0.03897701,0.8768172,0.004983664,0.00069630856,0.07423478],"study_design_scores_gemma":[0.00004092947,0.0012909594,0.0046572615,0.000029292429,0.00002485677,0.00010767725,0.00012279749,0.10806667,0.8702932,0.00037405948,0.014955809,0.00003641106],"about_ca_topic_score_codex":0.0044785007,"about_ca_topic_score_gemma":0.0062563783,"teacher_disagreement_score":0.0044785007,"about_ca_system_score_codex":0.0007113483,"about_ca_system_score_gemma":0.00076162367,"threshold_uncertainty_score":0.008904874},"labels":[],"label_agreement":null},{"id":"W2947861836","doi":"10.1109/tmech.2019.2919673","title":"Control of an Electromechanical Clutch Actuator Using a Dual Sliding Mode Controller: Theory and Experimental Investigations","year":2019,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Mitacs","keywords":"Clutch; Control theory (sociology); Robustness (evolution); Actuator; Powertrain; Robust control; Sliding mode control; Engineering; Controller (irrigation); Lyapunov function; Control engineering; Control system; Computer science; Nonlinear system; Automotive engineering; Torque; Control (management)","score_opus":0.0099673701750528,"score_gpt":0.2406646519256128,"score_spread":0.23069728175055998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947861836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89496994,0.00074718683,0.0918072,0.0002358019,0.000104093124,0.00030372158,0.00013031994,0.0005196379,0.011182057],"genre_scores_gemma":[0.99325657,0.00011565946,0.005573739,0.000008624175,0.0000045177944,0.000072272036,0.000022771723,0.0000047220906,0.0009411207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966383,0.000045507924,0.000025429226,0.00005883774,0.00016811035,0.000038240574],"domain_scores_gemma":[0.9993476,0.00023256495,0.00007706217,0.00009467408,0.00021736394,0.00003065023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007099504,0.00036195375,0.00034388225,0.00042346693,0.00035406015,0.0005262696,0.0008418318,0.00076715456,0.001787724],"category_scores_gemma":[0.0008365175,0.00019062823,0.00029893356,0.00021618529,0.0005296087,0.00042726818,0.0004400453,0.00055806595,0.0001662655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014704792,0.0017359606,0.005849056,0.0028590816,0.0001341785,0.0007960931,0.0016731422,0.21467695,0.6317801,0.009982265,0.0013654303,0.12767716],"study_design_scores_gemma":[0.00016552578,0.0041089207,0.0052044783,0.00007682966,0.000043473097,0.00010997272,0.0003002277,0.8491142,0.13690464,0.00071944477,0.003196253,0.000056059675],"about_ca_topic_score_codex":0.0023115296,"about_ca_topic_score_gemma":0.0010551402,"teacher_disagreement_score":0.0023115296,"about_ca_system_score_codex":0.00033811847,"about_ca_system_score_gemma":0.0003416986,"threshold_uncertainty_score":0.0059805512},"labels":[],"label_agreement":null},{"id":"W2948477343","doi":"10.11159/ffhmt19.137","title":"Monitoring the Best Operating Point of Centrifugal Pumps Using Blade Passing Vibration Signals","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blade (archaeology); Centrifugal pump; Vibration; Centrifugal force; Point (geometry); Mechanical engineering; Acoustics; Computer science; Engineering; Physics; Impeller; Mathematics; Rotational speed","score_opus":0.026969048745309244,"score_gpt":0.2360617276888791,"score_spread":0.20909267894356984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948477343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738264,0.00031964472,0.024718622,0.000059274218,0.000022123824,0.00002485307,0.00010236687,0.00029131974,0.0006351874],"genre_scores_gemma":[0.991958,0.00015038159,0.007451045,0.000017062346,0.0000060539364,0.000014148216,0.000046872858,0.000016020766,0.0003404523],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99969053,0.000041091345,0.00001948964,0.00005999283,0.00015497541,0.000033904875],"domain_scores_gemma":[0.9992306,0.00028436666,0.00019581303,0.00003211906,0.00023075934,0.00002633027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355554,0.0003868909,0.00032193676,0.0004773442,0.00019739289,0.00031398173,0.00030085977,0.0003804468,0.00054694724],"category_scores_gemma":[0.0010998186,0.00016557681,0.00014752176,0.00020568984,0.0002019443,0.00034708777,0.00014575552,0.00020134465,0.00018664298],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006859841,0.000089282476,0.017805986,0.00021786345,0.000019878666,0.00021045201,0.00021716666,0.0025399565,0.92442423,0.00006671406,0.00028467368,0.053437836],"study_design_scores_gemma":[0.00002321101,0.0015631473,0.122154504,0.000040114403,0.000060339225,0.00041318734,0.00029276242,0.031045808,0.84317523,0.00010010393,0.0010787454,0.00005293344],"about_ca_topic_score_codex":0.0004006926,"about_ca_topic_score_gemma":0.00060718204,"teacher_disagreement_score":0.00054694724,"about_ca_system_score_codex":0.00012158003,"about_ca_system_score_gemma":0.0001160928,"threshold_uncertainty_score":0.002303481},"labels":[],"label_agreement":null},{"id":"W29487799","doi":"10.1016/j.ijppaw.2018.02.001","title":"Processo per confezionare un pneumatico e apparato operante secondo tale processo","year":2012,"lang":"en","type":"article","venue":"International Journal for Parasitology Parasites and Wildlife","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fondation de la faune du Québec; Fonds de recherche du Québec – Nature et technologies; Environment Canada; Natural Sciences and Engineering Research Council of Canada; Université du Québec à Rimouski","keywords":"Process (computing); Computer science; Operating system","score_opus":0.01272836655772267,"score_gpt":0.2987222331956296,"score_spread":0.28599386663790693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29487799","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414316,0.0037086308,0.0098925205,0.003832986,0.00072336517,0.000385001,0.0005115748,0.00062379206,0.03889055],"genre_scores_gemma":[0.9414739,0.0020261332,0.01049655,0.001305699,0.00049045077,0.00014817932,0.00073387736,0.00012494584,0.043200262],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992217,0.00011199291,0.000042554686,0.0001368855,0.0001727007,0.00031417696],"domain_scores_gemma":[0.9983584,0.00025899344,0.0003579219,0.00013046204,0.00019166218,0.0007026649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008072147,0.00043631546,0.00032334216,0.0009519636,0.0011483458,0.0010290307,0.0006472536,0.0009114124,0.013898352],"category_scores_gemma":[0.0022390978,0.00018452661,0.000509196,0.0004179974,0.00092563144,0.00062656635,0.0014077867,0.001172373,0.0023082276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050125696,0.0012938596,0.5412368,0.00046513023,0.0001270039,0.0109457765,0.002621254,0.0008254405,0.013818526,0.002429302,0.014482789,0.41125292],"study_design_scores_gemma":[0.00007656492,0.0025037797,0.7723244,0.00076056476,0.00015492713,0.029884148,0.0062658307,0.0030929418,0.0076897875,0.0018927922,0.17519039,0.00016396746],"about_ca_topic_score_codex":0.020432346,"about_ca_topic_score_gemma":0.054878138,"teacher_disagreement_score":0.020432346,"about_ca_system_score_codex":0.00090286246,"about_ca_system_score_gemma":0.0027272254,"threshold_uncertainty_score":0.046494603},"labels":[],"label_agreement":null},{"id":"W29493174","doi":"","title":"Frequency response of hydraulic hoses","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fluid power; Computer science; Engineering; Environmental science; Mechanical engineering","score_opus":0.017668887773912907,"score_gpt":0.19811884308289804,"score_spread":0.18044995530898514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29493174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88986427,0.00062491914,0.04217178,0.00083056575,0.00044659385,0.0002479984,0.001092654,0.00073587487,0.06398536],"genre_scores_gemma":[0.99292773,0.00007603273,0.00223969,0.00015127331,0.000037628095,0.000040050658,0.00032048975,0.000054346954,0.004152801],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989429,0.00034543365,0.00004869312,0.00018142209,0.00033851372,0.00014299847],"domain_scores_gemma":[0.9877642,0.009565355,0.0004128359,0.00058340275,0.001414265,0.00025993877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085188175,0.00031809232,0.00028363336,0.0007551364,0.000338773,0.00072670326,0.00041206015,0.0012744409,0.018586487],"category_scores_gemma":[0.018823259,0.00015030419,0.00021739265,0.00052302436,0.00041804442,0.00068036915,0.0006110342,0.0006644613,0.002941414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014900984,0.0012999324,0.12618984,0.0013452618,0.00042019374,0.0018358901,0.006024979,0.0947153,0.18351041,0.049331848,0.025854522,0.49457085],"study_design_scores_gemma":[0.00032090963,0.0042587942,0.4070394,0.00056051393,0.00025827455,0.0057191825,0.006918054,0.46828744,0.038486063,0.032784503,0.034864295,0.0005026163],"about_ca_topic_score_codex":0.0012958002,"about_ca_topic_score_gemma":0.00069967314,"teacher_disagreement_score":0.018586487,"about_ca_system_score_codex":0.00042397162,"about_ca_system_score_gemma":0.0001598886,"threshold_uncertainty_score":0.062178016},"labels":[],"label_agreement":null},{"id":"W2953587975","doi":"10.1016/j.fss.2019.06.016","title":"Adaptive control of Markov jump distributed parameter systems via model reference","year":2019,"lang":"en","type":"article","venue":"Fuzzy Sets and Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Higher Education Discipline Innovation Project; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Mathematics; Control theory (sociology); Nonlinear system; Markov chain; Distributed parameter system; Markov process; Controller (irrigation); Applied mathematics; Markov model; Adaptive control; Galerkin method; Fuzzy control system; Mathematical optimization; Fuzzy logic; Computer science; Partial differential equation; Control (management); Mathematical analysis; Artificial intelligence; Statistics","score_opus":0.017789419059736484,"score_gpt":0.20889737636581907,"score_spread":0.19110795730608257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953587975","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05911691,0.00057404465,0.9325014,0.00040689483,0.00013947184,0.000028581308,0.00005536279,0.00030613702,0.0068712933],"genre_scores_gemma":[0.98713756,0.00017589069,0.010276432,0.000047048237,0.00003466877,0.00003352217,0.000030274592,0.000013304297,0.0022514255],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970335,0.000089006215,0.000013857198,0.00006396977,0.00008831896,0.00004151848],"domain_scores_gemma":[0.99947363,0.00027489258,0.00009365208,0.000039139904,0.000101090394,0.00001770918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006128089,0.00051732396,0.00084012415,0.00030473413,0.0003911015,0.00088047364,0.00073971215,0.0007294335,0.0014377773],"category_scores_gemma":[0.0018893984,0.00025700277,0.0004258728,0.00039837786,0.00072515843,0.000689741,0.00087476516,0.00081081915,0.00016778611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013411343,0.000042455136,0.00027800456,0.0000772124,0.000046849196,0.00006563614,0.00009798418,0.9328654,0.0038926865,0.027506953,0.00071278453,0.034279987],"study_design_scores_gemma":[0.000010730574,0.000032362546,0.00011721368,0.000004078872,0.000005495804,0.000009483879,0.000003956573,0.9950265,0.00029380864,0.0042791343,0.00021198318,0.0000052435876],"about_ca_topic_score_codex":0.0073826485,"about_ca_topic_score_gemma":0.0056888163,"teacher_disagreement_score":0.0073826485,"about_ca_system_score_codex":0.00059026806,"about_ca_system_score_gemma":0.00060359633,"threshold_uncertainty_score":0.014679372},"labels":[],"label_agreement":null},{"id":"W2953928417","doi":"10.22260/isarc2019/0134","title":"Development of an Earthmoving Machinery Autonomous Excavator Development Platform","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excavator; Automation; Software; Computer science; Software engineering; Engineering; Manufacturing engineering; Operating system; Mechanical engineering","score_opus":0.011550265160584328,"score_gpt":0.19683267408650754,"score_spread":0.1852824089259232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953928417","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11310729,0.00028022146,0.83666396,0.00022721721,0.00014649273,0.0018241022,0.0008718894,0.027558792,0.019320007],"genre_scores_gemma":[0.2806652,0.00046377437,0.6837159,0.00014177422,0.000038804254,0.0016565407,0.0038297095,0.0023097084,0.027178658],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957055,0.000044326654,0.000026970478,0.000073742085,0.00021805822,0.00006643889],"domain_scores_gemma":[0.9995276,0.000065906905,0.00003418742,0.00007489113,0.00019641069,0.00010109084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733544,0.00054207287,0.0003714143,0.00059871643,0.0002259433,0.00060751865,0.0012266121,0.00043690353,0.0076146964],"category_scores_gemma":[0.0007997383,0.00034438993,0.00041258134,0.00020615163,0.00020222699,0.0006773185,0.0011791061,0.00065938995,0.004305267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008522573,0.00062651583,0.0061491206,0.0008882228,0.00012282019,0.0017494692,0.00073696324,0.040254965,0.41048253,0.008288876,0.018437246,0.5114111],"study_design_scores_gemma":[0.00071438355,0.0026847427,0.012691602,0.00024216298,0.00014185692,0.0024887668,0.00025822257,0.29677415,0.3702819,0.0029132394,0.31060734,0.00020159145],"about_ca_topic_score_codex":0.0007708145,"about_ca_topic_score_gemma":0.00050121587,"teacher_disagreement_score":0.0076146964,"about_ca_system_score_codex":0.0002166533,"about_ca_system_score_gemma":0.0012900009,"threshold_uncertainty_score":0.025473714},"labels":[],"label_agreement":null},{"id":"W2956024677","doi":"10.22260/isarc2019/0034","title":"Accurate Position Control for Hydraulic Servomechanisms","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Position (finance); Control theory (sociology); Control (management); Control engineering; Hydraulic machinery; Artificial intelligence; Engineering; Mechanical engineering; Business","score_opus":0.007096110264847578,"score_gpt":0.1953020138482532,"score_spread":0.1882059035834056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956024677","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03791048,0.0027686912,0.95054734,0.0001632672,0.00020219132,0.000064092645,0.000036289613,0.0008331691,0.0074744974],"genre_scores_gemma":[0.9341938,0.000890401,0.05831978,0.00004266535,0.00008127142,0.0000557649,0.00005681635,0.000056641824,0.006302771],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950314,0.00006730483,0.000026566659,0.000064038744,0.00030398043,0.000035014717],"domain_scores_gemma":[0.99962485,0.00015919571,0.00007044247,0.000054191623,0.000079655,0.000011686924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033739352,0.00048433588,0.00035743497,0.00033533285,0.00022494786,0.00065322604,0.00041415895,0.00043198757,0.0023592343],"category_scores_gemma":[0.0008150789,0.00021848983,0.00019518723,0.0002294916,0.00061341055,0.0005967114,0.0004267502,0.0005572992,0.0005193484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003504118,0.00009478923,0.00035872054,0.0007608314,0.00003599808,0.00015296026,0.0003049213,0.34578216,0.24881649,0.05161172,0.002337079,0.3493939],"study_design_scores_gemma":[0.00007209635,0.00070964824,0.00088313106,0.000075150725,0.000024252093,0.00014213593,0.000032875567,0.90579104,0.054482315,0.01431507,0.023431877,0.000040367784],"about_ca_topic_score_codex":0.0008074474,"about_ca_topic_score_gemma":0.0008035283,"teacher_disagreement_score":0.0023592343,"about_ca_system_score_codex":0.00038464653,"about_ca_system_score_gemma":0.00031738167,"threshold_uncertainty_score":0.00789243},"labels":[],"label_agreement":null},{"id":"W2956201406","doi":"10.1115/fpmc2019-1615","title":"Measuring the Losses of Hydrostatic Pumps and Motors: A Critical Review of ISO4409:2007","year":2019,"lang":"en","type":"review","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Positive displacement meter; Volumetric efficiency; Displacement (psychology); Volume (thermodynamics); Hydrostatic equilibrium; Mechanical engineering; Hydraulic pump; Efficient energy use; Volumetric flow rate; Automotive engineering; Control theory (sociology); Computer science; Mechanics; Engineering; Electrical engineering; Physics; Thermodynamics","score_opus":0.0922232778970371,"score_gpt":0.3133046879348657,"score_spread":0.2210814100378286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956201406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044479216,0.9431692,0.040684193,0.0018554679,0.0015898456,0.0001664701,0.00018849414,0.000105161926,0.007793175],"genre_scores_gemma":[0.03402596,0.9101436,0.043640874,0.0012479791,0.0020114947,0.0002738947,0.00074240647,0.00017303422,0.00774078],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98846835,0.0014005456,0.0012790392,0.0012176544,0.0074744183,0.00015996203],"domain_scores_gemma":[0.97786224,0.005644409,0.0013867539,0.0004998316,0.014421493,0.00018530265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012385914,0.0021862742,0.0021821535,0.010505421,0.0008345668,0.0034219155,0.0033062024,0.0022268083,0.0015476134],"category_scores_gemma":[0.010433047,0.0016175405,0.0014188355,0.0067872955,0.0028784056,0.006499418,0.0013435815,0.002819793,0.0015884701],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012051843,0.00017141036,0.0019809082,0.013016196,0.00011519178,0.00021245042,0.00043113832,0.0035702456,0.011922556,0.016275227,0.017975653,0.9342086],"study_design_scores_gemma":[0.000017013037,0.0005738745,0.009068538,0.008088147,0.00024066142,0.001222394,0.00089766755,0.004907069,0.029893145,0.010438579,0.93439484,0.00025809504],"about_ca_topic_score_codex":0.00333082,"about_ca_topic_score_gemma":0.0022614263,"teacher_disagreement_score":0.012385914,"about_ca_system_score_codex":0.0029177899,"about_ca_system_score_gemma":0.003104634,"threshold_uncertainty_score":0.065503776},"labels":[],"label_agreement":null},{"id":"W2959164364","doi":"10.3390/pr7070451","title":"Discrete-Time Kalman Filter Design for Linear Infinite-Dimensional Systems","year":2019,"lang":"en","type":"article","venue":"Processes","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kalman filter; Discretization; Alpha beta filter; Control theory (sociology); Estimator; Computer science; Linear system; Invariant extended Kalman filter; Fast Kalman filter; Applied mathematics; Realization (probability); Mathematics; Filter (signal processing); Mathematical optimization; Extended Kalman filter; Mathematical analysis; Moving horizon estimation","score_opus":0.019690604971561727,"score_gpt":0.22929798877887392,"score_spread":0.2096073838073122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959164364","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010084186,0.0001257801,0.9977469,0.000044669083,0.000022070957,0.000012969848,0.00002232518,0.00010479626,0.00091208087],"genre_scores_gemma":[0.6806704,0.0016012427,0.30602944,0.00018865646,0.0001598885,0.00070342567,0.00054849806,0.000108558044,0.009989907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992993,0.00016873122,0.00005133287,0.00021875335,0.00020993254,0.000051990795],"domain_scores_gemma":[0.9993407,0.0002743367,0.00011180838,0.00005359532,0.00020198076,0.000017570437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010237015,0.0008711054,0.0009460773,0.00037718564,0.00046898922,0.0011219917,0.00089106266,0.0011314702,0.0027663382],"category_scores_gemma":[0.0022142848,0.0004806336,0.0007693967,0.00046917837,0.0008350342,0.0009944964,0.0008673911,0.0012998235,0.0008391381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080996084,0.000034657212,0.0004320844,0.00032258773,0.00007007662,0.00008987588,0.0001739097,0.86406595,0.0065777553,0.05146946,0.0015680172,0.075114615],"study_design_scores_gemma":[0.0000117323625,0.000032234027,0.00008924214,0.00001440938,0.000012120325,0.000012696262,0.0000069550015,0.99235946,0.0010926523,0.0044499743,0.0019090858,0.0000094430015],"about_ca_topic_score_codex":0.0064116837,"about_ca_topic_score_gemma":0.0047840616,"teacher_disagreement_score":0.0064116837,"about_ca_system_score_codex":0.0010175093,"about_ca_system_score_gemma":0.0015687055,"threshold_uncertainty_score":0.012748718},"labels":[],"label_agreement":null},{"id":"W2962888844","doi":"10.3390/act8030056","title":"Position Control of Pneumatic Actuators Using Three-Mode Discrete-Valued Model Predictive Control","year":2019,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Control theory (sociology); Mean squared error; Actuator; Pneumatic actuator; Robustness (evolution); Approximation error; Sliding mode control; Overshoot (microwave communication); Root mean square; Solenoid valve; Mathematics; Model predictive control; Computer science; Algorithm; Engineering; Physics; Artificial intelligence; Nonlinear system; Statistics","score_opus":0.007427789960044539,"score_gpt":0.2268872372895122,"score_spread":0.21945944732946768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962888844","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017754974,0.00033465828,0.97878385,0.00008827349,0.00007945352,0.00003183487,0.00002942521,0.00075298187,0.0021445428],"genre_scores_gemma":[0.8875051,0.00027734463,0.10978632,0.00007049645,0.000032670443,0.00010705863,0.00010021736,0.000035875713,0.002084913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974424,0.000035016754,0.000014787431,0.000054875258,0.00013026418,0.000020804615],"domain_scores_gemma":[0.9996542,0.00014315559,0.000051542942,0.000034862464,0.00009965813,0.00001663767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046316194,0.0006070823,0.00055078143,0.00024401124,0.00025843678,0.00082721916,0.0009083893,0.00052161043,0.0007710287],"category_scores_gemma":[0.000842005,0.00026787943,0.00037155027,0.00029440786,0.00035054,0.00042026682,0.0004904638,0.00094540376,0.00018337567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018190824,0.00008603503,0.0006182751,0.00025864347,0.000050456605,0.00011159007,0.0000861522,0.74226075,0.028467683,0.004255257,0.0016326014,0.22199063],"study_design_scores_gemma":[0.000009230805,0.000035755522,0.000105901425,0.000004417936,0.000004199257,0.000012657411,0.0000025504248,0.996566,0.0025046282,0.0002891292,0.00046128398,0.0000042602474],"about_ca_topic_score_codex":0.0040245247,"about_ca_topic_score_gemma":0.0029482339,"teacher_disagreement_score":0.0040245247,"about_ca_system_score_codex":0.0004197399,"about_ca_system_score_gemma":0.0006975922,"threshold_uncertainty_score":0.008002222},"labels":[],"label_agreement":null},{"id":"W2963475502","doi":"","title":"Dynamic Characterization Of Hydroelectric Turbine In Transient Using OBMA And Phase-Shift Analysis","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Modal analysis; Harmonic analysis; Transient (computer programming); Acoustics; Modal; Bandwidth (computing); Harmonic; Resonance (particle physics); Turbine; Mode (computer interface); Time–frequency analysis; SIGNAL (programming language); Computer science; Control theory (sociology); Physics; Engineering; Electronic engineering; Vibration; Telecommunications; Materials science; Artificial intelligence; Mechanical engineering","score_opus":0.009892368236373657,"score_gpt":0.2216041139690243,"score_spread":0.21171174573265064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963475502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61286384,0.0004366283,0.37423894,0.00015064163,0.000045870383,0.00005670263,0.00030189086,0.0013509658,0.010554537],"genre_scores_gemma":[0.9910931,0.00005663856,0.0069655464,0.0000093425515,0.0000071932554,0.000015490783,0.00006239881,0.000042304415,0.0017478855],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993527,0.000012246781,0.0000030131216,0.000015958958,0.000024640003,0.000008843297],"domain_scores_gemma":[0.9998752,0.000058546382,0.000014639583,0.000015232821,0.000030331317,0.000006106144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101038655,0.0002552976,0.00035216205,0.00036916163,0.00020545736,0.00034956587,0.00023388126,0.00026365175,0.0034385761],"category_scores_gemma":[0.00031555633,0.00010646369,0.00017503617,0.0003192389,0.00019208294,0.00043443416,0.0001691454,0.00019747176,0.00034877763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001151346,0.00015262554,0.0149086295,0.00052599626,0.00006471959,0.00056955934,0.0004922157,0.11068598,0.6367674,0.0050366605,0.0012497101,0.22839507],"study_design_scores_gemma":[0.000017411077,0.00018443323,0.018390466,0.000025763899,0.000033242886,0.0002155776,0.00016748629,0.887924,0.08706567,0.002345756,0.0036110976,0.00001914802],"about_ca_topic_score_codex":0.0008282291,"about_ca_topic_score_gemma":0.0010754449,"teacher_disagreement_score":0.0034385761,"about_ca_system_score_codex":0.00012515097,"about_ca_system_score_gemma":0.00010959718,"threshold_uncertainty_score":0.01150316},"labels":[],"label_agreement":null},{"id":"W2966776690","doi":"10.3390/act8030059","title":"A Critical Analysis of Valve-Compensated Hydrostatic Actuators: Qualitative Investigation","year":2019,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Hydraulic cylinder; Electronic circuit; Electro-hydraulic actuator; Transformer; Compensation (psychology); Mechanical engineering; Engineering; Cylinder; Computer science; Control engineering; Control theory (sociology); Electrical engineering; Control (management)","score_opus":0.014700522774876951,"score_gpt":0.284378468843498,"score_spread":0.26967794606862105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966776690","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19809526,0.004134504,0.5021608,0.0022094734,0.00024892206,0.0002834494,0.0002599858,0.00045680325,0.29215088],"genre_scores_gemma":[0.9675463,0.00091741025,0.012277792,0.00017186553,0.000047673842,0.00010015358,0.000041305946,0.00007551493,0.018822033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99979264,0.000027117512,0.0000057899947,0.000031382613,0.00010006357,0.000042979056],"domain_scores_gemma":[0.99961615,0.00018413985,0.00006933838,0.00002733241,0.00007626611,0.000026718713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004766265,0.0004512031,0.0003566485,0.00066213903,0.0007454878,0.0015425686,0.0009846387,0.0009260062,0.011478364],"category_scores_gemma":[0.0014733585,0.00029836266,0.00047449052,0.00021684944,0.0020656127,0.0013225827,0.000694108,0.0006851899,0.00068420556],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051658113,0.000031935888,0.0002572468,0.00025248277,0.000017527413,0.0003619264,0.00035383648,0.065858334,0.031395588,0.892266,0.0015629615,0.007590605],"study_design_scores_gemma":[0.000033217177,0.00015677036,0.0008397821,0.00008798608,0.000026841788,0.00032967937,0.00029042497,0.6608376,0.009507374,0.3132643,0.014583908,0.00004214695],"about_ca_topic_score_codex":0.0018029938,"about_ca_topic_score_gemma":0.00080365775,"teacher_disagreement_score":0.011478364,"about_ca_system_score_codex":0.0012770126,"about_ca_system_score_gemma":0.00056648115,"threshold_uncertainty_score":0.03839898},"labels":[],"label_agreement":null},{"id":"W29702046","doi":"10.18433/jpps29745","title":"Simulation of Hydraulic Disturbances Caused by the Decay Heat of the Repository in Olkiluoto","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Decay heat; Nuclear engineering; Engineering","score_opus":0.007297383417500824,"score_gpt":0.20998359280609988,"score_spread":0.20268620938859905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29702046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98501474,0.00009726311,0.005440771,0.00021403181,0.00006763626,0.0000687933,0.00079079147,0.00023769535,0.008068388],"genre_scores_gemma":[0.99733186,0.000051589275,0.00075993023,0.0000147957635,0.0000025698582,0.000030213192,0.00024205422,0.000017241986,0.0015496426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998299,0.000029552599,0.000009750451,0.000024809715,0.00003597112,0.00006993889],"domain_scores_gemma":[0.9994481,0.0002956238,0.000043938417,0.000029380042,0.00008788828,0.00009502907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142237,0.00040217856,0.00059204566,0.00058360543,0.00076970324,0.0008712365,0.0007280823,0.0013739137,0.004911578],"category_scores_gemma":[0.0011116184,0.000213336,0.0006047128,0.00035837226,0.0006476389,0.0005579354,0.00077318854,0.00062567607,0.00034641192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060398463,0.00019348062,0.0113502415,0.00009401656,0.00002866266,0.00093857327,0.0001769376,0.9717506,0.0068929577,0.0016346279,0.0010316191,0.0053043785],"study_design_scores_gemma":[0.000095801,0.0002533336,0.0051837615,0.00001779611,0.00002471438,0.00007485,0.00035263563,0.987992,0.0043254676,0.0005154494,0.0011352682,0.000028919067],"about_ca_topic_score_codex":0.028801035,"about_ca_topic_score_gemma":0.023340799,"teacher_disagreement_score":0.028801035,"about_ca_system_score_codex":0.0010521059,"about_ca_system_score_gemma":0.0010282716,"threshold_uncertainty_score":0.05726677},"labels":[],"label_agreement":null},{"id":"W2972162117","doi":"10.1109/codit.2019.8820371","title":"Diagnosis, Prognosis and Health Monitoring of Electro Hydraulic Servo Valves (EHSV) using Particle Filters","year":2019,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Particle filter; Servo; Electrohydraulic servo valve; Particle (ecology); Computer science; Control theory (sociology); Materials science; Engineering; Kalman filter; Artificial intelligence; Mechanical engineering; Geology","score_opus":0.031030764939066483,"score_gpt":0.26477729443356496,"score_spread":0.23374652949449848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972162117","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10844228,0.00035860168,0.8894794,0.00020478196,0.00003818611,0.00006005628,0.000059371385,0.00035722987,0.0010000688],"genre_scores_gemma":[0.9724319,0.00015851826,0.02637875,0.000027123546,0.000013526826,0.00003984455,0.00004644416,0.000006917582,0.00089693564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960715,0.00009302347,0.00003686724,0.000106574866,0.00009927203,0.000057148383],"domain_scores_gemma":[0.9987318,0.0007480707,0.0002217878,0.00004021483,0.00021858221,0.00003958173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102127,0.0007782914,0.0007085051,0.00058771495,0.00031152007,0.0008292632,0.0005136854,0.0013709312,0.00042142102],"category_scores_gemma":[0.0023232861,0.00026885656,0.0004991072,0.0002540217,0.00053242844,0.0005654713,0.0005457989,0.00063059945,0.000108551474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029621454,0.00012692816,0.006467077,0.00011369946,0.000055354387,0.00022039222,0.00011885141,0.9158046,0.01072593,0.0027337403,0.00043245289,0.0629048],"study_design_scores_gemma":[0.000009123676,0.00004519509,0.0010872466,0.000005221155,0.00001083143,0.000022009193,0.000011065366,0.9958158,0.0022230386,0.00065940776,0.000103263636,0.000007709614],"about_ca_topic_score_codex":0.0068431944,"about_ca_topic_score_gemma":0.003353095,"teacher_disagreement_score":0.0068431944,"about_ca_system_score_codex":0.00062785106,"about_ca_system_score_gemma":0.0007805854,"threshold_uncertainty_score":0.013606727},"labels":[],"label_agreement":null},{"id":"W2972568085","doi":"10.1002/cjce.23488","title":"Decoupling control method of paper cross‐directional basis weight based on sparse decomposition","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multivariable calculus; Decoupling (probability); Basis function; Dilution; Control theory (sociology); Basis (linear algebra); Particle swarm optimization; Mathematics; Algorithm; Computer science; Engineering; Control engineering; Control (management); Physics; Artificial intelligence; Mathematical analysis","score_opus":0.005431820204124761,"score_gpt":0.21264825231400217,"score_spread":0.20721643210987742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972568085","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015965398,0.00010911613,0.98135775,0.000048293954,0.000040620336,0.000024498655,0.000013369117,0.00015913123,0.0022818216],"genre_scores_gemma":[0.86147565,0.0002096899,0.13350356,0.000088014036,0.000049325794,0.00013295693,0.00007954166,0.000049480564,0.0044117747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996532,0.000038642072,0.000019728968,0.000092403694,0.00016161123,0.000034312707],"domain_scores_gemma":[0.99978334,0.000040754014,0.00003896694,0.000025148078,0.00009499769,0.000016796288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038165846,0.0005876236,0.00048000316,0.0003662036,0.0004515236,0.00057124055,0.0006512772,0.0003479792,0.0016899849],"category_scores_gemma":[0.0005805276,0.00027460308,0.0004965968,0.00043922494,0.00033236845,0.0008223781,0.00076442346,0.0005253755,0.0002472086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030909208,0.00017162458,0.0014872345,0.00034018906,0.0001056079,0.00014456685,0.00027208703,0.41070563,0.1691753,0.031678054,0.002505479,0.38310513],"study_design_scores_gemma":[0.000015920801,0.00010662744,0.00030263086,0.0000053522076,0.000015413012,0.000030441664,0.000012558996,0.98873156,0.007601282,0.0017600965,0.0014061929,0.000011917048],"about_ca_topic_score_codex":0.0022480665,"about_ca_topic_score_gemma":0.0017831814,"teacher_disagreement_score":0.0022480665,"about_ca_system_score_codex":0.0003504005,"about_ca_system_score_gemma":0.00060239463,"threshold_uncertainty_score":0.0056535006},"labels":[],"label_agreement":null},{"id":"W2972935226","doi":"10.14796/jwmm.c467","title":"An Innovative Method for Installing a Separate Sewer System in Narrow Streets","year":2019,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Liverpool John Moores University","keywords":"Installation; Sanitary sewer; Construction engineering; Civil engineering; Computer science; Environmental science; Engineering; Transport engineering; Environmental engineering; Operating system","score_opus":0.015556444032037988,"score_gpt":0.26067669316646835,"score_spread":0.24512024913443037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972935226","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119895816,0.00021439574,0.8705785,0.0001293948,0.000120578385,0.00027045203,0.00011753463,0.0018790322,0.006794305],"genre_scores_gemma":[0.66050154,0.00019488137,0.3288307,0.000042765238,0.00003903084,0.00027216843,0.00010013119,0.000067766756,0.0099510895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947363,0.00006610937,0.000037883416,0.00016347098,0.000198402,0.00006057767],"domain_scores_gemma":[0.9995691,0.00007443611,0.000081480895,0.000109799075,0.00012383044,0.000041331314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029114765,0.000540166,0.00043443067,0.00073432864,0.00038794294,0.00061798736,0.00094458257,0.0008162927,0.0031116193],"category_scores_gemma":[0.000651074,0.00039874317,0.00044699042,0.00040591764,0.00036459824,0.00093703024,0.0009570335,0.00044613352,0.00094817264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039557077,0.0003874986,0.0044441316,0.0004773729,0.000056808905,0.00064161135,0.00033483835,0.04490393,0.5866731,0.008180256,0.0026143075,0.35089058],"study_design_scores_gemma":[0.00023914501,0.002862901,0.010790803,0.00009890761,0.00022254571,0.0021987688,0.0002917368,0.41021007,0.49132478,0.0036253864,0.077925526,0.00020942974],"about_ca_topic_score_codex":0.00071349676,"about_ca_topic_score_gemma":0.0013736599,"teacher_disagreement_score":0.0031116193,"about_ca_system_score_codex":0.00023573224,"about_ca_system_score_gemma":0.0006556479,"threshold_uncertainty_score":0.010409415},"labels":[],"label_agreement":null},{"id":"W2973185784","doi":"10.1115/1.4044720","title":"A Nonlinear Integral Sliding Surface to Improve the Transient Response of a Force-Controlled Pneumatic Actuator With Long Transmission Lines","year":2019,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Transient response; Robustness (evolution); Nonlinear system; Integral sliding mode; Sliding mode control; Overshoot (microwave communication); Settling time; PID controller; Controller (irrigation); Computer science; Engineering; Control engineering; Step response; Physics","score_opus":0.006685626986253363,"score_gpt":0.19721442126691,"score_spread":0.19052879428065664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973185784","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1598667,0.00038486303,0.83472425,0.00013191147,0.00007427575,0.000050944895,0.000011715258,0.0006731159,0.0040822495],"genre_scores_gemma":[0.973258,0.00008065043,0.025243612,0.000023365626,0.000010841029,0.000031378204,0.000018366987,0.000017166754,0.0013165799],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997876,0.00003401599,0.000020064324,0.000036179248,0.000100289864,0.000021950416],"domain_scores_gemma":[0.99962986,0.000111316345,0.000049001734,0.000034080036,0.00015839314,0.000017389257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041638888,0.00046387594,0.00038390688,0.00032532198,0.0002354351,0.00044053298,0.00050801435,0.0004785554,0.0010429741],"category_scores_gemma":[0.0008446891,0.00013573728,0.0003351395,0.00017853141,0.00028543384,0.00043319442,0.00034115076,0.00034701402,0.00016957431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036383574,0.00017368421,0.0012936598,0.00034211038,0.00007718193,0.00036012765,0.00040333907,0.5592175,0.27906802,0.004183814,0.0010316247,0.15348518],"study_design_scores_gemma":[0.000009760777,0.00020285737,0.00039411167,0.00000600185,0.000011566166,0.000025534258,0.000016480213,0.98434955,0.014070535,0.00020609495,0.0007012017,0.0000063063426],"about_ca_topic_score_codex":0.0012307914,"about_ca_topic_score_gemma":0.0006182896,"teacher_disagreement_score":0.0012307914,"about_ca_system_score_codex":0.00025991246,"about_ca_system_score_gemma":0.00028948166,"threshold_uncertainty_score":0.003489077},"labels":[],"label_agreement":null},{"id":"W2985707316","doi":"","title":"Hydro-turbine monitoring: from self-learned equipment behavior to a single global deviation indicator","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Computer science; Turbine; Environmental science; Engineering; Aerospace engineering","score_opus":0.01876829108655352,"score_gpt":0.23685188400432775,"score_spread":0.21808359291777424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985707316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9172558,0.00027138228,0.0788256,0.00014122791,0.00005926179,0.00002672025,0.00045196465,0.0007227901,0.0022451621],"genre_scores_gemma":[0.9962011,0.00004742401,0.0031422337,0.0000185617,0.00001760399,0.000005347054,0.00012820894,0.000030605755,0.00040902643],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976164,0.000032926997,0.000010979168,0.00009751818,0.000067106725,0.000029899484],"domain_scores_gemma":[0.99930036,0.0003462832,0.0001217171,0.00008427704,0.00008601174,0.00006125634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033378054,0.00050887145,0.000490428,0.00067167525,0.000114204675,0.00048717236,0.0003757748,0.0006024199,0.000676515],"category_scores_gemma":[0.0019559881,0.00017076316,0.00021058487,0.0005253572,0.0002638192,0.00052532565,0.00047889608,0.00046244817,0.00031006432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011305133,0.00047950566,0.23365784,0.00034035396,0.00033342667,0.0009585103,0.00047429546,0.29403234,0.07236455,0.0014097785,0.0030478467,0.39177105],"study_design_scores_gemma":[0.000012056446,0.00023012131,0.19878855,0.000028773407,0.000049350747,0.0003052222,0.000098443576,0.79043436,0.008203874,0.0012576024,0.00056587247,0.000025793694],"about_ca_topic_score_codex":0.0011619183,"about_ca_topic_score_gemma":0.0018420613,"teacher_disagreement_score":0.0011619183,"about_ca_system_score_codex":0.0001678066,"about_ca_system_score_gemma":0.00014521324,"threshold_uncertainty_score":0.0023103356},"labels":[],"label_agreement":null},{"id":"W2987171230","doi":"10.4028/www.scientific.net/amm.895.284","title":"Comparison of Controllers and Actuators Effect on Electro Hydrostatic Actuator","year":2019,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Actuator; Electro-hydraulic actuator; Control theory (sociology); Mechatronics; PID controller; Rotary actuator; Control engineering; Engineering; Valve actuator; Plant; Controller (irrigation); Aerospace; Hydraulic machinery; Control system; Computer science; Control (management); Mechanical engineering; Aerospace engineering; Artificial intelligence; Temperature control","score_opus":0.004970692572434419,"score_gpt":0.2190964277345747,"score_spread":0.21412573516214026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987171230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084366,0.0041627837,0.051692013,0.00023969883,0.00045103754,0.0002074357,0.00061206374,0.0013001952,0.032898128],"genre_scores_gemma":[0.99164456,0.00042509692,0.0044627427,0.000038523285,0.000018094457,0.000054800163,0.00021738512,0.00003707717,0.0031016667],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950564,0.000056574852,0.00004209574,0.00008147804,0.00022212481,0.00009212565],"domain_scores_gemma":[0.9981964,0.000756426,0.00018798394,0.00015808805,0.00064043276,0.000060630908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046237037,0.0006141368,0.00042162553,0.00065199635,0.0003267241,0.0007910817,0.00080107455,0.00074635854,0.00657016],"category_scores_gemma":[0.0022364948,0.00016973914,0.0004149687,0.00029610048,0.0002483371,0.0005229618,0.00026456758,0.00038084364,0.000848863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0080418205,0.0007852172,0.0049850917,0.0034860359,0.00026153785,0.0007600856,0.0005289905,0.09797901,0.6481214,0.002130015,0.0033839433,0.22953685],"study_design_scores_gemma":[0.0002719006,0.008872026,0.038909815,0.00023184805,0.00044307995,0.0005292161,0.00065155805,0.20799907,0.723271,0.0010401884,0.017659018,0.000121213125],"about_ca_topic_score_codex":0.0013324465,"about_ca_topic_score_gemma":0.0010207313,"teacher_disagreement_score":0.00657016,"about_ca_system_score_codex":0.0002273605,"about_ca_system_score_gemma":0.00023434688,"threshold_uncertainty_score":0.021979392},"labels":[],"label_agreement":null},{"id":"W2990698625","doi":"10.1115/detc2019-97581","title":"Self-Starting Cogging-Torque-Assisted Motor Drive for Use in a Heavy-Duty Diesel Engine","year":2019,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Turbocharger; Automotive engineering; Camshaft; Torque; Rotor (electric); Damper; Diesel engine; Engineering; Electromagnetic coil; Common rail; Computer science; Control theory (sociology); Mechanical engineering; Control engineering; Electrical engineering; Gas compressor","score_opus":0.014981688910500715,"score_gpt":0.21555233073391614,"score_spread":0.2005706418234154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990698625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8667798,0.0001887983,0.12456663,0.00004386296,0.000035274134,0.00010598091,0.00007724104,0.00075390766,0.0074485443],"genre_scores_gemma":[0.9920254,0.000023452096,0.006938588,0.000003990441,8.828397e-7,0.000013486041,0.00002458124,0.000008289766,0.00096138776],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999492,0.000009059596,0.0000029908842,0.00000515193,0.000027389746,0.000006130602],"domain_scores_gemma":[0.99992347,0.00002448273,0.000014638922,0.000010469901,0.000019923273,0.000007038583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014284941,0.00016055255,0.00015453598,0.00015642203,0.00014063678,0.00017933789,0.00035912378,0.000155276,0.0010028749],"category_scores_gemma":[0.00015712327,0.00008852272,0.00013693185,0.00005521587,0.00011433414,0.00012548077,0.00010631303,0.000092187176,0.00013722542],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005798873,0.000276836,0.0068995296,0.0005431668,0.0000750167,0.00086147734,0.00023930825,0.48805743,0.41335973,0.0032800639,0.0008749034,0.084952705],"study_design_scores_gemma":[0.000078003424,0.0009864182,0.0040124226,0.000015597187,0.000026685791,0.00019755533,0.000029696654,0.8942558,0.094961785,0.00030896958,0.005107802,0.000019141793],"about_ca_topic_score_codex":0.00085957936,"about_ca_topic_score_gemma":0.0014648597,"teacher_disagreement_score":0.0010028749,"about_ca_system_score_codex":0.00014052472,"about_ca_system_score_gemma":0.00020467173,"threshold_uncertainty_score":0.0033549666},"labels":[],"label_agreement":null},{"id":"W2990904824","doi":"10.2316/j.2019.203-0110","title":"FLUX-BASED FAULT DETECTION IN ROTORS OF INDUCTION MOTORS, USING FINITE ELEMENTS AND NEURAL NETWORK","year":2019,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Artificial neural network; Induction motor; Flux (metallurgy); Fault (geology); Control theory (sociology); Fault detection and isolation; Control engineering; Computer science; Engineering; Electrical engineering; Materials science; Geology; Artificial intelligence; Voltage; Seismology","score_opus":0.008190909690832185,"score_gpt":0.21805718296299056,"score_spread":0.20986627327215837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990904824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28827068,0.0005269127,0.7075891,0.00023501583,0.00006507199,0.000041700558,0.00007244414,0.0007887235,0.0024103287],"genre_scores_gemma":[0.95963085,0.000096353535,0.03927172,0.000017871322,0.000009264731,0.000020701043,0.00004800778,0.000015353373,0.0008898401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990034,0.000024390742,0.000009554121,0.000016918431,0.00004092319,0.000007973225],"domain_scores_gemma":[0.9995104,0.00028211213,0.00006697722,0.000021030304,0.00010387742,0.00001553294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002695827,0.00035454534,0.00039311833,0.0005421459,0.0002611856,0.00032966805,0.0003529961,0.0007646934,0.00072399597],"category_scores_gemma":[0.0010921317,0.0002475907,0.00022416744,0.00022125158,0.0003055184,0.0005385962,0.0002022455,0.0003112063,0.00014154153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006377764,0.00018881143,0.0035686104,0.00019395557,0.000041714615,0.00011498722,0.00013088142,0.78052634,0.028695956,0.0017377071,0.00060876174,0.18355446],"study_design_scores_gemma":[0.0000027887286,0.000014550957,0.00031134707,0.0000042887577,0.0000022823756,0.0000073417664,0.000005004965,0.9981115,0.0013035393,0.00017657045,0.000058920476,0.0000018609385],"about_ca_topic_score_codex":0.0039920257,"about_ca_topic_score_gemma":0.0039642937,"teacher_disagreement_score":0.0039920257,"about_ca_system_score_codex":0.00033584156,"about_ca_system_score_gemma":0.00026947478,"threshold_uncertainty_score":0.007937551},"labels":[],"label_agreement":null},{"id":"W2991528523","doi":"10.1115/pvp2019-93790","title":"Simulations of Fully-Flexible Fuel Bundle Response due to Turbulence Excitation","year":2019,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Guelph","funders":"","keywords":"Turbulence; Bundle; Vibration; Mechanics; Work (physics); Excitation; Range (aeronautics); Materials science; Computational fluid dynamics; Structural engineering; Mechanical engineering; Engineering; Physics; Acoustics; Electrical engineering; Composite material","score_opus":0.010289446866993535,"score_gpt":0.23008199932816084,"score_spread":0.2197925524611673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991528523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753195,0.00006343558,0.01877115,0.000082043225,0.000027633097,0.000030045629,0.00015132138,0.00016504795,0.00538984],"genre_scores_gemma":[0.9978104,0.000015118106,0.0014960447,0.000007759205,0.0000016218747,0.000014753648,0.00003456024,0.0000094197585,0.0006102142],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998721,0.00002790789,0.0000046787736,0.000014343642,0.000039405255,0.000041488995],"domain_scores_gemma":[0.9995838,0.00019620756,0.000045966175,0.000037724803,0.000067901085,0.00006841825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030160072,0.000376758,0.0005445386,0.00028684613,0.0005098551,0.0005144366,0.0006351038,0.0009542247,0.0017830178],"category_scores_gemma":[0.0008207334,0.00024467518,0.0004667749,0.00026390224,0.0006142322,0.00042020672,0.0005136744,0.00036123156,0.0001677031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004745813,0.00003042005,0.0007966302,0.00001017565,0.000005915975,0.000074434756,0.000021516269,0.9960587,0.0017529903,0.00037762462,0.00006623673,0.00075796695],"study_design_scores_gemma":[0.0000065035247,0.000028832188,0.00035689262,0.0000016159107,0.000001037506,0.00000562926,0.000009774639,0.99912447,0.00034938141,0.00006667107,0.000046058813,0.0000031194104],"about_ca_topic_score_codex":0.008361186,"about_ca_topic_score_gemma":0.0040326063,"teacher_disagreement_score":0.008361186,"about_ca_system_score_codex":0.00055252126,"about_ca_system_score_gemma":0.0005654231,"threshold_uncertainty_score":0.016625047},"labels":[],"label_agreement":null},{"id":"W2995629592","doi":"10.1115/fpmc2019-1685","title":"Application of Data Reduction Techniques to Dynamic Condition Monitoring of an Axial Piston Pump","year":2019,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Overfitting; Leakage (economics); Computer science; Reliability engineering; Condition monitoring; Piston pump; Noise (video); Sensitivity (control systems); Engineering; Electronic engineering; Artificial intelligence; Mechanical engineering; Hydraulic pump; Artificial neural network; Electrical engineering","score_opus":0.014302041965227445,"score_gpt":0.2837254697901337,"score_spread":0.26942342782490625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995629592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7073954,0.0004591304,0.28808293,0.00049005565,0.00008308328,0.00017256793,0.00037778853,0.0013662755,0.0015727953],"genre_scores_gemma":[0.93694234,0.00012900154,0.062266067,0.000026346786,0.000015281688,0.00005939781,0.0002280256,0.000019093386,0.0003143791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994679,0.00022657527,0.000047088306,0.00006953442,0.00016061844,0.000028330513],"domain_scores_gemma":[0.9976387,0.0014951946,0.00014047105,0.0002239854,0.00046934735,0.000032361746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009240928,0.0005504794,0.00064192124,0.00096487114,0.00048397662,0.0005605008,0.0003955088,0.00058836647,0.00041867374],"category_scores_gemma":[0.0031310068,0.00019976037,0.00049568026,0.00075579697,0.00038747684,0.0004492861,0.00041370123,0.00059426326,0.00012334963],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005555526,0.0006474897,0.012953511,0.00028480554,0.0001255267,0.00041585483,0.00034421484,0.616389,0.03059652,0.0016137888,0.001532022,0.3345417],"study_design_scores_gemma":[0.000011741838,0.00015777761,0.005262136,0.0000071156132,0.0000113541055,0.000058526166,0.000052676183,0.9820471,0.01118172,0.00058230426,0.00060668966,0.000020902844],"about_ca_topic_score_codex":0.0056104595,"about_ca_topic_score_gemma":0.0031418889,"teacher_disagreement_score":0.0056104595,"about_ca_system_score_codex":0.0004116063,"about_ca_system_score_gemma":0.00038956339,"threshold_uncertainty_score":0.011155605},"labels":[],"label_agreement":null},{"id":"W2995686425","doi":"10.3390/app9245371","title":"Finite Element Steady-State Vibration Analysis Considering Frequency-Dependent Soil-Pile Interaction","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hanyang University","keywords":"Pile; Stiffness; Foundation (evidence); Vibration; Structural engineering; Gas compressor; Finite element method; Engineering; Pile cap; Geotechnical engineering; Mechanical engineering; Acoustics; Physics","score_opus":0.01746515396842562,"score_gpt":0.2359106769014265,"score_spread":0.21844552293300087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995686425","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5130615,0.00009844679,0.48117226,0.00005768807,0.00001582946,0.000025640216,0.0000844678,0.00038676988,0.0050973385],"genre_scores_gemma":[0.9868494,0.00003593544,0.011442161,0.000005915716,0.000002786164,0.000017337086,0.000045089997,0.000020191588,0.0015811225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999157,0.000016712895,0.000004325358,0.000014337553,0.00003366648,0.000015307025],"domain_scores_gemma":[0.999788,0.0001153435,0.000019331374,0.000019101784,0.00004913875,0.00000920278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023327903,0.00028313868,0.00035615498,0.00041713123,0.00027389528,0.00032237594,0.00045507966,0.00063116197,0.0015220562],"category_scores_gemma":[0.00054072135,0.00022964898,0.00039909626,0.00022354678,0.00044709846,0.0003274666,0.0002627401,0.00024223537,0.00026937024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010301018,0.00006133212,0.0031953577,0.00008973763,0.000024882527,0.00021799892,0.00021452586,0.8991738,0.067253426,0.0024299845,0.00026567752,0.026970219],"study_design_scores_gemma":[0.0000021979718,0.000024521209,0.00095704175,0.000003318303,0.0000043723726,0.000020478667,0.000024042685,0.9956175,0.0029483824,0.00024818696,0.00014543801,0.0000045049023],"about_ca_topic_score_codex":0.0025789384,"about_ca_topic_score_gemma":0.0030596196,"teacher_disagreement_score":0.0025789384,"about_ca_system_score_codex":0.00019894795,"about_ca_system_score_gemma":0.00033769343,"threshold_uncertainty_score":0.0051277876},"labels":[],"label_agreement":null},{"id":"W2997904816","doi":"10.4271/2020-01-0004","title":"System Integration in Aircraft Environment - Hydraulic Performances through Coupled Simulations","year":2020,"lang":"en","type":"article","venue":"SAE International Journal of Advances and Current Practices in Mobility","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delastek (Canada)","funders":"","keywords":"Test bench; Hydraulic machinery; Joint (building); Engineering; Service (business); Class (philosophy); Aeronautics; Computer science; Systems engineering; Mechanical engineering; Civil engineering","score_opus":0.03014523142679655,"score_gpt":0.313103266969704,"score_spread":0.28295803554290744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997904816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3138784,0.00023370176,0.64597356,0.00024137653,0.00007485009,0.00029875376,0.0005528522,0.0024695634,0.03627694],"genre_scores_gemma":[0.9664488,0.00011513586,0.028744917,0.000030182944,0.000011838076,0.00018626013,0.00023266379,0.00018076863,0.004049516],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996425,0.00012293583,0.000015657673,0.000048433958,0.00012414982,0.000046363668],"domain_scores_gemma":[0.99945194,0.0003239113,0.000040953786,0.000051825067,0.000102121114,0.000029180834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005453255,0.0006587972,0.00078209833,0.0004578125,0.00053582137,0.0011988654,0.0007321987,0.0010197831,0.0032474971],"category_scores_gemma":[0.0015370592,0.00044644155,0.00073010806,0.00040986412,0.000848455,0.0009435716,0.0012532431,0.00071363244,0.0004110697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002038528,0.000017357332,0.0002959185,0.00001680951,0.000010527593,0.000019427873,0.000032624677,0.99606043,0.0010025736,0.00090977194,0.000047803438,0.0015663749],"study_design_scores_gemma":[0.00000571011,0.000011768111,0.00008752122,0.0000021202072,0.0000026017437,0.0000021625483,0.000005643903,0.9990245,0.0003624797,0.00027706986,0.00021563002,0.0000028659601],"about_ca_topic_score_codex":0.017276488,"about_ca_topic_score_gemma":0.008997712,"teacher_disagreement_score":0.017276488,"about_ca_system_score_codex":0.00075745926,"about_ca_system_score_gemma":0.0011916482,"threshold_uncertainty_score":0.034351885},"labels":[],"label_agreement":null},{"id":"W2999274013","doi":"10.1115/gt2020-14882","title":"Comparative Study of Blades Reduced Order Models With Geometrical Nonlinearities and Contact Interfaces","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Fonds De La Recherche Scientifique - FNRS","keywords":"Finite element method; Robustness (evolution); Scalar (mathematics); Reduction (mathematics); Model order reduction; Casing; Degrees of freedom (physics and chemistry); Control theory (sociology); Computer science; Structural engineering; Engineering; Mechanical engineering; Mathematics; Algorithm; Geometry; Physics; Artificial intelligence","score_opus":0.07189994805551779,"score_gpt":0.2808318868320677,"score_spread":0.20893193877654992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999274013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5024288,0.00042442002,0.48558742,0.0002290201,0.00007936597,0.00013941653,0.00030020537,0.0010445347,0.009766812],"genre_scores_gemma":[0.96407914,0.00019349412,0.031306863,0.000031733973,0.000023633815,0.00010634137,0.0002450555,0.00014248435,0.0038711508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977714,0.00008378877,0.000010058695,0.000021600115,0.00008747863,0.000020043153],"domain_scores_gemma":[0.9987192,0.0007131686,0.00012610479,0.00019160991,0.00020131665,0.00004861068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005034644,0.0005823794,0.0009469548,0.0006085621,0.0002529062,0.0008117534,0.00083072117,0.0009543202,0.001723572],"category_scores_gemma":[0.0018963496,0.0003178298,0.0009433986,0.0002877827,0.0004783205,0.00049341074,0.00034956605,0.0006376171,0.00046796727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036492012,0.000052283365,0.00052299496,0.00004742176,0.000016774844,0.000048450962,0.00005314831,0.98981,0.0027136675,0.0017870691,0.00011895537,0.004792668],"study_design_scores_gemma":[0.0000019767274,0.000015142608,0.00007337038,0.0000013061459,0.0000018564058,0.000003773113,0.0000037549385,0.9993457,0.0002859084,0.00017071914,0.00009440729,0.0000020183095],"about_ca_topic_score_codex":0.007229159,"about_ca_topic_score_gemma":0.0042484943,"teacher_disagreement_score":0.007229159,"about_ca_system_score_codex":0.00037896217,"about_ca_system_score_gemma":0.00061612186,"threshold_uncertainty_score":0.014374137},"labels":[],"label_agreement":null},{"id":"W2999377224","doi":"10.1109/sensors43011.2019.8956559","title":"Sensing Concept for Practical Performance-Monitoring of Centrifugal Pumps","year":2019,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Impeller; Centrifugal pump; Instrumentation (computer programming); Volute; Accelerometer; Vibration; Mechanical engineering; Pressure sensor; Temperature measurement; Computer science; Pressure measurement; Engineering; Acoustics; Control engineering; Automotive engineering","score_opus":0.018271067930117582,"score_gpt":0.25429412336003365,"score_spread":0.23602305542991608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999377224","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04068857,0.002469385,0.9502717,0.0006157516,0.00040974186,0.00023330809,0.00014141462,0.000759569,0.0044105523],"genre_scores_gemma":[0.5846078,0.002048484,0.40863803,0.0004854948,0.00035465296,0.0003557553,0.00010746163,0.000041979525,0.0033603627],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999041,0.00017545688,0.000042911783,0.0002018857,0.0004945646,0.000044162367],"domain_scores_gemma":[0.99949634,0.00016469574,0.00007241883,0.00004458222,0.00019768106,0.000024211116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007888768,0.00080040307,0.00047060137,0.00045643034,0.00030322018,0.0007435983,0.0012875004,0.00083849055,0.0009437851],"category_scores_gemma":[0.0011438929,0.00036223783,0.00024472908,0.00033985492,0.00082963624,0.0012733774,0.0005769314,0.00076406583,0.00030616747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012431515,0.000072653595,0.0005163798,0.0004367607,0.000018215735,0.00013804281,0.00022437779,0.004226334,0.89032686,0.025787026,0.0014329848,0.07669607],"study_design_scores_gemma":[0.000040861356,0.0010421302,0.0022482742,0.00008943089,0.000052323016,0.0011098317,0.00011069644,0.11308041,0.8372606,0.0076030362,0.037213847,0.0001485118],"about_ca_topic_score_codex":0.0002455656,"about_ca_topic_score_gemma":0.00020697826,"teacher_disagreement_score":0.0012875004,"about_ca_system_score_codex":0.00052439864,"about_ca_system_score_gemma":0.00044026366,"threshold_uncertainty_score":0.0041720867},"labels":[],"label_agreement":null},{"id":"W2999722249","doi":"10.1139/tcsme-2019-0173","title":"Development of a trajectory planning algorithm for a 4-DoF rockbreaker based on hydraulic flow rate limits","year":2020,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Trajectory; Control theory (sociology); Decoupling (probability); Parameterized complexity; Motion planning; Computer science; Trajectory optimization; Path (computing); Nonlinear system; Point (geometry); Mathematical optimization; Mathematics; Algorithm; Control engineering; Engineering; Optimal control; Robot; Artificial intelligence; Physics","score_opus":0.022448543400483825,"score_gpt":0.20586638039429564,"score_spread":0.1834178369938118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999722249","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025982447,0.000023047682,0.99600536,0.000020442652,0.000008775731,0.00003681808,0.000029959107,0.00045994634,0.00081742584],"genre_scores_gemma":[0.14884785,0.00010584128,0.84777516,0.000023172413,0.000010293735,0.00023464365,0.0002644255,0.00016454495,0.0025741248],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998323,0.000024174717,0.00000953582,0.000052815078,0.000057260124,0.000023909164],"domain_scores_gemma":[0.99970716,0.0001225023,0.00003956624,0.000024398614,0.000085436506,0.00002092137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037631884,0.00080970925,0.00059731485,0.00041377696,0.00062370417,0.00057707465,0.000974312,0.0008271793,0.0051320973],"category_scores_gemma":[0.00079479674,0.00047501497,0.0005790548,0.00034477052,0.00038722594,0.00060843216,0.0007108803,0.0009844552,0.00092336704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059002712,0.0000261524,0.00041457597,0.00009653508,0.000022041355,0.00009597109,0.00010244178,0.87714326,0.0064515816,0.009104685,0.0011939936,0.10528978],"study_design_scores_gemma":[0.000010004802,0.000024845127,0.00006189578,0.000007938542,0.000003808111,0.000019665868,0.00001488627,0.99537885,0.0014837047,0.0014277804,0.0015608431,0.000005749029],"about_ca_topic_score_codex":0.010690772,"about_ca_topic_score_gemma":0.010022721,"teacher_disagreement_score":0.010690772,"about_ca_system_score_codex":0.00069813186,"about_ca_system_score_gemma":0.0020878979,"threshold_uncertainty_score":0.021257102},"labels":[],"label_agreement":null},{"id":"W3000440942","doi":"10.1016/j.mechmachtheory.2019.103752","title":"Stage-by-phase multivariable combination control for centralized and distributed drive modes switching of electric vehicles","year":2020,"lang":"en","type":"article","venue":"Mechanism and Machine Theory","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Control theory (sociology); Coupling (piping); Multivariable calculus; Observer (physics); Shock (circulatory); Controller (irrigation); Process (computing); Actuator; Torque; Engineering; Phase (matter); Control engineering; Position (finance); Switching time; Computer science; Control (management); Electrical engineering; Physics","score_opus":0.009056255001211476,"score_gpt":0.218080926728007,"score_spread":0.2090246717267955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000440942","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.122771986,0.00023983548,0.8680984,0.00012015693,0.0001444169,0.00006442108,0.000034348537,0.0003483657,0.008178008],"genre_scores_gemma":[0.9914118,0.000031522846,0.0073345476,0.000015969366,0.000019110916,0.000021216709,0.000015524933,0.000008378381,0.0011418556],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997415,0.00006497256,0.000013253852,0.000053882846,0.00008652947,0.000039932427],"domain_scores_gemma":[0.9998141,0.000061802755,0.00003196368,0.000021018323,0.000059307276,0.000011836357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040269745,0.00035890116,0.00046262873,0.0002023782,0.00045885978,0.0005847,0.0006286294,0.00021648852,0.0020249796],"category_scores_gemma":[0.0004093075,0.00019888084,0.00027961907,0.00023748942,0.0002989726,0.0003540782,0.00046341278,0.00045324987,0.00014029726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001106287,0.00041323848,0.0013547023,0.00036543963,0.00013641943,0.00014319298,0.00031786313,0.48486704,0.086045705,0.019423386,0.002743331,0.40308335],"study_design_scores_gemma":[0.000048013444,0.0005485492,0.0012897928,0.000008075146,0.000030022615,0.00004069578,0.000023259028,0.98589677,0.006991367,0.0033034047,0.0018071255,0.000012942611],"about_ca_topic_score_codex":0.001026722,"about_ca_topic_score_gemma":0.0025959539,"teacher_disagreement_score":0.0020249796,"about_ca_system_score_codex":0.00026185406,"about_ca_system_score_gemma":0.0003377005,"threshold_uncertainty_score":0.0067742467},"labels":[],"label_agreement":null},{"id":"W3005598613","doi":"10.1002/eng2.12117","title":"Experimental evaluation of the fatigue life of hydraulic gate cast iron rollers","year":2020,"lang":"en","type":"article","venue":"Engineering Reports","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Structural engineering; Stiffness; Engineering; Girder; Heavy load; Path (computing); Mechanical engineering; Automotive engineering; Computer science","score_opus":0.03383983701615656,"score_gpt":0.23698239501069243,"score_spread":0.20314255799453587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005598613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758446,0.000113791204,0.0013885477,0.000009060593,0.000017043363,0.00003550333,0.00011610095,0.000040519524,0.0006950566],"genre_scores_gemma":[0.9978502,0.000049305097,0.00071790436,0.000008637866,0.000003339223,0.000018448654,0.00010798399,0.000007762519,0.0012365347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996265,0.000044061246,0.000027583264,0.00007026378,0.00015162103,0.000080086655],"domain_scores_gemma":[0.9984092,0.00045652466,0.00017175612,0.00019879948,0.000673408,0.000090355774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005432123,0.0003689074,0.00020475588,0.0003922618,0.00029907154,0.00016383374,0.00046694197,0.00060550007,0.0045980127],"category_scores_gemma":[0.0013596779,0.00018660027,0.00022948481,0.00016983855,0.00030816937,0.00034274047,0.00017413904,0.00032908618,0.0005508302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016039023,0.0006353589,0.0024415704,0.00015838387,0.0000159298,0.00010106664,0.00023814022,0.001549803,0.9789049,0.00009939515,0.00020279277,0.014048801],"study_design_scores_gemma":[0.000100091755,0.021739837,0.02948482,0.00004001859,0.000055549233,0.00013224846,0.00031346089,0.009584931,0.93657464,0.00007979014,0.0018567401,0.000037822698],"about_ca_topic_score_codex":0.0011055376,"about_ca_topic_score_gemma":0.0019334974,"teacher_disagreement_score":0.0045980127,"about_ca_system_score_codex":0.00021162289,"about_ca_system_score_gemma":0.00014245372,"threshold_uncertainty_score":0.015381932},"labels":[],"label_agreement":null},{"id":"W3006318649","doi":"10.1115/1.4046336","title":"A Practical Approach for Designing Fault-Tolerant Position Controllers in Hydraulic Actuators: Methodology and Experimental Validation","year":2020,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Control theory (sociology); Hydraulic machinery; Leakage (economics); Control engineering; Controller (irrigation); Computer science; Engineering; Artificial intelligence; Control (management); Mechanical engineering","score_opus":0.07643345753899494,"score_gpt":0.286763171594215,"score_spread":0.21032971405522005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006318649","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15371065,0.00038380394,0.84048283,0.0001813814,0.00011921835,0.0006499372,0.00014236274,0.00089117844,0.0034386304],"genre_scores_gemma":[0.8837736,0.00015524545,0.11498756,0.00003433427,0.000009095012,0.00039517615,0.00006421702,0.00001361495,0.00056714116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991685,0.00019681388,0.00007176658,0.00010021992,0.00038924988,0.00007333994],"domain_scores_gemma":[0.9988852,0.00026041336,0.0001828376,0.00022956604,0.0004071098,0.000034956316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017607982,0.0006170133,0.00036105938,0.0004829715,0.00035489636,0.00044297578,0.0006724845,0.0008916019,0.0013096574],"category_scores_gemma":[0.0019499487,0.00015354322,0.00033154752,0.000260026,0.0006203218,0.00037673808,0.0004927816,0.0005397602,0.0001886679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004049001,0.00084026763,0.0024855942,0.0021309925,0.00009109274,0.00040007907,0.00058203615,0.19559483,0.6751568,0.011920929,0.0007973446,0.109595194],"study_design_scores_gemma":[0.00015439579,0.004002737,0.002883499,0.00013276687,0.000051060986,0.00020765311,0.00020803843,0.42804858,0.5544548,0.0021896863,0.007597182,0.000069665075],"about_ca_topic_score_codex":0.00082874304,"about_ca_topic_score_gemma":0.0005440644,"teacher_disagreement_score":0.0017607982,"about_ca_system_score_codex":0.00037016228,"about_ca_system_score_gemma":0.00063285395,"threshold_uncertainty_score":0.009312093},"labels":[],"label_agreement":null},{"id":"W3008141423","doi":"10.1016/j.mechatronics.2020.102344","title":"Position control of an electro-hydrostatic asymmetric actuator operating in all quadrants","year":2020,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Control theory (sociology); Quantitative feedback theory; Parametric statistics; Engineering; Rotary actuator; Controller (irrigation); Electro-hydraulic actuator; Hydrostatic equilibrium; Position (finance); Plant; Hydraulic cylinder; Control engineering; Computer science; Control system; Robust control; Mechanical engineering; Control (management); Mathematics; Electrical engineering; Physics","score_opus":0.013499655509230114,"score_gpt":0.2294698817242085,"score_spread":0.2159702262149784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008141423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88623697,0.00020772681,0.09661338,0.00021482437,0.0001092793,0.000025424499,0.000059730744,0.00019440608,0.016338266],"genre_scores_gemma":[0.9971283,0.000020286036,0.0013954028,0.0000072358166,0.0000035329115,0.0000028973213,0.0000054072957,0.000002214275,0.0014346414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993765,0.000007814053,0.000003280786,0.000011873458,0.000024123508,0.000015220834],"domain_scores_gemma":[0.999905,0.000021343885,0.00002098134,0.000009308905,0.00003107875,0.000012216072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009404782,0.00016739046,0.00016104535,0.00013641237,0.00024866642,0.00029773667,0.00030652466,0.00021709024,0.0014845373],"category_scores_gemma":[0.0001743321,0.000075141725,0.00007145839,0.00011358336,0.00020270169,0.00015469005,0.0003140892,0.00010787835,0.00016109756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009120644,0.0000729814,0.0013316657,0.00012213111,0.000017279111,0.0005136511,0.00020947774,0.05155286,0.87233436,0.0046948027,0.00060028536,0.0676384],"study_design_scores_gemma":[0.00009327332,0.0016457543,0.0077942293,0.000022839284,0.000026475089,0.00038753997,0.0001824203,0.8134429,0.16923715,0.0016472529,0.0054820534,0.000038041395],"about_ca_topic_score_codex":0.0008938799,"about_ca_topic_score_gemma":0.0013806387,"teacher_disagreement_score":0.0014845373,"about_ca_system_score_codex":0.00010883286,"about_ca_system_score_gemma":0.00017165564,"threshold_uncertainty_score":0.0049663186},"labels":[],"label_agreement":null},{"id":"W3010366364","doi":"10.11648/j.ajce.20200801.12","title":"Hybrid Simulation Framework for Multi-hazard Testing","year":2020,"lang":"en","type":"article","venue":"American Journal of Civil Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; University of Toronto; University of Patras","keywords":"Piping; Field (mathematics); Hazard; Benchmark (surveying); Engineering; Computer science; Reliability engineering; Cantilever; Systems engineering; Mechanical engineering; Structural engineering","score_opus":0.03488872320737441,"score_gpt":0.2579358951229797,"score_spread":0.2230471719156053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010366364","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028986626,0.00017668126,0.9920293,0.00010216295,0.000048351143,0.0000701491,0.00011128343,0.0007478965,0.0038154651],"genre_scores_gemma":[0.43059182,0.0008224713,0.55442196,0.00019735395,0.000115960436,0.0011970128,0.00073007774,0.00055529125,0.011368057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932396,0.00029137626,0.000038861323,0.00006492641,0.00022020638,0.00006072169],"domain_scores_gemma":[0.9992331,0.00043330793,0.000054438755,0.000077037104,0.00014813463,0.000053965578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012881119,0.0010601282,0.0009912419,0.00088884356,0.00048271098,0.0014235738,0.0023163478,0.0016149714,0.00679467],"category_scores_gemma":[0.0017574932,0.0006123167,0.0013863345,0.0005053012,0.0010013593,0.0009221828,0.0018348562,0.0013252634,0.0012155175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003752373,0.000026679556,0.00027904223,0.000054868593,0.00003808848,0.000062316794,0.000047414895,0.95200473,0.0011443933,0.038531262,0.00047625086,0.007297386],"study_design_scores_gemma":[0.000006235187,0.000008496991,0.000021223272,0.0000054670586,0.0000031748727,0.000008420598,0.0000048257575,0.993034,0.00017533713,0.0053463234,0.0013826219,0.00000385016],"about_ca_topic_score_codex":0.0065458477,"about_ca_topic_score_gemma":0.0040941974,"teacher_disagreement_score":0.00679467,"about_ca_system_score_codex":0.00092015095,"about_ca_system_score_gemma":0.0013421235,"threshold_uncertainty_score":0.02273041},"labels":[],"label_agreement":null},{"id":"W3014783232","doi":"10.21595/vp.2019.20715","title":"Hydraulic damping nonlinearity of a compact hydro-pneumatic suspension considering gas-oil emulsion","year":2020,"lang":"en","type":"article","venue":"Vibroengineering PROCEDIA","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Body orifice; Discharge coefficient; Materials science; Suspension (topology); Mechanics; Orifice plate; Nonlinear system; Emulsion; Range (aeronautics); Turbulence; Vibration; Composite material; Acoustics; Engineering; Mechanical engineering; Physics; Mathematics","score_opus":0.021429092552641603,"score_gpt":0.2156209599418867,"score_spread":0.1941918673892451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014783232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823679,0.00017934223,0.016203512,0.000034812634,0.0000103439725,0.0000071473232,0.00002309445,0.00006967784,0.0011042292],"genre_scores_gemma":[0.99891126,0.000038596165,0.00066295324,0.0000027195538,0.0000013983343,0.0000032643982,0.000012598929,0.0000023248313,0.0003648132],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990046,0.000009932526,0.000005573651,0.000023432807,0.000048863643,0.000011640417],"domain_scores_gemma":[0.99989355,0.00004333138,0.000031504744,0.000006643771,0.000018981473,0.000006057183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013303192,0.00017271313,0.00017067103,0.00016304938,0.000104036,0.0002118993,0.00019121003,0.00022897341,0.0006167555],"category_scores_gemma":[0.0002384255,0.00011567057,0.00020730117,0.00009328433,0.00023830505,0.00027369714,0.00021784019,0.00019553983,0.00010115771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012376263,0.0000368545,0.0016554755,0.000089764006,0.000011429291,0.00023993176,0.000075093536,0.033456128,0.95491636,0.00038564717,0.000064130705,0.0089454735],"study_design_scores_gemma":[0.000019111587,0.00061648607,0.010503757,0.000013302232,0.000023654842,0.00024130491,0.00008215195,0.6226198,0.36475194,0.00024981025,0.00085568056,0.000022954777],"about_ca_topic_score_codex":0.0005876634,"about_ca_topic_score_gemma":0.0006244375,"teacher_disagreement_score":0.0006167555,"about_ca_system_score_codex":0.0001578352,"about_ca_system_score_gemma":0.00012495506,"threshold_uncertainty_score":0.0020632744},"labels":[],"label_agreement":null},{"id":"W30192394","doi":"10.1111/acer.13881","title":"Síntesis y caracterización de nuevos ionómeros basados en poliestireno","year":2000,"lang":"es","type":"article","venue":"Revista de plásticos modernos: Ciencia y tecnología de polímeros","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Nutrition, Metabolism and Diabetes; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Alcohol Abuse and Alcoholism; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Materials science","score_opus":0.006818051489835063,"score_gpt":0.23073939804934024,"score_spread":0.22392134655950519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30192394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992121,0.0046386067,0.00086910825,0.00012621192,0.00005509948,0.000015333922,0.00026366932,0.000048246762,0.0018627358],"genre_scores_gemma":[0.98926044,0.0039194254,0.0021443174,0.000078660145,0.000032615215,0.00002385477,0.000424795,0.000052426094,0.0040635127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997981,0.00003212952,0.000010045532,0.00006501126,0.00004056767,0.00005425035],"domain_scores_gemma":[0.99963033,0.0000599835,0.00011346993,0.000027794777,0.000111802925,0.00005670497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034620162,0.0006215578,0.00045468568,0.0009372664,0.00036653402,0.001067528,0.0002952641,0.00056365866,0.0041897236],"category_scores_gemma":[0.00054224516,0.00031252403,0.00052919285,0.00050632795,0.00040300048,0.0005675685,0.00034680613,0.00046585093,0.00082372595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003517386,0.00018845723,0.030256798,0.00038939502,0.00013107066,0.0005124687,0.00051581656,0.00025513244,0.9183202,0.00043667105,0.000339445,0.045137294],"study_design_scores_gemma":[0.000111353394,0.0016649725,0.256389,0.00022884544,0.0005974332,0.0023839532,0.0025816932,0.0041166376,0.70367295,0.0012507758,0.02689208,0.00011043469],"about_ca_topic_score_codex":0.002402356,"about_ca_topic_score_gemma":0.002275691,"teacher_disagreement_score":0.0041897236,"about_ca_system_score_codex":0.000275418,"about_ca_system_score_gemma":0.00026186704,"threshold_uncertainty_score":0.014016032},"labels":[],"label_agreement":null},{"id":"W3024255645","doi":"10.22215/etd/2013-10178","title":"Dynamics control approaches to improve vibratory environment of the helicopter aircrew","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Aircrew; Aeronautics; Dynamics (music); Control (management); Engineering; Operations research; Computer science; Physics; Artificial intelligence; Acoustics","score_opus":0.012097592078756587,"score_gpt":0.16600208162838134,"score_spread":0.15390448954962477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024255645","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07495167,0.00068184454,0.90885615,0.0003357315,0.00015239326,0.000059102942,0.00003341518,0.0004445271,0.014485113],"genre_scores_gemma":[0.96096087,0.00041532842,0.028933376,0.00006961299,0.000046733898,0.00006360011,0.000048766036,0.00004330175,0.009418458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991083,0.000015859223,0.0000041290764,0.000022488795,0.00003054264,0.000016120128],"domain_scores_gemma":[0.99991035,0.000022298078,0.000014788647,0.0000071683926,0.000034137847,0.0000113428505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013930506,0.00049921375,0.0003279524,0.00028756357,0.00039237697,0.00067835406,0.00037921968,0.0003279549,0.0035893738],"category_scores_gemma":[0.0003267132,0.0001619048,0.00022584057,0.00012818775,0.00024700974,0.00042504826,0.00066867465,0.0003979812,0.00042438006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003048782,0.00025562424,0.0013453062,0.0002902885,0.00007095066,0.00020281626,0.0004090294,0.42733368,0.23379792,0.015895903,0.0030710606,0.31702256],"study_design_scores_gemma":[0.00003733629,0.0002878596,0.0011684356,0.000022713843,0.000022935934,0.000034845383,0.000110347806,0.9794997,0.011596092,0.0021205419,0.0050855326,0.000013658707],"about_ca_topic_score_codex":0.0031624325,"about_ca_topic_score_gemma":0.0036094016,"teacher_disagreement_score":0.0035893738,"about_ca_system_score_codex":0.0002640034,"about_ca_system_score_gemma":0.00034175706,"threshold_uncertainty_score":0.012007594},"labels":[],"label_agreement":null},{"id":"W3027199671","doi":"10.1016/j.mechatronics.2020.102363","title":"High precision position control of electro-hydrostatic actuators in the presence of parametric uncertainties and uncertain nonlinearities","year":2020,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Fundamental Research Funds for Central Universities of the Central South University; Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Actuator; Parametric statistics; Robust control; Engineering; Leakage (economics); Limit cycle; Integrator; Fluid power; Servomechanism; Control system; Control engineering; Limit (mathematics); Computer science; Mathematics","score_opus":0.009748377473866804,"score_gpt":0.21125446808785234,"score_spread":0.20150609061398553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027199671","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4402451,0.0010243125,0.54500353,0.00030246223,0.00016280063,0.000040376108,0.000046975867,0.00021380789,0.012960664],"genre_scores_gemma":[0.99658453,0.00005802601,0.0022051744,0.0000073084416,0.0000083591685,0.0000061132723,0.0000055483797,0.0000029101789,0.0011220752],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998155,0.00003032404,0.000008004677,0.000036598572,0.00008579566,0.000023751863],"domain_scores_gemma":[0.9997315,0.00013051943,0.000056582245,0.000020309493,0.000049592054,0.000011537819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032069886,0.00037083495,0.00034399042,0.00014366464,0.0002938907,0.00063925475,0.00033831585,0.00036414978,0.00062359485],"category_scores_gemma":[0.00079511025,0.0002344499,0.0001052592,0.00019355319,0.0004941344,0.00041903148,0.0005823622,0.00034485056,0.000094295494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005443636,0.000056645138,0.0005498417,0.00028272942,0.00004427882,0.00035677192,0.00025674817,0.82679415,0.09759452,0.009445634,0.0005822298,0.063492104],"study_design_scores_gemma":[0.000020497775,0.00020027788,0.00095058436,0.000007753738,0.0000070384544,0.000037660895,0.000021259017,0.98938376,0.0075002857,0.001325857,0.00053619733,0.000008803431],"about_ca_topic_score_codex":0.0023896499,"about_ca_topic_score_gemma":0.0030309053,"teacher_disagreement_score":0.0023896499,"about_ca_system_score_codex":0.00019665253,"about_ca_system_score_gemma":0.0003105261,"threshold_uncertainty_score":0.0047515035},"labels":[],"label_agreement":null},{"id":"W3033229009","doi":"10.1007/s11071-020-05714-3","title":"Design and experimental modeling of a compact hydro-pneumatic suspension strut","year":2020,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Mechanics; Polytropic process; Body orifice; Displacement (psychology); Nonlinear system; Suspension (topology); Piston (optics); Materials science; Viscoelasticity; Hysteresis; Engineering; Physics; Mechanical engineering","score_opus":0.02837267727335835,"score_gpt":0.23869916452005746,"score_spread":0.2103264872466991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033229009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68592614,0.00020926894,0.29531014,0.00028943465,0.0001263875,0.00031638984,0.0006990669,0.0021506958,0.014972454],"genre_scores_gemma":[0.9847734,0.00003976321,0.012170037,0.000012224574,0.000004465254,0.00010124959,0.00014775134,0.000025100617,0.0027260159],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978846,0.00003638141,0.000012415439,0.00004579818,0.000091512324,0.000025440475],"domain_scores_gemma":[0.99972516,0.00007127766,0.00005136298,0.000052508654,0.00007212701,0.000027599855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033434198,0.0004846929,0.0004610812,0.00029354604,0.0004955005,0.00056607556,0.0011054828,0.0010913523,0.0044812015],"category_scores_gemma":[0.00035438346,0.0002867961,0.0003712249,0.00017680583,0.00041399928,0.000525366,0.0003862221,0.00033313263,0.0007143442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006042267,0.00032225164,0.0016320705,0.00038062915,0.000046301102,0.00033674538,0.0001721642,0.7703892,0.19482718,0.004887094,0.000741905,0.025660142],"study_design_scores_gemma":[0.000059568174,0.00060656836,0.0015095362,0.000011282939,0.00001914105,0.000039855575,0.00003594033,0.96212256,0.03339331,0.00028204685,0.0019038346,0.000016366072],"about_ca_topic_score_codex":0.0019762875,"about_ca_topic_score_gemma":0.0014127358,"teacher_disagreement_score":0.0044812015,"about_ca_system_score_codex":0.0004493435,"about_ca_system_score_gemma":0.00076287595,"threshold_uncertainty_score":0.014991105},"labels":[],"label_agreement":null},{"id":"W3034799262","doi":"","title":"Operation Recording Unit for Quarter-turn Valves","year":2020,"lang":"en","type":"article","venue":"配管技術","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unit (ring theory); Turn (biochemistry); History; Mathematics; Physics","score_opus":0.03744751674462287,"score_gpt":0.2341402044825065,"score_spread":0.19669268773788362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034799262","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3310686,0.0020766773,0.5363839,0.0009340147,0.0019258664,0.0009930813,0.0031354795,0.05820954,0.06527282],"genre_scores_gemma":[0.8340487,0.00043725737,0.0816232,0.0005068469,0.00046012655,0.00027717798,0.0024272082,0.001048556,0.07917107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925834,0.000067343935,0.00004657657,0.00019101091,0.00035163687,0.00008510442],"domain_scores_gemma":[0.9986858,0.0002690353,0.00008678666,0.00027161904,0.0005258742,0.00016097068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040864863,0.0007772723,0.0007556313,0.0011507587,0.0011946486,0.0010982545,0.0018413224,0.00051968667,0.03286371],"category_scores_gemma":[0.00084447983,0.00038648283,0.0002147159,0.0006250541,0.00035685647,0.0010667773,0.00065032084,0.0006911492,0.0076222634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00280414,0.00039728856,0.0055812923,0.00063016056,0.000040774787,0.0006865951,0.0010753801,0.001208109,0.462256,0.0048210914,0.05165417,0.46884486],"study_design_scores_gemma":[0.00022046517,0.0026451885,0.018467529,0.000115806746,0.0001557573,0.0027936695,0.0004519206,0.042284146,0.793615,0.0012972647,0.13772376,0.00022957961],"about_ca_topic_score_codex":0.0017652065,"about_ca_topic_score_gemma":0.0014457832,"teacher_disagreement_score":0.03286371,"about_ca_system_score_codex":0.0005504243,"about_ca_system_score_gemma":0.001077901,"threshold_uncertainty_score":0.10994005},"labels":[],"label_agreement":null},{"id":"W3035192072","doi":"10.1061/(asce)hy.1943-7900.0001786","title":"Experimental Investigation of Archimedes Screw Pump","year":2020,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Inlet; Rotational speed; Rotation (mathematics); Screw pump; Volumetric flow rate; Scaling; Mechanics; Centrifugal pump; Structural basin; Water flow; Flow (mathematics); Environmental science; Geotechnical engineering; Geology; Mechanical engineering; Impeller; Engineering; Mathematics; Physics; Geometry","score_opus":0.017909996654892048,"score_gpt":0.20620291196633425,"score_spread":0.1882929153114422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035192072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914738,0.00020554451,0.00652767,0.000040946677,0.000035144603,0.000118822616,0.0003897372,0.0001379675,0.0010705281],"genre_scores_gemma":[0.9835735,0.0004803248,0.013246809,0.00003654545,0.000013893,0.00016452098,0.00038677515,0.000028723014,0.0020690365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989471,0.00008622225,0.00012923634,0.00023389676,0.0004805765,0.00012299402],"domain_scores_gemma":[0.9988782,0.00031572967,0.00013584856,0.000113820504,0.00049612834,0.000060380647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009567682,0.0004886064,0.0006499884,0.00047516014,0.0005963871,0.00056582683,0.00079292554,0.0007276034,0.0027075165],"category_scores_gemma":[0.0016841888,0.00028344445,0.00034831208,0.0006459191,0.0006697117,0.0006564075,0.000458825,0.0006007602,0.00045342205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010834956,0.0006768526,0.005123658,0.0005901598,0.000027247,0.00020624793,0.0003916702,0.0042839167,0.9652756,0.00092345534,0.0004899876,0.020927766],"study_design_scores_gemma":[0.00009512865,0.0044310503,0.009220224,0.000034965982,0.000048596274,0.00012502671,0.00023052121,0.008038476,0.9716879,0.00019664774,0.005843355,0.000048167673],"about_ca_topic_score_codex":0.0014650486,"about_ca_topic_score_gemma":0.0020138428,"teacher_disagreement_score":0.0027075165,"about_ca_system_score_codex":0.0005056414,"about_ca_system_score_gemma":0.0009504529,"threshold_uncertainty_score":0.009057522},"labels":[],"label_agreement":null},{"id":"W3036030529","doi":"10.18280/jesa.530206","title":"Simulation Analysis of a Self-balancing Hydraulic Platform for Agricultural Machinery in Mountainous Regions","year":2020,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Agricultural machinery; Computer science; Environmental science; Hydrology (agriculture); Agricultural engineering; Engineering; Geotechnical engineering; Geography; Archaeology","score_opus":0.02308643067578667,"score_gpt":0.25183809619447706,"score_spread":0.2287516655186904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036030529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91529876,0.0001534087,0.071565084,0.00013957995,0.000038324826,0.00007644806,0.00021644185,0.0004917916,0.012020237],"genre_scores_gemma":[0.99592763,0.00006456293,0.002703495,0.000006183231,0.0000014740289,0.00003142384,0.00005803014,0.0000075740836,0.0011996899],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999887,0.000024868556,0.0000064551477,0.0000146398115,0.000032745324,0.000034303914],"domain_scores_gemma":[0.99982846,0.00005607202,0.000033259803,0.000017063305,0.00004504723,0.000020043875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024921706,0.00037772092,0.00034142847,0.00048009973,0.0005613174,0.00048634558,0.0005143255,0.0006956576,0.0022617618],"category_scores_gemma":[0.00035367775,0.00022156189,0.0005301714,0.00027139517,0.00041034614,0.00040301526,0.00050953764,0.0002244874,0.00020102621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006971568,0.000025051755,0.002631775,0.00006812891,0.000012815835,0.00031566093,0.00012106574,0.9867041,0.005458925,0.0008455754,0.00018513654,0.0035620907],"study_design_scores_gemma":[0.000012378541,0.0000784796,0.0011023814,0.000005388294,0.000008880457,0.000017848659,0.000074561656,0.9971252,0.0010711218,0.00014817824,0.00034921258,0.0000063561592],"about_ca_topic_score_codex":0.013192346,"about_ca_topic_score_gemma":0.006769367,"teacher_disagreement_score":0.013192346,"about_ca_system_score_codex":0.00034665523,"about_ca_system_score_gemma":0.0006320992,"threshold_uncertainty_score":0.02623111},"labels":[],"label_agreement":null},{"id":"W3037878489","doi":"10.2316/j.2020.201-0106","title":"STATE-FEEDBACK-BASED FRACTIONAL-ORDER CONTROL APPROXIMATION FOR A ROTARY FLEXIBLE JOINT SYSTEM","year":2020,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Joint (building); Feedback control; State (computer science); Order (exchange); Control (management); Computer science; Mathematics; Applied mathematics; Control engineering; Engineering; Artificial intelligence; Algorithm; Structural engineering; Economics","score_opus":0.012442950888289435,"score_gpt":0.1909250365802779,"score_spread":0.17848208569198848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037878489","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062559456,0.0009022056,0.92406344,0.0004771604,0.00020827662,0.000035818222,0.00006791856,0.00023273568,0.011452915],"genre_scores_gemma":[0.97522384,0.00033895954,0.019568387,0.000059838698,0.00003523131,0.000041640385,0.000040018058,0.000018557223,0.0046736174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983656,0.0000415971,0.000007438742,0.000029256613,0.00006203514,0.000023197736],"domain_scores_gemma":[0.99965096,0.00017740665,0.00004399711,0.000025830774,0.00008914673,0.000012739227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437922,0.0005308211,0.00081372785,0.00025183018,0.0005805201,0.0009555389,0.0005841979,0.0011678475,0.0018701409],"category_scores_gemma":[0.0011622062,0.00022251923,0.0004960116,0.00034786624,0.00078660535,0.0004897586,0.00051001384,0.0009114888,0.00018920889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009134804,0.000035838788,0.00021259909,0.00012374026,0.000026782665,0.00011004469,0.00013946657,0.9648637,0.0055448445,0.015062543,0.0005065792,0.013282484],"study_design_scores_gemma":[0.0000035574626,0.0000114978975,0.000036427515,0.0000029959353,0.0000034159261,0.0000054605766,0.0000036772628,0.9990602,0.00017877405,0.0005560954,0.00013510889,0.0000027421183],"about_ca_topic_score_codex":0.017371017,"about_ca_topic_score_gemma":0.010222183,"teacher_disagreement_score":0.017371017,"about_ca_system_score_codex":0.0008699599,"about_ca_system_score_gemma":0.00073682686,"threshold_uncertainty_score":0.03453982},"labels":[],"label_agreement":null},{"id":"W3040681560","doi":"10.3390/math8071084","title":"Parameter Identification in Nonlinear Mechanical Systems with Noisy Partial State Measurement Using PID-Controller Penalty Functions","year":2020,"lang":"en","type":"article","venue":"Mathematics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Control theory (sociology); PID controller; Particle swarm optimization; Nonlinear system; Robustness (evolution); System identification; Penalty method; Computer science; Mathematical optimization; Mathematics; Engineering; Control engineering; Data modeling","score_opus":0.0603119507447401,"score_gpt":0.22980566093335136,"score_spread":0.16949371018861126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040681560","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018559787,0.00009459908,0.9804757,0.000060757542,0.000009773587,0.00001583233,0.000010218142,0.00016986266,0.0006034949],"genre_scores_gemma":[0.82175547,0.00013039554,0.17607197,0.000042500862,0.000015017231,0.00010086175,0.00006180719,0.000070774906,0.0017512138],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962676,0.00012346389,0.000021983353,0.00008439032,0.00011876034,0.000024606503],"domain_scores_gemma":[0.9990676,0.00059121504,0.00013478377,0.000086351,0.00010226893,0.000017700266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011237379,0.0007879884,0.00067958154,0.00040514427,0.00030006914,0.0006343603,0.0006197359,0.0007573539,0.0006034948],"category_scores_gemma":[0.0030644203,0.00046081166,0.0003942395,0.00036875837,0.00090859964,0.0007803571,0.0006946794,0.0008256977,0.00015258433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004903613,0.000023115916,0.00049647863,0.000055489705,0.000023033394,0.00004052279,0.00003495579,0.9652434,0.0041896477,0.002551114,0.00013129773,0.02716186],"study_design_scores_gemma":[0.0000019134206,0.000005863008,0.0000841055,0.0000019354993,0.0000013484237,0.0000038481685,0.0000015375429,0.99876726,0.0006522945,0.00040398983,0.0000735462,0.000002360883],"about_ca_topic_score_codex":0.0032500206,"about_ca_topic_score_gemma":0.0028869952,"teacher_disagreement_score":0.0032500206,"about_ca_system_score_codex":0.00047378027,"about_ca_system_score_gemma":0.0007349783,"threshold_uncertainty_score":0.0064622164},"labels":[],"label_agreement":null},{"id":"W3041526731","doi":"10.22059/jcamech.2020.298391.485","title":"Simulation-based Vibration Sensor Placement for Centrifugal Pump Impeller Fault Detection","year":2020,"lang":"en","type":"article","venue":"Applied and Computational Mechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Casing; Volute; Impeller; Centrifugal pump; Vibration; Accelerometer; Fault (geology); Acceleration; Acoustics; Actuator; Fault detection and isolation; Specific speed; Materials science; Engineering; Structural engineering; Mechanics; Mechanical engineering; Computer science; Geology; Physics; Electrical engineering","score_opus":0.014700396531927727,"score_gpt":0.21404509890773585,"score_spread":0.19934470237580812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041526731","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02855297,0.00007970016,0.9690242,0.00005674806,0.000025970527,0.00005054873,0.000028775747,0.0011618915,0.0010192469],"genre_scores_gemma":[0.74281085,0.00008903601,0.25586587,0.000034942066,0.000011069171,0.00011859512,0.000069992086,0.00010119177,0.0008984801],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973685,0.00007778669,0.000016614073,0.00004108757,0.000095112744,0.000032609343],"domain_scores_gemma":[0.99920315,0.0003381561,0.00015177493,0.00006997441,0.00019017555,0.000046776884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040600527,0.00083197997,0.0008332422,0.0007116595,0.0003752688,0.0005293639,0.0007534605,0.00080545974,0.001729383],"category_scores_gemma":[0.0018474619,0.00063332636,0.00041170677,0.00030081303,0.00034515976,0.00041292093,0.0005979095,0.00049149065,0.00031346877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009259235,0.000037503607,0.0009760997,0.000044782337,0.000023776893,0.00006739643,0.000044465083,0.965345,0.009220944,0.0006212324,0.0002176895,0.023308527],"study_design_scores_gemma":[0.0000061765395,0.00001629404,0.000098164855,0.000002926028,0.0000032258647,0.000009702365,0.00000627693,0.9980836,0.0014978455,0.00013048397,0.000142086,0.0000033085548],"about_ca_topic_score_codex":0.006060244,"about_ca_topic_score_gemma":0.0059580323,"teacher_disagreement_score":0.006060244,"about_ca_system_score_codex":0.00054456247,"about_ca_system_score_gemma":0.0011375535,"threshold_uncertainty_score":0.012049913},"labels":[],"label_agreement":null},{"id":"W3045196812","doi":"10.3390/act9030058","title":"A Critical Analysis of Flow-Compensated Hydrostatic Single Rod Actuators: Simulation Study","year":2020,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Hydraulic cylinder; Electronic circuit; Cylinder; Hydrostatic equilibrium; Hydraulic circuit; Control theory (sociology); Flow (mathematics); Engineering; Mechanical engineering; Computer science; Mechanics; Control engineering; Electrical engineering; Physics; Control (management)","score_opus":0.02894455146800237,"score_gpt":0.2688923621542308,"score_spread":0.23994781068622842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045196812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165618,0.0005910369,0.038950544,0.00069782976,0.00006372057,0.000113761576,0.000461309,0.00030624893,0.042253833],"genre_scores_gemma":[0.9950262,0.00010347689,0.0024226645,0.000037289858,0.0000041509857,0.000039932416,0.000048819154,0.000018409219,0.0022990096],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990904,0.0000144533105,0.0000042700485,0.00001035098,0.000029966011,0.000031896037],"domain_scores_gemma":[0.99924695,0.00045938202,0.00010027234,0.000041296043,0.000108866916,0.000043187923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031245762,0.0002957501,0.0004912548,0.00045215723,0.0005188329,0.00062809075,0.00056979543,0.0011853594,0.003654542],"category_scores_gemma":[0.0013189123,0.00018311254,0.00051971665,0.00027019667,0.0007504706,0.000384632,0.00037334012,0.0005316918,0.00018182662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079479156,0.00005214842,0.0011178112,0.00008993938,0.000014139003,0.00015952454,0.0000922021,0.9867121,0.005157645,0.004466721,0.00035075593,0.0017074733],"study_design_scores_gemma":[0.000007171903,0.00002690163,0.00024523278,0.000006139282,0.000003970799,0.000008427067,0.000020689315,0.99870133,0.0005248678,0.00023571348,0.00021588513,0.0000035862815],"about_ca_topic_score_codex":0.011664649,"about_ca_topic_score_gemma":0.0060735107,"teacher_disagreement_score":0.011664649,"about_ca_system_score_codex":0.00064487685,"about_ca_system_score_gemma":0.00068357436,"threshold_uncertainty_score":0.023193538},"labels":[],"label_agreement":null},{"id":"W3045413515","doi":"10.1007/s00158-020-02679-0","title":"Analysis and optimization for generated axial force of a drive-shaft system with interval uncertainty","year":2020,"lang":"en","type":"article","venue":"Structural and Multidisciplinary Optimization","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Torque; Monte Carlo method; Interval (graph theory); Interval arithmetic; Uncertainty quantification; Upper and lower bounds; Computer science; Mathematics; Physics; Mathematical analysis; Statistics","score_opus":0.01016152056381606,"score_gpt":0.22314406040873278,"score_spread":0.21298253984491672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045413515","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13930766,0.00091860455,0.83062387,0.00077094254,0.000096463446,0.000121394594,0.0002463419,0.00019652341,0.027718158],"genre_scores_gemma":[0.9807179,0.00022262006,0.013628571,0.00004252763,0.000031187763,0.00009570953,0.000083976156,0.000069562135,0.005107793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996152,0.0001294468,0.000013429672,0.000059923925,0.00012612276,0.000055873516],"domain_scores_gemma":[0.9990921,0.0006197782,0.00009323206,0.000023483812,0.00014035434,0.00003104111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011399459,0.0009273677,0.0011950617,0.0008044242,0.0006277652,0.0012528396,0.0006992316,0.0017039648,0.0029796555],"category_scores_gemma":[0.0021824713,0.00073011086,0.0009376831,0.0005537999,0.00093733106,0.0008011749,0.00095359754,0.0008116965,0.00019317854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014724809,0.0000086313075,0.00011899698,0.0000267532,0.000011439773,0.000031447125,0.000013967146,0.99589795,0.00031906803,0.0020560883,0.000110270325,0.0013906148],"study_design_scores_gemma":[0.0000019408355,0.0000081013195,0.00009129948,0.00000198527,0.00000299382,0.0000036178617,0.000005213757,0.999275,0.00007369181,0.00047665212,0.000057408048,0.0000021074725],"about_ca_topic_score_codex":0.011219787,"about_ca_topic_score_gemma":0.00599484,"teacher_disagreement_score":0.011219787,"about_ca_system_score_codex":0.001239303,"about_ca_system_score_gemma":0.0012783982,"threshold_uncertainty_score":0.022309005},"labels":[],"label_agreement":null},{"id":"W3046298176","doi":"10.3389/fbuil.2020.00107","title":"NHERI Lehigh Experimental Facility With Large-Scale Multi-Directional Hybrid Simulation Testing Capabilities","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; San Francisco State University; Tongji University; Lehigh University; National Science Foundation","keywords":"Testbed; Engineering; Damper; Structural engineering; Natural hazard; Civil engineering; Aerospace engineering; Geology","score_opus":0.02238682290726393,"score_gpt":0.20623373776608855,"score_spread":0.18384691485882462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046298176","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19626136,0.0004434528,0.5172092,0.0021910602,0.0013670013,0.002042386,0.03666376,0.06397636,0.17984547],"genre_scores_gemma":[0.7057568,0.00030325845,0.21800098,0.00039043982,0.000115132585,0.0027438314,0.034674298,0.00423835,0.03377704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896955,0.00013748162,0.000028314442,0.00015853491,0.0005488351,0.00015719008],"domain_scores_gemma":[0.9981857,0.0004620156,0.00008603494,0.0004947764,0.00049908843,0.00027245874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246171,0.00068950345,0.0005382398,0.00050084665,0.00094084215,0.00085423974,0.0017444214,0.0005472802,0.03582808],"category_scores_gemma":[0.001923288,0.00040367467,0.00050857617,0.00044085394,0.00075375603,0.0013063729,0.0022160502,0.0017461095,0.005550525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043553323,0.0019921986,0.02597488,0.00079972786,0.00021279928,0.0013147106,0.0007573903,0.19161956,0.20570177,0.06471377,0.361916,0.14064184],"study_design_scores_gemma":[0.0012206453,0.0018592763,0.0073930323,0.00010921349,0.00007690888,0.00027275697,0.00031146908,0.62735724,0.0858859,0.01075705,0.2645395,0.0002169922],"about_ca_topic_score_codex":0.006141499,"about_ca_topic_score_gemma":0.012114113,"teacher_disagreement_score":0.03582808,"about_ca_system_score_codex":0.0009675776,"about_ca_system_score_gemma":0.0019877846,"threshold_uncertainty_score":0.119856894},"labels":[],"label_agreement":null},{"id":"W3047064154","doi":"10.1177/0036850420938555","title":"Numerical calculation for coupling vibration system by Piecewise-Laplace method","year":2020,"lang":"en","type":"article","venue":"Science Progress","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China","keywords":"Laplace transform; Piecewise; Computation; Transformation (genetics); Mathematics; Applied mathematics; Time domain; Numerical analysis; Laplace transform applied to differential equations; Laplace's equation; Mathematical optimization; Algorithm; Control theory (sociology); Mathematical analysis; Computer science; Partial differential equation; Artificial intelligence","score_opus":0.017690206285160087,"score_gpt":0.2801369471432389,"score_spread":0.2624467408580788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047064154","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008207639,0.00014621207,0.98803735,0.000057597794,0.00003432424,0.000023078865,0.00002135684,0.00029134811,0.003181107],"genre_scores_gemma":[0.5626032,0.0008355588,0.4263768,0.000073247014,0.00006946413,0.00017350544,0.00012177959,0.00022444944,0.009522014],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998005,0.00004068047,0.000011893656,0.000028050563,0.000099583216,0.00001922966],"domain_scores_gemma":[0.99969804,0.00011333701,0.000028764924,0.000027744938,0.000118573815,0.000013601952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568854,0.0003506035,0.0003347991,0.00046685166,0.0003910754,0.00044203512,0.00066198036,0.0005216634,0.004580982],"category_scores_gemma":[0.0010092735,0.00022628589,0.00043279998,0.00041699864,0.0003505096,0.0007524485,0.00051192864,0.0006367202,0.0006945712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011895114,0.00005767316,0.002309503,0.0005953777,0.0000357696,0.00044756095,0.0005344928,0.7056891,0.053591784,0.06716956,0.003011245,0.16643897],"study_design_scores_gemma":[0.00000932744,0.00002236052,0.00012518134,0.0000102840095,0.000005029963,0.00006354914,0.000028320203,0.9919457,0.002657018,0.002853922,0.0022735968,0.0000057911693],"about_ca_topic_score_codex":0.0026378063,"about_ca_topic_score_gemma":0.0014685079,"teacher_disagreement_score":0.004580982,"about_ca_system_score_codex":0.00028999217,"about_ca_system_score_gemma":0.0006006426,"threshold_uncertainty_score":0.015324891},"labels":[],"label_agreement":null},{"id":"W3085736147","doi":"10.3390/act9030086","title":"Optimal Force Allocation and Position Control of Hybrid Pneumatic–Electric Linear Actuators","year":2020,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Actuator; Pneumatic actuator; Model predictive control; Benchmark (surveying); Control engineering; Controller (irrigation); Computer science; Position (finance); Tracking error; Engineering; Control (management); Artificial intelligence","score_opus":0.006818937364607922,"score_gpt":0.19390005894800544,"score_spread":0.1870811215833975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085736147","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1007336,0.00048606822,0.8916281,0.00018254897,0.00005181398,0.000058634483,0.000031283507,0.0003339798,0.006494057],"genre_scores_gemma":[0.9789331,0.00011351511,0.019151827,0.000023297374,0.000011084614,0.000043149295,0.000016182252,0.000010791984,0.0016970212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997793,0.000047390487,0.000010675951,0.000049820213,0.0000742875,0.000038485818],"domain_scores_gemma":[0.999595,0.00019747915,0.00009365907,0.000024723779,0.00006935701,0.000019798668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051643373,0.00056566024,0.00044466427,0.00020669051,0.00028762963,0.0006644024,0.00046073302,0.0004489851,0.0007682838],"category_scores_gemma":[0.00071372086,0.00033830662,0.00028624485,0.00018475902,0.0005610815,0.00035259657,0.0005792064,0.0005098457,0.00013887945],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010468263,0.000048047837,0.0002094159,0.00007575736,0.000019439742,0.000052407173,0.000049084774,0.95902294,0.010361936,0.0032096722,0.0002943815,0.0265522],"study_design_scores_gemma":[0.000010172729,0.000044455883,0.000118627846,0.0000023309726,0.0000031194954,0.000003849896,0.0000052335367,0.9977253,0.0014910296,0.00039497841,0.00019775164,0.0000031914933],"about_ca_topic_score_codex":0.0056229047,"about_ca_topic_score_gemma":0.003988558,"teacher_disagreement_score":0.0056229047,"about_ca_system_score_codex":0.00049887126,"about_ca_system_score_gemma":0.0007493715,"threshold_uncertainty_score":0.011180341},"labels":[],"label_agreement":null},{"id":"W3088987101","doi":"10.1139/tcsme-2020-0105","title":"Prediction of oil film thickness in trochoidal pump","year":2020,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Lubrication; Reynolds equation; Oil pump; Materials science; Mechanics; Coupling (piping); Reliability (semiconductor); Process (computing); Control theory (sociology); Mechanical engineering; Engineering; Composite material; Computer science; Thermodynamics; Physics; Reynolds number; Control (management)","score_opus":0.01680310175710134,"score_gpt":0.18330948595601745,"score_spread":0.1665063841989161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088987101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8917775,0.00026938718,0.10577439,0.00008183393,0.000015657799,0.00003835135,0.00014501048,0.00028865685,0.001609143],"genre_scores_gemma":[0.9944301,0.00012124386,0.0049338588,0.000004847345,0.000001209595,0.000013303218,0.000041993924,0.000011096413,0.00044239772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998654,0.000017007638,0.0000076411925,0.00003624568,0.000041577525,0.00003212261],"domain_scores_gemma":[0.9997043,0.00015714568,0.000050004346,0.00002078088,0.00005273368,0.000014999573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024451356,0.00038655027,0.0004526773,0.00044390195,0.00027301456,0.0005918835,0.00048594773,0.00094069325,0.00048777362],"category_scores_gemma":[0.0009642113,0.00040166802,0.0005013914,0.0002584454,0.00029375125,0.00061830046,0.0003079133,0.00043518833,0.00018482457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014667411,0.00010812884,0.013137486,0.000102761485,0.000017162378,0.00025469976,0.000104719744,0.88765156,0.07786838,0.0007479199,0.00022219015,0.01963833],"study_design_scores_gemma":[0.0000027058004,0.000033313623,0.0013454151,0.0000025862548,0.0000031666973,0.000014362184,0.00001103687,0.99167824,0.0067761918,0.00005686435,0.00007083217,0.0000053356875],"about_ca_topic_score_codex":0.012404989,"about_ca_topic_score_gemma":0.007505677,"teacher_disagreement_score":0.012404989,"about_ca_system_score_codex":0.00060115027,"about_ca_system_score_gemma":0.0007260339,"threshold_uncertainty_score":0.024665534},"labels":[],"label_agreement":null},{"id":"W3089067537","doi":"10.3389/fbuil.2020.560672","title":"Real-Time Aeroelastic Hybrid Simulation of a Base-Pivoting Building Model in a Wind Tunnel","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Aeroelasticity; Wind tunnel; Structural engineering; Engineering; Actuator; Stiffness; Vibration; Building model; Aerodynamics; Control theory (sociology); Simulation; Computer science; Acoustics; Aerospace engineering","score_opus":0.013236676651047675,"score_gpt":0.19666425964740644,"score_spread":0.18342758299635878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089067537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195631,0.00006883918,0.07163459,0.000095149306,0.000040485644,0.00009407828,0.00038590617,0.0005074093,0.0076103914],"genre_scores_gemma":[0.9870472,0.000046494788,0.011265048,0.000013283682,0.0000030627589,0.000080619146,0.00019207847,0.000022896704,0.0013292865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998958,0.00002648914,0.0000063452667,0.0000141580895,0.000035339184,0.000021920596],"domain_scores_gemma":[0.9997836,0.000096144744,0.000025795007,0.000023485949,0.000046240868,0.00002482575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025348485,0.00047928374,0.00043388887,0.00026258983,0.0002715639,0.0004592593,0.0005779477,0.00068830233,0.0019038608],"category_scores_gemma":[0.0004177325,0.00019060478,0.00046367524,0.00023718957,0.0003735226,0.0002708784,0.00041962048,0.00040579808,0.00014435632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006743486,0.000042024196,0.0010260994,0.00002706045,0.000009908913,0.000070489994,0.000037212452,0.9918772,0.0048239185,0.000494417,0.00008809695,0.0014361403],"study_design_scores_gemma":[0.000008920128,0.00003568106,0.00025151888,0.0000018757273,0.0000021141525,0.000005779422,0.000013299637,0.9987305,0.0007881548,0.00005339892,0.00010556957,0.0000031095806],"about_ca_topic_score_codex":0.007993327,"about_ca_topic_score_gemma":0.0050912295,"teacher_disagreement_score":0.007993327,"about_ca_system_score_codex":0.0002508252,"about_ca_system_score_gemma":0.0005140469,"threshold_uncertainty_score":0.015893638},"labels":[],"label_agreement":null},{"id":"W3089597436","doi":"10.1109/ccta41146.2020.9206281","title":"Model Transformation for Enhanced Parameter Identification of Linear Dynamic Systems","year":2020,"lang":"en","type":"article","venue":"2020 IEEE Conference on Control Technology and Applications (CCTA)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Identification (biology); Control theory (sociology); Computer science; Estimation theory; System identification; Quantization (signal processing); Convergence (economics); Transformation (genetics); Noise (video); Algorithm; Mathematical optimization; Mathematics; Data modeling; Artificial intelligence; Control (management)","score_opus":0.018905295519154666,"score_gpt":0.2462692658391551,"score_spread":0.22736397032000044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089597436","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002846549,0.000046211295,0.995999,0.000024114988,0.000013542023,0.000015814845,0.00001722489,0.0004082543,0.0006293916],"genre_scores_gemma":[0.46704498,0.00029172088,0.52599055,0.00008152443,0.00004109091,0.00029664108,0.00040566025,0.0002514652,0.005596347],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953914,0.00016317998,0.00003109578,0.00008404761,0.00016049268,0.00002212039],"domain_scores_gemma":[0.99959594,0.00015482129,0.000047494403,0.00010545789,0.00009001214,0.0000062940835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053848454,0.00059662043,0.0005137696,0.00035396375,0.0002233035,0.00047602374,0.00043146446,0.0004726129,0.0031779774],"category_scores_gemma":[0.0017030783,0.00024111393,0.0005257299,0.00034599425,0.0003607496,0.00080074026,0.00073530443,0.0011344148,0.0012080589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016416039,0.00012136018,0.00055944425,0.00040108737,0.00006635374,0.00021044505,0.00028337684,0.6171058,0.091797754,0.036004983,0.0018578939,0.25142735],"study_design_scores_gemma":[0.000011175897,0.0000744783,0.00015626762,0.000009537752,0.0000071289155,0.00006668894,0.000014265128,0.9827436,0.00858212,0.0040790145,0.004246245,0.000009389891],"about_ca_topic_score_codex":0.001114462,"about_ca_topic_score_gemma":0.0010414544,"teacher_disagreement_score":0.0031779774,"about_ca_system_score_codex":0.00020952958,"about_ca_system_score_gemma":0.00045204733,"threshold_uncertainty_score":0.010631382},"labels":[],"label_agreement":null},{"id":"W3093610728","doi":"10.1007/s11771-020-4487-7","title":"Pressure performance improvement by dual-mode control in digital pump/motor","year":2020,"lang":"en","type":"article","venue":"Journal of Central South University","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hydraulic pump; Variable displacement pump; Hydraulic motor; Digital control; Engineering; TOPSIS; Axial piston pump; Control theory (sociology); Hydraulic machinery; Variable (mathematics); Displacement (psychology); Process (computing); Automotive engineering; Control engineering; Computer science; Control (management); Mechanical engineering; Electronic engineering; Mathematics","score_opus":0.004147457987371652,"score_gpt":0.14927071324202074,"score_spread":0.1451232552546491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093610728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.946336,0.00040706928,0.046988595,0.00011613396,0.000086037246,0.000022105804,0.000045122164,0.00051161746,0.0054872683],"genre_scores_gemma":[0.99624217,0.000048980262,0.0023815,0.00001084532,0.000008377394,0.0000055763444,0.00001536958,0.000009194871,0.0012780263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976677,0.000029267238,0.000019191655,0.00006307181,0.00008103278,0.000040625167],"domain_scores_gemma":[0.99970645,0.00008481824,0.000033733664,0.000032761836,0.00011753273,0.000024689258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024258438,0.0002533387,0.0003009685,0.0002665981,0.00037915897,0.00056672393,0.00038609875,0.00026067658,0.0026255497],"category_scores_gemma":[0.0004195861,0.00014512188,0.00015104885,0.0001983899,0.00016946164,0.00037498306,0.00036145406,0.00021115648,0.00028769628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033100373,0.000454759,0.0053122537,0.00045920664,0.000047166246,0.00016400676,0.0002894762,0.009624451,0.78931236,0.0011108923,0.0009396813,0.18897586],"study_design_scores_gemma":[0.00025768462,0.003998441,0.035588462,0.000036627916,0.00017214268,0.0004595,0.00022683051,0.34020418,0.6103225,0.000421439,0.00823903,0.00007312541],"about_ca_topic_score_codex":0.0011844311,"about_ca_topic_score_gemma":0.0010802781,"teacher_disagreement_score":0.0026255497,"about_ca_system_score_codex":0.00021142363,"about_ca_system_score_gemma":0.0002527929,"threshold_uncertainty_score":0.00878334},"labels":[],"label_agreement":null},{"id":"W3094082190","doi":"10.1115/fpmc2020-2771","title":"Development of a Physical Analog Excavator for Studies in Interactions Between Hydraulic Equipment and Human Operators","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Excavator; Computer science; Actuator; Simulation; Operator (biology); Hydraulic machinery; Control engineering; Engineering; Artificial intelligence; Mechanical engineering","score_opus":0.09833379832276122,"score_gpt":0.33806156535488585,"score_spread":0.23972776703212462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094082190","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15581337,0.00011472814,0.8313136,0.00023849476,0.00015918691,0.0011949219,0.0006303943,0.0035472582,0.0069879713],"genre_scores_gemma":[0.52395463,0.00014812348,0.46549508,0.00009663669,0.000023772987,0.0014305745,0.00048494234,0.00022594817,0.008140242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958736,0.00010298009,0.000023111521,0.00007935185,0.00017915877,0.000027961607],"domain_scores_gemma":[0.9990771,0.0002830179,0.00005166275,0.00032707586,0.00015782694,0.00010331018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073472166,0.0005648771,0.0005425618,0.00042549643,0.0003849431,0.00057289127,0.0017990856,0.0007941142,0.010731871],"category_scores_gemma":[0.0013637735,0.0003568939,0.0004539871,0.0002847451,0.0005495402,0.00073924067,0.001245985,0.00041242898,0.0016192826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009238882,0.0012781637,0.0089893835,0.0012291665,0.000087616696,0.0016044148,0.0012119209,0.09425757,0.6549016,0.009070176,0.005097069,0.22134912],"study_design_scores_gemma":[0.00081487326,0.007081018,0.01985872,0.00017591195,0.00017649114,0.0029150913,0.00085219124,0.5837867,0.26180637,0.0049438705,0.117365144,0.00022358177],"about_ca_topic_score_codex":0.00091853744,"about_ca_topic_score_gemma":0.0015102316,"teacher_disagreement_score":0.010731871,"about_ca_system_score_codex":0.0003163184,"about_ca_system_score_gemma":0.00084098073,"threshold_uncertainty_score":0.035901725},"labels":[],"label_agreement":null},{"id":"W3094275932","doi":"10.1115/fpmc2020-2747","title":"Fluid Property Effects on Power Consumption in a Hydraulic System at Low Temperatures","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Hydraulic machinery; Mechanics; Fluid power; Hydraulic fluid; Turbulence; Laminar flow; Torque; Environmental science; Hydraulic pump; Pressure drop; Control theory (sociology); Materials science; Engineering; Mechanical engineering; Thermodynamics; Computer science; Physics","score_opus":0.009943739950765265,"score_gpt":0.19390114842192407,"score_spread":0.18395740847115882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094275932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981018,0.00007507864,0.0014429266,0.000015118812,0.000006276828,0.000010859731,0.00007382329,0.00007781678,0.00019637945],"genre_scores_gemma":[0.99934727,0.000026331107,0.00037299076,0.0000042706133,9.296754e-7,0.0000061213455,0.000038454626,0.000010374014,0.00019328337],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995912,0.00007156683,0.000033579603,0.00006972376,0.0001620622,0.00007192509],"domain_scores_gemma":[0.99910873,0.00045419784,0.00013383006,0.00006945284,0.00020236609,0.000031368563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037759184,0.0003409846,0.0004732686,0.0003400041,0.00032820168,0.00048299244,0.0003774763,0.00027431917,0.0014799506],"category_scores_gemma":[0.0012492584,0.00021148934,0.00027534316,0.00030247902,0.0003266967,0.0004648888,0.00027589212,0.00027552148,0.00033493093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011244367,0.00017974453,0.007837402,0.00029544425,0.000036766014,0.00025187558,0.00035753901,0.016643703,0.9565601,0.00006767362,0.00018554312,0.016459825],"study_design_scores_gemma":[0.000026060776,0.0021668884,0.023694886,0.00001438919,0.000051347037,0.000119619406,0.00021495899,0.025455331,0.94731504,0.000039472976,0.0008684528,0.000033537104],"about_ca_topic_score_codex":0.0013560569,"about_ca_topic_score_gemma":0.0016050448,"teacher_disagreement_score":0.0014799506,"about_ca_system_score_codex":0.00043433765,"about_ca_system_score_gemma":0.00024429965,"threshold_uncertainty_score":0.0049509406},"labels":[],"label_agreement":null},{"id":"W3095628841","doi":"10.18280/jesa.530407","title":"Real Time Stabilization of Lipschitz Nonlinear Systems with Nonlinear Output","year":2020,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Lipschitz continuity; Nonlinear system; Linear matrix inequality; Mathematics; Stability (learning theory); Transformation (genetics); Constraint (computer-aided design); Computer science; Mathematical optimization; Control (management); Mathematical analysis","score_opus":0.01638821470505923,"score_gpt":0.21759935224179,"score_spread":0.20121113753673076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095628841","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040500052,0.00075687433,0.9507253,0.00011496514,0.000071937175,0.000030180847,0.000031397605,0.00051459327,0.007254759],"genre_scores_gemma":[0.9589114,0.0006115913,0.03373328,0.000044775305,0.00004108131,0.00008656402,0.000052104086,0.0000252755,0.0064940043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99991107,0.000019756315,0.0000058969454,0.000025483492,0.000027285409,0.0000105760955],"domain_scores_gemma":[0.9999379,0.000021343958,0.00001759954,0.00000585932,0.0000143933285,0.000002857326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886123,0.00043438736,0.00034940062,0.00014302591,0.00018734297,0.00035651508,0.00030166685,0.00031404072,0.0013978513],"category_scores_gemma":[0.00025127325,0.00009923445,0.00024601695,0.00013284392,0.00030495063,0.00025805144,0.00037310243,0.00027989483,0.00023360155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032456566,0.00003702061,0.0005452901,0.00074086146,0.000060026236,0.00058039627,0.00041050074,0.58044654,0.23429155,0.045681573,0.0020959398,0.13478574],"study_design_scores_gemma":[0.000018116309,0.00018692602,0.0002699614,0.000017284721,0.0000118591615,0.00007301687,0.00002421958,0.98027235,0.011856284,0.0028509432,0.0044071567,0.000011881507],"about_ca_topic_score_codex":0.0010062582,"about_ca_topic_score_gemma":0.0009279237,"teacher_disagreement_score":0.0013978513,"about_ca_system_score_codex":0.00024440847,"about_ca_system_score_gemma":0.00019390267,"threshold_uncertainty_score":0.0046762824},"labels":[],"label_agreement":null},{"id":"W3101724908","doi":"10.3390/iecat2020-08488","title":"A Low-Cost Miniature Electrohydrostatic Actuator","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Bandwidth (computing); Valve actuator; Electro-hydraulic actuator; Hydraulic machinery; Computer science; Engineering; Electrical engineering; Mechanical engineering; Telecommunications","score_opus":0.00873514719839531,"score_gpt":0.19364933263225015,"score_spread":0.18491418543385485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101724908","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28447926,0.009090336,0.65965176,0.0015158363,0.0011179795,0.00039612706,0.0008827725,0.0039655874,0.038900375],"genre_scores_gemma":[0.70418406,0.0022360669,0.25357127,0.0003719829,0.0002508216,0.00022154041,0.00047667354,0.00010061,0.038587026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998286,0.000007774052,0.0000056152535,0.000034787998,0.00011317693,0.000010036415],"domain_scores_gemma":[0.9999553,0.000010340646,0.000008811903,0.0000057190236,0.0000095832265,0.000010310985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009349183,0.00024894564,0.0002847926,0.00017157008,0.0002529566,0.00030483003,0.0005591798,0.00056255976,0.0020467443],"category_scores_gemma":[0.00011454453,0.00020648094,0.0001811203,0.00011795023,0.00019990365,0.00050278485,0.0003116674,0.00037005375,0.00091784325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024412768,0.00003045941,0.00010216485,0.00014908495,0.0000039849515,0.00007320433,0.000011733521,0.00063023384,0.966279,0.000976909,0.0010346505,0.030684074],"study_design_scores_gemma":[0.00004377353,0.00055008003,0.002936429,0.000023133978,0.000023905006,0.0015091747,0.000022216307,0.029542003,0.8611465,0.00045774126,0.103689425,0.000055682456],"about_ca_topic_score_codex":0.00018365512,"about_ca_topic_score_gemma":0.0003681047,"teacher_disagreement_score":0.0020467443,"about_ca_system_score_codex":0.00013965312,"about_ca_system_score_gemma":0.00022630917,"threshold_uncertainty_score":0.006847024},"labels":[],"label_agreement":null},{"id":"W3107350975","doi":"10.1109/ccece47787.2020.9255683","title":"Tracking Control of Force, Position, and Contour for an Excavator with Co-simulation","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excavator; Position (finance); Tracking (education); Computer science; Position tracking; Control (management); Computer vision; Artificial intelligence; Engineering; Mechanical engineering; Psychology","score_opus":0.02052622262954641,"score_gpt":0.2442693954036884,"score_spread":0.223743172774142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107350975","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12580293,0.00009920593,0.8689448,0.000084753745,0.000040734227,0.000045305704,0.000018269007,0.0004953969,0.0044686035],"genre_scores_gemma":[0.9773615,0.00003813142,0.020785786,0.000008653596,0.0000052223827,0.00004817763,0.000012969863,0.000011681758,0.0017278044],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998405,0.000028983986,0.0000087846465,0.000029839797,0.00007099401,0.000020796917],"domain_scores_gemma":[0.9997168,0.00010546069,0.000043790034,0.00003780979,0.000077661716,0.00001850897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028419288,0.00031104495,0.0003402126,0.00023886374,0.00034627705,0.00049694907,0.0004903159,0.0006456625,0.0012308706],"category_scores_gemma":[0.0007228619,0.00017450989,0.00023897743,0.00017089053,0.00032897136,0.0003490918,0.000664371,0.000301792,0.00019246299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024541435,0.0000711328,0.0014780336,0.00010663969,0.000023532617,0.00018208903,0.00016535337,0.8999975,0.040724732,0.002885963,0.0002946818,0.053824976],"study_design_scores_gemma":[0.000008119408,0.000036944504,0.00020079454,0.000002105495,0.0000039162333,0.000014008931,0.0000056303747,0.99664414,0.00257732,0.0001085555,0.00039519605,0.000003207412],"about_ca_topic_score_codex":0.003864417,"about_ca_topic_score_gemma":0.0030966718,"teacher_disagreement_score":0.003864417,"about_ca_system_score_codex":0.0002071757,"about_ca_system_score_gemma":0.00045434665,"threshold_uncertainty_score":0.0076838136},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); 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","score_opus":0.007880522772816617,"score_gpt":0.18696021341339236,"score_spread":0.17907969064057574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108315014","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045579143,0.002074904,0.9420974,0.00038005607,0.00018221278,0.0000436241,0.000034654517,0.0004403899,0.009167536],"genre_scores_gemma":[0.94925195,0.0009941059,0.041225947,0.00012531976,0.00009146939,0.000108450346,0.000051188177,0.000013610577,0.00813797],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998259,0.00003373744,0.00001052557,0.000055359138,0.00005287582,0.00002157992],"domain_scores_gemma":[0.99988437,0.000038579125,0.000020413174,0.00000596809,0.00004597307,0.0000046868695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023525917,0.00037335616,0.0002452682,0.00016257341,0.00022492299,0.00041649092,0.0005144822,0.0007806397,0.0011508031],"category_scores_gemma":[0.00044904143,0.00013159701,0.0001952345,0.0002138327,0.0003296495,0.00039565927,0.00028175995,0.00045180158,0.00017104181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011422326,0.000046710764,0.0008100125,0.0001802394,0.000037487185,0.00030375095,0.00009117647,0.8765398,0.019406764,0.01129698,0.00091366586,0.090259105],"study_design_scores_gemma":[0.000005297532,0.00003410564,0.00020682695,0.000004782951,0.000005675763,0.000027613452,0.000004717235,0.99765503,0.0008029041,0.00061183714,0.0006359855,0.0000052169385],"about_ca_topic_score_codex":0.006655617,"about_ca_topic_score_gemma":0.0034725848,"teacher_disagreement_score":0.006655617,"about_ca_system_score_codex":0.0003988816,"about_ca_system_score_gemma":0.0003217821,"threshold_uncertainty_score":0.013233721},"labels":[],"label_agreement":null},{"id":"W3109528166","doi":"10.3390/act9040130","title":"A Low-Cost Miniature Electrohydrostatic Actuator System","year":2020,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Hydraulic machinery; Electro-hydraulic actuator; Valve actuator; Linear actuator; Power (physics); Range (aeronautics); Automotive engineering; Pneumatic actuator; Computer science; Rotary actuator; Electric power system; Engineering; Mechanical engineering; Electrical engineering; Physics","score_opus":0.007298286361231594,"score_gpt":0.1863730950666976,"score_spread":0.17907480870546602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109528166","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18631355,0.004086504,0.753536,0.0012880289,0.0010527499,0.00072909414,0.0012275307,0.014364322,0.03740228],"genre_scores_gemma":[0.70643854,0.0012580962,0.2553138,0.0004393688,0.00025479568,0.00046225495,0.0006363957,0.00021243995,0.034984246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995535,0.000028401273,0.000020873476,0.000093504896,0.00028703263,0.000016673366],"domain_scores_gemma":[0.9998642,0.000025359626,0.000023409932,0.000029571993,0.00003607851,0.000021316166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023924917,0.00034209443,0.0006526896,0.0002993508,0.00037665747,0.0005454898,0.0010146198,0.0008576072,0.0033856395],"category_scores_gemma":[0.00031001496,0.0002868519,0.00027762543,0.00022864464,0.00028433435,0.0007759106,0.00057142705,0.0005174391,0.0021752547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009330909,0.00014366426,0.0004504469,0.00044959976,0.000024616153,0.00024245208,0.00007817888,0.006341307,0.876997,0.0032352447,0.004478525,0.10746561],"study_design_scores_gemma":[0.0001331375,0.0018958555,0.0064289486,0.00006149553,0.000083979736,0.0026182511,0.00004339126,0.1310501,0.70332724,0.0013063494,0.15288964,0.00016158937],"about_ca_topic_score_codex":0.00026529885,"about_ca_topic_score_gemma":0.00028054378,"teacher_disagreement_score":0.0033856395,"about_ca_system_score_codex":0.00027584712,"about_ca_system_score_gemma":0.00035744108,"threshold_uncertainty_score":0.011326075},"labels":[],"label_agreement":null},{"id":"W3109596660","doi":"10.23919/iccas50221.2020.9268434","title":"Development of an Integrated Tracking Control Algorithm for Digging Operations of an Excavator","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excavator; Tracking (education); Digging; Controller (irrigation); Control engineering; Position (finance); Actuator; Computer science; Control theory (sociology); Multiphysics; Engineering; Control (management); Simulation; Artificial intelligence; Mechanical engineering","score_opus":0.02488300166118569,"score_gpt":0.24306054437540414,"score_spread":0.21817754271421846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109596660","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008992847,0.000055882152,0.98899406,0.000020360052,0.00002350783,0.000053991,0.000009231919,0.0004832951,0.0013668454],"genre_scores_gemma":[0.5864905,0.00017308861,0.40790066,0.000051522344,0.000026578398,0.00030391893,0.00008894132,0.00007510216,0.0048897373],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998518,0.000011422078,0.000011309329,0.000043659205,0.00006529966,0.000016459544],"domain_scores_gemma":[0.99980503,0.00003816866,0.00002286064,0.000013840037,0.000108422166,0.000011664465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034643174,0.00040499095,0.00043428203,0.00026272307,0.00033856282,0.0005857473,0.0007923201,0.00060667674,0.0016801354],"category_scores_gemma":[0.00048011844,0.0002652045,0.00025890386,0.00019110904,0.00021767805,0.00029777474,0.00037177227,0.0005215351,0.00037236622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020618206,0.00011975163,0.0010660666,0.0002286313,0.000055964614,0.00017285973,0.00019175514,0.4974242,0.08981958,0.0062156823,0.0014712356,0.4030282],"study_design_scores_gemma":[0.000019526526,0.00009401334,0.00024700598,0.000007964558,0.000010582504,0.000030167053,0.000008868454,0.9899665,0.007935184,0.0001897344,0.0014833049,0.000007133395],"about_ca_topic_score_codex":0.004936013,"about_ca_topic_score_gemma":0.0034832123,"teacher_disagreement_score":0.004936013,"about_ca_system_score_codex":0.00032554322,"about_ca_system_score_gemma":0.0008707407,"threshold_uncertainty_score":0.00981456},"labels":[],"label_agreement":null},{"id":"W3111452522","doi":"10.13052/ijfp1439-9776.2124","title":"Quantitative Feedback Theory Velocity Control of a Single-rod Pump-controlled Actuator Using a Novel Flow Compensation Circuit","year":2020,"lang":"en","type":"article","venue":"International Journal of Fluid Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Quantitative feedback theory; Control theory (sociology); Actuator; Compensation (psychology); Controller (irrigation); Parametric statistics; Plant; Hydraulic cylinder; Engineering; Sensitivity (control systems); Control engineering; Control system; Robust control; Computer science; Mechanical engineering; Mathematics; Control (management); Electronic engineering","score_opus":0.03813681538543693,"score_gpt":0.2549722693207575,"score_spread":0.21683545393532058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111452522","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06817365,0.000389608,0.9280323,0.00014684853,0.00009194149,0.00007216171,0.000034412427,0.0006190522,0.002440089],"genre_scores_gemma":[0.95454854,0.00013276134,0.04378382,0.00003785946,0.000022206881,0.00004629031,0.000015428226,0.000013669382,0.0013994622],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997948,0.000020805388,0.000012590052,0.00004253485,0.00011265719,0.000016677295],"domain_scores_gemma":[0.9998281,0.000053989625,0.00004916758,0.000013522788,0.000047106983,0.000008063952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029367002,0.00030412694,0.0002549544,0.00016549048,0.0002039811,0.00040082022,0.0006988028,0.00029324056,0.0008132008],"category_scores_gemma":[0.00033373313,0.00014732707,0.00018662358,0.000088955974,0.0003476617,0.0003506212,0.00022719517,0.00027945006,0.00011881641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024657074,0.00006389166,0.00043758343,0.00041905072,0.000029148421,0.00013994431,0.000079217,0.068722844,0.8042676,0.006352772,0.00052439346,0.11871704],"study_design_scores_gemma":[0.000105828534,0.0016555188,0.0014440456,0.000026743814,0.000041394225,0.00027802354,0.000020615587,0.7511628,0.23765692,0.0013102053,0.006252813,0.00004496644],"about_ca_topic_score_codex":0.0007177705,"about_ca_topic_score_gemma":0.0007897034,"teacher_disagreement_score":0.0008132008,"about_ca_system_score_codex":0.000286958,"about_ca_system_score_gemma":0.00034186427,"threshold_uncertainty_score":0.002720356},"labels":[],"label_agreement":null},{"id":"W3113145710","doi":"10.1007/978-3-030-52693-1_2","title":"Disturbance Observer-Based Force Estimation Without Force Sensors","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in industrial control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Software portability; Mechatronics; Computer science; Reliability (semiconductor); Disturbance (geology); Observer (physics); Control engineering; Simulation; Control theory (sociology); Engineering; Physics; Artificial intelligence; Power (physics); Control (management)","score_opus":0.025465204943794204,"score_gpt":0.2336080358023384,"score_spread":0.2081428308585442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113145710","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029376561,0.0005348513,0.9911056,0.0000423261,0.00019201521,0.000027466152,0.000045462526,0.0011014878,0.0040130033],"genre_scores_gemma":[0.60910517,0.0023145736,0.328023,0.00025232212,0.0002697535,0.0002349865,0.0010328733,0.00032609652,0.058441207],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999718,0.000026765307,0.000016295682,0.00006918994,0.0001476273,0.000022085558],"domain_scores_gemma":[0.9997367,0.00008931325,0.00003112427,0.00004448064,0.0000919619,0.0000063853013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002471433,0.0006717361,0.00074320583,0.0003866984,0.00019701738,0.0007436331,0.000829202,0.00063379377,0.0028152354],"category_scores_gemma":[0.00070965686,0.00034585161,0.00030506492,0.00035851696,0.00031553436,0.0007897425,0.0005076293,0.00095248845,0.0016699345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037114,0.00017276738,0.00067334867,0.0006231878,0.000099474106,0.0001809853,0.00014553538,0.12435705,0.100366995,0.009010861,0.010787603,0.7532111],"study_design_scores_gemma":[0.000032028467,0.00017255281,0.0012196071,0.00004550874,0.000033151595,0.00012642812,0.00001806045,0.9489407,0.032876246,0.0017008643,0.01480747,0.000027390175],"about_ca_topic_score_codex":0.003808208,"about_ca_topic_score_gemma":0.003732206,"teacher_disagreement_score":0.003808208,"about_ca_system_score_codex":0.00024821662,"about_ca_system_score_gemma":0.00037741585,"threshold_uncertainty_score":0.009417951},"labels":[],"label_agreement":null},{"id":"W3121058972","doi":"10.1088/0026-1394/42/1a/07005","title":"Final Report on Key Comparison CCM.P-K7 in the range 10 MPa to 100 MPa of hydraulic gauge pressure","year":2005,"lang":"en","type":"article","venue":"Metrologia","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Defense Advanced Research Projects Agency; Office of Naval Research; Alfred P. Sloan Foundation; National Science Foundation","keywords":"Piston (optics); Metrology; Equivalence (formal languages); Hydraulic pressure; Pressure measurement; Gauge (firearms); Range (aeronautics); Cylinder; Mechanics; Mechanical engineering; Mathematics; Environmental science; Physics; Materials science; Statistics; Engineering; Optics; Composite material","score_opus":0.03678064667587527,"score_gpt":0.27715496767817505,"score_spread":0.24037432100229977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121058972","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10243287,0.0033696375,0.023944033,0.007874838,0.0148638375,0.005085258,0.21692121,0.007114147,0.6183942],"genre_scores_gemma":[0.3753074,0.0017976945,0.02392329,0.0032393085,0.0014078974,0.0035363396,0.14583327,0.00438692,0.44056782],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9946439,0.0006553708,0.00022257863,0.0005993826,0.0032210774,0.0006577107],"domain_scores_gemma":[0.98709536,0.0011355518,0.00025986883,0.001543827,0.009371721,0.00059373304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050730044,0.0009073024,0.0013718755,0.0022854265,0.0025920984,0.002169347,0.002693152,0.0018413056,0.1515221],"category_scores_gemma":[0.008892827,0.0002825772,0.0011520424,0.0026703787,0.00059294107,0.0030672913,0.0020469304,0.001366166,0.058930643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0115883425,0.0008455716,0.009053341,0.0019066867,0.0001819367,0.0003766199,0.0004112236,0.0017232313,0.06989676,0.009903072,0.6990032,0.19511005],"study_design_scores_gemma":[0.0006336702,0.0023785136,0.056012146,0.00022008597,0.00022953407,0.00026642522,0.00089342304,0.0021790382,0.24545394,0.0053391205,0.68613297,0.0002611295],"about_ca_topic_score_codex":0.015924197,"about_ca_topic_score_gemma":0.014902835,"teacher_disagreement_score":0.1515221,"about_ca_system_score_codex":0.0033907064,"about_ca_system_score_gemma":0.003661015,"threshold_uncertainty_score":0.50689197},"labels":[],"label_agreement":null},{"id":"W3134584013","doi":"10.14288/1.0375776","title":"Design and characterization of an actuator test fixture for diesel fuel injectors","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Test fixture; Fixture; Automotive engineering; Diesel fuel; Injector; Engineering; Test (biology); Actuator; Computer science; Environmental science; Mechanical engineering; Electrical engineering","score_opus":0.006165038339663073,"score_gpt":0.15449095578923633,"score_spread":0.14832591744957324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134584013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5950509,0.00095218106,0.39563948,0.00033389797,0.00033851693,0.0016399063,0.0013347267,0.0024927678,0.0022176318],"genre_scores_gemma":[0.8742727,0.0003909504,0.12097741,0.0000572014,0.000028525097,0.00096656807,0.0006293856,0.00010520355,0.0025719798],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987552,0.00011523194,0.0001204586,0.00021542003,0.0006854553,0.0001082028],"domain_scores_gemma":[0.9980135,0.00038833966,0.0005978978,0.00032186534,0.0005430836,0.00013523894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015276457,0.0009818494,0.0006933986,0.0009660581,0.0004134036,0.0007864063,0.0023020501,0.0013766092,0.0016669171],"category_scores_gemma":[0.0026370084,0.00043884094,0.00083086407,0.0003041316,0.0005099256,0.0006850303,0.0006490156,0.00045827334,0.0005760616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042889235,0.00047431357,0.009354661,0.0013950879,0.000068154004,0.0009583326,0.00047818845,0.067565136,0.8572014,0.0022240672,0.0015020109,0.058349837],"study_design_scores_gemma":[0.00016237862,0.0060130884,0.011133353,0.00012737539,0.00012841348,0.0007525351,0.00020676092,0.17181458,0.79138243,0.00031432096,0.0178435,0.00012128587],"about_ca_topic_score_codex":0.0010177032,"about_ca_topic_score_gemma":0.0009480516,"teacher_disagreement_score":0.0023020501,"about_ca_system_score_codex":0.0008042986,"about_ca_system_score_gemma":0.0009409985,"threshold_uncertainty_score":0.008079112},"labels":[],"label_agreement":null},{"id":"W3143103955","doi":"10.1115/1.4050722","title":"Optimization-Driven Controller Design for a High-Performance Electro-Hydrostatic Asymmetric Actuator Operating in All Quadrants","year":2021,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Jerk; Actuator; Controller (irrigation); Computer science; Swing; Acceleration; Position (finance); Engineering; Control (management); Physics","score_opus":0.020592971516644597,"score_gpt":0.2189433479357288,"score_spread":0.1983503764190842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143103955","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088154405,0.00017475379,0.9044114,0.00012673781,0.00003727428,0.000101901,0.000035955236,0.00051567715,0.0064419974],"genre_scores_gemma":[0.9423638,0.00004921542,0.055959567,0.000025156825,0.000007871517,0.00007957421,0.000020209913,0.00002133884,0.0014732971],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998356,0.000023784165,0.000008304368,0.000032703727,0.000080396356,0.000019093279],"domain_scores_gemma":[0.999798,0.000049386268,0.000047918376,0.000014776356,0.000079229416,0.0000106315465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002593936,0.00044913474,0.00039455135,0.00018424288,0.00032935294,0.00049336295,0.00053981756,0.00043126135,0.0009814239],"category_scores_gemma":[0.000367833,0.0002449831,0.00020323388,0.00012762207,0.00027077406,0.0001872444,0.00028525945,0.00035247958,0.00023255574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026558829,0.00008461723,0.00060036633,0.00025475645,0.000050517716,0.00017795606,0.00013580002,0.6958408,0.2199855,0.003570255,0.000776641,0.07825722],"study_design_scores_gemma":[0.000020520474,0.00017148156,0.00040381786,0.000006116944,0.000008591603,0.000027048614,0.000009494241,0.9839624,0.014268505,0.00021804709,0.00089558185,0.000008461468],"about_ca_topic_score_codex":0.0022521045,"about_ca_topic_score_gemma":0.002765174,"teacher_disagreement_score":0.0022521045,"about_ca_system_score_codex":0.00031594886,"about_ca_system_score_gemma":0.0006255994,"threshold_uncertainty_score":0.0044779778},"labels":[],"label_agreement":null},{"id":"W3150124661","doi":"10.1109/isie.2006.296119","title":"Indirect Adaptive Control of an Electro-Hydraulic Servo System Based on Nonlinear Backstepping","year":2006,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Adaptive control; Controller (irrigation); Servomechanism; Hydraulic machinery; Tracking error; Servomotor; Control engineering; Computer science; Engineering; Physics; Control (management); Artificial intelligence","score_opus":0.006361944926928051,"score_gpt":0.1861286204640838,"score_spread":0.17976667553715575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150124661","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10801831,0.00029748378,0.88402313,0.00010830377,0.00010392562,0.00009014897,0.000019915256,0.0005014434,0.0068373526],"genre_scores_gemma":[0.9635739,0.00017205658,0.03163575,0.000048066497,0.00002071358,0.000095559924,0.0000228563,0.000011359711,0.004419879],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982834,0.00003245149,0.000011085188,0.00003272199,0.00008034917,0.00001498612],"domain_scores_gemma":[0.99975735,0.000106900254,0.00003530761,0.000018137556,0.000068233,0.000013987162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002574037,0.00040424636,0.00028468645,0.00015318011,0.00015333823,0.00047490047,0.00043053494,0.00040672542,0.0011634605],"category_scores_gemma":[0.00066492555,0.00013245447,0.00020285655,0.00011641572,0.00044605293,0.00022816226,0.0004112949,0.00034652092,0.00019546213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006281065,0.00018219909,0.001441508,0.00060871494,0.00012036263,0.0005706499,0.0005386139,0.5615273,0.23470992,0.011386678,0.00087713357,0.1874088],"study_design_scores_gemma":[0.000049799924,0.0005174076,0.00062485115,0.000017571392,0.00002204846,0.00006787047,0.00001744077,0.9836663,0.012519354,0.0007401371,0.0017426366,0.000014567807],"about_ca_topic_score_codex":0.00197887,"about_ca_topic_score_gemma":0.0016487357,"teacher_disagreement_score":0.00197887,"about_ca_system_score_codex":0.00016754838,"about_ca_system_score_gemma":0.0002885737,"threshold_uncertainty_score":0.003934741},"labels":[],"label_agreement":null},{"id":"W3152636090","doi":"10.3390/act10040082","title":"Fatigue Analysis of Actuators with Teflon Impregnated Coating—Challenges in Numerical Simulation","year":2021,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Actuator; Finite element method; Mechanical engineering; Coating; Warranty; Computer science; Materials science; Structural engineering; Engineering; Composite material; Artificial intelligence","score_opus":0.03821704376677445,"score_gpt":0.2644273156194806,"score_spread":0.22621027185270612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152636090","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3201355,0.0017515125,0.66238403,0.00045597128,0.00007376577,0.00013751103,0.0003932383,0.0006239918,0.014044524],"genre_scores_gemma":[0.91843283,0.0007741088,0.07793953,0.00004273867,0.00001739363,0.00014733715,0.00014726678,0.00007063403,0.002428226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984026,0.000033855824,0.000013406589,0.00001988917,0.00007250602,0.000020143645],"domain_scores_gemma":[0.9995215,0.00024533796,0.00005161677,0.00005629062,0.00010927874,0.000015983023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048814857,0.00025837542,0.00035451443,0.00039026907,0.00021029514,0.00038912316,0.00057314715,0.0009986887,0.00083393406],"category_scores_gemma":[0.0014492908,0.00017241153,0.0004326086,0.00020064935,0.00038118122,0.00039115816,0.00021428191,0.00032677612,0.00018849832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031422627,0.000037958052,0.0014401237,0.00012504155,0.000010217616,0.000084768064,0.000097975564,0.95026785,0.031212647,0.0037431864,0.00023060836,0.012718109],"study_design_scores_gemma":[0.0000012195111,0.000013420887,0.00025449952,0.000007249041,0.0000010162718,0.000013733075,0.0000053854124,0.9980033,0.0011702658,0.00025431125,0.00027328407,0.0000022310621],"about_ca_topic_score_codex":0.0027568608,"about_ca_topic_score_gemma":0.0014937475,"teacher_disagreement_score":0.0027568608,"about_ca_system_score_codex":0.00028311196,"about_ca_system_score_gemma":0.0003453959,"threshold_uncertainty_score":0.0054816008},"labels":[],"label_agreement":null},{"id":"W3169075852","doi":"10.1088/1755-1315/774/1/012083","title":"A proposal for the dynamic strain interpolation on hydroelectric turbine runner","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Andritz (Canada); Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Interpolation (computer graphics); Kriging; Turbine; Hydroelectricity; Computer science; Range (aeronautics); Process (computing); Component (thermodynamics); Engineering; Mechanical engineering; Artificial intelligence; Aerospace engineering; Machine learning; Electrical engineering; Motion (physics)","score_opus":0.007381658287803918,"score_gpt":0.19393834149062794,"score_spread":0.18655668320282404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169075852","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009896176,0.000080239144,0.98930126,0.000042029817,0.000024817135,0.000023510063,0.000031306285,0.0002747912,0.00032589125],"genre_scores_gemma":[0.22009154,0.0003405408,0.77789617,0.000022490594,0.000042847874,0.00009071466,0.00017967449,0.00009772368,0.0012383083],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995252,0.000110535555,0.000027375207,0.00015560549,0.00014134828,0.000039917315],"domain_scores_gemma":[0.9994836,0.00015456227,0.00006282178,0.00008353442,0.00018681554,0.000028664641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010563029,0.00058306695,0.00070989534,0.0011890421,0.00039449098,0.00078916556,0.0014389313,0.0007379319,0.0016128063],"category_scores_gemma":[0.0018877283,0.00046026334,0.0008547299,0.0016073281,0.0004923074,0.0011280478,0.0006494778,0.000802597,0.0004055554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003161912,0.0002331003,0.005045585,0.00045333244,0.00007929806,0.00037473455,0.00038517767,0.4669195,0.06969078,0.01968184,0.0010652429,0.43575525],"study_design_scores_gemma":[0.000008466709,0.00007383511,0.00082985475,0.000014281313,0.000012931174,0.00005462326,0.000036752605,0.98722154,0.007778201,0.0017093881,0.0022323101,0.00002768056],"about_ca_topic_score_codex":0.003545437,"about_ca_topic_score_gemma":0.0026523368,"teacher_disagreement_score":0.003545437,"about_ca_system_score_codex":0.0003895175,"about_ca_system_score_gemma":0.0007323338,"threshold_uncertainty_score":0.00704962},"labels":[],"label_agreement":null},{"id":"W3172302076","doi":"10.1016/j.apacoust.2021.107968","title":"Design and experimental validation of a high level electropneumatic source","year":2021,"lang":"en","type":"article","venue":"Applied Acoustics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acoustics; Test bench; Total harmonic distortion; Duct (anatomy); Sound pressure; Distortion (music); Mach number; Engineering; Computer science; Mechanical engineering; Electronic engineering; Aerospace engineering; Physics; Electrical engineering","score_opus":0.01846412910565751,"score_gpt":0.2107588466764577,"score_spread":0.1922947175708002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172302076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45474446,0.00021783871,0.52510506,0.0006621665,0.00042143342,0.0027272603,0.0012206227,0.0035622956,0.011338858],"genre_scores_gemma":[0.8944415,0.00013828825,0.096227184,0.0001762112,0.000040136933,0.0013680281,0.00041519728,0.00014978417,0.007043714],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905545,0.00015689939,0.00005473755,0.00020191193,0.00044044352,0.000090524176],"domain_scores_gemma":[0.9987249,0.00029710028,0.00012358624,0.00018778416,0.00046867243,0.00019789935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009602458,0.0006672178,0.00046989182,0.00048977893,0.000629206,0.0008230128,0.0014831694,0.0013646187,0.0071261507],"category_scores_gemma":[0.0012452299,0.0004170189,0.0003832019,0.00018778829,0.0006709843,0.0006835401,0.0011960433,0.0006574625,0.001913314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018886989,0.0011698251,0.0051235515,0.0010231353,0.00011602926,0.0005204439,0.00045173848,0.019837487,0.9062148,0.0030647183,0.0017012458,0.058888443],"study_design_scores_gemma":[0.0010640513,0.015711492,0.015477495,0.00010536006,0.00024392347,0.0006592346,0.00027124106,0.09422546,0.83969706,0.0012090747,0.031194776,0.0001407713],"about_ca_topic_score_codex":0.0004857481,"about_ca_topic_score_gemma":0.00048107086,"teacher_disagreement_score":0.0071261507,"about_ca_system_score_codex":0.0004930708,"about_ca_system_score_gemma":0.0012734157,"threshold_uncertainty_score":0.023839355},"labels":[],"label_agreement":null},{"id":"W3173447544","doi":"10.2514/6.2012-4620","title":"Direct Fuzzy Adaptive Control of a Manipulator with Elastic Joints","year":2012,"lang":"en","type":"article","venue":"AIAA Guidance, Navigation, and Control Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Manipulator (device); Computer science; Control theory (sociology); Fuzzy control system; Adaptive control; Control (management); Fuzzy logic; Control engineering; Robot; Artificial intelligence; Engineering","score_opus":0.011750998678979776,"score_gpt":0.20166957328268134,"score_spread":0.18991857460370157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173447544","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26349226,0.0003034936,0.7279022,0.00017212532,0.00010198292,0.000059434336,0.000021686163,0.00030159508,0.007645201],"genre_scores_gemma":[0.98452574,0.0000705488,0.01318694,0.00002213378,0.000009297671,0.000034241733,0.000008724837,0.0000029994892,0.002139413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991417,0.000013160572,0.0000057686952,0.000023235429,0.000030969448,0.000012665769],"domain_scores_gemma":[0.99985206,0.00004873623,0.00003597761,0.000012213258,0.00004059192,0.000010303876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025452717,0.0003569174,0.00018964507,0.00015098217,0.00029845003,0.000350541,0.0004125204,0.00037922635,0.00061296136],"category_scores_gemma":[0.00047945054,0.00014563285,0.00021330427,0.00014954522,0.00042922545,0.00017246758,0.00033797443,0.00032588944,0.00008560407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018058087,0.000065960536,0.0005752229,0.0001276646,0.00003826802,0.0003548262,0.00022726053,0.8347703,0.071013495,0.0071491036,0.0005366757,0.084960565],"study_design_scores_gemma":[0.000018964807,0.00012044807,0.00030626685,0.0000046382534,0.000006987616,0.000024506007,0.000011495751,0.9954283,0.0030121068,0.0005387315,0.0005210554,0.000006452438],"about_ca_topic_score_codex":0.0063574105,"about_ca_topic_score_gemma":0.005577325,"teacher_disagreement_score":0.0063574105,"about_ca_system_score_codex":0.00027214733,"about_ca_system_score_gemma":0.00035574488,"threshold_uncertainty_score":0.012640774},"labels":[],"label_agreement":null},{"id":"W3175963456","doi":"10.1177/09596518211024878","title":"Investigation of suction flow characteristic in the inertance hydraulic converters for efficiency improvement","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Inertance; Suction; Control theory (sociology); Flow (mathematics); Mechanics; Engineering; Computer science; Mechanical engineering; Physics","score_opus":0.008485369832750623,"score_gpt":0.17860825620455525,"score_spread":0.17012288637180464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175963456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7721231,0.00080443855,0.2154743,0.00021315542,0.000078093995,0.00008876374,0.00012404265,0.0014327723,0.009661317],"genre_scores_gemma":[0.9946844,0.00008976698,0.004394673,0.000011825315,0.0000037984637,0.000011959106,0.000019358877,0.000016118387,0.0007681832],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996406,0.00005979529,0.000023432167,0.000059742168,0.00018312405,0.00003326497],"domain_scores_gemma":[0.99920315,0.0003972939,0.00008439865,0.00009351832,0.00020313993,0.000018463663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007067261,0.00029570554,0.000361538,0.00047401246,0.00023349978,0.00072732853,0.00058303284,0.00035203382,0.0013541211],"category_scores_gemma":[0.0012617824,0.00016659193,0.00028733473,0.00030882764,0.00052783726,0.00093747576,0.00020260738,0.0003850886,0.0002876757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094173674,0.00027209596,0.005933031,0.0006016708,0.00003537877,0.00045178237,0.00067485456,0.051567413,0.81474036,0.008079132,0.0008549881,0.115847625],"study_design_scores_gemma":[0.00003810734,0.0007357879,0.0052460027,0.0000343983,0.00003419238,0.0003341371,0.00014140041,0.35261518,0.6344127,0.001591703,0.0047725374,0.000043921686],"about_ca_topic_score_codex":0.0006688585,"about_ca_topic_score_gemma":0.000689716,"teacher_disagreement_score":0.0013541211,"about_ca_system_score_codex":0.00036755993,"about_ca_system_score_gemma":0.00035680307,"threshold_uncertainty_score":0.0045300126},"labels":[],"label_agreement":null},{"id":"W3177709504","doi":"10.3390/app11146366","title":"Development of Sensing Algorithms for Object Tracking and Predictive Safety Evaluation of Autonomous Excavators","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Excavator; Collision; Lidar; Computer science; Key (lock); Collision avoidance; Algorithm; Point cloud; Tracking (education); Real-time computing; Engineering; Simulation; Artificial intelligence; Civil engineering; Computer security; Remote sensing","score_opus":0.05022010757814936,"score_gpt":0.2821618940072328,"score_spread":0.23194178642908342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177709504","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008461724,0.00006672843,0.99077994,0.000018825262,0.000009609136,0.000032234726,0.000011010354,0.00025125954,0.0003686201],"genre_scores_gemma":[0.3086499,0.00022355927,0.68936384,0.00004399776,0.000025653047,0.00022793206,0.00013106126,0.00004845383,0.0012855816],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994942,0.00006404446,0.00003364616,0.00012179831,0.0002503526,0.000035960238],"domain_scores_gemma":[0.99901474,0.00033283816,0.00013901897,0.0000986489,0.00038547613,0.00002932286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007725106,0.00054961303,0.00053285545,0.00076906243,0.0002872597,0.0006497143,0.0011775043,0.0008466101,0.0006101755],"category_scores_gemma":[0.002263749,0.00032554197,0.00045177914,0.00042166028,0.00037730235,0.0008238017,0.00072340184,0.0006775338,0.00029012075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011596099,0.000100845835,0.0027665761,0.00010843256,0.00006386786,0.000088316614,0.00014869677,0.42599034,0.04133233,0.010134995,0.00093294773,0.51821667],"study_design_scores_gemma":[0.0000064727933,0.000057207766,0.0007074154,0.000009826693,0.000008181909,0.000043554544,0.000018600933,0.988049,0.008290021,0.0018029306,0.0009973065,0.000009567892],"about_ca_topic_score_codex":0.0015673558,"about_ca_topic_score_gemma":0.0010667945,"teacher_disagreement_score":0.0015673558,"about_ca_system_score_codex":0.0003902103,"about_ca_system_score_gemma":0.0010809262,"threshold_uncertainty_score":0.0040854216},"labels":[],"label_agreement":null},{"id":"W3177715248","doi":"10.1520/stp38283s","title":"Analysis of Common Failure Modes of Axial Piston Pumps","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Piston (optics); Piston pump; Materials science; Mechanical engineering; Mechanics; Engineering; Physics; Optics; Hydraulic pump","score_opus":0.013676281696355267,"score_gpt":0.20858651585488686,"score_spread":0.1949102341585316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177715248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62280923,0.005749067,0.32695562,0.00018448914,0.00005319802,0.00021379694,0.0013443109,0.0012543395,0.04143594],"genre_scores_gemma":[0.9425757,0.0018940422,0.039612126,0.00002467822,0.000038664188,0.00011438234,0.0011431586,0.000102007725,0.014495277],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995846,0.000048249425,0.00002254054,0.00006512799,0.0002375785,0.00004192618],"domain_scores_gemma":[0.99879175,0.00064015324,0.00014662452,0.000106947446,0.00028343915,0.000031140757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039179594,0.0006033723,0.0003741277,0.0031954525,0.00040969907,0.0005775936,0.0007489366,0.00049513037,0.0028655655],"category_scores_gemma":[0.0012517984,0.00021265629,0.00043399562,0.001508805,0.00039674668,0.0007910489,0.00043706704,0.00041115494,0.0005945607],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057851535,0.0002993747,0.046459578,0.0014702884,0.00017225367,0.0028871805,0.0012936897,0.28082097,0.089646555,0.059591424,0.011415428,0.5053648],"study_design_scores_gemma":[0.00003236851,0.00043588984,0.07381212,0.0002343493,0.00016752374,0.005142745,0.0008286568,0.7909845,0.048378143,0.05567476,0.024179192,0.0001297857],"about_ca_topic_score_codex":0.00094124826,"about_ca_topic_score_gemma":0.0011143502,"teacher_disagreement_score":0.0031954525,"about_ca_system_score_codex":0.0003934713,"about_ca_system_score_gemma":0.000248281,"threshold_uncertainty_score":0.009586215},"labels":[],"label_agreement":null},{"id":"W3177741048","doi":"10.1177/09544097211031334","title":"Dynamic simulation of a high-speed train with interconnected hydro-pneumatic secondary suspension","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Suspension (topology); Engineering; Vibration; Stiffness; Structural engineering; Spring (device); Marine engineering; Acoustics","score_opus":0.007420808923322536,"score_gpt":0.19094384418203778,"score_spread":0.18352303525871524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177741048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94032526,0.00010850235,0.039673552,0.00019984346,0.000068267174,0.00007102144,0.00051616033,0.00036942778,0.018667908],"genre_scores_gemma":[0.99467045,0.000045839275,0.0018549697,0.00001550997,0.0000033956119,0.00004456279,0.00016988823,0.000010761839,0.0031845814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989986,0.000018057619,0.0000048383326,0.000014795461,0.000028197765,0.000034131856],"domain_scores_gemma":[0.9998149,0.00006525293,0.000028361088,0.000012516476,0.00004901216,0.000030013927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016529115,0.0004584149,0.00047293084,0.0003540397,0.00052942167,0.0006172009,0.0005644673,0.0013422244,0.0037524712],"category_scores_gemma":[0.000371143,0.00020381878,0.0006515212,0.0002532592,0.0004980189,0.000360785,0.0004911038,0.00046156757,0.0003126492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006698211,0.000048313686,0.001950214,0.00004291281,0.000015759739,0.00020254489,0.000059904884,0.9918926,0.0036351169,0.0005732763,0.00019232572,0.0013200887],"study_design_scores_gemma":[0.000010317541,0.0000508227,0.0006394328,0.0000035943594,0.000005912334,0.000010822284,0.000042016207,0.99834347,0.00059955,0.00006128956,0.00022886872,0.0000039113415],"about_ca_topic_score_codex":0.021175396,"about_ca_topic_score_gemma":0.009656111,"teacher_disagreement_score":0.021175396,"about_ca_system_score_codex":0.0003952077,"about_ca_system_score_gemma":0.0006752544,"threshold_uncertainty_score":0.042104244},"labels":[],"label_agreement":null},{"id":"W3178502639","doi":"10.1002/eqe.3508","title":"Seismic response evaluation of a five‐story buckling‐restrained braced frame using multi‐element pseudo‐dynamic hybrid simulations","year":2021,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Benchmark (surveying); Structural engineering; Calibration; Buckling; Finite element method; Process (computing); Nonlinear system; Computer science; Experimental data; Frame (networking); Structural system; Engineering; Mechanical engineering; Geology","score_opus":0.01485844981022056,"score_gpt":0.2592320388960512,"score_spread":0.24437358908583062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178502639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792875,0.000030208314,0.01702376,0.000034137694,0.000008194633,0.000029741142,0.00011844926,0.00012387618,0.003344126],"genre_scores_gemma":[0.99665904,0.000011938885,0.0027646369,0.000004384918,8.0830046e-7,0.000016280097,0.000047775266,0.0000072324938,0.00048794269],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998851,0.000027761193,0.0000067956894,0.000014642353,0.000048560792,0.00001718607],"domain_scores_gemma":[0.999749,0.00012178289,0.000030436635,0.00002734037,0.000053510044,0.00001800668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027764184,0.00041302838,0.00029005934,0.00033799474,0.00023233745,0.00038556065,0.0006169025,0.00057837006,0.0015282794],"category_scores_gemma":[0.00049857865,0.00018318309,0.00025233705,0.00026029907,0.00035907573,0.0002292504,0.00028370615,0.00022822754,0.00013369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014832689,0.00006068728,0.0023724472,0.000047245547,0.000016856942,0.00011835218,0.00009950051,0.970463,0.020949572,0.00070804276,0.00012872565,0.00488728],"study_design_scores_gemma":[0.00000677596,0.00007057482,0.0008432763,0.0000023148864,0.0000024010621,0.000005988832,0.000024369961,0.9962484,0.002643191,0.000040192343,0.000108494176,0.0000039290594],"about_ca_topic_score_codex":0.009740371,"about_ca_topic_score_gemma":0.011431695,"teacher_disagreement_score":0.009740371,"about_ca_system_score_codex":0.00048801219,"about_ca_system_score_gemma":0.0003769856,"threshold_uncertainty_score":0.019367397},"labels":[],"label_agreement":null},{"id":"W3181115425","doi":"10.1088/1361-6501/ac1181","title":"Numerical method to predict vibration characteristics induced by cavitation in centrifugal pumps","year":2021,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Centrifugal pump; Cavitation; Vibration; Mechanics; Materials science; Acoustics; Mechanical engineering; Physics; Engineering; Impeller","score_opus":0.019590265228628587,"score_gpt":0.24690898405593759,"score_spread":0.227318718827309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181115425","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09781709,0.00013469868,0.9001392,0.00008470083,0.00003580205,0.00005234221,0.00004319664,0.00029214835,0.0014007242],"genre_scores_gemma":[0.9374073,0.00012285996,0.061314724,0.000017891802,0.000008638043,0.000093604394,0.0000420811,0.000023341208,0.0009695616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989986,0.000028556226,0.000007371915,0.00001730606,0.000036845096,0.000010054471],"domain_scores_gemma":[0.9996743,0.00019778471,0.000038696882,0.000017861774,0.00006074674,0.0000105979825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044783953,0.00039479742,0.00032251643,0.00037340724,0.00019507225,0.00033415816,0.00050922297,0.0008943241,0.0009874856],"category_scores_gemma":[0.0015649772,0.00024134852,0.00034378556,0.00030711936,0.0003213477,0.00038701837,0.00034026775,0.00047364636,0.00014062003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038998085,0.00002502816,0.0008811144,0.00004452235,0.000011710332,0.000045257428,0.000024372212,0.9761437,0.006028049,0.0009223099,0.000087355525,0.015747512],"study_design_scores_gemma":[9.07565e-7,0.0000053814465,0.00006237437,8.576803e-7,7.5122335e-7,0.0000019562972,0.0000011446425,0.9996451,0.00021624332,0.00004472727,0.000019728961,7.908769e-7],"about_ca_topic_score_codex":0.00353986,"about_ca_topic_score_gemma":0.0016216888,"teacher_disagreement_score":0.00353986,"about_ca_system_score_codex":0.00023612636,"about_ca_system_score_gemma":0.00044340122,"threshold_uncertainty_score":0.0070385337},"labels":[],"label_agreement":null},{"id":"W3183021577","doi":"10.1109/iros.2018.8593582","title":"Development of MR Clutch for a Prospective 5 DOF Robot","year":2018,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Clutch; Torque; Robot; Computer science; Magnetorheological fluid; Degrees of freedom (physics and chemistry); Control engineering; Control theory (sociology); Simulation; Engineering; Control (management); Mechanical engineering; Artificial intelligence; Physics","score_opus":0.01858370248221438,"score_gpt":0.24203832313825177,"score_spread":0.22345462065603738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183021577","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05230705,0.00073175086,0.9386845,0.000107584674,0.00013895603,0.00022892067,0.000044749526,0.0013755427,0.0063809566],"genre_scores_gemma":[0.36590874,0.0004987559,0.62293893,0.000056062592,0.000045731133,0.00021113195,0.00012471549,0.00011431873,0.010101657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964285,0.000030448036,0.00002250304,0.0000618736,0.00020954497,0.00003276644],"domain_scores_gemma":[0.9998004,0.000024235787,0.000043671203,0.000032534095,0.00007698541,0.00002228931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045453012,0.00042723332,0.00030136044,0.00039146477,0.00024832453,0.00027228775,0.0010457977,0.0005598286,0.0019087273],"category_scores_gemma":[0.00035030168,0.00037600507,0.00040436524,0.00011277189,0.00028578073,0.0006141985,0.00061240775,0.0004949286,0.0009800335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015102848,0.00006608411,0.0011732785,0.00084717316,0.000030467023,0.00082802965,0.00029705992,0.02072952,0.8096071,0.017451413,0.0014881446,0.14733064],"study_design_scores_gemma":[0.00021495127,0.004309179,0.007815009,0.00029697467,0.000109417815,0.005921802,0.00022343978,0.30263305,0.48685646,0.002916291,0.18840691,0.00029653445],"about_ca_topic_score_codex":0.00035554147,"about_ca_topic_score_gemma":0.0003852836,"teacher_disagreement_score":0.0019087273,"about_ca_system_score_codex":0.00016116885,"about_ca_system_score_gemma":0.0005154848,"threshold_uncertainty_score":0.0063853264},"labels":[],"label_agreement":null},{"id":"W3183084469","doi":"10.1109/access.2021.3095402","title":"Design and Analysis of a Flow-Control Valve With Controllable Pressure Compensation Capability for Mobile Machinery","year":2021,"lang":"en","type":"article","venue":"IEEE Access","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Shanxi Provincial Key Research and Development Project; National Natural Science Foundation of China","keywords":"Flow (mathematics); Compensation (psychology); Pressure drop; Flow control (data); Pressure control; Computer science; Range (aeronautics); Control theory (sociology); Control (management); Artificial intelligence; Engineering; Physics; Mechanical engineering; Mechanics; Telecommunications","score_opus":0.014868155396203874,"score_gpt":0.2494133904492065,"score_spread":0.23454523505300262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183084469","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04942021,0.00119993,0.9405314,0.00027961496,0.0001426111,0.0002530055,0.000058718462,0.00086562254,0.0072488924],"genre_scores_gemma":[0.9228835,0.00068945024,0.071246654,0.00005434797,0.000058490372,0.00021088275,0.00006883081,0.000050376715,0.004737345],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993499,0.00005847261,0.000027741413,0.00015635074,0.00035449117,0.000053043586],"domain_scores_gemma":[0.9997688,0.00005673565,0.000052419833,0.000018368271,0.00008349357,0.000020178295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063367654,0.00045413774,0.00078951305,0.00039783897,0.0005429599,0.0010905322,0.0011706431,0.0008635219,0.0016235034],"category_scores_gemma":[0.0006908463,0.0004482722,0.00080699206,0.00021760314,0.0004976234,0.00074819196,0.0004085158,0.00045787074,0.0003101909],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004957185,0.00018327335,0.0037142267,0.0014646602,0.00013494129,0.00086333643,0.000438925,0.4988465,0.35952476,0.032003555,0.0020643715,0.100265734],"study_design_scores_gemma":[0.00005129974,0.0004110452,0.0012751323,0.000020891186,0.000036945625,0.00015309431,0.000026841039,0.9736013,0.018563569,0.0011590293,0.004664912,0.00003603238],"about_ca_topic_score_codex":0.0037035,"about_ca_topic_score_gemma":0.0010790536,"teacher_disagreement_score":0.0037035,"about_ca_system_score_codex":0.00085444044,"about_ca_system_score_gemma":0.0014161377,"threshold_uncertainty_score":0.0073639154},"labels":[],"label_agreement":null},{"id":"W3184555720","doi":"10.1002/eqe.3509","title":"Hybrid testing of capacity designed RC structural walls for the determination of nonlinear seismic shear amplification","year":2021,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Shear wall; Stiffness; Shear (geology); Nonlinear system; Cracking; Hinge; Engineering; Geotechnical engineering; Seismic analysis; Test method; Geology; Materials science; Composite material; Physics","score_opus":0.015600224146203974,"score_gpt":0.21426341929331275,"score_spread":0.19866319514710878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184555720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948801,0.000026037977,0.0047411267,0.0000038309922,0.000005579448,0.000012065211,0.00002686651,0.000041857355,0.00026247767],"genre_scores_gemma":[0.9971776,0.000011926612,0.0024340395,0.0000025341137,0.00000152257,0.000017108654,0.000030708765,0.000005045039,0.00031957735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996038,0.00008171982,0.000024951582,0.00006210552,0.00017917574,0.000048253845],"domain_scores_gemma":[0.9992643,0.00020748266,0.00013652512,0.00013056397,0.00017498004,0.00008614589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004946428,0.0005178588,0.00022432866,0.0003812779,0.00019850892,0.00014549862,0.00043055753,0.00038728648,0.0011311764],"category_scores_gemma":[0.00055000425,0.00020639827,0.00020708168,0.00017994065,0.00051186595,0.00022981502,0.00058938854,0.00023830643,0.0001970542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015309417,0.000039518083,0.0016703522,0.000020503394,0.0000070673386,0.00008968865,0.000060390546,0.0014417564,0.99425536,0.00006040184,0.000017664868,0.0021841335],"study_design_scores_gemma":[0.000015142842,0.002148846,0.01288629,0.0000049875302,0.00001426742,0.00013805393,0.00009086667,0.008844243,0.9755511,0.0000261154,0.00026531,0.0000147533165],"about_ca_topic_score_codex":0.00036717785,"about_ca_topic_score_gemma":0.0009023538,"teacher_disagreement_score":0.0011311764,"about_ca_system_score_codex":0.00015108658,"about_ca_system_score_gemma":0.00011784512,"threshold_uncertainty_score":0.0037841797},"labels":[],"label_agreement":null},{"id":"W3188984376","doi":"10.3384/ecp182p283","title":"Multidimensional Trajectory Tracking for Numerically Stiff Independent Metering System","year":2021,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Discretization; Control theory (sociology); Mathematics; Regularization (linguistics); Uniqueness; Numerical analysis; Optimal control; Applied mathematics; Trajectory; Differential equation; Mathematical optimization; Computer science; Mathematical analysis; Control (management)","score_opus":0.017407643585492096,"score_gpt":0.22433369333690553,"score_spread":0.20692604975141343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188984376","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033644218,0.00011797785,0.9635137,0.0001100155,0.00003531146,0.000029585062,0.00001691671,0.00020548132,0.0023267914],"genre_scores_gemma":[0.85285425,0.00015731886,0.14263593,0.000039265888,0.000016172036,0.00010953599,0.000040209667,0.00003362355,0.0041136825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998778,0.000032963944,0.00000703998,0.000026800084,0.000045079494,0.000010351566],"domain_scores_gemma":[0.99980253,0.00009570315,0.00003396165,0.000019604575,0.00003842389,0.0000098107175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041823974,0.00032996802,0.00033724736,0.00027555195,0.0004214648,0.00053768774,0.00037698902,0.00061371224,0.0016593167],"category_scores_gemma":[0.0006067531,0.00019636455,0.0003189338,0.00018081264,0.00045756533,0.00045168353,0.0005821463,0.0004549443,0.00015164804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010236925,0.000048860165,0.00089950213,0.00015287896,0.00002519076,0.00011839557,0.0001977141,0.8918969,0.027356131,0.023672061,0.00042531858,0.055104706],"study_design_scores_gemma":[0.0000047996673,0.00002227658,0.00006859314,0.0000033181293,0.0000020179534,0.000008552784,0.000005286637,0.99731004,0.0012398364,0.00089139346,0.00044050123,0.0000034808968],"about_ca_topic_score_codex":0.0022319444,"about_ca_topic_score_gemma":0.0015664778,"teacher_disagreement_score":0.0022319444,"about_ca_system_score_codex":0.000477824,"about_ca_system_score_gemma":0.00056938914,"threshold_uncertainty_score":0.005550921},"labels":[],"label_agreement":null},{"id":"W3195645609","doi":"10.1002/eqe.3527","title":"Acceleration‐based sliding mode hierarchical control algorithm for shake table tests","year":2021,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Program for Changjiang Scholars and Innovative Research Team in University; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Acceleration; Earthquake shaking table; Control theory (sociology); Controller (irrigation); Sliding mode control; Engineering; Displacement (psychology); Stability (learning theory); Control system; Motion control; Computer science; Nonlinear system; Algorithm; Control (management); Structural engineering; Artificial intelligence; Physics","score_opus":0.007108969007904806,"score_gpt":0.2184834141438237,"score_spread":0.21137444513591888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195645609","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05018526,0.000112279035,0.9456549,0.00005842017,0.000047891197,0.00007048881,0.000018486922,0.00069605256,0.0031561938],"genre_scores_gemma":[0.9538191,0.000037085025,0.04463169,0.000022643067,0.000009752705,0.000076677476,0.000032944055,0.000010892761,0.0013592063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978,0.00003245098,0.000016437421,0.000050569826,0.000091596674,0.00002892902],"domain_scores_gemma":[0.99972504,0.00007420459,0.00004124286,0.000022740896,0.000116797106,0.000020024301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036785018,0.00043536324,0.00030035424,0.0003006132,0.0002744081,0.00038171306,0.0005884674,0.00036741944,0.0015259172],"category_scores_gemma":[0.00065384235,0.00013166065,0.00019901057,0.00019106132,0.00031029087,0.0002857655,0.00040482733,0.00043900305,0.00019307985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024345171,0.00007600491,0.0011638736,0.0001161231,0.000028846229,0.000089368725,0.00021509775,0.6674956,0.03232999,0.006203387,0.0012744915,0.2907638],"study_design_scores_gemma":[0.000009637848,0.000055128443,0.00017941427,0.0000024650744,0.000002230393,0.0000042796655,0.000005912904,0.9978333,0.0014216619,0.0002181978,0.00026499707,0.0000027651554],"about_ca_topic_score_codex":0.007914244,"about_ca_topic_score_gemma":0.0048636566,"teacher_disagreement_score":0.007914244,"about_ca_system_score_codex":0.00040391544,"about_ca_system_score_gemma":0.00060325785,"threshold_uncertainty_score":0.015736341},"labels":[],"label_agreement":null},{"id":"W3200169066","doi":"10.32393/csme.2021.137","title":"An Innovative Model Temperature Prediction For A Pulley In A Belt Drive","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pulley; Computer science; Engineering; Mechanical engineering","score_opus":0.007592803121012446,"score_gpt":0.22173108093438895,"score_spread":0.2141382778133765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200169066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13819315,0.00030229715,0.8514906,0.00016849209,0.00009483919,0.00009315032,0.00023316478,0.0009825747,0.008441695],"genre_scores_gemma":[0.9326015,0.00023033441,0.05814363,0.00003163094,0.00002344346,0.00014251372,0.00022897759,0.00012351002,0.008474431],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989486,0.000013953006,0.000004745931,0.000031127973,0.000043650885,0.00001168881],"domain_scores_gemma":[0.9999143,0.000037435322,0.000008758459,0.000009017551,0.000023576185,0.000006936934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016653174,0.0005222751,0.00042856758,0.00022997151,0.0004425611,0.00054253807,0.00069797126,0.00083735527,0.0013043216],"category_scores_gemma":[0.00041469192,0.00025923116,0.0005500118,0.00018122239,0.0002670005,0.00066464994,0.00041011226,0.0005867461,0.00032577544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030612584,0.000034223314,0.0007345437,0.000040883882,0.000008434485,0.000047909412,0.0000409751,0.97160417,0.014465886,0.0015981726,0.00027192765,0.011122213],"study_design_scores_gemma":[0.000002684262,0.000014067922,0.00011136653,0.0000013291077,0.0000020509494,0.000008018344,0.0000035867401,0.9977018,0.0015095198,0.00017105302,0.00047139774,0.0000030373542],"about_ca_topic_score_codex":0.00835777,"about_ca_topic_score_gemma":0.005487091,"teacher_disagreement_score":0.00835777,"about_ca_system_score_codex":0.00043546534,"about_ca_system_score_gemma":0.00079275435,"threshold_uncertainty_score":0.016618252},"labels":[],"label_agreement":null},{"id":"W3200510264","doi":"10.32393/csme.2021.168","title":"A Bayesian Approach For Identifying New Dynamics In Mechanical Systems","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Bayesian probability; Dynamics (music); Artificial intelligence; Physics","score_opus":0.015447972757362531,"score_gpt":0.2310295085780063,"score_spread":0.21558153582064377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200510264","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014540601,0.00013128735,0.99771357,0.000092803086,0.0000073331516,0.000013413586,0.000023721828,0.00004403102,0.0005198932],"genre_scores_gemma":[0.35595956,0.0011468539,0.63725936,0.00029976162,0.00026034427,0.0004169548,0.00035349798,0.00013221001,0.0041714236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978847,0.0008400462,0.0000928546,0.00032194844,0.00075550895,0.00010492424],"domain_scores_gemma":[0.9922552,0.006121154,0.0006264066,0.00029992755,0.00053361786,0.00016360891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052020783,0.0014350156,0.0015447233,0.0029431821,0.00094714103,0.0017660855,0.0023933686,0.0018684976,0.002179241],"category_scores_gemma":[0.016150258,0.001602388,0.0014185789,0.0014336174,0.0026334568,0.0033281962,0.002246748,0.00286019,0.00040289407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003599206,0.000041727795,0.0008535764,0.000107331696,0.00008217337,0.00010086611,0.00013169592,0.83875823,0.0011243273,0.12784845,0.0005038167,0.030411793],"study_design_scores_gemma":[0.000007174959,0.000012013871,0.00013259347,0.000014668412,0.0000086116515,0.000020072855,0.000008494869,0.9340879,0.00017718872,0.064918414,0.00059696665,0.000015921789],"about_ca_topic_score_codex":0.009585864,"about_ca_topic_score_gemma":0.009443624,"teacher_disagreement_score":0.009585864,"about_ca_system_score_codex":0.002106941,"about_ca_system_score_gemma":0.001949314,"threshold_uncertainty_score":0.027511597},"labels":[],"label_agreement":null},{"id":"W3202012929","doi":"10.1115/1.4052522","title":"Evaluating the Performance Degradation of Centrifugal Pumps Using the Principal Component Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Impeller; Centrifugal pump; Hydraulic pump; Vibration; Specific speed; Head (geology); Power (physics); Engineering; Mechanical engineering; Hydraulic machinery; Volumetric flow rate; Hydraulic head; Flow (mathematics); Automotive engineering; Mechanics; Acoustics","score_opus":0.036206648826787965,"score_gpt":0.29662424898952405,"score_spread":0.2604176001627361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202012929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93661344,0.0005725252,0.061247684,0.00007474877,0.000052446027,0.000074178744,0.00021756525,0.0003508478,0.0007965314],"genre_scores_gemma":[0.9893182,0.00018582468,0.00979963,0.000010977137,0.000008221197,0.00003441505,0.000120428864,0.000020587473,0.0005016741],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994261,0.00009872981,0.00003905531,0.00008074108,0.0003150448,0.000040359053],"domain_scores_gemma":[0.99932504,0.00021035579,0.000118691096,0.0000488734,0.0002772138,0.000019869918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078712794,0.0006100196,0.00039087096,0.0007650232,0.00024576657,0.00046884798,0.00025216606,0.00035822706,0.0007637802],"category_scores_gemma":[0.0011752677,0.00015317515,0.0003145948,0.0007319747,0.00026329205,0.00037717127,0.00021773223,0.00033064472,0.00021804322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044910444,0.00029507955,0.018515008,0.00032891484,0.000090961774,0.00017850875,0.0002384009,0.010078299,0.84681803,0.000161137,0.00056149764,0.12228509],"study_design_scores_gemma":[0.000024551355,0.0022703079,0.24052307,0.000033538912,0.00015458092,0.00033081867,0.00031743257,0.12905262,0.6247493,0.00019141789,0.002253721,0.000098560726],"about_ca_topic_score_codex":0.0010749834,"about_ca_topic_score_gemma":0.0007792948,"teacher_disagreement_score":0.0010749834,"about_ca_system_score_codex":0.00020262612,"about_ca_system_score_gemma":0.00018631705,"threshold_uncertainty_score":0.0041627884},"labels":[],"label_agreement":null},{"id":"W3202451687","doi":"10.1007/978-3-031-03811-2_42","title":"Data-Driven Substructuring Technique for Pseudo-Dynamic Hybrid Simulation of Steel Braced Frames","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Braced frame; Structural engineering; Brace; Frame (networking); Nonlinear system; Steel frame; Engineering; Hysteresis; Buckling; Computer science; Mechanical engineering","score_opus":0.014941390503271538,"score_gpt":0.23517417803699175,"score_spread":0.22023278753372022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202451687","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026184296,0.00005433115,0.96955854,0.000030420128,0.000030328416,0.000030766794,0.000106765605,0.0013846082,0.0026198882],"genre_scores_gemma":[0.56301713,0.00011179911,0.43115744,0.000042869142,0.000014629386,0.00015154935,0.00039217962,0.00047503953,0.0046373643],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999902,0.00001455042,0.0000071337295,0.000016076936,0.00004930575,0.00001086899],"domain_scores_gemma":[0.99977463,0.000081860635,0.00001982651,0.000052137697,0.00006183828,0.000009685854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019637447,0.00044255034,0.0004567252,0.00033604944,0.00030156018,0.00037089485,0.0010790876,0.0006380198,0.0041714446],"category_scores_gemma":[0.00053330534,0.0003426859,0.0004243436,0.0003425151,0.00034475606,0.0004659367,0.00060371024,0.0006045708,0.0005785084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012073793,0.00006581903,0.0005807283,0.00012057453,0.000030347881,0.0001376197,0.000140158,0.85367686,0.04699979,0.012093477,0.00093065546,0.08510323],"study_design_scores_gemma":[0.00000435087,0.000013093248,0.000047633697,0.0000027867402,0.0000020477319,0.000011297422,0.0000047520875,0.9944195,0.0040921825,0.0007271508,0.0006726602,0.0000024523874],"about_ca_topic_score_codex":0.0027851888,"about_ca_topic_score_gemma":0.0032269675,"teacher_disagreement_score":0.0041714446,"about_ca_system_score_codex":0.00032545696,"about_ca_system_score_gemma":0.00041179804,"threshold_uncertainty_score":0.013954818},"labels":[],"label_agreement":null},{"id":"W3203431299","doi":"10.1007/s12555-020-0595-2","title":"Integrative Tracking Control Strategy for Robotic Excavation","year":2021,"lang":"en","type":"article","venue":"International Journal of Control Automation and Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excavator; Controller (irrigation); Tracking (education); Position (finance); Control theory (sociology); Control engineering; Actuator; Computer science; Resistive touchscreen; Impedance control; Excavation; Engineering; Track (disk drive); Robot; Control (management); Artificial intelligence; Computer vision; Mechanical engineering","score_opus":0.01935241656053952,"score_gpt":0.2682659344783271,"score_spread":0.24891351791778757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203431299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060161233,0.00038959557,0.9245222,0.00011957154,0.000098476725,0.00005441862,0.000023138038,0.00040814356,0.014223177],"genre_scores_gemma":[0.9691767,0.00017313677,0.023734119,0.000046171062,0.000031859505,0.00006209222,0.000036605703,0.000025402307,0.0067139748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997528,0.000027264392,0.000013174522,0.00008446861,0.00007868107,0.000043519703],"domain_scores_gemma":[0.99979407,0.000034106837,0.00003553592,0.000024518673,0.00008926422,0.00002259701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003065919,0.0008206688,0.0008300712,0.00048471693,0.00087883807,0.0008252556,0.0011378044,0.0005749489,0.0024606148],"category_scores_gemma":[0.0003757777,0.00028134976,0.00046400243,0.00044711144,0.00050197844,0.0007635025,0.0013193312,0.00046479222,0.00044879984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063252327,0.00025327393,0.0013365264,0.0005145555,0.00017402315,0.0005912773,0.0007918385,0.46350473,0.11388092,0.058038276,0.0040499717,0.356232],"study_design_scores_gemma":[0.00004025484,0.0004324618,0.00080069405,0.000018901317,0.000049545568,0.00019039764,0.00007759486,0.9812804,0.008774155,0.005331311,0.0029759735,0.000028406106],"about_ca_topic_score_codex":0.0029596528,"about_ca_topic_score_gemma":0.002571274,"teacher_disagreement_score":0.0029596528,"about_ca_system_score_codex":0.00036813435,"about_ca_system_score_gemma":0.00062149146,"threshold_uncertainty_score":0.00823164},"labels":[],"label_agreement":null},{"id":"W3204313086","doi":"10.1007/s10846-021-01464-5","title":"Quasi-Continuous Second Order Sliding Mode Control of Revolute-Revolute Manipulator with Noisy Feedback Signals &amp; Modelling Uncertainties","year":2021,"lang":"en","type":"article","venue":"Journal of Intelligent & Robotic Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Revolute joint; Control theory (sociology); Kinematics; Mean squared error; Sliding mode control; Trajectory; Controller (irrigation); Nonlinear system; Stability (learning theory); Computer science; Engineering; Mathematics; Artificial intelligence; Robot; Control (management); Physics","score_opus":0.023805634928520357,"score_gpt":0.2312345110571181,"score_spread":0.20742887612859773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204313086","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14559859,0.00055918226,0.8439328,0.00023414176,0.00017758763,0.000044836615,0.0000513064,0.00030781023,0.00909367],"genre_scores_gemma":[0.99067515,0.00011100727,0.0061829,0.000021507327,0.00001592641,0.00003211169,0.00002382359,0.000010393928,0.0029272165],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975806,0.000061635954,0.000012893589,0.000053916436,0.00007827562,0.000035171528],"domain_scores_gemma":[0.99968183,0.000113778646,0.000064819666,0.000034848734,0.00008924586,0.000015510735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055106153,0.00064646726,0.0007179022,0.00022966605,0.00040069318,0.00096884556,0.000618836,0.00071204995,0.0017546646],"category_scores_gemma":[0.0007845224,0.00030624162,0.00038526635,0.00029029587,0.0006439452,0.00047738673,0.0006146758,0.0005538218,0.0002132941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006018921,0.000085787986,0.0007698046,0.0005167617,0.00012593708,0.0004127452,0.0005454124,0.8818598,0.040564723,0.02265661,0.0012906082,0.05056996],"study_design_scores_gemma":[0.000015243208,0.00018966036,0.00043918713,0.000009103793,0.000008945146,0.000023428427,0.000014416956,0.9966599,0.0013380894,0.0008693613,0.00042534588,0.000007344119],"about_ca_topic_score_codex":0.0040383576,"about_ca_topic_score_gemma":0.0028195265,"teacher_disagreement_score":0.0040383576,"about_ca_system_score_codex":0.00034133135,"about_ca_system_score_gemma":0.00045363806,"threshold_uncertainty_score":0.008029699},"labels":[],"label_agreement":null},{"id":"W3205144788","doi":"10.1115/pvp2021-62112","title":"Measurement of Steam-Generator Tube Damping Caused by Anti-Vibration-Bar Supports","year":2021,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Nuclear Laboratories; Deep River Science Academy","funders":"","keywords":"Vibration; Bar (unit); Natural frequency; Structural engineering; Generator (circuit theory); Damping ratio; Damping torque; Boiler (water heating); Steam turbine; Engineering; Magnetic damping; Acoustics; Materials science; Power (physics); Mechanical engineering; Physics; Electrical engineering; Voltage","score_opus":0.01609601232266201,"score_gpt":0.2072913588340367,"score_spread":0.1911953465113747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205144788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922322,0.000080953265,0.007325913,0.000012305588,0.00001215107,0.00001117939,0.000029329594,0.00007085477,0.00022514959],"genre_scores_gemma":[0.9959544,0.000033763954,0.0036711493,0.000007973878,0.000002367414,0.000008021111,0.00002584076,0.0000069988673,0.00028945346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951804,0.00005541656,0.00001841338,0.000057415768,0.00031445513,0.00003625279],"domain_scores_gemma":[0.99923587,0.00027974485,0.00015320876,0.000049406255,0.0002271914,0.000054622946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033956458,0.00033708342,0.00023140492,0.00046904938,0.00016674529,0.00019899862,0.0004445151,0.0003290978,0.00076992257],"category_scores_gemma":[0.0008830968,0.00022647432,0.00013305717,0.00024396331,0.00032816475,0.0002446355,0.00030675155,0.00027407787,0.00013825712],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002243262,0.000022961298,0.004059349,0.000035486824,0.0000062630315,0.00007909331,0.00008249966,0.0003973633,0.98723084,0.000038900456,0.000038968778,0.0077840067],"study_design_scores_gemma":[0.00001606638,0.0008937315,0.027301041,0.000008571638,0.000020869456,0.00012876018,0.00009506629,0.008497966,0.9623601,0.00003472567,0.0006307126,0.000012421177],"about_ca_topic_score_codex":0.00066993793,"about_ca_topic_score_gemma":0.0012101958,"teacher_disagreement_score":0.00076992257,"about_ca_system_score_codex":0.00018721333,"about_ca_system_score_gemma":0.0001677119,"threshold_uncertainty_score":0.002575636},"labels":[],"label_agreement":null},{"id":"W3209556184","doi":"10.32920/ryerson.14652285.v1","title":"Investigations on Flow and Flow-Induced Vibration of CANDU Fuel Bundles","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bundle; Computational fluid dynamics; Flow (mathematics); Mechanics; Vibration; Fluid dynamics; Physics; Coolant; Materials science; Acoustics; Nuclear physics","score_opus":0.027179523769547638,"score_gpt":0.22397663634987985,"score_spread":0.19679711258033222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209556184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98864555,0.00011213658,0.0101184435,0.000031265525,0.000009631307,0.0000091501515,0.00003950851,0.000047769023,0.0009864703],"genre_scores_gemma":[0.994586,0.00011416507,0.0045837746,0.0000070223296,0.0000040174073,0.000011010253,0.00006250679,0.000011776845,0.0006197353],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999268,0.000009533885,0.0000031945053,0.00001774142,0.00002619463,0.00001643275],"domain_scores_gemma":[0.9998498,0.00006530364,0.00002928522,0.000016010397,0.000023585031,0.000015995014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016488203,0.00025022635,0.00036962784,0.00030172153,0.00039169026,0.00040785025,0.00024396284,0.0003628724,0.0006270545],"category_scores_gemma":[0.00035416853,0.00013396895,0.0002850178,0.00023079569,0.00046070645,0.0004691404,0.00029420585,0.0002876842,0.00008397385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044024378,0.00026343396,0.029404378,0.000255812,0.00004419409,0.0010037774,0.0006037509,0.38861814,0.53335416,0.006394404,0.00048202704,0.03913573],"study_design_scores_gemma":[0.000014201571,0.0002177458,0.0154061215,0.000010737321,0.000010937564,0.00015202946,0.00028471564,0.8862763,0.09557988,0.0008927479,0.0011170299,0.000037531085],"about_ca_topic_score_codex":0.000556967,"about_ca_topic_score_gemma":0.00043398567,"teacher_disagreement_score":0.0006270545,"about_ca_system_score_codex":0.00020334592,"about_ca_system_score_gemma":0.00020276837,"threshold_uncertainty_score":0.0020976663},"labels":[],"label_agreement":null},{"id":"W3211589134","doi":"10.1115/imece2001/dsc-24568","title":"Experience With Sliding Mode Control of a Pneumatic Cartesian Robot","year":2001,"lang":"en","type":"article","venue":"Dynamic Systems and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Control theory (sociology); Cartesian coordinate system; Compensation (psychology); Robot; Controller (irrigation); Relay; Mode (computer interface); Tracking (education); Computer science; Control engineering; Engineering; Control (management); Mathematics; Artificial intelligence; Physics","score_opus":0.004406309577940861,"score_gpt":0.1970716845157412,"score_spread":0.19266537493780034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211589134","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4563334,0.0046766144,0.5047102,0.00094419724,0.0001592388,0.00015822335,0.000043264194,0.000939126,0.032035667],"genre_scores_gemma":[0.87368226,0.002576307,0.115572795,0.00013189224,0.00007187261,0.000045252604,0.000068924106,0.00007900756,0.0077716643],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898726,0.00046094868,0.000041111147,0.00011372508,0.00032934445,0.00006755759],"domain_scores_gemma":[0.9987993,0.00067234575,0.00004081284,0.00012410154,0.00026350183,0.000099921446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021931014,0.0004344712,0.0003717519,0.00028940273,0.00039875763,0.0009541151,0.00073300715,0.000597351,0.0029114722],"category_scores_gemma":[0.0035047086,0.00022909569,0.00027575035,0.0002907623,0.0011050297,0.0011716902,0.0007996605,0.000791742,0.0005321527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081746303,0.00063110207,0.0068489867,0.0008572978,0.00006814235,0.0010767218,0.013939401,0.055677686,0.16101958,0.018708752,0.0034421794,0.73691267],"study_design_scores_gemma":[0.00039554655,0.021216033,0.021325864,0.00064551167,0.00021332601,0.007370308,0.004213743,0.29188886,0.32539028,0.021155503,0.30579388,0.00039123144],"about_ca_topic_score_codex":0.0012228435,"about_ca_topic_score_gemma":0.00069157645,"teacher_disagreement_score":0.0029114722,"about_ca_system_score_codex":0.0003080228,"about_ca_system_score_gemma":0.00036327742,"threshold_uncertainty_score":0.011598408},"labels":[],"label_agreement":null},{"id":"W3212047096","doi":"10.1115/imece2000-1984","title":"An Investigation Into the Characteristics of a “2D” Flow Control Valve","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Electrohydraulic servo valve; Volumetric flow rate; Stiffness; Hydrostatic equilibrium; Leakage (economics); Flow control valve; Bernoulli's principle; Mechanics; Engineering; Flow (mathematics); Control valves; Mechanical engineering; Computer science; Structural engineering; Physics","score_opus":0.005980252555944909,"score_gpt":0.1940590420943754,"score_spread":0.1880787895384305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212047096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93213445,0.00037988028,0.06427923,0.000095112104,0.00003614196,0.00004256387,0.00006685408,0.0002624825,0.0027032548],"genre_scores_gemma":[0.9970925,0.00003278846,0.0025224464,0.000008894735,0.0000040865266,0.000008132719,0.000020089667,0.0000057282136,0.00030534947],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972576,0.000056607558,0.000013928884,0.00004757075,0.000121932644,0.000034202807],"domain_scores_gemma":[0.99867284,0.0008064327,0.00013632452,0.000090645495,0.00024941578,0.00004438316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044458226,0.00017770192,0.00021704099,0.00040516068,0.00024240866,0.00042655296,0.00025539062,0.00046331808,0.0009341816],"category_scores_gemma":[0.0014476273,0.00018456324,0.0001531956,0.00017653056,0.00039038292,0.0004242781,0.00017886962,0.00020460054,0.00014224646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008290599,0.00015579535,0.008365514,0.00021068298,0.00001902969,0.00058821903,0.00042308835,0.052230034,0.8721528,0.0023322492,0.0004392231,0.06225429],"study_design_scores_gemma":[0.000069835754,0.0020719662,0.017491572,0.000022274045,0.000020873786,0.0011017004,0.00013366035,0.65919405,0.31500223,0.0007138065,0.0040879296,0.000090167574],"about_ca_topic_score_codex":0.0004968044,"about_ca_topic_score_gemma":0.00024006651,"teacher_disagreement_score":0.0009341816,"about_ca_system_score_codex":0.00021677915,"about_ca_system_score_gemma":0.0001931662,"threshold_uncertainty_score":0.0031251311},"labels":[],"label_agreement":null},{"id":"W3212048312","doi":"10.1115/imece2000-1981","title":"Trade-Off Analysis for the Design of a High Performance Hydrostatic Actuation System","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Computer science; Set (abstract data type); Electro-hydraulic actuator; Control engineering; Hydrostatic equilibrium; Control theory (sociology); Engineering; Artificial intelligence; Control (management)","score_opus":0.01515295159385237,"score_gpt":0.20059353704266017,"score_spread":0.1854405854488078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212048312","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07196201,0.0004300227,0.91547877,0.0002910631,0.000022308952,0.00012419805,0.000043779437,0.00019932623,0.011448564],"genre_scores_gemma":[0.96842456,0.00013310021,0.028567404,0.000037872247,0.000010378709,0.00014768341,0.00002463109,0.000035725552,0.0026185801],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991497,0.00030818468,0.000029048773,0.00009077478,0.0003477345,0.00007459969],"domain_scores_gemma":[0.9986181,0.0009529356,0.00013821873,0.00004070966,0.0002228221,0.000027214444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021412189,0.00093166396,0.00077934045,0.00048425279,0.00035107022,0.0013812174,0.00062074646,0.0009835346,0.0030131799],"category_scores_gemma":[0.0035522426,0.00065493904,0.00047007864,0.0002268906,0.00080384844,0.0008552709,0.0007416317,0.0005727027,0.0003122581],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067033725,0.000022858596,0.00012995064,0.00010761927,0.000017545226,0.00003925275,0.000035726778,0.98359436,0.0045596473,0.0041336664,0.000119967786,0.007172259],"study_design_scores_gemma":[0.000013183649,0.000092646405,0.000091735914,0.0000065702875,0.000008544015,0.000009447869,0.000008827429,0.99755585,0.0009978354,0.0009950605,0.00021558507,0.000004727335],"about_ca_topic_score_codex":0.0015979299,"about_ca_topic_score_gemma":0.0010063181,"teacher_disagreement_score":0.0030131799,"about_ca_system_score_codex":0.0009781888,"about_ca_system_score_gemma":0.0007014835,"threshold_uncertainty_score":0.011323988},"labels":[],"label_agreement":null},{"id":"W3212717851","doi":"10.1115/imece2000-1982","title":"Model Identification of a High Performance Hydrostatic Actuation System","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Electro-hydraulic actuator; Actuator; Hydrostatic equilibrium; Position (finance); Encoder; Computer science; Controller (irrigation); Identification (biology); Basis (linear algebra); System identification; Open-loop controller; Loop (graph theory); Control engineering; Closed loop; Engineering; Artificial intelligence; Mathematics; Data modeling; Physics; Control (management)","score_opus":0.009158673157215502,"score_gpt":0.18767074973575706,"score_spread":0.17851207657854157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212717851","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11989486,0.00024253258,0.86000913,0.00032853644,0.000049540078,0.00017745774,0.0003350773,0.0016006847,0.01736224],"genre_scores_gemma":[0.9788346,0.0000980345,0.015426391,0.000025267305,0.000006718611,0.00019615215,0.00013062848,0.000024276653,0.005257771],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998105,0.000048314665,0.000009261229,0.00004272856,0.00006860667,0.000020514963],"domain_scores_gemma":[0.9998066,0.000074064716,0.000032913504,0.00002286484,0.000055575427,0.000008028174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027864103,0.00043252425,0.0005295643,0.00026067137,0.00035577404,0.000712683,0.0005190866,0.00076829,0.002440873],"category_scores_gemma":[0.0004319268,0.00025266182,0.00027067369,0.00015279397,0.00047599038,0.00044627773,0.0004937963,0.00046007492,0.0005505358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007128693,0.000039846043,0.0005414875,0.00012815186,0.00002474281,0.00013259109,0.00010048717,0.9656167,0.017501114,0.0042304583,0.0005072927,0.011105856],"study_design_scores_gemma":[0.000010884539,0.00003170167,0.00019071715,0.000002979407,0.000003480079,0.000012306282,0.000008884583,0.99709857,0.0017742953,0.00030982736,0.0005524413,0.000003876212],"about_ca_topic_score_codex":0.004744722,"about_ca_topic_score_gemma":0.0024825449,"teacher_disagreement_score":0.004744722,"about_ca_system_score_codex":0.0004433592,"about_ca_system_score_gemma":0.0007350088,"threshold_uncertainty_score":0.009434164},"labels":[],"label_agreement":null},{"id":"W3212790629","doi":"10.1115/imece2000-2313","title":"Experimental Study of a Neural Generalized Predictive Force Control for a Hydraulic Actuator","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Model predictive control; Actuator; Control theory (sociology); Predictability; Artificial neural network; Feed forward; Nonlinear system; Hydraulic cylinder; Electro-hydraulic actuator; Computer science; Feedforward neural network; Nonlinear model; Control engineering; Control (management); Engineering; Artificial intelligence; Mathematics; Mechanical engineering; Physics","score_opus":0.01198656432945255,"score_gpt":0.23931772107214241,"score_spread":0.22733115674268986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212790629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97200644,0.00009689927,0.025633756,0.00012808893,0.000085540545,0.000094339,0.000112408336,0.00027213807,0.0015704758],"genre_scores_gemma":[0.99578273,0.000031132276,0.003330513,0.000013216449,0.000005161833,0.000046944402,0.00003097242,0.0000056385175,0.00075368426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997825,0.00003936105,0.000016074831,0.00004085426,0.00009071135,0.000030527746],"domain_scores_gemma":[0.999476,0.00022074055,0.00005377661,0.000084550615,0.00012300178,0.000042060707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000418281,0.0002656714,0.00028964705,0.00020862333,0.0003160992,0.00024852043,0.00053816615,0.00050847436,0.0021483747],"category_scores_gemma":[0.0010330668,0.00015755159,0.00015538708,0.00012210658,0.00040656072,0.0004095948,0.00039647333,0.00039607572,0.00022061772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015859059,0.001290656,0.0017151346,0.00067835825,0.00007327526,0.000679745,0.00040412127,0.045597818,0.8982397,0.0016041999,0.0007269287,0.047404215],"study_design_scores_gemma":[0.00027285333,0.012898883,0.008394745,0.00005129804,0.0000668193,0.00020572552,0.00017676833,0.4159873,0.5578934,0.0008426332,0.0031507958,0.0000587306],"about_ca_topic_score_codex":0.0011171598,"about_ca_topic_score_gemma":0.0007714932,"teacher_disagreement_score":0.0021483747,"about_ca_system_score_codex":0.00013606566,"about_ca_system_score_gemma":0.00026489873,"threshold_uncertainty_score":0.007187009},"labels":[],"label_agreement":null},{"id":"W3213708256","doi":"10.32920/ryerson.14656749.v1","title":"Modeling and Development of an Experimental Pneumatic Facility for Aircraft Bleed Air System Studies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mass flow; Bleed; Environmental control system; Automotive engineering; Flow (mathematics); Engineering; Airflow; Control system; Simulation; Aerospace engineering; Computer science; Mechanical engineering; Electrical engineering","score_opus":0.06080469586770538,"score_gpt":0.2870026754979712,"score_spread":0.22619797963026583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213708256","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33488217,0.00021723041,0.64624685,0.00032978624,0.00013442273,0.0008712325,0.0013722484,0.0020459942,0.013900061],"genre_scores_gemma":[0.93947923,0.00015235963,0.056063294,0.000021781956,0.000012083131,0.0005701455,0.00052576384,0.000054255917,0.0031211125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970573,0.000055721008,0.000015583119,0.000060114417,0.00012753486,0.000035218825],"domain_scores_gemma":[0.99961984,0.00012380483,0.000041020667,0.00007563421,0.00009893418,0.00004077495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006224524,0.0004994641,0.0005550946,0.00040809077,0.00051326083,0.0008388846,0.0014895614,0.0010794912,0.0034321914],"category_scores_gemma":[0.0009572821,0.00033305644,0.0005212195,0.0002692326,0.00049751834,0.0010694865,0.0005067002,0.0009569452,0.00059831084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038044725,0.0003809078,0.0048715854,0.00030261485,0.00003107257,0.00027447287,0.00013280072,0.8568817,0.10216159,0.010221262,0.00078823697,0.023573285],"study_design_scores_gemma":[0.00005553517,0.0003241753,0.001313089,0.00001461852,0.000013163476,0.000029622342,0.000028420367,0.9715666,0.02380988,0.00068416115,0.0021407132,0.000019975545],"about_ca_topic_score_codex":0.00348971,"about_ca_topic_score_gemma":0.0026162001,"teacher_disagreement_score":0.00348971,"about_ca_system_score_codex":0.00077762455,"about_ca_system_score_gemma":0.0013127145,"threshold_uncertainty_score":0.011481822},"labels":[],"label_agreement":null},{"id":"W3214065521","doi":"10.1115/imece2001/fpst-25000","title":"Parameter Estimation in a Hydrostatic System Using Extended Kalman Filter","year":2001,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Kalman filter; Control theory (sociology); Extended Kalman filter; Actuator; Hydrostatic equilibrium; Computer science; Point (geometry); Bulk modulus; Filter (signal processing); Modulus; Measure (data warehouse); Control engineering; Engineering; Materials science; Mathematics; Physics; Control (management); Artificial intelligence","score_opus":0.021422354478680752,"score_gpt":0.2432471213906105,"score_spread":0.22182476691192976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214065521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041301582,0.00016696125,0.9570113,0.00008994626,0.000034537043,0.000015221948,0.000027536275,0.0004465346,0.00090645376],"genre_scores_gemma":[0.9489615,0.00021351366,0.048925415,0.000042203978,0.00002681676,0.00003942237,0.00007201713,0.000024968047,0.0016941136],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981815,0.000042121752,0.00001340376,0.00005093322,0.00005805218,0.000017381937],"domain_scores_gemma":[0.9996356,0.00017441317,0.000066509914,0.000030403073,0.0000833325,0.000009758016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004413276,0.00041681147,0.0005585609,0.00024246161,0.00029685858,0.00047989795,0.0003064455,0.00046165867,0.0007666441],"category_scores_gemma":[0.001047916,0.00028471276,0.00030476027,0.0001942563,0.00036041322,0.00079824793,0.00044590776,0.0005077677,0.00021494615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014002554,0.000042897387,0.0023189357,0.0001026754,0.00007497078,0.00012390311,0.00012295495,0.88018984,0.02014344,0.003945395,0.00051429024,0.09228064],"study_design_scores_gemma":[0.000008468272,0.000028838364,0.0005182454,0.0000043847813,0.000008290317,0.000012346907,0.000005850276,0.9968246,0.001520827,0.00057500845,0.0004854719,0.000007710766],"about_ca_topic_score_codex":0.008673451,"about_ca_topic_score_gemma":0.0056131016,"teacher_disagreement_score":0.008673451,"about_ca_system_score_codex":0.0003138997,"about_ca_system_score_gemma":0.00053738494,"threshold_uncertainty_score":0.017245948},"labels":[],"label_agreement":null},{"id":"W3216245495","doi":"10.3390/ecsa-8-11333","title":"Collaborative Tracking Control Strategy for Autonomous Excavation of a Hydraulic Excavator","year":2021,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excavator; Actuator; Control engineering; Control theory (sociology); MATLAB; Tracking (education); Electro-hydraulic actuator; Computer science; Position (finance); Nonlinear system; PID controller; Hydraulic cylinder; Hydraulic machinery; Engineering; Control (management); Artificial intelligence; Mechanical engineering; Temperature control","score_opus":0.01570686224715618,"score_gpt":0.24330161618344154,"score_spread":0.22759475393628537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216245495","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064222276,0.000253317,0.9293551,0.00015067378,0.00007463311,0.00006309727,0.000017565415,0.00029431056,0.0055689737],"genre_scores_gemma":[0.9795298,0.00009728509,0.017806156,0.00003611146,0.000021926991,0.00009684336,0.0000134541215,0.000008341443,0.0023900652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995497,0.00006538248,0.00003185078,0.00015417115,0.00013334058,0.000065572436],"domain_scores_gemma":[0.9994134,0.00013718623,0.00015245061,0.00004859949,0.0002014243,0.00004686559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006542453,0.00063543615,0.00082655926,0.00038744454,0.00083016563,0.00087824534,0.0012394282,0.0011529607,0.0012180704],"category_scores_gemma":[0.0008817561,0.00037238823,0.000521344,0.00030908623,0.00064109435,0.00064883684,0.0014637072,0.00050466246,0.00025174927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004261461,0.00012010527,0.0008419825,0.00031532152,0.00008888541,0.00060917233,0.00054887374,0.83827984,0.05746797,0.007467972,0.001043524,0.09279015],"study_design_scores_gemma":[0.00003372625,0.00019691183,0.00023890179,0.000008471605,0.000017835699,0.000044813976,0.000028585315,0.9948317,0.0033528754,0.00061315746,0.00061894086,0.0000140097245],"about_ca_topic_score_codex":0.004903481,"about_ca_topic_score_gemma":0.0031025626,"teacher_disagreement_score":0.004903481,"about_ca_system_score_codex":0.0004461029,"about_ca_system_score_gemma":0.00079369394,"threshold_uncertainty_score":0.009749889},"labels":[],"label_agreement":null},{"id":"W377293540","doi":"","title":"Étude de paramétrisation de l’écoulement dans des composants de circuit de transmission de puissance pneumatique","year":2012,"lang":"fr","type":"dissertation","venue":"theses.fr (ABES)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.029251648772336946,"score_gpt":0.270522002116542,"score_spread":0.24127035334420505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W377293540","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20505139,0.0004944662,0.7856709,0.00011335819,0.00005342461,0.00005894742,0.00032759455,0.0010140332,0.0072158664],"genre_scores_gemma":[0.8361106,0.000637442,0.15647954,0.000031565356,0.000027904907,0.0001392693,0.0006507621,0.00040051056,0.0055224225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942327,0.00014364597,0.00002467591,0.00014083147,0.00022204086,0.000045547422],"domain_scores_gemma":[0.9988763,0.0006788316,0.00010813493,0.00013280341,0.0001617879,0.000042190815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083511777,0.001099389,0.00077906833,0.0011036394,0.00046644127,0.0025855494,0.00068581547,0.0013346564,0.0038728516],"category_scores_gemma":[0.0028715082,0.00046469056,0.00096236746,0.0009069104,0.00085767836,0.0014598116,0.0005359634,0.0016176698,0.0008087122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001981594,0.00009373278,0.004929053,0.00028041302,0.00005447051,0.00029250738,0.0004292005,0.8339177,0.055041052,0.022719035,0.0007475662,0.08129709],"study_design_scores_gemma":[0.000021514756,0.00010233017,0.0028887452,0.00003832027,0.000015773458,0.0001761998,0.0000998069,0.9591127,0.02678325,0.0027464335,0.0079782605,0.00003669023],"about_ca_topic_score_codex":0.005403865,"about_ca_topic_score_gemma":0.0029171242,"teacher_disagreement_score":0.005403865,"about_ca_system_score_codex":0.0010169647,"about_ca_system_score_gemma":0.00064547174,"threshold_uncertainty_score":0.012955964},"labels":[],"label_agreement":null},{"id":"W41158240","doi":"10.5555/2349508.2349509","title":"EGR design using AHDL+CFD","year":2009,"lang":"en","type":"article","venue":"Summer Computer Simulation Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Valve actuator; Modular design; Engineering; Computational fluid dynamics; Automotive engineering; Mechanical engineering; Computer science; Simulation; Ball valve; Aerospace engineering","score_opus":0.11223631825038266,"score_gpt":0.2898460178789909,"score_spread":0.17760969962860823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W41158240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023231296,0.00016183183,0.9450694,0.0002514353,0.00011580247,0.0003051998,0.0006601492,0.0028916127,0.027313162],"genre_scores_gemma":[0.44042295,0.00045835675,0.5300596,0.0001761036,0.00004585874,0.0010578234,0.00088327954,0.0008078666,0.026088223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967027,0.000056692745,0.000018719493,0.000042143005,0.00017113457,0.000041057374],"domain_scores_gemma":[0.99973303,0.00007987495,0.000025031724,0.000037672122,0.000108118234,0.00001628993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005836121,0.0005768088,0.0009104675,0.0006704716,0.0006629754,0.0013042663,0.0013109135,0.0011925271,0.008271657],"category_scores_gemma":[0.00077637663,0.0005529831,0.0008886483,0.00032311716,0.00044074428,0.00059355143,0.0008365035,0.00086937565,0.0017708307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033959248,0.000036570174,0.00040648258,0.00012322114,0.000016518925,0.00010255147,0.00007893164,0.96203893,0.0072904173,0.010024272,0.0012347981,0.018613353],"study_design_scores_gemma":[0.000013032601,0.00001687897,0.000059599548,0.000009614028,0.0000043453165,0.000018475796,0.00001313206,0.99089867,0.002179272,0.00093291944,0.005845359,0.000008699145],"about_ca_topic_score_codex":0.00790215,"about_ca_topic_score_gemma":0.005314022,"teacher_disagreement_score":0.008271657,"about_ca_system_score_codex":0.0009091868,"about_ca_system_score_gemma":0.0019297862,"threshold_uncertainty_score":0.027671456},"labels":[],"label_agreement":null},{"id":"W4200126917","doi":"10.1016/j.engstruct.2021.113646","title":"Development and application of multi-axis hybrid simulation for seismic stability of steel braced frames","year":2021,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; University of Alberta","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Braced frame; Structural engineering; Flange; Frame (networking); Bracing; Steel frame; Engineering; Computer simulation; Stability (learning theory); Computer science; Simulation; Brace; Mechanical engineering","score_opus":0.011336523728297486,"score_gpt":0.22989218555170818,"score_spread":0.21855566182341069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200126917","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24661565,0.00023893325,0.72307664,0.00016418855,0.00013033723,0.00021814393,0.00046274884,0.002729962,0.026363483],"genre_scores_gemma":[0.9273365,0.00011856492,0.06889534,0.000026568781,0.000012811351,0.00016153132,0.00023140523,0.00018765537,0.0030295155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998223,0.000051542513,0.000010742654,0.000021780872,0.00006962591,0.000024005778],"domain_scores_gemma":[0.9994855,0.00019576363,0.000049640177,0.00006471021,0.00016415156,0.000040161325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042777415,0.0006177541,0.00059283426,0.0005068927,0.00044043537,0.0007216539,0.0011180424,0.0009532824,0.0044557047],"category_scores_gemma":[0.00094454933,0.00040453183,0.0005283537,0.00034386848,0.00037457273,0.00045367112,0.00066547777,0.00046887886,0.0005025853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045112407,0.000040646282,0.00073710846,0.000039046077,0.000018690578,0.000055167136,0.000051238298,0.9853778,0.0040508965,0.0016381484,0.00019296214,0.0077531342],"study_design_scores_gemma":[0.000004829039,0.000012855251,0.00007647837,0.0000024659469,0.0000018576881,0.0000047331537,0.000006254684,0.9987789,0.000739526,0.00012498947,0.00024503763,0.0000022014901],"about_ca_topic_score_codex":0.0074510667,"about_ca_topic_score_gemma":0.004979379,"teacher_disagreement_score":0.0074510667,"about_ca_system_score_codex":0.00043501766,"about_ca_system_score_gemma":0.000867623,"threshold_uncertainty_score":0.01490587},"labels":[],"label_agreement":null},{"id":"W4200138924","doi":"10.1115/1.4053295","title":"The Cavitation Issue in Asymmetrical Axial-Piston Pumps","year":2021,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Axial piston pump; Piston pump; Hydraulic pump; Piston (optics); Cavitation; Hydraulic cylinder; Mechanical engineering; Plunger pump; Cylinder; Variable displacement pump; Flow (mathematics); Reciprocating pump; Hydrostatic equilibrium; Radial piston pump; Hydraulic machinery; Gear pump; Compensation (psychology); Control theory (sociology); Axial-flow pump; Mechanics; Engineering; Computer science; Physics; Control (management)","score_opus":0.00794002693045551,"score_gpt":0.20020656055051478,"score_spread":0.19226653362005927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200138924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8444245,0.00049695687,0.14806537,0.0002781833,0.000035856352,0.000022729451,0.000013976445,0.00014933581,0.006513129],"genre_scores_gemma":[0.99794716,0.000048369155,0.0015461053,0.000012988223,0.0000057615434,0.000004773691,0.0000035016583,0.000006632539,0.00042468903],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953985,0.00011951999,0.000023388975,0.00007607027,0.00018497182,0.000056306904],"domain_scores_gemma":[0.99873024,0.0007875194,0.00021803247,0.00007234297,0.00016380569,0.000028126235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065961905,0.0001821117,0.00035679678,0.00020969968,0.0003526058,0.0006239881,0.00034468522,0.0007178009,0.0006814529],"category_scores_gemma":[0.0017954636,0.00017182578,0.00018678345,0.0001384698,0.0011714201,0.00055315334,0.0004511506,0.00032229206,0.0001208479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069512124,0.000099889905,0.006948645,0.0002470722,0.000032751028,0.0014133252,0.00042815314,0.0833804,0.8445689,0.031641264,0.0006635962,0.029880947],"study_design_scores_gemma":[0.000039191895,0.00037701064,0.004119827,0.000022518936,0.00002540301,0.0007627171,0.0000989936,0.7719784,0.21484378,0.0056348187,0.0020601258,0.000037199647],"about_ca_topic_score_codex":0.0004171328,"about_ca_topic_score_gemma":0.00019088287,"teacher_disagreement_score":0.0007178009,"about_ca_system_score_codex":0.00040703028,"about_ca_system_score_gemma":0.0001596683,"threshold_uncertainty_score":0.0034884214},"labels":[],"label_agreement":null},{"id":"W4205192783","doi":"10.2514/6.2022-2129","title":"Physics-Based Ejector Force Model","year":2022,"lang":"en","type":"article","venue":"AIAA SCITECH 2022 Forum","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Injector; Aerodynamics; Inertia; Mechanics; Moment of inertia; Aerodynamic force; Flow (mathematics); Physics; High fidelity; Mechanical engineering; Engineering; Classical mechanics; Acoustics","score_opus":0.0096817713956666,"score_gpt":0.2002659260412824,"score_spread":0.19058415464561582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205192783","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015904902,0.00041176117,0.8827223,0.0005125093,0.00022253324,0.00024878085,0.0020470938,0.0018237077,0.09610632],"genre_scores_gemma":[0.68093675,0.0017947691,0.1282906,0.0005506854,0.00022397428,0.0010424809,0.0040026824,0.0011032152,0.18205489],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978334,0.000020447018,0.000009653588,0.000038007754,0.00012415867,0.000024395937],"domain_scores_gemma":[0.9998178,0.000039161034,0.000015741574,0.000025787773,0.00008436806,0.000017189865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022668407,0.0006454945,0.000679771,0.000745631,0.0006433072,0.0013536357,0.0026190807,0.0018835741,0.016526643],"category_scores_gemma":[0.0006237351,0.00047888482,0.0008213143,0.000419314,0.0004934577,0.0014900245,0.001103561,0.001120658,0.005299964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045815053,0.00006921767,0.00054419047,0.00008645041,0.000017272596,0.00018616815,0.000085919455,0.924858,0.006175676,0.0454445,0.0049929083,0.017493902],"study_design_scores_gemma":[0.000009040115,0.000014328805,0.00018098328,0.000009374539,0.000004529342,0.000051508905,0.00001091012,0.98908293,0.000686568,0.0031223295,0.0068167644,0.000010823482],"about_ca_topic_score_codex":0.009806502,"about_ca_topic_score_gemma":0.0046846117,"teacher_disagreement_score":0.016526643,"about_ca_system_score_codex":0.0007588179,"about_ca_system_score_gemma":0.0015630034,"threshold_uncertainty_score":0.055287123},"labels":[],"label_agreement":null},{"id":"W4210870615","doi":"10.1002/eqe.3605","title":"Model‐based adaptive kinematic transformation method for accurate control of multi‐DOF boundary conditions in conventional tests and hybrid simulations","year":2022,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Science, ICT and Future Planning","keywords":"Kinematics; Cartesian coordinate system; Displacement (psychology); Actuator; Coordinate system; Transformation (genetics); Boundary (topology); Control theory (sociology); Boundary value problem; Computer science; Mathematics; Geometry; Mathematical analysis; Physics; Artificial intelligence; Classical mechanics; Control (management)","score_opus":0.013562955175374355,"score_gpt":0.25501462792053603,"score_spread":0.24145167274516166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210870615","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008573055,0.00004163732,0.9899513,0.000018743602,0.000013940053,0.000025954534,0.00000855777,0.00029678756,0.0010699433],"genre_scores_gemma":[0.73270017,0.00011435574,0.2644071,0.00003651792,0.000017147462,0.00027485334,0.00006899707,0.00015787022,0.0022230276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997125,0.00008380229,0.00001790267,0.00003921334,0.000121764984,0.000024757926],"domain_scores_gemma":[0.99940693,0.0002981467,0.00008535475,0.000049906634,0.00013707092,0.000022600629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006657918,0.00061701273,0.00066082773,0.00041581155,0.00032384842,0.00052242744,0.00087783585,0.00065773644,0.0025785228],"category_scores_gemma":[0.0013076053,0.0004264308,0.0004743833,0.0002651739,0.0005439397,0.0006159437,0.00068588083,0.0008147124,0.0003725819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006497317,0.00004366829,0.00048729483,0.00008963964,0.000021508587,0.00007096559,0.000103034756,0.94153756,0.013018736,0.005573112,0.00028285547,0.03870669],"study_design_scores_gemma":[0.0000028385377,0.000008663828,0.000021966747,0.0000016674161,9.3643433e-7,0.0000031400577,0.0000025008378,0.9991584,0.0005073164,0.00013130529,0.000159798,0.0000015910837],"about_ca_topic_score_codex":0.0044166646,"about_ca_topic_score_gemma":0.0034855637,"teacher_disagreement_score":0.0044166646,"about_ca_system_score_codex":0.00037331897,"about_ca_system_score_gemma":0.00075921393,"threshold_uncertainty_score":0.00878191},"labels":[],"label_agreement":null},{"id":"W4212895685","doi":"10.1177/09544062211038983","title":"Characteristic investigation of a flow-dependent inertia hydraulic converter driven by an equivalent fast switching valve","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bandwidth throttling; Inertia; Flywheel; Mechanics; Control theory (sociology); Flow (mathematics); Inertance; Engineering; Suction; Physics; Mechanical engineering; Gas compressor; Computer science; Classical mechanics","score_opus":0.01222141709619307,"score_gpt":0.21029387285070153,"score_spread":0.19807245575450846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212895685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86791134,0.00025711508,0.12087831,0.00014158392,0.00007285886,0.000081677616,0.00007577914,0.0006947714,0.009886481],"genre_scores_gemma":[0.9956786,0.000024897872,0.0034719862,0.000007482644,0.000003536702,0.000007670286,0.000011006613,0.0000048834654,0.0007899352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985397,0.00001883152,0.0000057448947,0.000026133263,0.000074247364,0.000021092937],"domain_scores_gemma":[0.9998233,0.000063597305,0.000024288865,0.000029660938,0.000041106563,0.000018078015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020079287,0.00012275357,0.00018287454,0.00022160118,0.00018226283,0.00036293227,0.0004684964,0.00023363186,0.0013450095],"category_scores_gemma":[0.00031055513,0.0001022901,0.00015235099,0.00015578615,0.00040240484,0.00035987847,0.00014198206,0.00022476885,0.00012042942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071681786,0.00016321009,0.004171229,0.00026324086,0.000031735548,0.0006198476,0.00039405774,0.042532243,0.86556166,0.022855729,0.0011389989,0.061551284],"study_design_scores_gemma":[0.000077035256,0.00091911043,0.005311845,0.000014399169,0.000024657662,0.00043038127,0.00008894296,0.755764,0.22948712,0.0022085202,0.0056301747,0.00004381649],"about_ca_topic_score_codex":0.00059411745,"about_ca_topic_score_gemma":0.0004110838,"teacher_disagreement_score":0.0013450095,"about_ca_system_score_codex":0.0002704861,"about_ca_system_score_gemma":0.00030985393,"threshold_uncertainty_score":0.004499495},"labels":[],"label_agreement":null},{"id":"W4225975035","doi":"10.1007/978-981-19-0855-2_6","title":"Hydraulic Motors","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Hydraulic motor; Computer science; Environmental science; Engineering; Mechanical engineering","score_opus":0.012980343004571687,"score_gpt":0.18298805393906853,"score_spread":0.17000771093449685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225975035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003217165,0.002545872,0.017161611,0.00034383565,0.0006281172,0.000054282624,0.0003020164,0.00091285806,0.9777297],"genre_scores_gemma":[0.0014220712,0.0011342104,0.0015898959,0.000108279346,0.000059217775,0.000021224068,0.00018464244,0.00008613975,0.99539435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969137,0.00001783879,0.000007697463,0.000058802896,0.00019724671,0.000027080912],"domain_scores_gemma":[0.9999032,0.000016536591,0.0000043941263,0.000021572223,0.00004546576,0.000008797607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017827268,0.001546454,0.00068658224,0.0014581679,0.0013245549,0.0017619671,0.00096168,0.0012557404,0.20679978],"category_scores_gemma":[0.0003818206,0.00062281906,0.0004382638,0.0013495295,0.0007335306,0.0020003153,0.0012775328,0.0017910873,0.14262456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033920056,0.000054072338,0.00007342281,0.0003350984,0.0000064064366,0.0000815608,0.0001559259,0.0010234207,0.0046942993,0.09774482,0.45105606,0.44474095],"study_design_scores_gemma":[0.0000023537498,0.000010541946,0.000101918195,0.000040948482,0.000002026402,0.00007276169,0.000018032451,0.00036884827,0.0007919639,0.0050099506,0.9935762,0.0000045557276],"about_ca_topic_score_codex":0.0017517288,"about_ca_topic_score_gemma":0.005345266,"teacher_disagreement_score":0.20679978,"about_ca_system_score_codex":0.0007464998,"about_ca_system_score_gemma":0.00076883053,"threshold_uncertainty_score":0.6918142},"labels":[],"label_agreement":null},{"id":"W4226144761","doi":"10.1007/978-981-19-0855-2_7","title":"Hydraulic Cylinders","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Position-sensing hydraulic cylinder; Telescopic cylinder; Cylinder; Piston rod; Mechanics; Piston (optics); Hydraulic cylinder; Cushion; Pneumatic cylinder; Materials science; Flow (mathematics); Rod; Mechanical engineering; Physics; Engineering; Optics","score_opus":0.016354679402841618,"score_gpt":0.190077229306142,"score_spread":0.17372254990330038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226144761","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003826079,0.0021406787,0.015859194,0.00033018456,0.00064319716,0.00004949541,0.0003086079,0.0005430383,0.97974306],"genre_scores_gemma":[0.0037009895,0.001669615,0.0029093025,0.00016934262,0.00013303876,0.00003532748,0.00027009976,0.00011475013,0.99099755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972373,0.00002153325,0.000007998745,0.00004654199,0.00017607344,0.000024160063],"domain_scores_gemma":[0.99990475,0.000018982808,0.0000042541174,0.0000231399,0.000040640232,0.000008236744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016711249,0.0012972387,0.0006188488,0.0011921234,0.0013864303,0.0019865856,0.00082831905,0.0010807196,0.15181772],"category_scores_gemma":[0.00042994923,0.0005397605,0.00042946773,0.0011278796,0.001019598,0.0022682187,0.0013150934,0.001621546,0.08962105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037236194,0.00004437242,0.00006027718,0.0003308661,0.000006278684,0.00011435708,0.00022792758,0.0019431519,0.0039632474,0.3398287,0.3358665,0.31757715],"study_design_scores_gemma":[0.0000025157901,0.000011152285,0.00007488336,0.00004172389,0.0000020115594,0.000082947634,0.000025809886,0.0005898448,0.00088828255,0.01488971,0.9833852,0.00000598277],"about_ca_topic_score_codex":0.0020988379,"about_ca_topic_score_gemma":0.004163454,"teacher_disagreement_score":0.15181772,"about_ca_system_score_codex":0.00073753716,"about_ca_system_score_gemma":0.0008779261,"threshold_uncertainty_score":0.5078809},"labels":[],"label_agreement":null},{"id":"W4226509822","doi":"10.1007/978-981-19-0855-2_8","title":"Hydraulic Pressure Control Devices","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Control (management); Hydraulic pressure; Pressure control; Computer science; Environmental science; Control engineering; Control theory (sociology); Engineering; Mechanical engineering; Artificial intelligence","score_opus":0.009824744223078408,"score_gpt":0.1865737666190507,"score_spread":0.1767490223959723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226509822","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006991401,0.0049103405,0.050011158,0.00058099494,0.001182626,0.00008824816,0.0003536981,0.0012094883,0.9409643],"genre_scores_gemma":[0.007080698,0.0037512637,0.007052171,0.00041773106,0.00026360166,0.00008154629,0.00031226728,0.0001463288,0.9808944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951315,0.00003001935,0.000012572302,0.00008272506,0.00032451306,0.00003691433],"domain_scores_gemma":[0.9999052,0.000026199436,0.0000049027035,0.000023259032,0.000034072003,0.000006322433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048871,0.0013156077,0.0006210903,0.0011027325,0.0010069525,0.0020519237,0.0012166487,0.0012076009,0.079076044],"category_scores_gemma":[0.0004274401,0.00050074264,0.00039984856,0.0010892054,0.0010600504,0.0022714292,0.0013621859,0.0015757266,0.046083815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054394666,0.000073707866,0.00006918807,0.00049039075,0.000009781618,0.00012769448,0.00026298838,0.0012453261,0.012183021,0.22068334,0.26284638,0.50195384],"study_design_scores_gemma":[0.0000050242684,0.000027388143,0.00013853287,0.00007579473,0.000004696479,0.00013241143,0.000030666593,0.0009479042,0.003177109,0.011791583,0.9836578,0.000011095378],"about_ca_topic_score_codex":0.0011928254,"about_ca_topic_score_gemma":0.0017595692,"teacher_disagreement_score":0.079076044,"about_ca_system_score_codex":0.0006220191,"about_ca_system_score_gemma":0.00067118445,"threshold_uncertainty_score":0.26453573},"labels":[],"label_agreement":null},{"id":"W4234727094","doi":"10.32920/ryerson.14645718.v1","title":"Flow-Induced Vibration of a Candu Fuel String","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vibration; Mechanics; Computational fluid dynamics; Finite element method; Coolant; Nonlinear system; Fluid–structure interaction; Fluid dynamics; Stiffness; Contact force; Engineering; Structural engineering; Mechanical engineering; Physics; Classical mechanics; Acoustics","score_opus":0.021918736132300286,"score_gpt":0.22126894638461372,"score_spread":0.19935021025231345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234727094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882684,0.0002499246,0.09530591,0.000156359,0.00006388603,0.00005291779,0.00030936857,0.00022462184,0.015368611],"genre_scores_gemma":[0.989251,0.00009408105,0.0048526116,0.000022801338,0.0000072988178,0.000047678455,0.00012198272,0.00001716665,0.0055853967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999337,0.000010810059,0.0000030396466,0.000016023045,0.000020232015,0.000016077507],"domain_scores_gemma":[0.999936,0.000020187807,0.000012986534,0.000008175677,0.000011646761,0.000010970762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016227883,0.0003241814,0.00044679808,0.00031174734,0.00042051566,0.00054565544,0.0006351907,0.0009475793,0.0014448095],"category_scores_gemma":[0.00026650634,0.0001707656,0.00048444787,0.00020215662,0.00046665475,0.00031590185,0.00047931776,0.0003966911,0.00018234452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037350317,0.000026734948,0.000994312,0.000020708838,0.000007677521,0.00012413836,0.000041533785,0.9877902,0.0059067737,0.0023161941,0.00015097648,0.002583459],"study_design_scores_gemma":[0.000002973548,0.000016184787,0.00030680353,0.0000017239012,0.000001457145,0.000009568552,0.0000090935655,0.99891067,0.00048497142,0.00012253868,0.0001309885,0.000003067172],"about_ca_topic_score_codex":0.006517563,"about_ca_topic_score_gemma":0.002501641,"teacher_disagreement_score":0.9934824,"about_ca_system_score_codex":0.00042371347,"about_ca_system_score_gemma":0.00053439784,"threshold_uncertainty_score":0.012959242},"labels":[],"label_agreement":null},{"id":"W4238064563","doi":"10.1007/978-1-4614-5491-5_200220","title":"Positive Displacement Pump","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Positive displacement meter; Displacement (psychology); Materials science; Mechanics; Physics; Psychology; Psychoanalysis","score_opus":0.022880439156063147,"score_gpt":0.2207040853678213,"score_spread":0.19782364621175816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238064563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005350253,0.007736742,0.072417855,0.0019717417,0.00238417,0.000092852766,0.0002909165,0.0011984479,0.908557],"genre_scores_gemma":[0.07800444,0.009209857,0.013027212,0.0009766584,0.0005924022,0.000080369115,0.0002888638,0.00025727585,0.89756286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996911,0.000017184835,0.0000075739463,0.00005687127,0.00019363275,0.000033558597],"domain_scores_gemma":[0.9999392,0.000013426058,0.000005365276,0.00001155808,0.000022747157,0.000007677748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019131343,0.00072412816,0.00046489298,0.000744645,0.00084064703,0.0013403791,0.00082141446,0.0006915211,0.050718658],"category_scores_gemma":[0.0003152421,0.00030982526,0.0003656362,0.00060148985,0.0011132006,0.0023164966,0.001681718,0.001198955,0.014236885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007861226,0.00005878742,0.00016630285,0.00045339082,0.0000095116075,0.00015575562,0.00015651132,0.0011657496,0.01569402,0.36911443,0.10853603,0.5044109],"study_design_scores_gemma":[0.000011752943,0.00005778638,0.0003858137,0.00010341263,0.0000098246155,0.0003856772,0.000073081166,0.0021957788,0.009038888,0.025222026,0.9624918,0.000024005241],"about_ca_topic_score_codex":0.0005809033,"about_ca_topic_score_gemma":0.000829658,"teacher_disagreement_score":0.050718658,"about_ca_system_score_codex":0.0005761818,"about_ca_system_score_gemma":0.00085115223,"threshold_uncertainty_score":0.16967082},"labels":[],"label_agreement":null},{"id":"W4238400024","doi":"10.1504/ijhm.2019.098949","title":"Engine speed reduction for hydraulic machinery using predictive algorithms","year":2019,"lang":"en","type":"article","venue":"International Journal of Hydromechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reduction (mathematics); Excavator; Computer science; Truck; Electronic speed control; Automotive engineering; Control theory (sociology); Controller (irrigation); Algorithm; Specific speed; Simulation; Engineering; Mechanical engineering; Mathematics; Control (management); Artificial intelligence","score_opus":0.011641987533534112,"score_gpt":0.2497040481721678,"score_spread":0.23806206063863367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238400024","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11282566,0.00091142167,0.8738004,0.0002057874,0.00007594669,0.00008786409,0.000049209375,0.00087658246,0.011167206],"genre_scores_gemma":[0.9585701,0.00023492255,0.03943038,0.000032484662,0.000023943116,0.00006323259,0.000040042418,0.00004181257,0.0015630514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970406,0.000058849084,0.000013318393,0.000046058154,0.00013988612,0.000037795067],"domain_scores_gemma":[0.9990766,0.0006532247,0.00010482389,0.00003661717,0.00011458914,0.000014168484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000757642,0.0006335612,0.000602647,0.0005944459,0.00034231204,0.0007238721,0.00056527054,0.00049240945,0.0013545537],"category_scores_gemma":[0.002391194,0.00028116017,0.0003511012,0.00041768493,0.0004015279,0.00050033204,0.00031070053,0.0006939972,0.00017790504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007583865,0.000036543308,0.0003238121,0.000073043855,0.0000132363575,0.000018385294,0.000018984,0.9615988,0.0025304048,0.0019144765,0.000209993,0.033186514],"study_design_scores_gemma":[0.000010805857,0.000039247738,0.00017763517,0.000005273119,0.0000074118066,0.000005385841,0.000004337578,0.9975338,0.0013495245,0.0005912576,0.00027123815,0.0000041409476],"about_ca_topic_score_codex":0.0053046467,"about_ca_topic_score_gemma":0.0040701376,"teacher_disagreement_score":0.0053046467,"about_ca_system_score_codex":0.0006104157,"about_ca_system_score_gemma":0.0007831081,"threshold_uncertainty_score":0.010547519},"labels":[],"label_agreement":null},{"id":"W4238852732","doi":"10.1109/robot.1994.351278","title":"An analytical and experimental investigation of a jet pipe controlled electropneumatic actuator","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Jet (fluid); Body orifice; Actuator; Representation (politics); Bandwidth (computing); Mechanical engineering; Computer science; Physics; Control theory (sociology); Mechanics; Engineering; Control (management); Artificial intelligence","score_opus":0.016736336703501567,"score_gpt":0.23036301461832154,"score_spread":0.21362667791481998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238852732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96571887,0.0004054169,0.028506063,0.00025832144,0.00009230344,0.00019125079,0.00012710535,0.00040161028,0.0042989715],"genre_scores_gemma":[0.98653513,0.00022264816,0.010434738,0.000033805198,0.000015860564,0.00007412279,0.00004712974,0.000016863334,0.0026197464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992255,0.00007952399,0.000028093687,0.000115608564,0.00047804197,0.00007318427],"domain_scores_gemma":[0.99907637,0.00034348865,0.00013314163,0.00009533305,0.00028008508,0.00007154867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004726913,0.00037240385,0.00037635668,0.00022653825,0.0004941793,0.00040027112,0.00077207084,0.0007025586,0.0017093779],"category_scores_gemma":[0.001484526,0.00026922594,0.00020761548,0.00016462203,0.00067088514,0.0005201061,0.00034921162,0.00039863828,0.000271309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016870051,0.00017641918,0.0005627943,0.0002530047,0.000009706988,0.0002779227,0.00030981904,0.0021861638,0.98579305,0.0006350924,0.00023007314,0.0093972115],"study_design_scores_gemma":[0.000088253895,0.0045993268,0.0068465555,0.000038493108,0.000030556446,0.0005185184,0.00022852494,0.03231211,0.94831556,0.0001845762,0.0067951567,0.00004235115],"about_ca_topic_score_codex":0.00082649937,"about_ca_topic_score_gemma":0.0008147555,"teacher_disagreement_score":0.0017093779,"about_ca_system_score_codex":0.00037631002,"about_ca_system_score_gemma":0.0004285901,"threshold_uncertainty_score":0.00571841},"labels":[],"label_agreement":null},{"id":"W4239809045","doi":"10.32920/ryerson.14645802","title":"Numerical and experimental investigations on vibration of simulated CANDU fuel bundles subjected to turbulent fluid flow","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bundle; Turbulence; Mechanics; Vibration; Coolant; Flow (mathematics); Fluid–structure interaction; Inlet; Finite element method; Computational fluid dynamics; Fluid dynamics; Large eddy simulation; Materials science; Structural engineering; Physics; Mechanical engineering; Engineering; Acoustics; Composite material","score_opus":0.01780094605045073,"score_gpt":0.2391346713749059,"score_spread":0.22133372532445517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239809045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939406,0.00003854607,0.0051250937,0.000022228985,0.000012356058,0.000009130922,0.00004292332,0.000059172413,0.000750037],"genre_scores_gemma":[0.99741924,0.000027606506,0.0021868597,0.0000036129409,0.0000017878057,0.000008945885,0.000038436698,0.0000053232293,0.0003082336],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998317,0.00002171711,0.000010764968,0.00003368793,0.00007474956,0.000027489783],"domain_scores_gemma":[0.9995863,0.00019453639,0.000056795987,0.00006333555,0.000062414016,0.00003654178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040674172,0.00036184816,0.00043485264,0.00031464428,0.00042538653,0.00028925407,0.00039344092,0.00051786745,0.0010457494],"category_scores_gemma":[0.0007581612,0.00014414698,0.00032035843,0.00024620842,0.0007331676,0.00029678614,0.00038969264,0.0002914395,0.00009062818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014037278,0.00037036135,0.016399154,0.00028804064,0.00003870084,0.00070716464,0.00068347045,0.34277788,0.612259,0.001993865,0.00038657954,0.02269205],"study_design_scores_gemma":[0.000087039836,0.0015961056,0.021322923,0.000026897756,0.000035008965,0.00020778962,0.0004504675,0.7066101,0.26814845,0.00055511954,0.00089617434,0.00006396731],"about_ca_topic_score_codex":0.0006741584,"about_ca_topic_score_gemma":0.0005685819,"teacher_disagreement_score":0.0010457494,"about_ca_system_score_codex":0.00022389468,"about_ca_system_score_gemma":0.00017785533,"threshold_uncertainty_score":0.003498435},"labels":[],"label_agreement":null},{"id":"W4239818217","doi":"10.32920/ryerson.14657070","title":"Development of a Combined-Ritz Method for Modeling 3D Acoustics in Candu Fuel Sub-Channels","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acoustics; Node (physics); Finite element method; Inlet; Acoustic impedance; Structural acoustics; Channel (broadcasting); Acoustic wave; Engineering; Mechanics; Physics; Structural engineering; Mechanical engineering; Telecommunications","score_opus":0.04193891092379753,"score_gpt":0.2775221592872611,"score_spread":0.23558324836346356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239818217","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070034876,0.00009822653,0.98906356,0.00005574576,0.00002824589,0.00006423326,0.00011470261,0.00042570356,0.0031460603],"genre_scores_gemma":[0.15719113,0.0003906645,0.8320101,0.00008550439,0.000030418003,0.0005532901,0.00040147075,0.00052618457,0.008811181],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997558,0.000055670364,0.00001148905,0.00002493525,0.00013246984,0.000019660989],"domain_scores_gemma":[0.99963677,0.00016104624,0.000038886054,0.00003716947,0.00010264965,0.000023541337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006175122,0.0007141342,0.0007147967,0.0005659288,0.000351486,0.00090337015,0.0016712595,0.0015303821,0.0038794207],"category_scores_gemma":[0.0008271391,0.0005855832,0.00085070304,0.0004650386,0.00052473263,0.00067905843,0.00096404826,0.0010148034,0.0014513576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032741784,0.00007624195,0.00095252827,0.00013950276,0.00003462307,0.00015379177,0.00013382614,0.9216176,0.016070904,0.016105471,0.0013635757,0.04331909],"study_design_scores_gemma":[0.0000029642522,0.000008988178,0.000044702414,0.000005455839,0.0000016413206,0.000020414462,0.000009966688,0.99685967,0.00091144146,0.00041824588,0.0017110133,0.000005503582],"about_ca_topic_score_codex":0.0045829657,"about_ca_topic_score_gemma":0.005763216,"teacher_disagreement_score":0.0045829657,"about_ca_system_score_codex":0.00040486146,"about_ca_system_score_gemma":0.0014047588,"threshold_uncertainty_score":0.012977958},"labels":[],"label_agreement":null},{"id":"W4240701199","doi":"10.29007/wxkg","title":"A Procedure for Performance Experimental Analysis of a Globe Control Valve","year":2018,"lang":"en","type":"paratext","venue":"EasyChair preprint","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Ministry of Power","keywords":"Reliability (semiconductor); Pressure drop; Control valves; Check valve; Flow control valve; Mathematics; Flow (mathematics); Control theory (sociology); Engineering; Mechanical engineering; Computer science; Control (management); Mechanics","score_opus":0.012026516307937427,"score_gpt":0.2573819116356839,"score_spread":0.24535539532774647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240701199","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04967016,0.0003423216,0.92781484,0.00010613462,0.0003082633,0.0018328985,0.0013852839,0.004586037,0.013953947],"genre_scores_gemma":[0.42431724,0.00037844144,0.5549327,0.00014662989,0.00008752707,0.0046601533,0.002205198,0.0010267022,0.012245374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968291,0.00037701745,0.00021537152,0.00057494274,0.0017729609,0.0002306592],"domain_scores_gemma":[0.99631244,0.00071452226,0.00018554632,0.0010917942,0.0016026013,0.000093218514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026480653,0.0013047279,0.00089738,0.001847857,0.001222674,0.0010276757,0.0013716853,0.0011009066,0.013898255],"category_scores_gemma":[0.0046508303,0.0004533795,0.00090211997,0.0011755096,0.0009175696,0.00080593076,0.0012675951,0.0014900969,0.0036489868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052587397,0.00051336206,0.0024689224,0.000910743,0.000059068196,0.0004728005,0.0008580957,0.012440345,0.7756769,0.015911985,0.0040828623,0.18607901],"study_design_scores_gemma":[0.00011934151,0.0034891255,0.0099202,0.0001422369,0.00010402007,0.0005055221,0.00028656735,0.051640816,0.86483586,0.0065259375,0.062244378,0.00018590559],"about_ca_topic_score_codex":0.0009584507,"about_ca_topic_score_gemma":0.0006549341,"teacher_disagreement_score":0.013898255,"about_ca_system_score_codex":0.0006116171,"about_ca_system_score_gemma":0.0010987505,"threshold_uncertainty_score":0.046494305},"labels":[],"label_agreement":null},{"id":"W4243292160","doi":"10.1139/tcsme-2017-0005","title":"EXPERIMENTAL COMPARISON BETWEEN PROPORTIONAL AND PWM-SOLENOID VALVES CONTROLLED SERVOPNEUMATIC POSITIONING SYSTEMS","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pulse-width modulation; Control theory (sociology); Solenoid; Solenoid valve; Computer science; Engineering; Physics; Mechanical engineering; Electrical engineering; Control (management); Voltage","score_opus":0.01767978045472259,"score_gpt":0.23752094327562273,"score_spread":0.21984116282090013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243292160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877467,0.00029106002,0.008580655,0.000050185805,0.0001612631,0.000072682815,0.00018408326,0.00017356087,0.0027397934],"genre_scores_gemma":[0.9971174,0.00008429512,0.0013598265,0.000012298125,0.000011320405,0.000023338076,0.000083821506,0.0000122024785,0.0012955512],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999183,0.00012919896,0.00007297083,0.00014328775,0.00036038997,0.000111110494],"domain_scores_gemma":[0.9984642,0.00058340206,0.0001184033,0.00015397847,0.0006078038,0.000072266754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007418147,0.0003573876,0.00031004482,0.0003454071,0.0004617535,0.0005716556,0.0009895698,0.00063301617,0.0054542464],"category_scores_gemma":[0.0019084984,0.00026364974,0.00022375617,0.00034954754,0.0005232782,0.0006234674,0.00038312722,0.0003076656,0.0004559559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003884977,0.00036139245,0.0016388881,0.0006249371,0.0000333223,0.00015379814,0.00042763815,0.0008515804,0.9662611,0.00044415923,0.0002725429,0.025045741],"study_design_scores_gemma":[0.00040351762,0.008375545,0.028574785,0.0000595214,0.00009227229,0.000344574,0.00041379352,0.011312507,0.9465076,0.00017894089,0.003690783,0.000046200497],"about_ca_topic_score_codex":0.0009820932,"about_ca_topic_score_gemma":0.0011203148,"teacher_disagreement_score":0.0054542464,"about_ca_system_score_codex":0.00031370256,"about_ca_system_score_gemma":0.00039129445,"threshold_uncertainty_score":0.018246233},"labels":[],"label_agreement":null},{"id":"W4244544993","doi":"10.1002/9783527611119.ch2","title":"Transportation","year":2007,"lang":"en","type":"other","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Slurry; Petroleum engineering; Materials science; Waste management; Environmental science; Engineering; Composite material","score_opus":0.007224761809938867,"score_gpt":0.20226666771956942,"score_spread":0.19504190590963055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244544993","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004413217,0.00044944763,0.0015489435,0.0011982538,0.0009504273,0.000063061874,0.0043299156,0.0008204052,0.99019814],"genre_scores_gemma":[0.0013392308,0.00051636616,0.00053922454,0.00020955826,0.00007606225,0.00002475312,0.0027995845,0.00021049324,0.9942847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995413,0.00003289056,0.00002097307,0.000084582025,0.00025228807,0.000068107096],"domain_scores_gemma":[0.9996333,0.00002650993,0.000014296356,0.00008159771,0.00019599228,0.00004823608],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035374198,0.00071791996,0.00039230217,0.0014018166,0.0015456319,0.0033876272,0.00089839683,0.0011147567,0.6392047],"category_scores_gemma":[0.00088323944,0.00026572184,0.00046248143,0.00197971,0.00031420693,0.0030836845,0.0017616358,0.0010317051,0.5113878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022260561,0.000030779956,0.00023272261,0.000071356866,0.0000029634134,0.000043113036,0.000071733906,0.00015591242,0.0003634391,0.0151859885,0.835557,0.1482628],"study_design_scores_gemma":[0.000001170892,0.0000028760476,0.00015547314,0.000017620077,9.0546683e-7,0.000013191356,0.000033382166,0.000041141906,0.00007837239,0.0005688574,0.99908566,0.0000015266551],"about_ca_topic_score_codex":0.011404638,"about_ca_topic_score_gemma":0.01658848,"teacher_disagreement_score":0.36079532,"about_ca_system_score_codex":0.0013409224,"about_ca_system_score_gemma":0.002262612,"threshold_uncertainty_score":0.5146307},"labels":[],"label_agreement":null},{"id":"W4247542047","doi":"10.32920/ryerson.14645718","title":"Flow-Induced Vibration of a Candu Fuel String","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vibration; Mechanics; Computational fluid dynamics; Finite element method; Nonlinear system; Coolant; Fluid–structure interaction; Engineering; Contact force; Fluid dynamics; Structural engineering; Mechanical engineering; Physics; Classical mechanics; Acoustics","score_opus":0.021918736132300286,"score_gpt":0.22126894638461372,"score_spread":0.19935021025231345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247542047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882684,0.0002499246,0.09530591,0.000156359,0.00006388603,0.00005291779,0.00030936857,0.00022462184,0.015368611],"genre_scores_gemma":[0.989251,0.00009408105,0.0048526116,0.000022801338,0.0000072988178,0.000047678455,0.00012198272,0.00001716665,0.0055853967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999337,0.000010810059,0.0000030396466,0.000016023045,0.000020232015,0.000016077507],"domain_scores_gemma":[0.999936,0.000020187807,0.000012986534,0.000008175677,0.000011646761,0.000010970762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016227883,0.0003241814,0.00044679808,0.00031174734,0.00042051566,0.00054565544,0.0006351907,0.0009475793,0.0014448095],"category_scores_gemma":[0.00026650634,0.0001707656,0.00048444787,0.00020215662,0.00046665475,0.00031590185,0.00047931776,0.0003966911,0.00018234452],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037350317,0.000026734948,0.000994312,0.000020708838,0.000007677521,0.00012413836,0.000041533785,0.9877902,0.0059067737,0.0023161941,0.00015097648,0.002583459],"study_design_scores_gemma":[0.000002973548,0.000016184787,0.00030680353,0.0000017239012,0.000001457145,0.000009568552,0.0000090935655,0.99891067,0.00048497142,0.00012253868,0.0001309885,0.000003067172],"about_ca_topic_score_codex":0.006517563,"about_ca_topic_score_gemma":0.002501641,"teacher_disagreement_score":0.006517563,"about_ca_system_score_codex":0.00042371347,"about_ca_system_score_gemma":0.00053439784,"threshold_uncertainty_score":0.012959242},"labels":[],"label_agreement":null},{"id":"W4247554385","doi":"10.32920/ryerson.14645802.v1","title":"Numerical and experimental investigations on vibration of simulated CANDU fuel bundles subjected to turbulent fluid flow","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bundle; Turbulence; Mechanics; Vibration; Coolant; Flow (mathematics); Fluid–structure interaction; Finite element method; Computational fluid dynamics; Inlet; Fluid dynamics; Large eddy simulation; Materials science; Structural engineering; Physics; Mechanical engineering; Engineering; Acoustics; Composite material","score_opus":0.01780094605045073,"score_gpt":0.2391346713749059,"score_spread":0.22133372532445517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247554385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939406,0.00003854607,0.0051250937,0.000022228985,0.000012356058,0.000009130922,0.00004292332,0.000059172413,0.000750037],"genre_scores_gemma":[0.99741924,0.000027606506,0.0021868597,0.0000036129409,0.0000017878057,0.000008945885,0.000038436698,0.0000053232293,0.0003082336],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998317,0.00002171711,0.000010764968,0.00003368793,0.00007474956,0.000027489783],"domain_scores_gemma":[0.9995863,0.00019453639,0.000056795987,0.00006333555,0.000062414016,0.00003654178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040674172,0.00036184816,0.00043485264,0.00031464428,0.00042538653,0.00028925407,0.00039344092,0.00051786745,0.0010457494],"category_scores_gemma":[0.0007581612,0.00014414698,0.00032035843,0.00024620842,0.0007331676,0.00029678614,0.00038969264,0.0002914395,0.00009062818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014037278,0.00037036135,0.016399154,0.00028804064,0.00003870084,0.00070716464,0.00068347045,0.34277788,0.612259,0.001993865,0.00038657954,0.02269205],"study_design_scores_gemma":[0.000087039836,0.0015961056,0.021322923,0.000026897756,0.000035008965,0.00020778962,0.0004504675,0.7066101,0.26814845,0.00055511954,0.00089617434,0.00006396731],"about_ca_topic_score_codex":0.0006741584,"about_ca_topic_score_gemma":0.0005685819,"teacher_disagreement_score":0.0010457494,"about_ca_system_score_codex":0.00022389468,"about_ca_system_score_gemma":0.00017785533,"threshold_uncertainty_score":0.003498435},"labels":[],"label_agreement":null},{"id":"W4249321851","doi":"10.1139/tcsme-2019-0031","title":"Experimental investigation of the vacuum actuated brake system compared with hydraulic brake system in a vehicle","year":2019,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":true,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Brake; Automotive engineering; Hydraulic brake; Hydraulic machinery; Air brake; Disc brake; Mechanical engineering; Engineering","score_opus":0.008748027249395596,"score_gpt":0.17452329717495849,"score_spread":0.16577526992556288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249321851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700963,0.00009400596,0.0017064654,0.000023827164,0.000034216748,0.000022393457,0.00010754027,0.000050393835,0.0009513948],"genre_scores_gemma":[0.9987054,0.000042653173,0.00040776966,0.0000045716442,0.0000036978267,0.000009293198,0.00004749247,0.0000061683045,0.00077293685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965596,0.000047615806,0.000020843825,0.00006730574,0.00013060706,0.00007769047],"domain_scores_gemma":[0.9992729,0.0002158398,0.00006401716,0.000089993264,0.00029825803,0.000059065987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034233995,0.00024761906,0.0003172377,0.00031794104,0.00051732745,0.00033346692,0.0007643331,0.00049752305,0.0049148416],"category_scores_gemma":[0.0008078976,0.0002417785,0.00021402015,0.00024355984,0.0004806176,0.0005239407,0.00034447073,0.00031530252,0.00042696466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021714978,0.00031643445,0.0016449587,0.00025047068,0.000018676123,0.00015203323,0.00021100699,0.0013400984,0.98644,0.00042156526,0.00018636792,0.0068468675],"study_design_scores_gemma":[0.0001474903,0.008612991,0.025778584,0.000030349938,0.000076077544,0.0002821057,0.00073605357,0.015219632,0.9461651,0.00019046568,0.0027153515,0.000045895005],"about_ca_topic_score_codex":0.0010800173,"about_ca_topic_score_gemma":0.0010542334,"teacher_disagreement_score":0.0049148416,"about_ca_system_score_codex":0.0002343576,"about_ca_system_score_gemma":0.00027281969,"threshold_uncertainty_score":0.016441822},"labels":[],"label_agreement":null},{"id":"W4250041457","doi":"10.1007/978-3-662-52991-1_115-1","title":"Schwingungen in Wärmeübertrager-Rohrbündeln","year":2018,"lang":"de","type":"book-chapter","venue":"Springer Reference Technik","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; McMaster University","funders":"","keywords":"Physics","score_opus":0.03516774218062876,"score_gpt":0.24262698482523537,"score_spread":0.2074592426446066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250041457","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040941566,0.07553013,0.012678228,0.0033692364,0.0015197523,0.00005645601,0.00037432567,0.0006045068,0.86492574],"genre_scores_gemma":[0.31023094,0.039502554,0.0106380265,0.0006561519,0.00032405852,0.0000932825,0.0006366666,0.00037845652,0.63753986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991629,0.00023616294,0.00004184216,0.00014929025,0.00021474271,0.00019503548],"domain_scores_gemma":[0.99982435,0.000053581225,0.00002173083,0.000032876724,0.0000328504,0.000034663168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007235569,0.0007291263,0.0005182109,0.00096395635,0.0019018207,0.003622706,0.0006432275,0.0014566116,0.02733901],"category_scores_gemma":[0.0007903166,0.0004165215,0.00032234183,0.0013656261,0.0015785084,0.0030735868,0.0028689955,0.0021028847,0.01075104],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012491703,0.00008623028,0.0005596412,0.000493369,0.000033843542,0.00076030457,0.0074135256,0.00300776,0.0030593649,0.6309056,0.064968236,0.28858715],"study_design_scores_gemma":[0.00000731473,0.00004048122,0.0014404315,0.00046493905,0.000011833211,0.00051983894,0.0020622073,0.00069248205,0.0014145978,0.06600894,0.9272955,0.000041455318],"about_ca_topic_score_codex":0.007017661,"about_ca_topic_score_gemma":0.011735384,"teacher_disagreement_score":0.02733901,"about_ca_system_score_codex":0.0020678432,"about_ca_system_score_gemma":0.0010712214,"threshold_uncertainty_score":0.09145808},"labels":[],"label_agreement":null},{"id":"W4254666169","doi":"10.32920/ryerson.14652285","title":"Investigations on Flow and Flow-Induced Vibration of CANDU Fuel Bundles","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bundle; Computational fluid dynamics; Flow (mathematics); Mechanics; Vibration; Fluid dynamics; Physics; Coolant; Materials science; Acoustics; Nuclear physics","score_opus":0.027179523769547638,"score_gpt":0.22397663634987985,"score_spread":0.19679711258033222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254666169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98864555,0.00011213658,0.0101184435,0.000031265525,0.000009631307,0.0000091501515,0.00003950851,0.000047769023,0.0009864703],"genre_scores_gemma":[0.994586,0.00011416507,0.0045837746,0.0000070223296,0.0000040174073,0.000011010253,0.00006250679,0.000011776845,0.0006197353],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999268,0.000009533885,0.0000031945053,0.00001774142,0.00002619463,0.00001643275],"domain_scores_gemma":[0.9998498,0.00006530364,0.00002928522,0.000016010397,0.000023585031,0.000015995014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016488203,0.00025022635,0.00036962784,0.00030172153,0.00039169026,0.00040785025,0.00024396284,0.0003628724,0.0006270545],"category_scores_gemma":[0.00035416853,0.00013396895,0.0002850178,0.00023079569,0.00046070645,0.0004691404,0.00029420585,0.0002876842,0.00008397385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044024378,0.00026343396,0.029404378,0.000255812,0.00004419409,0.0010037774,0.0006037509,0.38861814,0.53335416,0.006394404,0.00048202704,0.03913573],"study_design_scores_gemma":[0.000014201571,0.0002177458,0.0154061215,0.000010737321,0.000010937564,0.00015202946,0.00028471564,0.8862763,0.09557988,0.0008927479,0.0011170299,0.000037531085],"about_ca_topic_score_codex":0.000556967,"about_ca_topic_score_gemma":0.00043398567,"teacher_disagreement_score":0.0006270545,"about_ca_system_score_codex":0.00020334592,"about_ca_system_score_gemma":0.00020276837,"threshold_uncertainty_score":0.0020976663},"labels":[],"label_agreement":null},{"id":"W4255372135","doi":"10.1109/robot.1997.614300","title":"Accurate position control of a pneumatic actuator using on/off solenoid valves","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Solenoid; Pneumatic actuator; Actuator; PID controller; Solenoid valve; Feed forward; Servo; Computer science; Position (finance); Controller (irrigation); Valve actuator; Servomechanism; Rotary actuator; Servomotor; Electrohydraulic servo valve; Control engineering; Engineering; Mechanical engineering; Artificial intelligence; Temperature control; Control (management)","score_opus":0.02215156390593333,"score_gpt":0.21954135753775014,"score_spread":0.1973897936318168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255372135","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4160858,0.0015381282,0.57392,0.00014062267,0.00036410897,0.00011363636,0.0001068084,0.0026667737,0.0050640525],"genre_scores_gemma":[0.8676189,0.00041854676,0.12782736,0.000045400677,0.00005679606,0.000027959508,0.00007959098,0.00007734517,0.0038481574],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999569,0.000031275395,0.00003179992,0.00005168355,0.00028375981,0.000032528213],"domain_scores_gemma":[0.9996325,0.000098253826,0.00007698606,0.000058102094,0.00009647986,0.000037594473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040767845,0.00039876255,0.00035246785,0.00018689496,0.00019757572,0.0005698495,0.0006172533,0.0003324122,0.00053903885],"category_scores_gemma":[0.0007462153,0.000262513,0.00013836367,0.00014545963,0.00031543238,0.00045614326,0.00031556925,0.0003815226,0.000237407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001199727,0.000024804513,0.00027456472,0.00010889782,0.0000042683346,0.00011700513,0.000044589022,0.004269509,0.94301754,0.00065318757,0.00026732445,0.05109834],"study_design_scores_gemma":[0.00009663049,0.00075134024,0.0033583115,0.000019442801,0.000023192442,0.0007510494,0.000023198108,0.10164875,0.8792059,0.00074493437,0.013335732,0.000041623796],"about_ca_topic_score_codex":0.00063005666,"about_ca_topic_score_gemma":0.00068682793,"teacher_disagreement_score":0.00063005666,"about_ca_system_score_codex":0.00015365335,"about_ca_system_score_gemma":0.00032787176,"threshold_uncertainty_score":0.0021560192},"labels":[],"label_agreement":null},{"id":"W4256387406","doi":"10.32920/ryerson.14657070.v1","title":"Development of a Combined-Ritz Method for Modeling 3D Acoustics in Candu Fuel Sub-Channels","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acoustics; Node (physics); Acoustic impedance; Finite element method; Channel (broadcasting); Inlet; Acoustic wave; Structural acoustics; Engineering; Mechanics; Physics; Structural engineering; Mechanical engineering; Telecommunications","score_opus":0.04193891092379753,"score_gpt":0.2775221592872611,"score_spread":0.23558324836346356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256387406","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070034876,0.00009822653,0.98906356,0.00005574576,0.00002824589,0.00006423326,0.00011470261,0.00042570356,0.0031460603],"genre_scores_gemma":[0.15719113,0.0003906645,0.8320101,0.00008550439,0.000030418003,0.0005532901,0.00040147075,0.00052618457,0.008811181],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997558,0.000055670364,0.00001148905,0.00002493525,0.00013246984,0.000019660989],"domain_scores_gemma":[0.99963677,0.00016104624,0.000038886054,0.00003716947,0.00010264965,0.000023541337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006175122,0.0007141342,0.0007147967,0.0005659288,0.000351486,0.00090337015,0.0016712595,0.0015303821,0.0038794207],"category_scores_gemma":[0.0008271391,0.0005855832,0.00085070304,0.0004650386,0.00052473263,0.00067905843,0.00096404826,0.0010148034,0.0014513576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032741784,0.00007624195,0.00095252827,0.00013950276,0.00003462307,0.00015379177,0.00013382614,0.9216176,0.016070904,0.016105471,0.0013635757,0.04331909],"study_design_scores_gemma":[0.0000029642522,0.000008988178,0.000044702414,0.000005455839,0.0000016413206,0.000020414462,0.000009966688,0.99685967,0.00091144146,0.00041824588,0.0017110133,0.000005503582],"about_ca_topic_score_codex":0.0045829657,"about_ca_topic_score_gemma":0.005763216,"teacher_disagreement_score":0.0045829657,"about_ca_system_score_codex":0.00040486146,"about_ca_system_score_gemma":0.0014047588,"threshold_uncertainty_score":0.012977958},"labels":[],"label_agreement":null},{"id":"W4283314973","doi":"10.21203/rs.3.rs-1598888/v1","title":"Pressure Optimization for Hydraulic-Electric Hybrid Biped Robot Power Unit Based on Genetic Algorithm","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Ten Thousand Talent Program; Recruitment Program of Global Experts","keywords":"Genetic algorithm; Computer science; Unit (ring theory); Biped robot; Electric power; Power (physics); Robot; Optimization algorithm; Hydraulic machinery; Algorithm; Mathematical optimization; Engineering; Mechanical engineering; Artificial intelligence; Mathematics; Physics; Machine learning","score_opus":0.038956725605338485,"score_gpt":0.3238655041687676,"score_spread":0.2849087785634291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283314973","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08370688,0.000522187,0.8961086,0.0002688701,0.00010076938,0.00009480429,0.000069388676,0.00045600894,0.018672533],"genre_scores_gemma":[0.93617845,0.00017351902,0.05898049,0.00005176402,0.000033103766,0.00016599403,0.000054623564,0.000048107628,0.004313975],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999879,0.000026041442,0.000004370766,0.000027646729,0.00004208521,0.00002080982],"domain_scores_gemma":[0.99984944,0.00006806412,0.000014802744,0.000008829071,0.00004894958,0.00000988217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025150168,0.00048359222,0.00085524353,0.00037396225,0.0005174737,0.00073581684,0.00069507415,0.00089948496,0.0032414894],"category_scores_gemma":[0.0004858412,0.00033090048,0.0004350158,0.00045959585,0.00038732268,0.00039018388,0.00047568607,0.00041686487,0.00028954487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043877273,0.000033092583,0.00026796266,0.00005616165,0.00002176362,0.000042057836,0.000022639353,0.9745004,0.0022256079,0.0017759345,0.00044990613,0.020560538],"study_design_scores_gemma":[0.000007739066,0.000016215707,0.000087601366,0.0000020280413,0.0000033144381,0.000004689203,0.0000040095338,0.9992225,0.00019395124,0.00032146214,0.00013484053,0.0000016078939],"about_ca_topic_score_codex":0.0049806153,"about_ca_topic_score_gemma":0.003294119,"teacher_disagreement_score":0.0049806153,"about_ca_system_score_codex":0.0004418477,"about_ca_system_score_gemma":0.0007470517,"threshold_uncertainty_score":0.010843813},"labels":[],"label_agreement":null},{"id":"W4283820877","doi":"10.1007/978-3-031-04094-8_10","title":"Real-Time and Pseudo-Dynamic Hybrid Simulation Methods: A Tutorial","year":2022,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Substructure; Representation (politics); Computer science; Compensation (psychology); Loop (graph theory); Control engineering; Engineering; Mathematics","score_opus":0.02013816418134427,"score_gpt":0.27478617399350724,"score_spread":0.25464800981216296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283820877","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066677097,0.024180146,0.9546902,0.00025221932,0.0009463274,0.000035347897,0.00013677833,0.00087977975,0.018212318],"genre_scores_gemma":[0.048025623,0.073612705,0.73234385,0.00072312617,0.0018353714,0.0004794432,0.0012060503,0.0020383499,0.13973545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999684,0.000068437635,0.000025381134,0.000053269607,0.00015553302,0.000013447514],"domain_scores_gemma":[0.99958295,0.00025138402,0.000013224694,0.00003989268,0.00009506701,0.000017502873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007280466,0.0014627882,0.00078475196,0.00081215956,0.0001960783,0.0010318928,0.001190538,0.0011881347,0.014011477],"category_scores_gemma":[0.0009878516,0.0008929788,0.00088003755,0.001171972,0.000725688,0.0013103918,0.0010390655,0.0014440742,0.00586493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078319,0.00013386355,0.00025529077,0.001426074,0.00011719493,0.00014469352,0.00015754504,0.22529888,0.009220049,0.12144966,0.05435022,0.58736825],"study_design_scores_gemma":[0.00002287446,0.00010297676,0.00040095116,0.00040699344,0.000037748945,0.0003727589,0.000038425733,0.5376487,0.004723506,0.07992354,0.37625527,0.00006629437],"about_ca_topic_score_codex":0.0010189518,"about_ca_topic_score_gemma":0.0011626829,"teacher_disagreement_score":0.014011477,"about_ca_system_score_codex":0.0003682474,"about_ca_system_score_gemma":0.00040830363,"threshold_uncertainty_score":0.046873033},"labels":[],"label_agreement":null},{"id":"W4284884028","doi":"10.1109/itec53557.2022.9813779","title":"The Development of a Drive and Duty Cycle for a Refuse Truck in the City of Hamilton using Non-Invasive Sensors","year":2022,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Truck; Powertrain; Driving cycle; Automotive engineering; Engineering; Process (computing); Duty cycle; Computer science; Transport engineering; Power (physics); Voltage; Torque; Electrical engineering; Electric vehicle","score_opus":0.021633190124339945,"score_gpt":0.23729566495533164,"score_spread":0.21566247483099169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284884028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6632244,0.00010393077,0.31869084,0.00022739924,0.000055463104,0.00088708004,0.000728623,0.0018324832,0.014249719],"genre_scores_gemma":[0.81158084,0.0001422742,0.17821299,0.0000523405,0.0000054782085,0.0001962798,0.00049411604,0.00011614917,0.0091995895],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998659,0.000007990885,0.0000034853338,0.000025041069,0.00008475325,0.00001291275],"domain_scores_gemma":[0.99986887,0.000022540093,0.000010738002,0.0000136450235,0.000068372196,0.000015792964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014571215,0.00035309204,0.00021495989,0.00042853598,0.00033612794,0.0003585503,0.000503581,0.00031899856,0.0011634944],"category_scores_gemma":[0.0003192791,0.00020902236,0.00019729955,0.00021835612,0.00018807033,0.0002855152,0.00031572994,0.0002491311,0.00035701832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030239948,0.0003728552,0.03632463,0.00060452824,0.000047981208,0.0012337998,0.0017889463,0.058035128,0.47975543,0.0026895674,0.0021497975,0.41669494],"study_design_scores_gemma":[0.0000779071,0.0019676054,0.09609136,0.00007051718,0.00007806224,0.0013426288,0.0018391593,0.3961204,0.45411673,0.0014770966,0.046643995,0.00017439808],"about_ca_topic_score_codex":0.0068887575,"about_ca_topic_score_gemma":0.025349265,"teacher_disagreement_score":0.99311125,"about_ca_system_score_codex":0.0003934878,"about_ca_system_score_gemma":0.0010186154,"threshold_uncertainty_score":0.013697326},"labels":[],"label_agreement":null},{"id":"W4285101290","doi":"10.1109/aiiot54504.2022.9817236","title":"Detection of Faults in Electro-Hydrostatic Actuators Using Feature Extraction Methods and an Artificial Neural Network","year":2022,"lang":"en","type":"article","venue":"2022 IEEE World AI IoT Congress (AIIoT)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Leakage (economics); Fault detection and isolation; Feature extraction; Artificial neural network; Computer science; Control theory (sociology); Fault (geology); Sensitivity (control systems); Artificial intelligence; Pattern recognition (psychology); Engineering; Electronic engineering","score_opus":0.017619597905517485,"score_gpt":0.31729597301887685,"score_spread":0.2996763751133594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285101290","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21651635,0.00052433915,0.780149,0.00015657002,0.00008373639,0.000080330225,0.000098902994,0.0011157816,0.0012750734],"genre_scores_gemma":[0.85519797,0.0001984227,0.14323105,0.000047249458,0.000022032587,0.000078128476,0.00011128169,0.00001767627,0.0010961037],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971133,0.000043957785,0.000034319808,0.00007288766,0.00011348236,0.000024026793],"domain_scores_gemma":[0.99942905,0.00024072744,0.00011468916,0.00003464226,0.00016570916,0.000015087104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044039445,0.0006975769,0.00039427087,0.00093999004,0.00021086616,0.0004626759,0.00036620133,0.0006484517,0.00046305067],"category_scores_gemma":[0.0013230591,0.00016545624,0.0003462607,0.00043378095,0.00022313133,0.0006229628,0.00027202466,0.00035609677,0.00012829473],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006560202,0.0003479463,0.010110454,0.00029263255,0.00013479087,0.00036372474,0.00013958248,0.11004727,0.17912191,0.0012532257,0.000923573,0.6966089],"study_design_scores_gemma":[0.000011548488,0.00022990044,0.008354296,0.000019322011,0.000034701465,0.00018921826,0.000032351185,0.9445351,0.04553174,0.0005580449,0.00048481143,0.000018949608],"about_ca_topic_score_codex":0.001186987,"about_ca_topic_score_gemma":0.0011987248,"teacher_disagreement_score":0.001186987,"about_ca_system_score_codex":0.00040925446,"about_ca_system_score_gemma":0.0002568259,"threshold_uncertainty_score":0.0029693842},"labels":[],"label_agreement":null},{"id":"W4292122038","doi":"10.1002/eqe.3726","title":"Nonlinear backstepping hierarchical control of shake table using high‐gain observer","year":2022,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Backstepping; Control theory (sociology); Acceleration; PID controller; Controller (irrigation); Earthquake shaking table; Observer (physics); Engineering; Shake; Control engineering; Nonlinear system; Control system; Computer science; Adaptive control; Control (management); Artificial intelligence; Physics","score_opus":0.0068288836311995605,"score_gpt":0.18925871655307025,"score_spread":0.18242983292187068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292122038","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05043275,0.00013704793,0.946243,0.000052647607,0.000060529506,0.00005368502,0.000014419916,0.0004864311,0.0025194392],"genre_scores_gemma":[0.9677635,0.0000731383,0.03026388,0.000026268466,0.000011595756,0.000060223054,0.000025041842,0.000009209286,0.0017670898],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996705,0.000044615423,0.000020746991,0.00007068283,0.00015162033,0.00004189301],"domain_scores_gemma":[0.9995521,0.000109378416,0.00007958042,0.00005084978,0.00018040248,0.000027722213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047134372,0.0005200583,0.00034886942,0.00023337005,0.00025853264,0.0005297627,0.00069829257,0.00035703243,0.0010646664],"category_scores_gemma":[0.0006535651,0.00019528496,0.00029656154,0.00014552403,0.00043965114,0.0004207274,0.0005932966,0.0005896254,0.00018557736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042619725,0.00017688723,0.0018798858,0.00035383186,0.000073028576,0.00020361034,0.00042273436,0.6725643,0.15066145,0.008359408,0.0013583858,0.16352026],"study_design_scores_gemma":[0.000017896327,0.000102376966,0.00029674007,0.0000055249593,0.000005870597,0.0000071601116,0.000008708127,0.9925425,0.0063036424,0.0002665537,0.0004361958,0.0000068028453],"about_ca_topic_score_codex":0.0066538025,"about_ca_topic_score_gemma":0.0052562878,"teacher_disagreement_score":0.0066538025,"about_ca_system_score_codex":0.00043615082,"about_ca_system_score_gemma":0.00065468036,"threshold_uncertainty_score":0.013230145},"labels":[],"label_agreement":null},{"id":"W4292367379","doi":"10.1007/978-3-031-14615-2_40","title":"An Assessment of the Ultimate Pressure of Multistage Centrifugal Pumps","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Regression analysis; Mechanics; Linear regression; Limit (mathematics); Centrifugal pump; Stress (linguistics); Engineering; Structural engineering; Mathematics; Materials science; Mechanical engineering; Mathematical analysis; Physics; Statistics","score_opus":0.0077580501655079735,"score_gpt":0.23707598657942894,"score_spread":0.22931793641392095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292367379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96413535,0.0017078194,0.021688776,0.00008421961,0.000037835336,0.000042674557,0.0003008806,0.00023515258,0.011767406],"genre_scores_gemma":[0.9933149,0.00030919083,0.0026371463,0.000011800782,0.0000140893,0.0000131,0.00014269832,0.000018868352,0.0035381082],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991209,0.00010793698,0.000019002073,0.000067298985,0.0006466431,0.00003816361],"domain_scores_gemma":[0.99946064,0.000305799,0.00003124467,0.0000356268,0.00014281673,0.000023875538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067128486,0.00031078674,0.00031473127,0.00058712985,0.00037305336,0.00068834826,0.0005898277,0.0007844278,0.0014733787],"category_scores_gemma":[0.0011640176,0.00024606832,0.0002900458,0.00051574525,0.0003178159,0.00058461475,0.00046949607,0.00042703445,0.0003351833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022039292,0.00020987094,0.012162093,0.0002927529,0.00003822639,0.00029610563,0.00023743647,0.024639355,0.82050544,0.0016873796,0.0006913865,0.13703604],"study_design_scores_gemma":[0.000041338342,0.0040668547,0.15420334,0.000033690274,0.0000670651,0.0004210421,0.00021603961,0.10942441,0.7255051,0.0010417737,0.0048969393,0.00008246631],"about_ca_topic_score_codex":0.000717712,"about_ca_topic_score_gemma":0.00074449176,"teacher_disagreement_score":0.0014733787,"about_ca_system_score_codex":0.0003485142,"about_ca_system_score_gemma":0.00025564592,"threshold_uncertainty_score":0.004928887},"labels":[],"label_agreement":null},{"id":"W4293199831","doi":"10.1139/tcsme-2021-0143","title":"Flow force analysis and optimization of lock valve for heavy-duty automatic transmission","year":2022,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Control theory (sociology); Nonlinear system; Process (computing); Mechanics; Computer science; Simulation; Engineering; Physics; Artificial intelligence","score_opus":0.007146474855828331,"score_gpt":0.18951880520573122,"score_spread":0.18237233034990288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293199831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60592204,0.0003368129,0.38978788,0.00017192913,0.000029846587,0.00006342267,0.000045103763,0.00030806448,0.0033348645],"genre_scores_gemma":[0.98247796,0.000056159133,0.016972424,0.0000061972337,0.0000029224734,0.00002095146,0.000016657794,0.000014858737,0.00043196362],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998666,0.000016364016,0.000006459918,0.000021453183,0.00006702384,0.000022139582],"domain_scores_gemma":[0.9997968,0.000087047854,0.000040679966,0.000012578064,0.00005037429,0.000012490041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039917542,0.00033302628,0.0003956259,0.0004474792,0.000375657,0.0004423319,0.0003207172,0.00042188808,0.00072552235],"category_scores_gemma":[0.00067385135,0.00024035855,0.00032483882,0.00019436264,0.00029946986,0.00035150844,0.00021275687,0.00027732676,0.00007255053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015105239,0.00010431937,0.0030821606,0.00012736759,0.000017520353,0.000110386194,0.00006798336,0.88950425,0.06940061,0.0010045483,0.00021624775,0.03621355],"study_design_scores_gemma":[0.000007998764,0.000053090836,0.00071706105,0.0000019541878,0.0000040092705,0.000009013395,0.000008017826,0.99433386,0.0046525635,0.00009456183,0.00011433987,0.0000035404034],"about_ca_topic_score_codex":0.00502943,"about_ca_topic_score_gemma":0.0031948665,"teacher_disagreement_score":0.00502943,"about_ca_system_score_codex":0.00043492476,"about_ca_system_score_gemma":0.00075497956,"threshold_uncertainty_score":0.010000348},"labels":[],"label_agreement":null},{"id":"W4295706258","doi":"10.1155/2022/9692949","title":"Four-Channel Vibrating Testbed Design for Full Vehicle Durability Simulation","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Tianjin City","keywords":"Testbed; Bogie; Computer science; Simulation; SIGNAL (programming language); Transfer function; Software; Signal processing; Channel (broadcasting); Systems design; Engineering; Computer hardware; Mechanical engineering; Digital signal processing; Electrical engineering","score_opus":0.026912425218644846,"score_gpt":0.24657850819520233,"score_spread":0.2196660829765575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295706258","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13871737,0.0001374408,0.853016,0.00010152657,0.00012526078,0.0003355578,0.00020716003,0.0022247538,0.005135001],"genre_scores_gemma":[0.922316,0.00011061585,0.07452311,0.000027267659,0.000011528831,0.0004475612,0.00021588326,0.00005550626,0.002292393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958855,0.00008937671,0.000029860003,0.0000639933,0.00016596336,0.00006217734],"domain_scores_gemma":[0.99960417,0.000092978495,0.00003983072,0.00007812352,0.00012622772,0.000058762453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065851986,0.00047696233,0.0004482045,0.00049919635,0.00029173977,0.0004361689,0.0010828133,0.00056136475,0.002926228],"category_scores_gemma":[0.00081027765,0.00024040988,0.00043901333,0.00017573837,0.0003960738,0.00075675984,0.00066790014,0.0003522065,0.00035078436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005847884,0.00037267836,0.0089361,0.0005000229,0.00008002724,0.0006487806,0.00024093404,0.6104839,0.2618798,0.012926959,0.002260747,0.10108528],"study_design_scores_gemma":[0.00007342708,0.0008759129,0.0029413132,0.000023437167,0.000041951756,0.00017976697,0.000077557415,0.9277683,0.06076809,0.001415772,0.0057739895,0.000060502083],"about_ca_topic_score_codex":0.0013293377,"about_ca_topic_score_gemma":0.0007560242,"teacher_disagreement_score":0.002926228,"about_ca_system_score_codex":0.00041096902,"about_ca_system_score_gemma":0.00066617545,"threshold_uncertainty_score":0.009789228},"labels":[],"label_agreement":null},{"id":"W4296579883","doi":"10.1139/tcsme-2021-0042","title":"Logic design method and optimization of hydraulic system for heavy-duty automatic transmission","year":2022,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Hydraulic machinery; Transmission system; Transmission (telecommunications); Clutch; Torque; Genetic algorithm; Range (aeronautics); Engineering; Control logic; Control engineering; Hydraulic fluid; Pressure control; Computer science; Automotive engineering; Control theory (sociology); Mechanical engineering; Control (management); Electrical engineering","score_opus":0.0179709314364759,"score_gpt":0.2170017238790644,"score_spread":0.1990307924425885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296579883","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016823823,0.00019339546,0.976014,0.00005813401,0.000030994514,0.00008983403,0.000022272156,0.00023385572,0.006533681],"genre_scores_gemma":[0.79963183,0.00034301603,0.19524923,0.000070128954,0.000024505964,0.00033167654,0.00007233384,0.0000624354,0.004214784],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995315,0.000070391565,0.000023716872,0.00009964837,0.00022051272,0.00005420103],"domain_scores_gemma":[0.99978846,0.00006522507,0.000033763343,0.000010117601,0.00009331057,0.000009147432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006201288,0.0006719009,0.00043685714,0.00048155925,0.0005552626,0.0007746233,0.00072679983,0.00049244164,0.0025367541],"category_scores_gemma":[0.00061975425,0.00036800312,0.0004763029,0.0003240399,0.0004116426,0.0005020122,0.00045303776,0.0005024559,0.00026657493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010402156,0.0000726985,0.0007854742,0.00044250098,0.00004869542,0.00013267562,0.00021106425,0.84605813,0.034907833,0.0195445,0.000867798,0.09682453],"study_design_scores_gemma":[0.00003173892,0.00016278953,0.00025511562,0.000015228731,0.000025488302,0.00004288996,0.00002871124,0.989884,0.005305945,0.001828793,0.0024077978,0.000011410471],"about_ca_topic_score_codex":0.0042149075,"about_ca_topic_score_gemma":0.0034618669,"teacher_disagreement_score":0.0042149075,"about_ca_system_score_codex":0.00065322476,"about_ca_system_score_gemma":0.0013027901,"threshold_uncertainty_score":0.008486271},"labels":[],"label_agreement":null},{"id":"W4297981036","doi":"","title":"IMPACT OF AN UNDERSLUNG LOAD ON A HELICOPTER CONTROLLABILITY","year":2017,"lang":"en","type":"article","venue":"Civil Aviation High TECHNOLOGIES","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Controllability; Aeronautics; Computer science; Environmental science; Engineering; Mathematics; Applied mathematics","score_opus":0.014337112366831762,"score_gpt":0.2667803143798089,"score_spread":0.25244320201297715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297981036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722366,0.00013383545,0.008962707,0.00033692532,0.00016563489,0.00003170605,0.00020652951,0.00029149087,0.017634636],"genre_scores_gemma":[0.99884903,0.000013877253,0.000114359675,0.000013989389,0.0000061158084,0.000003883802,0.00003950205,0.000013292619,0.0009460623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970907,0.00003180474,0.000011476501,0.00003394591,0.000089074994,0.00012468777],"domain_scores_gemma":[0.9985415,0.00069426023,0.000092977054,0.00009679522,0.0003838112,0.00019078398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077856,0.00043802155,0.00035194488,0.0005879211,0.00092157326,0.0010723665,0.00025978836,0.000618243,0.01071351],"category_scores_gemma":[0.002615344,0.00014123078,0.00029835102,0.00013007919,0.0004286428,0.000748403,0.0008095919,0.00056204764,0.000805083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0079831,0.0010683011,0.02160754,0.00043217593,0.00021893892,0.004385501,0.0005402513,0.54815114,0.31628692,0.006002544,0.0054291156,0.08789446],"study_design_scores_gemma":[0.00009131302,0.002629356,0.06520636,0.000061313425,0.0001415849,0.0004359243,0.0013897265,0.85521805,0.06935001,0.0025504201,0.002806657,0.00011937515],"about_ca_topic_score_codex":0.007640543,"about_ca_topic_score_gemma":0.004592479,"teacher_disagreement_score":0.01071351,"about_ca_system_score_codex":0.00036945206,"about_ca_system_score_gemma":0.0004678805,"threshold_uncertainty_score":0.035840273},"labels":[],"label_agreement":null},{"id":"W4298165691","doi":"","title":"Predictions Of The Unsteady Acoustic Source And Self-Noise Of A Katana Blade","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Blade (archaeology); Noise (video); Acoustics; Computer science; Physics; Engineering; Mechanical engineering; Artificial intelligence","score_opus":0.007201372346583031,"score_gpt":0.1919149222989446,"score_spread":0.18471354995236158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298165691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.815695,0.00023146103,0.15045993,0.00062346255,0.00021215381,0.00007588356,0.00018506678,0.000584509,0.03193251],"genre_scores_gemma":[0.9894013,0.00005324754,0.003422352,0.000020500114,0.00001353385,0.000014671548,0.000037315524,0.000070286216,0.0069666826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999347,0.000012662525,0.0000026607886,0.000013093527,0.000023690669,0.0000132378045],"domain_scores_gemma":[0.9996228,0.00013715103,0.000029944067,0.00002533499,0.00012692818,0.000057844674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002638114,0.00038355787,0.00032480198,0.00026840632,0.00036230724,0.00052456156,0.00053426874,0.0010697993,0.0021075185],"category_scores_gemma":[0.0010175287,0.00039421002,0.00046175436,0.00013381727,0.0006325823,0.0005936394,0.00044847376,0.0005543211,0.0006776077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059518636,0.000031455238,0.0018114167,0.00003476893,0.00000858335,0.00020347036,0.00010595944,0.97634363,0.012975078,0.0048227347,0.00053879863,0.0030645812],"study_design_scores_gemma":[0.000004134804,0.000014992238,0.000783142,0.0000022640745,0.0000017565864,0.000013089113,0.000022832435,0.9975768,0.00081834866,0.0006102069,0.00014677305,0.0000057098237],"about_ca_topic_score_codex":0.004869584,"about_ca_topic_score_gemma":0.0036168827,"teacher_disagreement_score":0.004869584,"about_ca_system_score_codex":0.0005779664,"about_ca_system_score_gemma":0.0007700022,"threshold_uncertainty_score":0.0096824765},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4304187692","doi":"10.1139/tcsme-2022-0040","title":"Analysis of free vibration of hydraulic opposing cylinders controlled by a servo valve","year":2022,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural frequency; Vibration; Control theory (sociology); Modal analysis; Electrohydraulic servo valve; Mechanics; Rigidity (electromagnetism); Acoustics; Transmission (telecommunications); Frequency response; Shaker; Transmission system; Stiffness; Materials science; Engineering; Structural engineering; Physics; Computer science; Mechanical engineering","score_opus":0.008498917566467486,"score_gpt":0.18894917195195196,"score_spread":0.18045025438548448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304187692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86135525,0.00025170718,0.13359655,0.000096805605,0.00002754477,0.00003687525,0.00007590783,0.0002587867,0.00430056],"genre_scores_gemma":[0.9977064,0.000023787106,0.0017655612,0.000003821234,0.0000017382274,0.000007598706,0.00001364696,0.0000061206447,0.0004713988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999783,0.000028740627,0.000008818286,0.000043038766,0.000112017355,0.000024398274],"domain_scores_gemma":[0.99977714,0.00013165918,0.000027112746,0.0000154235,0.000039161383,0.000009570862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023722215,0.00024423,0.00024838184,0.00022584142,0.00018001083,0.00018071834,0.00026599737,0.0003296687,0.0008530681],"category_scores_gemma":[0.00048045523,0.00012988584,0.0002134756,0.00010109734,0.00030811122,0.00017452087,0.0001374487,0.00016292628,0.000078295154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010790118,0.00011032485,0.007868743,0.00047429703,0.000095223404,0.0009781453,0.0008684817,0.26115376,0.65398747,0.004516,0.00074299594,0.06812569],"study_design_scores_gemma":[0.0000203224,0.00017607435,0.009038706,0.000010523003,0.0000115321,0.00007687477,0.00007255446,0.968164,0.021390054,0.00044220994,0.00057690096,0.000020121972],"about_ca_topic_score_codex":0.0024321529,"about_ca_topic_score_gemma":0.0011909776,"teacher_disagreement_score":0.0024321529,"about_ca_system_score_codex":0.00017674784,"about_ca_system_score_gemma":0.00019053246,"threshold_uncertainty_score":0.004836023},"labels":[],"label_agreement":null},{"id":"W4304816524","doi":"10.3390/iecma2022-12896","title":"Energy Saving in an Autonomous Excavator via Parallel Actuators Design and PSO-Based Excavation Path Generation","year":2022,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excavator; Actuator; Computer science; Path (computing); Energy (signal processing); Automotive engineering; Control engineering; Simulation; Engineering; Mechanical engineering; Artificial intelligence; Physics; Computer network","score_opus":0.02124436574026102,"score_gpt":0.20789402084572944,"score_spread":0.18664965510546844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304816524","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030726938,0.00020699254,0.96537393,0.000109102584,0.000038309605,0.00005162072,0.000018259598,0.0002684388,0.0032063636],"genre_scores_gemma":[0.7880384,0.00018601444,0.2076528,0.00007009525,0.000017147448,0.0002524576,0.000057409623,0.000036312154,0.0036893382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998357,0.000035922785,0.000008589461,0.000041164312,0.00005510947,0.00002354809],"domain_scores_gemma":[0.99984944,0.000052879335,0.00002827222,0.000013494451,0.000042935037,0.000012986054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029537277,0.0005694757,0.000467253,0.00029635863,0.0003085954,0.00041218998,0.0007005258,0.00061031245,0.0012288796],"category_scores_gemma":[0.00050934486,0.00035311258,0.00046324896,0.00022634394,0.00034591014,0.00043605288,0.0005138622,0.00041727282,0.00017490819],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006216645,0.00002966648,0.0004120498,0.000082962186,0.000031689076,0.00008967998,0.000065033855,0.9387813,0.010117678,0.0032935892,0.0005229214,0.046511292],"study_design_scores_gemma":[0.000009650633,0.000050764676,0.00009695008,0.0000030456479,0.00000627553,0.000019368725,0.000007717621,0.9980666,0.0008321469,0.00042722834,0.00047604708,0.0000041592402],"about_ca_topic_score_codex":0.002147465,"about_ca_topic_score_gemma":0.001610661,"teacher_disagreement_score":0.002147465,"about_ca_system_score_codex":0.00024267321,"about_ca_system_score_gemma":0.00069785485,"threshold_uncertainty_score":0.004269898},"labels":[],"label_agreement":null},{"id":"W4308494299","doi":"10.1002/cjce.24753","title":"Simulation analysis of instantaneous impact on the radiant syngas cooler by rapping vibrators","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vibration; Displacement (psychology); Natural frequency; Position (finance); Engineering; Finite element method; Structural engineering; Acoustics; Physics","score_opus":0.007077700365888395,"score_gpt":0.1879695430885343,"score_spread":0.1808918427226459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308494299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96837157,0.00007511057,0.0260892,0.000054593937,0.000021998283,0.000033564655,0.00010427523,0.0002550674,0.004994561],"genre_scores_gemma":[0.99691135,0.000027375894,0.0019673705,0.0000056603903,0.0000012326433,0.00001952156,0.000024251545,0.000008660517,0.0010346477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989843,0.000024188494,0.0000039398533,0.0000137271345,0.000034293837,0.000025326537],"domain_scores_gemma":[0.99979085,0.000121257544,0.000021450165,0.000014836063,0.00003970556,0.000011954013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028865846,0.00031988203,0.00034787136,0.00033145427,0.00031541465,0.00029782098,0.00042686533,0.00069001946,0.002251032],"category_scores_gemma":[0.000345568,0.00018213739,0.00048180515,0.00016414632,0.00031785163,0.00023861584,0.00025190532,0.00023937627,0.00014662828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020766807,0.000049810584,0.003039132,0.00010439667,0.00001867605,0.0002538428,0.00014417515,0.9655677,0.024476431,0.00057782396,0.00021454046,0.0053458256],"study_design_scores_gemma":[0.000008607555,0.000072442985,0.0008064526,0.0000028494715,0.0000052586533,0.00000925406,0.000031060204,0.9961074,0.002792549,0.000045868648,0.000113414964,0.0000048611496],"about_ca_topic_score_codex":0.0050571305,"about_ca_topic_score_gemma":0.0028671722,"teacher_disagreement_score":0.0050571305,"about_ca_system_score_codex":0.00030393913,"about_ca_system_score_gemma":0.00023884713,"threshold_uncertainty_score":0.010055363},"labels":[],"label_agreement":null},{"id":"W4308567619","doi":"10.1109/dvm55487.2022.9930890","title":"Numerical Simulation of High-Temperature Gas Flow Rate Control Valve with Laval Structure by Fluid-thermal-structure Coupling","year":2022,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coupling (piping); Mechanics; Computational fluid dynamics; Flow (mathematics); Work (physics); Computer simulation; Thermal; Volumetric flow rate; Fluid dynamics; Materials science; Thermodynamics; Mechanical engineering; Physics; Engineering","score_opus":0.0026549877035994176,"score_gpt":0.17801035309347826,"score_spread":0.17535536538987884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308567619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86165583,0.0006316082,0.115754,0.0004213055,0.00017201726,0.00009259815,0.00027476382,0.0005219524,0.020475913],"genre_scores_gemma":[0.99155116,0.0001115955,0.0064650895,0.000015920725,0.000008325177,0.000043186483,0.000058206228,0.000020336447,0.0017262811],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996934,0.00006410704,0.000017607374,0.000052122876,0.00010448387,0.00006827973],"domain_scores_gemma":[0.9995931,0.00018159767,0.00007535342,0.000031871245,0.00007616927,0.00004200109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039918246,0.00053614244,0.0008105603,0.0004452307,0.0008366043,0.0008574141,0.0008456877,0.0015358969,0.0017313847],"category_scores_gemma":[0.0008024467,0.00040486435,0.00082417735,0.0004838085,0.00078139955,0.00064766954,0.00061542756,0.0005353765,0.00013122072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000530101,0.000044385255,0.0017003319,0.000054685104,0.00001870446,0.00014416278,0.000066426306,0.98941994,0.004848129,0.0016944937,0.00015881516,0.0017968968],"study_design_scores_gemma":[0.000007434875,0.000017257942,0.00025868317,0.0000018881641,0.0000029289338,0.00000819633,0.000010971019,0.99898714,0.0005031782,0.00009545654,0.00010264742,0.0000041304233],"about_ca_topic_score_codex":0.014090047,"about_ca_topic_score_gemma":0.004693645,"teacher_disagreement_score":0.014090047,"about_ca_system_score_codex":0.00067571213,"about_ca_system_score_gemma":0.0009390962,"threshold_uncertainty_score":0.02801609},"labels":[],"label_agreement":null},{"id":"W4309378127","doi":"10.1139/tcsme-2021-0192","title":"Analysis on parametric vibration of hydraulic opposing cylinders controlled by a servo valve considering pressure pulsation","year":2022,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electrohydraulic servo valve; Control theory (sociology); Nonlinear system; Natural frequency; Resonance (particle physics); Vibration; Parametric oscillator; Parametric statistics; Mechanics; Modal; Frequency response; Stiffness; Servomechanism; Physics; Engineering; Acoustics; Computer science; Mathematics; Structural engineering; Materials science; Control engineering; Mechanical engineering; Optics","score_opus":0.010275973710689073,"score_gpt":0.19717970006000204,"score_spread":0.18690372634931296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309378127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75045764,0.00025818354,0.24232738,0.00014250242,0.00002730614,0.000029526103,0.00004026636,0.00013552686,0.006581712],"genre_scores_gemma":[0.99775535,0.000034311313,0.0017808541,0.0000030113479,0.000002183635,0.0000062199865,0.0000066957973,0.000004410917,0.00040696043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986255,0.000023905784,0.000006014297,0.000026622734,0.0000636558,0.00001728663],"domain_scores_gemma":[0.99986243,0.00006875545,0.00002129668,0.000012816386,0.000027508906,0.000007119759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025541082,0.00024304344,0.00022886842,0.0001994589,0.00024507748,0.00021694435,0.00025374576,0.00029340247,0.00085665454],"category_scores_gemma":[0.0004413461,0.00012446854,0.00028311872,0.0001256937,0.0004157523,0.00027084767,0.00022801917,0.0002089331,0.000062281106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003764572,0.000071521405,0.008077031,0.00036851387,0.00008724078,0.0011902071,0.0010028706,0.67013395,0.25262117,0.015163799,0.000647113,0.050260097],"study_design_scores_gemma":[0.0000034141929,0.000038532064,0.0018087626,0.0000032309827,0.000005878541,0.000038038797,0.000039384704,0.99438804,0.0029445111,0.0005062537,0.00021604648,0.000007767743],"about_ca_topic_score_codex":0.0021985413,"about_ca_topic_score_gemma":0.0011478487,"teacher_disagreement_score":0.0021985413,"about_ca_system_score_codex":0.0001594413,"about_ca_system_score_gemma":0.00020337188,"threshold_uncertainty_score":0.0043714643},"labels":[],"label_agreement":null},{"id":"W4309455534","doi":"10.3390/act11110334","title":"Performance Assessment of a Low-Cost Miniature Electrohydrostatic Actuator","year":2022,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Engineering; Cost efficiency; Mechanical engineering; Automotive engineering; Computer science; Electrical engineering","score_opus":0.0051739675218551604,"score_gpt":0.21768119435394762,"score_spread":0.21250722683209244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309455534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879616,0.0006344916,0.00940945,0.00010644112,0.000057652895,0.000059043174,0.00017167107,0.0001614658,0.0014381473],"genre_scores_gemma":[0.9898629,0.00029952047,0.007827547,0.000026603862,0.00001603723,0.000042952404,0.000119721095,0.000019962252,0.00178474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995468,0.000040345836,0.000026826086,0.00008595144,0.0002614935,0.000038533457],"domain_scores_gemma":[0.9995845,0.00011837957,0.000071399336,0.000051569983,0.00013002308,0.00004414191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044800798,0.0003369324,0.00035091967,0.00035074507,0.00020352223,0.00044447696,0.00050309335,0.0005755731,0.0013444807],"category_scores_gemma":[0.00083741307,0.00014770361,0.0002621851,0.00019665423,0.00030507977,0.00060236536,0.0003263499,0.00026779182,0.00035026425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017801384,0.00009211021,0.0006746377,0.00019839873,0.000012979462,0.00009213832,0.00004900584,0.0015560886,0.9871285,0.00009824812,0.0001613901,0.009758475],"study_design_scores_gemma":[0.000024865507,0.0029485973,0.008159959,0.000010472578,0.00002994268,0.00023045453,0.000065598775,0.014192856,0.9715291,0.000029312198,0.002753407,0.000025331086],"about_ca_topic_score_codex":0.0003234069,"about_ca_topic_score_gemma":0.0004034954,"teacher_disagreement_score":0.0013444807,"about_ca_system_score_codex":0.00027112928,"about_ca_system_score_gemma":0.00021633356,"threshold_uncertainty_score":0.004497707},"labels":[],"label_agreement":null},{"id":"W4311105050","doi":"10.1007/978-3-031-20506-4_10","title":"Review and Evaluation of Archimedes Screw Pump Design Guidance","year":2022,"lang":"en","type":"book-chapter","venue":"Springer proceedings in energy","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Implementation; Engineering; Hydroelectricity; Drainage; Current (fluid); Mechanical engineering; Computer science; Systems engineering; Software engineering; Electrical engineering","score_opus":0.039785231864923366,"score_gpt":0.24642506930423733,"score_spread":0.20663983743931397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311105050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009117422,0.98851776,0.0039282166,0.0008243395,0.000526208,0.000014395874,0.00007595044,0.000042603362,0.0051587992],"genre_scores_gemma":[0.009491769,0.98000413,0.005491458,0.00068733003,0.00044208567,0.000021711867,0.00018685046,0.00003292773,0.0036417728],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986369,0.00018873494,0.00015519671,0.0001902903,0.000779964,0.00004887511],"domain_scores_gemma":[0.99657094,0.0017262154,0.0003191539,0.000103304104,0.0012065207,0.000073882344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027668208,0.00067756674,0.0010356486,0.0035280136,0.00031298056,0.002292185,0.0017436642,0.0012689458,0.0065385643],"category_scores_gemma":[0.0044804383,0.00057359965,0.0006103229,0.004735027,0.00078509975,0.0024448214,0.0008705835,0.00094637886,0.0022720096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001191191,0.000039071005,0.00019944587,0.013043619,0.00005572207,0.000044056167,0.000052963584,0.0014937129,0.002191077,0.0063766455,0.016069235,0.96031535],"study_design_scores_gemma":[0.000020332693,0.00025781704,0.0010208293,0.0046887044,0.0001367944,0.00029004485,0.000097682496,0.0009892584,0.004256942,0.0022233909,0.985973,0.000045174886],"about_ca_topic_score_codex":0.0020470445,"about_ca_topic_score_gemma":0.0035395676,"teacher_disagreement_score":0.0065385643,"about_ca_system_score_codex":0.0011882824,"about_ca_system_score_gemma":0.0031810226,"threshold_uncertainty_score":0.021873713},"labels":[],"label_agreement":null},{"id":"W4311365106","doi":"10.3390/wind2040041","title":"Pre-Charge Pressure Estimation of a Hydraulic Accumulator Using Surface Temperature Measurements","year":2022,"lang":"en","type":"article","venue":"Wind","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Innovationsfonden","keywords":"Hydraulic accumulator; Accumulator (cryptography); Leakage (economics); Automotive engineering; Control theory (sociology); Environmental science; Computer science; Nuclear engineering; Engineering; Mechanical engineering; Algorithm","score_opus":0.031618390498926306,"score_gpt":0.2565395383781508,"score_spread":0.2249211478792245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311365106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5342203,0.00037062468,0.4582024,0.00016352329,0.00017597426,0.00013459039,0.00031382087,0.002077164,0.0043415953],"genre_scores_gemma":[0.96931577,0.000093949646,0.029595504,0.000019970248,0.000014997017,0.000029889683,0.00007420414,0.00002615913,0.00082957646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997569,0.000024224773,0.000014263381,0.00006680756,0.000119045806,0.000018767074],"domain_scores_gemma":[0.99955064,0.00014070026,0.000075637414,0.000049247217,0.00016237679,0.0000212735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025372035,0.00047086662,0.00043467132,0.0004421685,0.0003186256,0.00066984573,0.0005010257,0.00050025503,0.00073830824],"category_scores_gemma":[0.0011504535,0.00023118065,0.00020464971,0.0003283973,0.0002285433,0.0008216168,0.00044977566,0.00043591158,0.00039527152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006639615,0.0002385379,0.036894917,0.0005282977,0.0000838348,0.00045180973,0.00052330736,0.12004837,0.50167924,0.0011690499,0.0016373682,0.3360813],"study_design_scores_gemma":[0.00003740887,0.00040177075,0.027481264,0.00003189404,0.000040405528,0.00020577078,0.00013118262,0.7161872,0.2526387,0.0004909354,0.0022904645,0.000063002764],"about_ca_topic_score_codex":0.0012507121,"about_ca_topic_score_gemma":0.0020463977,"teacher_disagreement_score":0.0012507121,"about_ca_system_score_codex":0.00022493223,"about_ca_system_score_gemma":0.00054782326,"threshold_uncertainty_score":0.002486825},"labels":[],"label_agreement":null},{"id":"W4312800313","doi":"10.23977/jemm.2022.070405","title":"Design Optimization of an Electric Positioning Mechanism","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Thrust; Actuator; Frame (networking); Power (physics); Electromagnet; Engineering; Position (finance); Mechanical engineering; Automotive engineering; Computer science; Electrical engineering; Magnet; Physics","score_opus":0.0065890721576283276,"score_gpt":0.18214766418656525,"score_spread":0.17555859202893692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312800313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032381896,0.000857746,0.9411542,0.00015172378,0.00011966383,0.00017820884,0.000074646494,0.0003685698,0.024713406],"genre_scores_gemma":[0.7730826,0.00084074034,0.21040158,0.000066391585,0.000040425908,0.0005286782,0.00011685773,0.00007802285,0.014844688],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996834,0.000044119257,0.000018265095,0.00007102918,0.0001416669,0.0000416012],"domain_scores_gemma":[0.9997876,0.00003868798,0.000055532677,0.000024300996,0.00008031411,0.000013525607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057521556,0.0008865724,0.00065792823,0.0008868665,0.00040144217,0.0009244177,0.0010728289,0.0010336166,0.0043813526],"category_scores_gemma":[0.0006517585,0.00045108097,0.0005690568,0.00054695277,0.00036609016,0.00057228253,0.0006464787,0.00028422623,0.0010588639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002084656,0.00009983572,0.0012748651,0.0010744843,0.00008914301,0.00051898666,0.00015493059,0.69604385,0.11996645,0.03980943,0.0022558991,0.13850363],"study_design_scores_gemma":[0.00011055955,0.0008016007,0.0012418608,0.00008677572,0.000105211824,0.00038275486,0.00007917198,0.9493312,0.017833594,0.0036621185,0.026306747,0.00005842515],"about_ca_topic_score_codex":0.00065238954,"about_ca_topic_score_gemma":0.0004543943,"teacher_disagreement_score":0.0043813526,"about_ca_system_score_codex":0.00041942034,"about_ca_system_score_gemma":0.00079002255,"threshold_uncertainty_score":0.01465708},"labels":[],"label_agreement":null},{"id":"W4313022858","doi":"10.1115/fpmc2022-88614","title":"The Use of Additive Manufactured Plastic in Small-Scale Poppet Valves and Pressure Vessels","year":2022,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"3d printed; Materials science; Acrylonitrile butadiene styrene; Mechanical engineering; 3D printing; Ultimate tensile strength; Composite material; Stereolithography; Pressure vessel; Actuator; Engineering drawing; Computer science; Biomedical engineering; Engineering","score_opus":0.017326048360911193,"score_gpt":0.18991675394900762,"score_spread":0.17259070558809642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313022858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98281074,0.0008059687,0.014432768,0.00005195412,0.000047795824,0.000036200916,0.00007068435,0.00018860165,0.0015553532],"genre_scores_gemma":[0.98955345,0.00022397755,0.009528083,0.000019834068,0.000008365396,0.000009431885,0.00002464269,0.000021143118,0.0006110486],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940574,0.00011814909,0.00004494315,0.00008015911,0.0003108954,0.000040034614],"domain_scores_gemma":[0.99860865,0.0005026815,0.0004633456,0.00021494948,0.00014341314,0.00006696602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050575053,0.0003074047,0.00015524919,0.00034718326,0.00017660667,0.0007045265,0.00035523874,0.0003764347,0.00068464456],"category_scores_gemma":[0.001237496,0.00020156553,0.00031436273,0.00018019922,0.00034156276,0.0003847633,0.00035171412,0.0003037268,0.00026615895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050777904,0.000040489194,0.0007637591,0.000115865776,0.000014878333,0.00026490647,0.00005573799,0.0018745285,0.98710805,0.00014126755,0.000046441593,0.009523269],"study_design_scores_gemma":[0.0000032323032,0.00033460418,0.0033984962,0.0000074088493,0.0000146445855,0.0002747412,0.000022711674,0.0022184323,0.9926092,0.000030493076,0.0010755399,0.000010561991],"about_ca_topic_score_codex":0.0001178104,"about_ca_topic_score_gemma":0.00020791184,"teacher_disagreement_score":0.0007045265,"about_ca_system_score_codex":0.00017322887,"about_ca_system_score_gemma":0.000096982505,"threshold_uncertainty_score":0.0026746988},"labels":[],"label_agreement":null},{"id":"W4313141095","doi":"10.1130/abs/2022am-383391","title":"ASSESSING LATERAL AND VERTICAL HYDRAULIC CONNECTIVITY IN A MULTI-LAYERED CARBONATE BEDROCK AQUIFER USING DYNAMIC HYDRAULIC HEAD MONITORING","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Aquifer; Bedrock; Geology; Head (geology); Hydraulic head; Carbonate; Geotechnical engineering; Petroleum engineering; Geomorphology; Groundwater","score_opus":0.04112391951655737,"score_gpt":0.2895849177512035,"score_spread":0.24846099823464612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313141095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992501,0.0000037585594,0.00039360303,0.0000069610387,6.8504806e-7,0.0000041026324,0.00007559766,0.000014912617,0.00025010007],"genre_scores_gemma":[0.9992311,0.0000053805516,0.00060999976,0.0000020648088,5.9946217e-7,0.0000028459522,0.000059890164,0.00000156155,0.000086467895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999908,0.000005907137,0.0000057416773,0.00003101779,0.00002283948,0.000026521462],"domain_scores_gemma":[0.9997943,0.000054800916,0.000029331362,0.000009316418,0.00007049904,0.000041671894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001900415,0.00020432507,0.00022426622,0.00071256683,0.00056576566,0.0004688985,0.00047085134,0.00028044643,0.00060156756],"category_scores_gemma":[0.00039902155,0.00022914047,0.00015556498,0.00064944255,0.0003157405,0.00041601458,0.00044360437,0.00016673004,0.000060484075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005291173,0.00031947566,0.86742806,0.00004157347,0.00008415934,0.00046709913,0.00044736717,0.024671944,0.07608702,0.00027151636,0.00025314867,0.029399538],"study_design_scores_gemma":[0.000038297014,0.0001740093,0.85235596,0.0000059213135,0.000046125027,0.00012414316,0.00046217212,0.14033408,0.0060892296,0.00014764993,0.00019332494,0.000028969178],"about_ca_topic_score_codex":0.07556697,"about_ca_topic_score_gemma":0.13894592,"teacher_disagreement_score":0.07556697,"about_ca_system_score_codex":0.0007689862,"about_ca_system_score_gemma":0.00093704095,"threshold_uncertainty_score":0.15025425},"labels":[],"label_agreement":null},{"id":"W4313327806","doi":"10.3390/math11010168","title":"Control of a Hydraulic Generator Regulating System Using Chebyshev-Neural-Network-Based Non-Singular Fast Terminal Sliding Mode Method","year":2022,"lang":"en","type":"article","venue":"Mathematics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"King Abdulaziz University","keywords":"Control theory (sociology); Terminal sliding mode; Sliding mode control; Robustness (evolution); Robust control; Nonlinear system; Lyapunov function; Artificial neural network; Lyapunov stability; Computer science; Feedback linearization; Control system; Control engineering; Mathematics; Engineering; Control (management); Physics","score_opus":0.01838289635189082,"score_gpt":0.24867547056379968,"score_spread":0.23029257421190885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313327806","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11968334,0.0002952856,0.87283576,0.0001800512,0.00009624762,0.00006752345,0.00002898536,0.0003132635,0.0064995373],"genre_scores_gemma":[0.9852228,0.00011285748,0.012896931,0.000023880528,0.000015376621,0.000049285823,0.000016271691,0.0000056877225,0.0016567892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985707,0.000036039637,0.000010045185,0.000032847867,0.000047476737,0.000016596274],"domain_scores_gemma":[0.99984765,0.000054872617,0.000034999408,0.000008863104,0.000044735905,0.000008853085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003550813,0.00038225838,0.00039110612,0.00017456348,0.00030237925,0.00045138464,0.0005346271,0.00051526545,0.0008023439],"category_scores_gemma":[0.00040038486,0.00015361718,0.00028368828,0.0001715063,0.00050544477,0.00030020848,0.0003553468,0.0003413897,0.00007355998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013059704,0.000049940336,0.00046978836,0.00015116586,0.000041908086,0.00020752805,0.00013824229,0.9240895,0.032805376,0.0059372764,0.0004990499,0.035479616],"study_design_scores_gemma":[0.000005476108,0.00004160415,0.000089249515,0.0000018980701,0.0000037250372,0.0000068249537,0.0000030467102,0.99878603,0.00080281374,0.00014993595,0.00010701529,0.0000023922341],"about_ca_topic_score_codex":0.0051911953,"about_ca_topic_score_gemma":0.0037674804,"teacher_disagreement_score":0.0051911953,"about_ca_system_score_codex":0.0003558592,"about_ca_system_score_gemma":0.00053252536,"threshold_uncertainty_score":0.010321975},"labels":[],"label_agreement":null},{"id":"W4313400304","doi":"10.1007/s12206-022-1207-2","title":"Root cause detection of leakage in check valves using multi-scale signal analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Mechanical Science and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Leakage (economics); Engineering; Vibration; Root cause analysis; Time domain; Downtime; Frequency domain; Root cause; Electronic engineering; Computer science; Acoustics; Reliability engineering","score_opus":0.018461237930608033,"score_gpt":0.25426866266892695,"score_spread":0.23580742473831892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313400304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68094367,0.0010593993,0.31378454,0.0002757332,0.00018301191,0.0000819772,0.0003476452,0.0016636321,0.0016602807],"genre_scores_gemma":[0.9795902,0.00011672057,0.019686308,0.00003985757,0.000038940732,0.000013981598,0.00010685692,0.000040926887,0.00036627424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969304,0.000046807763,0.000023445555,0.00006672453,0.00012401694,0.000045947134],"domain_scores_gemma":[0.9990753,0.00040824295,0.00015899974,0.00006437608,0.00022946589,0.000063584885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036751755,0.0006147159,0.0004813369,0.0014870437,0.0002833785,0.00050177105,0.0003442872,0.0007573803,0.0009534727],"category_scores_gemma":[0.001470084,0.00017259065,0.0003311157,0.0005305654,0.00021845504,0.0005391005,0.00042698215,0.0004238573,0.00029739793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024823446,0.0005715679,0.07550332,0.00057013443,0.00021573,0.0026819664,0.00041249214,0.018358842,0.48951527,0.0012439765,0.0026014997,0.40584278],"study_design_scores_gemma":[0.00008180683,0.0009031624,0.15689677,0.00006413515,0.00021484008,0.0023004904,0.00033834612,0.74201673,0.09367083,0.0013947664,0.0020186114,0.000099502664],"about_ca_topic_score_codex":0.0006814464,"about_ca_topic_score_gemma":0.0009309195,"teacher_disagreement_score":0.0014870437,"about_ca_system_score_codex":0.00013606086,"about_ca_system_score_gemma":0.00023396735,"threshold_uncertainty_score":0.003189683},"labels":[],"label_agreement":null},{"id":"W4313815605","doi":"10.21203/rs.3.rs-2266669/v1","title":"Temperature and Frequency Dependent Nonlinearities of an Integrated Hydro-Pneumatic System with Mixed Gas-Oil Emulsion Flow","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Hysteresis; Materials science; Polytropic process; Emulsion; Suspension (topology); Stiffness; Mechanics; Volume fraction; Nonlinear system; Seal (emblem); Hydraulic fluid; Flow (mathematics); Volume (thermodynamics); Thermodynamics; Composite material; Chemistry; Hydraulic machinery; Physics","score_opus":0.032623082316175264,"score_gpt":0.29432293551774513,"score_spread":0.26169985320156985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313815605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925512,0.000053623626,0.006797545,0.000023011735,0.000009142583,0.0000106315265,0.000022734359,0.000073967865,0.00045817316],"genre_scores_gemma":[0.99938,0.000010322561,0.00040931784,0.0000022100157,8.2554067e-7,0.0000043125656,0.000009719638,0.0000018827019,0.00018142049],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998079,0.000029290111,0.000011206005,0.00004235229,0.00008122598,0.000027970578],"domain_scores_gemma":[0.99975806,0.00009889777,0.000049258048,0.00002053244,0.00005781113,0.0000154958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003279177,0.0002550694,0.00029982065,0.00021060718,0.00021541474,0.00023382639,0.00028773193,0.0003008457,0.00074140093],"category_scores_gemma":[0.0003876472,0.0001561115,0.00025605527,0.00009914545,0.00036087394,0.0002694455,0.00027111583,0.00020147504,0.0001667383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058099383,0.0001321602,0.005657926,0.00015531892,0.000044330776,0.00038539278,0.00025230233,0.064433806,0.9161765,0.00021321127,0.00013673944,0.011831253],"study_design_scores_gemma":[0.000037705955,0.0011927887,0.020122198,0.000018807696,0.00005014482,0.00014767758,0.00012497045,0.6486785,0.3288079,0.00011205026,0.0006709366,0.000036273603],"about_ca_topic_score_codex":0.0009830742,"about_ca_topic_score_gemma":0.0009568184,"teacher_disagreement_score":0.0009830742,"about_ca_system_score_codex":0.00025697923,"about_ca_system_score_gemma":0.00015611642,"threshold_uncertainty_score":0.0024802089},"labels":[],"label_agreement":null},{"id":"W4317633793","doi":"10.2514/6.2023-2074","title":"Spring-Based Approach for Rapid Modeling of Ejector-Store Interaction","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Spring (device); Injector; Computer science; Automotive engineering; Engineering; Mechanical engineering","score_opus":0.031063429892448063,"score_gpt":0.24693988747529821,"score_spread":0.21587645758285015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633793","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014172733,0.00032811618,0.9506966,0.0002904792,0.00024340588,0.00020459315,0.000896213,0.0023564345,0.030811435],"genre_scores_gemma":[0.50225466,0.0015557682,0.37863842,0.00037107605,0.0002547046,0.0013242019,0.0018178127,0.0023560908,0.11142731],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998441,0.000026089177,0.000010583297,0.00002759203,0.00006873983,0.000022854732],"domain_scores_gemma":[0.9997657,0.00008066129,0.000023317125,0.000027554659,0.000079971396,0.00002271386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030231843,0.0009655632,0.00069291895,0.0006108435,0.00075749244,0.0012285484,0.0021957115,0.0024001868,0.017886141],"category_scores_gemma":[0.0006642194,0.0007660507,0.0011307746,0.00045640528,0.00046707172,0.00092538976,0.001208693,0.0014289587,0.0046951403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031831714,0.00006375812,0.000606525,0.000102764425,0.000026835813,0.0002798034,0.000105046514,0.9577293,0.008093121,0.016025871,0.003279639,0.0136555685],"study_design_scores_gemma":[0.000004283267,0.0000074781406,0.000061882696,0.000006317027,0.0000029215303,0.000018285531,0.000010899605,0.99461067,0.0003896208,0.0008584919,0.0040243426,0.0000047946305],"about_ca_topic_score_codex":0.013062982,"about_ca_topic_score_gemma":0.012246684,"teacher_disagreement_score":0.017886141,"about_ca_system_score_codex":0.0006289443,"about_ca_system_score_gemma":0.0014711658,"threshold_uncertainty_score":0.059835076},"labels":[],"label_agreement":null},{"id":"W4317677031","doi":"10.1139/tcsme-2022-0064","title":"Design, modeling, and simulation of a novel transducer for vibration energy recovery system of speed bump","year":2023,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transducer; Vibration; Acceleration; Acoustics; Time domain; Decoupling (probability); Displacement (psychology); Coupling (piping); Engineering; MATLAB; Control theory (sociology); Computer science; Physics; Control engineering; Mechanical engineering","score_opus":0.028257176876029817,"score_gpt":0.2126951421740256,"score_spread":0.18443796529799578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317677031","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077233545,0.00022912661,0.9143621,0.0001633925,0.00009941029,0.00019844863,0.00010927022,0.0017652316,0.005839648],"genre_scores_gemma":[0.9072593,0.0002476289,0.086686976,0.000035332192,0.000015546379,0.00031089882,0.0001043974,0.000047654787,0.005292271],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997701,0.000032990363,0.000013526285,0.000043193642,0.00011841318,0.000021753101],"domain_scores_gemma":[0.9998746,0.00003201461,0.000022122538,0.000015168231,0.000047064987,0.000008908528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029062902,0.00035939197,0.00042740584,0.0002525185,0.0003591856,0.00042201334,0.0008541946,0.0006882875,0.0025138287],"category_scores_gemma":[0.00033691374,0.00026219632,0.0003871492,0.00015834514,0.0002858197,0.00060975086,0.00036030088,0.000394058,0.00035670973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041922866,0.00013447826,0.0034482095,0.00071809994,0.00009068215,0.0007644987,0.0005512457,0.6344979,0.26154917,0.015597261,0.0019783857,0.08025092],"study_design_scores_gemma":[0.00003075139,0.00021366062,0.00043510762,0.000010866746,0.000024531084,0.00009996925,0.000026062698,0.9774955,0.01822899,0.00042705258,0.0029949849,0.00001251102],"about_ca_topic_score_codex":0.0023860876,"about_ca_topic_score_gemma":0.001409206,"teacher_disagreement_score":0.0025138287,"about_ca_system_score_codex":0.00030985926,"about_ca_system_score_gemma":0.00069659465,"threshold_uncertainty_score":0.00840956},"labels":[],"label_agreement":null},{"id":"W4319779146","doi":"10.1115/imece2022-96406","title":"Vibration Control of a Cantilever Beam Using Reduced Model","year":2022,"lang":"en","type":"article","venue":"Volume 5: Dynamics, Vibration, and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cantilever; Vibration; Finite element method; Beam (structure); Control theory (sociology); Reduction (mathematics); Vibration control; Realization (probability); Linear-quadratic regulator; Eigenvalues and eigenvectors; Optimal control; Computer science; Engineering; Structural engineering; Mathematics; Physics; Acoustics; Mathematical optimization; Control (management); Geometry","score_opus":0.006233535737169425,"score_gpt":0.18201584669890472,"score_spread":0.1757823109617353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319779146","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11086714,0.00019130272,0.88016766,0.00017672524,0.000043666045,0.00003829727,0.000096307704,0.0004222786,0.007996602],"genre_scores_gemma":[0.96617,0.00010010968,0.030830296,0.000026826572,0.0000071403424,0.0000644528,0.00007632107,0.000018849183,0.0027061019],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989104,0.000028279652,0.0000036968047,0.00001929465,0.00004739809,0.000010211743],"domain_scores_gemma":[0.99991846,0.000029316603,0.000010602288,0.000013063119,0.000024967103,0.0000036014997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018467431,0.00029639367,0.00039811514,0.00017682875,0.00016183333,0.00033571193,0.0004075706,0.00039119693,0.0019080807],"category_scores_gemma":[0.00023559744,0.0001651385,0.00034119858,0.00009760477,0.00024162159,0.00023151728,0.00023875333,0.00029549867,0.00024706556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010902429,0.00004644761,0.0004579417,0.00010908078,0.000041226114,0.00010172052,0.000078046,0.8605916,0.104973085,0.0090106595,0.00060868106,0.02387249],"study_design_scores_gemma":[0.0000046738387,0.00003303905,0.00011115642,0.000002288752,0.0000030525991,0.000006302739,0.0000039485944,0.99803287,0.0010867534,0.0004435153,0.00027039347,0.0000020826926],"about_ca_topic_score_codex":0.0023057438,"about_ca_topic_score_gemma":0.0018427506,"teacher_disagreement_score":0.0023057438,"about_ca_system_score_codex":0.00021436364,"about_ca_system_score_gemma":0.00032201596,"threshold_uncertainty_score":0.0063831806},"labels":[],"label_agreement":null},{"id":"W4319938126","doi":"10.1007/978-3-031-23149-0_3","title":"Performance Study of Vertical Submersible Pump in Terms of Induced Loads and Vibrations","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Impeller; Diffuser (optics); Vibration; Sizing; Drive shaft; Submersible pump; Engineering; Centrifugal pump; Axial-flow pump; Head (geology); Torque; Gear pump; Progressive cavity pump; Specific speed; Hydraulic pump; Mechanics; Mechanical engineering; Structural engineering; Axial piston pump; Radial piston pump; Physics; Acoustics; Reciprocating pump; Geology","score_opus":0.021804789447833962,"score_gpt":0.21666536544907802,"score_spread":0.19486057600124407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319938126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892138,0.0011850044,0.07786628,0.00034461232,0.000083155704,0.000034025736,0.00021748837,0.0003730923,0.030682497],"genre_scores_gemma":[0.99764675,0.000103161685,0.0005773847,0.000006266277,0.0000069860585,0.0000058059973,0.0000309692,0.000013071805,0.0016096109],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997296,0.00008502299,0.000008798092,0.000037654605,0.00007960829,0.000059333885],"domain_scores_gemma":[0.9993062,0.0004421655,0.000058277106,0.000032186254,0.00013800066,0.00002325308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003999675,0.00039101572,0.0005041175,0.00021087925,0.00036214027,0.0007124348,0.00033295708,0.0005266562,0.0023439284],"category_scores_gemma":[0.000888184,0.0001235851,0.00031880307,0.0002673092,0.00037866336,0.00039962507,0.00038656424,0.0002736181,0.00029075623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015441363,0.00012266786,0.0023448733,0.00045958505,0.000072129835,0.00031923727,0.00018145757,0.84222895,0.11188468,0.0068739536,0.0014495543,0.032518808],"study_design_scores_gemma":[0.000009642387,0.00041093386,0.0024496035,0.0000107990945,0.000024327644,0.000050284172,0.00007671261,0.9821786,0.013962986,0.00046926382,0.0003426659,0.000014103089],"about_ca_topic_score_codex":0.00233016,"about_ca_topic_score_gemma":0.0010410199,"teacher_disagreement_score":0.0023439284,"about_ca_system_score_codex":0.0003593522,"about_ca_system_score_gemma":0.0003123346,"threshold_uncertainty_score":0.007841229},"labels":[],"label_agreement":null},{"id":"W4320351728","doi":"10.1016/j.engfailanal.2023.107069","title":"Failure analysis of auxiliary support bearing/shaft tribopair in seawater hydraulic axial piston pump","year":2023,"lang":"en","type":"article","venue":"Engineering Failure Analysis","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Beijing Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Bearing (navigation); Cylinder block; Cylinder; Piston (optics); Inertia; RADIUS; Nonlinear system; Axial piston pump; Structural engineering; Engineering; Mechanics; Materials science; Mechanical engineering; Hydraulic pump; Computer science; Physics","score_opus":0.007013498854740898,"score_gpt":0.21005940169622972,"score_spread":0.20304590284148882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320351728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630727,0.0001243184,0.03483671,0.00003055218,0.000013938949,0.000018713774,0.00007182533,0.00021611697,0.0016152173],"genre_scores_gemma":[0.9984451,0.000020501211,0.0007338312,0.000002699457,0.0000015738061,0.000005129053,0.000026950082,0.000010719326,0.00075355434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99963486,0.0000668203,0.000023028573,0.000051704905,0.00015156565,0.00007199357],"domain_scores_gemma":[0.9991385,0.000335443,0.00008352342,0.00006955321,0.00033302384,0.000039991093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063118775,0.0004905169,0.000585878,0.0011607629,0.00063268596,0.00047987895,0.0007265592,0.00066575373,0.0018810915],"category_scores_gemma":[0.0011169193,0.00024631503,0.0005239537,0.00038911946,0.0005630911,0.00035467584,0.00028386601,0.00035318194,0.00034198636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024084148,0.00044146064,0.061168633,0.00064295885,0.00021861767,0.0028647862,0.0012144088,0.5433124,0.2692735,0.0046185795,0.0022268272,0.11160944],"study_design_scores_gemma":[0.00000906681,0.00038084242,0.020932917,0.000011442899,0.000042607426,0.00031461345,0.00017070802,0.9579855,0.01938721,0.00030819274,0.00043464464,0.000022226495],"about_ca_topic_score_codex":0.0054299966,"about_ca_topic_score_gemma":0.0029953257,"teacher_disagreement_score":0.0054299966,"about_ca_system_score_codex":0.00044889352,"about_ca_system_score_gemma":0.0003600686,"threshold_uncertainty_score":0.010796726},"labels":[],"label_agreement":null},{"id":"W4321014127","doi":"10.1061/jsendh.steng-11316","title":"Real-Time Aeroelastic Hybrid Simulation Method for Bridge Deck Section Models","year":2023,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hudbay Minerals (Canada); University of Toronto","funders":"","keywords":"Aeroelasticity; Engineering; Vibration; Controller (irrigation); Wind tunnel; Control theory (sociology); Simulation; Computer science; Structural engineering; Control engineering; Aerodynamics","score_opus":0.01991323140587718,"score_gpt":0.2679452255409112,"score_spread":0.24803199413503405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321014127","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060050018,0.000058859514,0.9332013,0.00006501921,0.000027777212,0.00007608914,0.00009606412,0.0011602662,0.005264618],"genre_scores_gemma":[0.7941989,0.00009967414,0.19875966,0.000034554705,0.00001305225,0.00037640453,0.00020651285,0.00019689326,0.0061143492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999007,0.000029391806,0.0000047387316,0.000016623671,0.000037538844,0.000010977836],"domain_scores_gemma":[0.9997812,0.00010107088,0.000024730154,0.000023726936,0.00005185722,0.000017512155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029098112,0.00039112158,0.0004057213,0.00032540265,0.00028152336,0.00043077837,0.00067431293,0.0005203766,0.0036152487],"category_scores_gemma":[0.0005406515,0.00029568493,0.0004380276,0.00018285082,0.00029123787,0.00035153914,0.0004706216,0.00045453248,0.00041293804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003081827,0.00002714264,0.00033255367,0.000021355723,0.000010885146,0.000040723593,0.00003706532,0.98418736,0.005563732,0.0021646945,0.00017125777,0.0074124816],"study_design_scores_gemma":[0.0000022403874,0.000006216832,0.00002439682,7.359014e-7,7.0538744e-7,0.0000032970152,0.00000212684,0.9993344,0.00031286594,0.00010743102,0.0002042972,0.0000011849597],"about_ca_topic_score_codex":0.004403151,"about_ca_topic_score_gemma":0.0045135147,"teacher_disagreement_score":0.004403151,"about_ca_system_score_codex":0.00040111627,"about_ca_system_score_gemma":0.0006045325,"threshold_uncertainty_score":0.012094259},"labels":[],"label_agreement":null},{"id":"W4321148262","doi":"10.34768/amcs-2022-0028","title":"An SFA-HMM performance evaluation method using state difference optimization for running gear systems in high-speed trains","year":2022,"lang":"en","type":"article","venue":"International Journal of Applied Mathematics and Computer Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Train; Computer science; Hidden Markov model; State (computer science); Algorithm; Speech recognition","score_opus":0.03194705132528114,"score_gpt":0.2908467322279385,"score_spread":0.25889968090265736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321148262","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16171502,0.00018289557,0.83566266,0.000094737676,0.000025345125,0.000060366994,0.000079839,0.0008595879,0.0013195805],"genre_scores_gemma":[0.9338454,0.00006129834,0.0652351,0.000014031752,0.000008974036,0.00007240048,0.0001573363,0.00004618674,0.0005591424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922156,0.0003191202,0.00007106614,0.00011306951,0.00021449149,0.00006064596],"domain_scores_gemma":[0.9982351,0.0011142548,0.00011755129,0.0000719586,0.00040307362,0.00005800505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976216,0.00069952285,0.0007456651,0.0008072158,0.00049950293,0.000680187,0.00040163146,0.0005487972,0.0012772541],"category_scores_gemma":[0.0037189957,0.00024914154,0.00062753755,0.00042880996,0.000296888,0.00061891245,0.00046218198,0.0005267456,0.0001976215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027083576,0.00011694695,0.006271524,0.00010603795,0.0000880297,0.00006058963,0.00013313389,0.86424434,0.008371591,0.001309612,0.00051878864,0.11850858],"study_design_scores_gemma":[0.0000028309096,0.000031787775,0.00079461635,0.0000015942693,0.000005442533,0.0000053454764,0.000008302877,0.9980445,0.00096269243,0.00009963486,0.000037937167,0.000005298872],"about_ca_topic_score_codex":0.011340444,"about_ca_topic_score_gemma":0.005725584,"teacher_disagreement_score":0.011340444,"about_ca_system_score_codex":0.00072507514,"about_ca_system_score_gemma":0.00086083054,"threshold_uncertainty_score":0.022548854},"labels":[],"label_agreement":null},{"id":"W4323566805","doi":"10.9734/bpi/rpst/v6/18537d","title":"Motion Control Strategy for an Electro-hydraulic Control System of a Flying Vehicle","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Control theory (sociology); Hydraulic cylinder; PID controller; Hydraulic machinery; Engineering; Servomechanism; Control engineering; Controller (irrigation); Control system; Actuator; Servo; Thrust; Servo control; Motion control; Proportional control; Computer science; Mechanical engineering; Control (management); Electrical engineering; Robot","score_opus":0.0281310129840465,"score_gpt":0.2281864218639858,"score_spread":0.2000554088799393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323566805","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023539329,0.0011118206,0.92282635,0.00027951284,0.00014564133,0.00014820555,0.000044834404,0.00056005473,0.051344085],"genre_scores_gemma":[0.824343,0.0013419202,0.1025722,0.00019162086,0.000080310194,0.00030429522,0.00012767526,0.00005203356,0.07098684],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999498,0.000007946549,0.0000026708917,0.000013606376,0.00002176276,0.0000041383246],"domain_scores_gemma":[0.99998116,0.0000034898867,0.0000029659268,0.0000014312991,0.000009339831,0.000001667111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088293826,0.00044923063,0.00019935868,0.00018517347,0.00024902826,0.000506648,0.00043835575,0.0003777598,0.0033943257],"category_scores_gemma":[0.000083151914,0.00009047491,0.00014580903,0.00010159543,0.0002688148,0.00022655813,0.00024802878,0.000234151,0.00056717295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016233018,0.00009339198,0.00052056496,0.00060824177,0.000049308634,0.0007394977,0.000633159,0.38118726,0.15990481,0.12453803,0.007788598,0.32377484],"study_design_scores_gemma":[0.00003737813,0.000386297,0.00074015866,0.00006460426,0.000033281496,0.0002604289,0.00009538142,0.9468062,0.012400824,0.007129933,0.032024432,0.000021189211],"about_ca_topic_score_codex":0.0027548622,"about_ca_topic_score_gemma":0.0028806634,"teacher_disagreement_score":0.0033943257,"about_ca_system_score_codex":0.00031917682,"about_ca_system_score_gemma":0.00042155417,"threshold_uncertainty_score":0.011355162},"labels":[],"label_agreement":null},{"id":"W4327623588","doi":"10.3390/app13063785","title":"Temperature- and Frequency-Dependent Nonlinearities of an Integrated Hydro-Pneumatic Suspension with Mixed Gas-Oil Emulsion Flow","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"University of Science and Technology Beijing; Concordia University; Basic Public Welfare Research Program of Zhejiang Province; National Natural Science Foundation of China","keywords":"Materials science; Suspension (topology); Emulsion; Polytropic process; Mechanics; Volume fraction; Stiffness; Composite material; Thermodynamics; Chemistry; Physics","score_opus":0.011797680085789736,"score_gpt":0.21325566606910287,"score_spread":0.20145798598331313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327623588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899725,0.00012815298,0.0092991525,0.000025949843,0.00001147343,0.000008378113,0.00002379144,0.000053177773,0.0004775354],"genre_scores_gemma":[0.9983392,0.000045514156,0.0012494767,0.000004857191,0.0000019578858,0.0000066231646,0.000019259322,0.0000031166676,0.0003299617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983704,0.000017001044,0.000010188545,0.00003804933,0.00007688918,0.000020870299],"domain_scores_gemma":[0.99985313,0.00004930414,0.000040341194,0.000010457399,0.000036987858,0.000009850621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026234935,0.00023573113,0.00020588096,0.00017994545,0.00013829733,0.00018591316,0.00024392051,0.00023546,0.000458444],"category_scores_gemma":[0.00028254784,0.00016258967,0.00025937898,0.00012206909,0.00029999335,0.00026027553,0.00024993118,0.00022052307,0.00013371192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012749444,0.00003370581,0.0011526815,0.000061515195,0.00000891869,0.00012098683,0.00006678201,0.00809399,0.98569983,0.0001172138,0.000038869035,0.004478041],"study_design_scores_gemma":[0.000022955377,0.0005805141,0.009452209,0.000012373935,0.000025606743,0.00012435125,0.000063473526,0.20601456,0.7828703,0.000088022716,0.00071996823,0.000025678248],"about_ca_topic_score_codex":0.0008564252,"about_ca_topic_score_gemma":0.0011013887,"teacher_disagreement_score":0.0008564252,"about_ca_system_score_codex":0.00022618989,"about_ca_system_score_gemma":0.00014644022,"threshold_uncertainty_score":0.0017028451},"labels":[],"label_agreement":null},{"id":"W4361282824","doi":"10.1016/j.conengprac.2023.105489","title":"Real-time predictive clunk control using a reference governor","year":2023,"lang":"en","type":"article","venue":"Control Engineering Practice","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Torque; Controller (irrigation); Robustness (evolution); Control theory (sociology); Control (management); Artificial intelligence","score_opus":0.012272219950282631,"score_gpt":0.23486388862473717,"score_spread":0.22259166867445454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361282824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09661374,0.00073537,0.8905394,0.00021943027,0.0003484016,0.000103500395,0.0000669796,0.0020065885,0.009366584],"genre_scores_gemma":[0.98176306,0.00011999639,0.01571419,0.000028075394,0.000034280045,0.00003079312,0.000037948786,0.000027967859,0.0022437186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997677,0.000039847575,0.000018377415,0.00006091033,0.00008509527,0.00002807587],"domain_scores_gemma":[0.9996424,0.00009490868,0.000043986034,0.00006031417,0.00013998985,0.000018392153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050742953,0.00040454915,0.00062199397,0.0004110127,0.0006036984,0.00097077026,0.00085527054,0.0005211855,0.0019261589],"category_scores_gemma":[0.0009881505,0.00019790925,0.00026783755,0.0003820724,0.0005528748,0.0008216336,0.00060173124,0.0006564855,0.00032174654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012718684,0.00024868723,0.0023300617,0.0006563703,0.00011257748,0.00040985623,0.00048398817,0.4657949,0.08759315,0.019781776,0.004336622,0.4169802],"study_design_scores_gemma":[0.000047691166,0.0003021404,0.00039183567,0.000012636491,0.000020605275,0.000039817416,0.000013705379,0.9871565,0.008555368,0.00073904847,0.002705537,0.0000151899885],"about_ca_topic_score_codex":0.003304303,"about_ca_topic_score_gemma":0.0041924343,"teacher_disagreement_score":0.003304303,"about_ca_system_score_codex":0.00032790925,"about_ca_system_score_gemma":0.0005272482,"threshold_uncertainty_score":0.0065701604},"labels":[],"label_agreement":null},{"id":"W4361285632","doi":"10.18280/jesa.560119","title":"Hybrid Control Algorithm Sliding Mode-PID for an Electrohydraulic Servo Actuator System Based on Particle Swarm Optimization Technique","year":2023,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Particle swarm optimization; Control theory (sociology); PID controller; Actuator; Sliding mode control; Servomechanism; Mode (computer interface); Servo; Computer science; Control engineering; Engineering; Control (management); Algorithm; Physics; Artificial intelligence; Temperature control; Nonlinear system","score_opus":0.015881129274708507,"score_gpt":0.2454098234571113,"score_spread":0.2295286941824028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361285632","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016880002,0.00057715643,0.9773097,0.00007696432,0.000077384786,0.00008178524,0.00001993311,0.0005718355,0.004405266],"genre_scores_gemma":[0.84112555,0.0006990406,0.1497617,0.00010737022,0.000056720495,0.0004908654,0.00011674773,0.000037590016,0.007604412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979943,0.00003453955,0.00001401435,0.000052795567,0.00008142275,0.00001780455],"domain_scores_gemma":[0.9998859,0.00003582434,0.000019128976,0.000007889824,0.00004566661,0.0000056483873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034604804,0.0006000755,0.0006283125,0.00028356307,0.0003263496,0.0006369043,0.0006368161,0.00055573304,0.0012257051],"category_scores_gemma":[0.0003311495,0.00022441104,0.00039642194,0.00023081811,0.00028820444,0.00031445504,0.00031423208,0.00040828608,0.00022099647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025160724,0.00012184825,0.0012074498,0.0005103165,0.00014944172,0.00019285732,0.000199847,0.75379604,0.03716349,0.0086719515,0.0021790152,0.19555601],"study_design_scores_gemma":[0.00003669711,0.00012714289,0.00037404496,0.000009276031,0.000017747458,0.00003593509,0.000009232494,0.9946337,0.0028166678,0.0004187222,0.001513553,0.000007309594],"about_ca_topic_score_codex":0.0033652897,"about_ca_topic_score_gemma":0.0020867505,"teacher_disagreement_score":0.0033652897,"about_ca_system_score_codex":0.0003040707,"about_ca_system_score_gemma":0.00059154513,"threshold_uncertainty_score":0.0066913962},"labels":[],"label_agreement":null},{"id":"W4362660108","doi":"10.1016/j.istruc.2023.03.140","title":"Shake table real-time hybrid testing for shear buildings based on sliding mode acceleration control method","year":2023,"lang":"en","type":"article","venue":"Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Program for Changjiang Scholars and Innovative Research Team in University; National Key Research and Development Program of China; National Natural Science Foundation of China; Guangzhou University; Ministry of Science and Technology of the People's Republic of China; Ministry of Education of the People's Republic of China","keywords":"Earthquake shaking table; Control theory (sociology); Acceleration; Sliding mode control; Controller (irrigation); Shake; Engineering; Displacement (psychology); Control system; Feed forward; Variable structure control; Nonlinear system; Computer science; Control engineering; Structural engineering; Control (management); Artificial intelligence; Physics","score_opus":0.022787767466116618,"score_gpt":0.2807276960973111,"score_spread":0.25793992863119447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362660108","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2435784,0.000121857294,0.750661,0.00006363872,0.000060976752,0.000064762375,0.000047643836,0.0014794166,0.0039223433],"genre_scores_gemma":[0.98316133,0.000018142615,0.015766496,0.000010089829,0.000005012833,0.00002692282,0.000020365482,0.000010952751,0.0009806454],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973077,0.000051516417,0.0000131874285,0.000056208144,0.00012440044,0.000023836983],"domain_scores_gemma":[0.99954236,0.0001692216,0.00005265876,0.000056973924,0.00014811195,0.00003071907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002654261,0.00050060847,0.00043115387,0.0003452157,0.00021189202,0.00042440876,0.00051400403,0.00032440742,0.002619564],"category_scores_gemma":[0.00046318647,0.00017682688,0.00018831616,0.00018550234,0.00029169692,0.00036620497,0.000369946,0.00019941421,0.00023631759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001587923,0.000287763,0.0060420423,0.00036784323,0.000089130794,0.00032529546,0.00039960872,0.2348569,0.28501672,0.0028871715,0.0015302235,0.46660936],"study_design_scores_gemma":[0.00002012332,0.00026928866,0.0021949888,0.00000675581,0.000014513026,0.000049292616,0.00003958515,0.98337317,0.013254808,0.00032515885,0.00043971927,0.00001257172],"about_ca_topic_score_codex":0.00253941,"about_ca_topic_score_gemma":0.0032677287,"teacher_disagreement_score":0.002619564,"about_ca_system_score_codex":0.0001793579,"about_ca_system_score_gemma":0.00027220653,"threshold_uncertainty_score":0.008763313},"labels":[],"label_agreement":null},{"id":"W4362723435","doi":"10.1016/j.icheatmasstransfer.2023.106771","title":"Flow characteristic investigation on Laval-type flow rate regulating valves by fluid-thermal-structure interaction","year":2023,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mechanics; Mass flow rate; Flow (mathematics); Volumetric flow rate; Deformation (meteorology); Computer simulation; Work (physics); Thermal hydraulics; Materials science; Thermodynamics; Heat transfer; Physics","score_opus":0.032226281345223165,"score_gpt":0.265768885826512,"score_spread":0.23354260448128883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362723435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815005,0.00025294535,0.016119638,0.00004239317,0.000020335481,0.000013838515,0.000031485964,0.00012048609,0.001898387],"genre_scores_gemma":[0.9987735,0.000026897773,0.0007945419,0.000003951276,0.0000029265152,0.0000024273997,0.000010610042,0.000005567072,0.00037956386],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981874,0.000031280106,0.000004618275,0.00004185669,0.00007265515,0.00003078617],"domain_scores_gemma":[0.99945205,0.00027574442,0.00005500229,0.000037257636,0.00014218588,0.000037802227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003567085,0.00016235311,0.00030487913,0.0003490978,0.00040089953,0.00037712022,0.00045426548,0.0003062816,0.0011875752],"category_scores_gemma":[0.000603897,0.00014476669,0.00027423652,0.00030910625,0.00043696997,0.00044603125,0.0002027013,0.00022744332,0.00010171583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010751402,0.00011415915,0.00787147,0.000116689065,0.00002574819,0.00029558997,0.00042223124,0.007510622,0.9613313,0.0018234866,0.00029264038,0.01912075],"study_design_scores_gemma":[0.00005199528,0.0009497279,0.030950576,0.000013478363,0.00007017813,0.00029079025,0.00030161327,0.22413729,0.7404242,0.00047281303,0.0022783875,0.00005895738],"about_ca_topic_score_codex":0.0008135991,"about_ca_topic_score_gemma":0.000565784,"teacher_disagreement_score":0.0011875752,"about_ca_system_score_codex":0.00034058696,"about_ca_system_score_gemma":0.00024550754,"threshold_uncertainty_score":0.003972769},"labels":[],"label_agreement":null},{"id":"W4366122240","doi":"10.1080/13632469.2023.2197501","title":"Network Interface Program for Actuator Controllers for Pseudo-Dynamic Hybrid Simulation","year":2023,"lang":"en","type":"article","venue":"Journal of Earthquake Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Interface (matter); Control theory (sociology); Controller (irrigation); Compensation (psychology); Computer science; Control engineering; Transformation (genetics); Degrees of freedom (physics and chemistry); Hybrid system; Control (management); Engineering","score_opus":0.012915395488085452,"score_gpt":0.2618050865587024,"score_spread":0.24888969107061693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366122240","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033129628,0.000034557142,0.93383354,0.000054688942,0.000048435733,0.00015625304,0.00071834394,0.05166103,0.010180251],"genre_scores_gemma":[0.20344791,0.00032727054,0.7270367,0.0003402978,0.000081952734,0.003617278,0.0055279233,0.022668585,0.036952037],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995364,0.00010902762,0.00003185072,0.000066611414,0.00019823687,0.00005789132],"domain_scores_gemma":[0.9992508,0.00037751754,0.0000416415,0.000098231496,0.00019383637,0.00003795275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008461726,0.0012147721,0.0005366911,0.0004993439,0.00041536966,0.0008641425,0.0017401503,0.0006081649,0.03701675],"category_scores_gemma":[0.0018288096,0.00049084594,0.00046188183,0.00026728498,0.00046817254,0.0009453978,0.00097527093,0.0017788386,0.005622238],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019650112,0.0007038136,0.0050691594,0.0010304997,0.0002095247,0.00075385784,0.00098848,0.22776191,0.06381271,0.145647,0.14879763,0.40326047],"study_design_scores_gemma":[0.00024325453,0.00009069928,0.0005005779,0.00007305497,0.000030212299,0.00014334905,0.000034048287,0.84232813,0.029228164,0.0124010835,0.114875145,0.000052232946],"about_ca_topic_score_codex":0.002028303,"about_ca_topic_score_gemma":0.0019281171,"teacher_disagreement_score":0.03701675,"about_ca_system_score_codex":0.000679228,"about_ca_system_score_gemma":0.00084788323,"threshold_uncertainty_score":0.12383336},"labels":[],"label_agreement":null},{"id":"W4366674603","doi":"10.1109/iccicc57084.2022.10101651","title":"Adaptive Regularization in ANN for Condition Monitoring and Fault Detection in Heavy-duty Hydraulic Machines","year":2022,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Actuator; Computer science; Fault detection and isolation; Leakage (economics); Artificial neural network; Regularization (linguistics); Hydraulic cylinder; Artificial intelligence; Real-time computing; Engineering","score_opus":0.012341939537338314,"score_gpt":0.22943207784429023,"score_spread":0.21709013830695192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366674603","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11926277,0.00043437112,0.87756026,0.00023701717,0.000044064083,0.000034316425,0.000025341862,0.0006220249,0.0017798324],"genre_scores_gemma":[0.86926734,0.00015115319,0.12888522,0.00008024662,0.00002729163,0.00004876835,0.000040008315,0.000029274224,0.0014707189],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999793,0.00006590316,0.000013252652,0.000044332548,0.000060701772,0.00002283422],"domain_scores_gemma":[0.9995547,0.00024650566,0.000053342883,0.00003041627,0.0001022043,0.000012765971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070936984,0.0004241141,0.00034796825,0.0002113817,0.00019224161,0.00030580602,0.0004873066,0.00061861373,0.0003858962],"category_scores_gemma":[0.0015262535,0.00022958069,0.0003006301,0.0002125385,0.00030469376,0.0005217962,0.00033847566,0.00062884274,0.00011858992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014752505,0.000105174906,0.0026667404,0.00006058349,0.00006014133,0.0000974343,0.000064701046,0.8163815,0.024216168,0.0019847539,0.00060219323,0.1536131],"study_design_scores_gemma":[0.0000011466183,0.000013021661,0.00024774825,0.0000018092903,0.0000022700683,0.000006365253,0.0000015841769,0.998329,0.0010954896,0.00021753309,0.000082010796,0.0000019775393],"about_ca_topic_score_codex":0.002541747,"about_ca_topic_score_gemma":0.002830164,"teacher_disagreement_score":0.002541747,"about_ca_system_score_codex":0.00036241108,"about_ca_system_score_gemma":0.00029414723,"threshold_uncertainty_score":0.005053878},"labels":[],"label_agreement":null},{"id":"W4366775436","doi":"10.2478/pomr-2023-0012","title":"Dilatant-Fluid Torsional Vibration Damper for a Four-Stroke Diesel Engine Crankshaft","year":2023,"lang":"en","type":"article","venue":"Polish Maritime Research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Dilatant; Damper; Crankshaft; Torsional vibration; Vibration; Mechanics; Drag; Materials science; Newtonian fluid; Silicone oil; Torsion (gastropod); Structural engineering; Physics; Engineering; Composite material; Acoustics; Thermodynamics","score_opus":0.09221979442704668,"score_gpt":0.340702443413334,"score_spread":0.2484826489862873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366775436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819403,0.00079482363,0.016168796,0.000033271215,0.00003320003,0.000047365294,0.000052049487,0.00014932058,0.0007807151],"genre_scores_gemma":[0.99326116,0.00019176178,0.004790685,0.0000063568423,0.000004152519,0.000014847135,0.000031834694,0.000010779088,0.0016883013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998079,0.00003100824,0.000013207326,0.00003841809,0.00008804401,0.000021344093],"domain_scores_gemma":[0.99966705,0.00013656008,0.00006193236,0.000028396807,0.00006990349,0.000036079862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035471827,0.0005019849,0.00065535237,0.0005328369,0.00021875976,0.0003220531,0.00073496986,0.00037723116,0.0016526073],"category_scores_gemma":[0.00062419125,0.000141759,0.00025176656,0.00021896762,0.00018060724,0.00022430021,0.00023852034,0.00020334049,0.00031054596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014027962,0.00023074287,0.0019808859,0.00082686596,0.000045107023,0.00039643847,0.00024600897,0.01457209,0.9311777,0.00021384335,0.00013147095,0.04877606],"study_design_scores_gemma":[0.00020425618,0.007025648,0.015754635,0.00007659987,0.00021728699,0.00034987615,0.00023889968,0.1736054,0.7949988,0.00012722095,0.007338152,0.000063232605],"about_ca_topic_score_codex":0.0011253918,"about_ca_topic_score_gemma":0.0011912318,"teacher_disagreement_score":0.0016526073,"about_ca_system_score_codex":0.00024557638,"about_ca_system_score_gemma":0.00020711387,"threshold_uncertainty_score":0.0055285096},"labels":[],"label_agreement":null},{"id":"W4379163464","doi":"10.18280/i2m.220201","title":"Development of a Mechatronics System for Cavitation Prevention in a Pump","year":2023,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cavitation; Mechatronics; Engineering; Mechanical engineering; Control engineering; Mechanics; Physics","score_opus":0.04055513258376221,"score_gpt":0.2952216369918578,"score_spread":0.25466650440809563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379163464","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082148105,0.00040647975,0.8979731,0.0003002933,0.0002039405,0.00058068987,0.00013936967,0.006963114,0.011284845],"genre_scores_gemma":[0.57354546,0.00044691598,0.40560845,0.00020831326,0.00006182878,0.00056687335,0.00030027534,0.00021491743,0.019047031],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994802,0.000060788778,0.00003809074,0.00009753015,0.00027620274,0.00004724177],"domain_scores_gemma":[0.99972194,0.000038522496,0.000032463144,0.000039079834,0.00014277901,0.000025281794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041113983,0.00036198308,0.000347524,0.00045258264,0.00031521503,0.00045859587,0.0008157969,0.0005973829,0.003824956],"category_scores_gemma":[0.00049622345,0.00027890815,0.0003430108,0.00017325976,0.0002324571,0.00046362265,0.00046540023,0.0003804597,0.0014363513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019125591,0.00022051744,0.003120387,0.00047725707,0.000056105982,0.00060408097,0.00034675148,0.017098268,0.6415614,0.0049492638,0.0035483907,0.32782635],"study_design_scores_gemma":[0.00018866577,0.0029817119,0.017608937,0.0001579234,0.00014632198,0.0027215795,0.0001861765,0.26562917,0.595805,0.0012644943,0.113123365,0.00018673415],"about_ca_topic_score_codex":0.000981567,"about_ca_topic_score_gemma":0.00053581654,"teacher_disagreement_score":0.003824956,"about_ca_system_score_codex":0.0002489575,"about_ca_system_score_gemma":0.00086549966,"threshold_uncertainty_score":0.012795746},"labels":[],"label_agreement":null},{"id":"W4379364571","doi":"10.18196/jrc.v4i2.17340","title":"An Alternative Nonlinear Lyapunov Redesign Velocity Controller for an Electrohydraulic Drive","year":2023,"lang":"en","type":"article","venue":"Journal of Robotics and Control (JRC)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backstepping; Control theory (sociology); Lyapunov function; Control engineering; Robustness (evolution); Nonlinear system; Computer science; Controller (irrigation); Strict-feedback form; Adaptive control; Engineering; Control (management); Artificial intelligence","score_opus":0.017512848936009587,"score_gpt":0.2546918065953191,"score_spread":0.23717895765930952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379364571","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025660004,0.00040078664,0.96843153,0.00013207733,0.00022461626,0.000101251266,0.000021559346,0.0005700514,0.0044580307],"genre_scores_gemma":[0.8957424,0.00033956787,0.09491162,0.00012591218,0.00007426438,0.00020566648,0.00008032107,0.000027121023,0.008493206],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980503,0.000028500195,0.000015891275,0.000051741186,0.0000855008,0.00001345226],"domain_scores_gemma":[0.999843,0.000033287513,0.00003260214,0.00001517542,0.00006827933,0.0000075519283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027611,0.00044880435,0.00029861738,0.00024969966,0.00020267056,0.00051706494,0.0007667683,0.0005299402,0.0013090905],"category_scores_gemma":[0.0005530901,0.00013989382,0.00022259902,0.00012029192,0.00028671083,0.00036584696,0.00029296393,0.00044209562,0.00024348832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004033461,0.0002361136,0.00092172576,0.0008492899,0.000084747466,0.0006787687,0.00040073367,0.313756,0.28054988,0.03094608,0.002674214,0.36849913],"study_design_scores_gemma":[0.00006890015,0.00047873665,0.0004829885,0.000028275192,0.000020214848,0.00014253712,0.000023473529,0.96662307,0.021863239,0.0010931952,0.009153469,0.000021902992],"about_ca_topic_score_codex":0.0019933756,"about_ca_topic_score_gemma":0.0018887429,"teacher_disagreement_score":0.0019933756,"about_ca_system_score_codex":0.00028659767,"about_ca_system_score_gemma":0.00043061105,"threshold_uncertainty_score":0.0043793917},"labels":[],"label_agreement":null},{"id":"W4379780960","doi":"10.1109/icjece.2023.3260830","title":"Nonlinear Dynamic States’ Estimation and Prediction Using Polynomial Predictive Modeling","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mahidol University","keywords":"Notation; Polynomial; Algorithm; Mathematics; Extrapolation; Applied mathematics; Computer science; Statistics; Mathematical analysis; Arithmetic","score_opus":0.006639260563376252,"score_gpt":0.1824818773447768,"score_spread":0.17584261678140056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379780960","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011000561,0.00016624843,0.9874933,0.00007696877,0.00002290908,0.000013676258,0.00003277893,0.00042456345,0.00076905964],"genre_scores_gemma":[0.82400596,0.0006067236,0.17106052,0.00005220594,0.000055152246,0.00008619511,0.00028466032,0.00009429127,0.0037543892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996952,0.00005965024,0.000017283453,0.00007940734,0.00012228503,0.000026196256],"domain_scores_gemma":[0.99960524,0.00020506143,0.000056253528,0.000047414742,0.0000784575,0.0000076172487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045375308,0.0005631088,0.0005402742,0.000391284,0.00026663035,0.0005958078,0.000603962,0.00043527046,0.00080520695],"category_scores_gemma":[0.0017898099,0.00031928395,0.00049324543,0.00061740866,0.00032122884,0.0007601101,0.00043955163,0.0009586036,0.00042433696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009835551,0.000038193728,0.0007059368,0.000079670775,0.000034951074,0.000067890316,0.00008756834,0.8716227,0.006779353,0.0047113625,0.00073677517,0.115037255],"study_design_scores_gemma":[0.0000011760586,0.000004786018,0.00006209497,0.0000012253403,0.0000018694636,0.0000036890026,0.0000015039551,0.9987643,0.0006209323,0.00039913776,0.0001369393,0.00000238142],"about_ca_topic_score_codex":0.013625879,"about_ca_topic_score_gemma":0.0073791803,"teacher_disagreement_score":0.013625879,"about_ca_system_score_codex":0.0004821017,"about_ca_system_score_gemma":0.0006654698,"threshold_uncertainty_score":0.027093172},"labels":[],"label_agreement":null},{"id":"W4381185496","doi":"10.1139/tcsme-2022-0096","title":"Uniform exhaust characteristics of new-type airbox components of continuous miner","year":2023,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Duct (anatomy); Vibration; Airflow; Exhaust gas; Acoustics; Automotive engineering; Mechanical engineering; Exhaust gas recirculation; Engineering; Structural engineering; Physics; Waste management","score_opus":0.01878427230665997,"score_gpt":0.2041471774343665,"score_spread":0.18536290512770653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381185496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98924154,0.000070902206,0.010101474,0.000009082876,0.0000050508033,0.0000069134207,0.000025962008,0.00007682384,0.00046230957],"genre_scores_gemma":[0.9986259,0.000016996633,0.00084540766,0.0000022375566,0.0000013792261,0.0000036902893,0.000036343266,0.000011136835,0.00045684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986255,0.000023638138,0.000010219537,0.00003259426,0.000056952405,0.0000139173635],"domain_scores_gemma":[0.9996106,0.0001607942,0.00006494535,0.00004847113,0.00009285459,0.000022390936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035830546,0.0002340412,0.00022385988,0.00036736482,0.0001185449,0.00019200456,0.00032204727,0.00033483867,0.0009842447],"category_scores_gemma":[0.0007221933,0.00016152146,0.00027023506,0.000095996445,0.000198772,0.00035274736,0.00023916388,0.00015792657,0.00023087424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014588732,0.00017121508,0.04569213,0.0002360048,0.000057917314,0.00064124825,0.00064899895,0.029957136,0.8804881,0.00070231396,0.00031934766,0.03962672],"study_design_scores_gemma":[0.00008026586,0.003117511,0.21882032,0.000045603363,0.00011213823,0.0013292275,0.0005207415,0.382482,0.3899421,0.000405,0.0030729757,0.00007211507],"about_ca_topic_score_codex":0.00024792095,"about_ca_topic_score_gemma":0.00033204065,"teacher_disagreement_score":0.0009842447,"about_ca_system_score_codex":0.00011931403,"about_ca_system_score_gemma":0.00006901197,"threshold_uncertainty_score":0.0032926202},"labels":[],"label_agreement":null},{"id":"W4382539032","doi":"10.18280/mmep.100342","title":"A Comprehensive Review of Design and Operational Parameters Influencing Airlift Pump Performance","year":2023,"lang":"en","type":"review","venue":"Mathematical Modelling and Engineering Problems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Airlift; Environmental science; Engineering; Computer science; Chemistry; Bioreactor","score_opus":0.09715775764813792,"score_gpt":0.26528479587075865,"score_spread":0.16812703822262073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382539032","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008547879,0.99512637,0.0012949856,0.00015010359,0.00014126771,0.000012833317,0.00009179386,0.000030123418,0.0022977844],"genre_scores_gemma":[0.0030989032,0.9944524,0.0010854318,0.000079261285,0.00009698412,0.000011595956,0.00011760634,0.000006968693,0.0010508233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995499,0.00006105767,0.00007754707,0.000090988164,0.00019041669,0.000030003397],"domain_scores_gemma":[0.9992323,0.00038351928,0.00012309768,0.000022862083,0.00021358993,0.000024731431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091111026,0.001275348,0.0014033548,0.002409259,0.00029017165,0.0012030195,0.00086121325,0.00088620966,0.005019054],"category_scores_gemma":[0.0015483142,0.0005075582,0.0008183561,0.0030180127,0.00031712733,0.0015835207,0.00048901315,0.0007355143,0.002330425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000737937,0.00012584554,0.0005055606,0.057218496,0.00015087458,0.00017033755,0.00007922316,0.002674668,0.005678658,0.003967025,0.017968262,0.91138715],"study_design_scores_gemma":[0.000010666397,0.0003896094,0.0018529455,0.008175524,0.0004080911,0.0008335123,0.00010037431,0.00086480426,0.004425096,0.0016356492,0.98124,0.00006374724],"about_ca_topic_score_codex":0.001390832,"about_ca_topic_score_gemma":0.0019204234,"teacher_disagreement_score":0.005019054,"about_ca_system_score_codex":0.00045767025,"about_ca_system_score_gemma":0.0016438751,"threshold_uncertainty_score":0.01679033},"labels":[],"label_agreement":null},{"id":"W4382874200","doi":"10.3390/act12050193","title":"A Comparative Study of Two Common Pump-Controlled Hydraulic Circuits for Single-Rod Actuators","year":2023,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electronic circuit; Hydraulic circuit; Hydraulic cylinder; Cylinder; Actuator; Control theory (sociology); Engineering; Computer science; Mechanical engineering; Electrical engineering","score_opus":0.04639345327113713,"score_gpt":0.29356631050054227,"score_spread":0.24717285722940513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382874200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8200551,0.0062599857,0.14133142,0.00042106668,0.0004662937,0.0004721879,0.00066416414,0.0020787616,0.028250977],"genre_scores_gemma":[0.98503417,0.00059786625,0.011421823,0.000031802272,0.000021130705,0.00005935953,0.00010458766,0.000028820505,0.002700421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999313,0.000053615455,0.000034936886,0.00011664891,0.00041541373,0.0000664856],"domain_scores_gemma":[0.9992023,0.00023267466,0.00012339251,0.00008591804,0.00030651636,0.000049197155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004241016,0.0003695974,0.00043840276,0.0007090451,0.00035523385,0.0007045406,0.0010977444,0.000502134,0.0033942324],"category_scores_gemma":[0.0012780336,0.00015319574,0.00034666862,0.00037824915,0.00030807185,0.00096221623,0.00025057708,0.00027591104,0.00036192854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023790332,0.00039261387,0.0048678033,0.0028061299,0.00011597423,0.00078485155,0.00041775953,0.040941343,0.6374507,0.011566915,0.0037020394,0.2945749],"study_design_scores_gemma":[0.00024773722,0.006410237,0.022651305,0.00015207333,0.00029257912,0.0012577067,0.0003072572,0.4296883,0.48669857,0.0017166279,0.050405335,0.00017226531],"about_ca_topic_score_codex":0.0017323731,"about_ca_topic_score_gemma":0.0016719598,"teacher_disagreement_score":0.0033942324,"about_ca_system_score_codex":0.00064065855,"about_ca_system_score_gemma":0.00057237525,"threshold_uncertainty_score":0.011354864},"labels":[],"label_agreement":null},{"id":"W4383216706","doi":"10.1016/j.measurement.2023.113271","title":"A method for improving flow control valve performance based on active differential pressure regulation","year":2023,"lang":"en","type":"article","venue":"Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Flow (mathematics); Control valves; Compensation (psychology); Flow control valve; Flow control (data); Nonlinear system; Differential (mechanical device); Consistency (knowledge bases); Differential pressure; Flow measurement; Computer science; Engineering; Mechanics; Control (management); Control engineering; Physics","score_opus":0.0261843145256186,"score_gpt":0.23340983596367207,"score_spread":0.20722552143805348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383216706","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02586357,0.00043361247,0.96975684,0.00008220068,0.00018874547,0.00009318732,0.000032478376,0.001794127,0.0017552264],"genre_scores_gemma":[0.6299799,0.0002631199,0.36651063,0.00013101462,0.00014853818,0.00015215423,0.00005543817,0.000100731566,0.0026584817],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872977,0.00018269969,0.000058184367,0.00027330438,0.0007025697,0.00005342226],"domain_scores_gemma":[0.9989512,0.00044499748,0.000102095655,0.00017402138,0.00029616998,0.000031492316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072251685,0.0006997268,0.0007870751,0.0009536926,0.0005952862,0.0007803582,0.0014823935,0.0006173057,0.0013103118],"category_scores_gemma":[0.0014997799,0.00037675514,0.0003019169,0.0005663346,0.00065167027,0.0009053024,0.0007632417,0.0007243731,0.00030505037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003057792,0.0002808164,0.000676401,0.00026634938,0.000030325742,0.000058300066,0.00012788257,0.0042108945,0.62867635,0.0041725566,0.0008992116,0.36029512],"study_design_scores_gemma":[0.00009701986,0.0006706102,0.0025354451,0.000023388922,0.00008552106,0.00033858643,0.000024789008,0.28251287,0.7029776,0.0012026767,0.009440953,0.00009045625],"about_ca_topic_score_codex":0.0009350909,"about_ca_topic_score_gemma":0.0008873626,"teacher_disagreement_score":0.0014823935,"about_ca_system_score_codex":0.0004996434,"about_ca_system_score_gemma":0.00052984495,"threshold_uncertainty_score":0.004383445},"labels":[],"label_agreement":null},{"id":"W4384433843","doi":"10.5220/0012127300003546","title":"Numerical Investigation of a High-Capacity Vertical Submersible Two-Stage Pump and Realization of an Experimental Test Bench for Determining the Strains and the Stresses on a Pump Shaft","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Test bench; Realization (probability); Stage (stratigraphy); Test (biology); Engineering; Marine engineering; Mechanical engineering; Mechanics; Geology; Physics; Mathematics","score_opus":0.034674170195186725,"score_gpt":0.2650137746975641,"score_spread":0.23033960450237737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384433843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96828717,0.00010175557,0.022613807,0.00023655852,0.000030861836,0.00005029298,0.00028962124,0.00021864427,0.008171364],"genre_scores_gemma":[0.99473476,0.000037207545,0.0042466,0.000009508344,0.0000028673269,0.000026090966,0.00005924703,0.000009506911,0.0008743177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989784,0.000018397204,0.000007224497,0.00001975724,0.000032297365,0.000024427878],"domain_scores_gemma":[0.99958414,0.00022655711,0.000047151752,0.00003640361,0.00005888166,0.000046866626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026686612,0.00044438886,0.00064730324,0.00036599522,0.0009773001,0.0006497818,0.0008099079,0.001686033,0.003054215],"category_scores_gemma":[0.00076202845,0.00036403732,0.00042421906,0.0004606876,0.00094680325,0.00045292615,0.00039422745,0.00049794366,0.00016265077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016729579,0.00013130647,0.0022283453,0.00011069182,0.000014948215,0.00031987036,0.00005472676,0.97319317,0.019175269,0.0018422732,0.00019706492,0.002565104],"study_design_scores_gemma":[0.00003203661,0.000083446386,0.0013110768,0.0000041739586,0.0000075050475,0.000028258246,0.000037555023,0.9952826,0.0028947014,0.00016914733,0.00013955247,0.000009941681],"about_ca_topic_score_codex":0.008790427,"about_ca_topic_score_gemma":0.004847348,"teacher_disagreement_score":0.008790427,"about_ca_system_score_codex":0.0005173311,"about_ca_system_score_gemma":0.0011270735,"threshold_uncertainty_score":0.017478526},"labels":[],"label_agreement":null},{"id":"W4384824515","doi":"10.3389/fmech.2023.1163293","title":"Hydraulic accumulators in energy efficient circuits","year":2023,"lang":"en","type":"article","venue":"Frontiers in Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydraulic accumulator; Electronic circuit; Accumulator (cryptography); Hydraulic machinery; Capacitor; Hydraulic circuit; Computer science; Engineering; Electrical engineering; Mechanical engineering","score_opus":0.009208138977476686,"score_gpt":0.19759395590740547,"score_spread":0.18838581692992878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384824515","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028509423,0.18766294,0.41594467,0.006846912,0.00298909,0.00020173242,0.00030314064,0.0015680378,0.35597405],"genre_scores_gemma":[0.58422285,0.1356393,0.16167328,0.0021250632,0.0020501264,0.00033922697,0.00025943932,0.00047495772,0.113215774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994661,0.00008139251,0.000027326065,0.00009021873,0.0002780783,0.000056914512],"domain_scores_gemma":[0.99971575,0.00012064127,0.000039528415,0.000032691296,0.00006993637,0.000021375246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036453412,0.0006012904,0.00062213,0.0009540507,0.00061867357,0.0019391711,0.0009658405,0.0013942522,0.010167517],"category_scores_gemma":[0.0008837226,0.00042038882,0.000307641,0.0010672291,0.0016561198,0.004175414,0.0014135932,0.0014545358,0.002786299],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005757808,0.00004964095,0.00012873733,0.0010102431,0.000016658378,0.00020521731,0.00013293693,0.009250968,0.0263198,0.83535653,0.0072900252,0.12018167],"study_design_scores_gemma":[0.000024433511,0.00021899852,0.00025414382,0.0004952892,0.000028766714,0.0007160117,0.00010830199,0.0155419875,0.04449678,0.19368851,0.74435234,0.0000743688],"about_ca_topic_score_codex":0.00021742353,"about_ca_topic_score_gemma":0.00032943307,"teacher_disagreement_score":0.010167517,"about_ca_system_score_codex":0.0008661869,"about_ca_system_score_gemma":0.00044561326,"threshold_uncertainty_score":0.03401369},"labels":[],"label_agreement":null},{"id":"W4385059375","doi":"10.1109/aset56582.2023.10180500","title":"Linear Estimation Strategies Applied to a Spring-Mass-Damper System","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Damper; Kalman filter; Benchmark (surveying); Impulse response; Filter (signal processing); Linear system; Vibration; Position (finance); Impulse (physics); Exponential function; Polynomial; Mathematics; Computer science; Engineering; Physics; Mathematical analysis; Acoustics; Structural engineering; Artificial intelligence","score_opus":0.012347899931218577,"score_gpt":0.22530641211955554,"score_spread":0.21295851218833697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385059375","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025302127,0.0004669337,0.9724096,0.000089617075,0.000028834585,0.000034440185,0.000020158679,0.00032548455,0.001322816],"genre_scores_gemma":[0.91322327,0.0005192158,0.083100684,0.00006002844,0.00004577388,0.00010156619,0.000068790534,0.0000269309,0.0028538073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964523,0.00010212373,0.000033860135,0.000089943394,0.00008782198,0.00004105016],"domain_scores_gemma":[0.99890137,0.000679142,0.0001551351,0.00005289327,0.00019024959,0.00002111964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008330707,0.0005932859,0.0006521825,0.0004161996,0.00036187645,0.00068847847,0.00047471328,0.00091171684,0.0012794136],"category_scores_gemma":[0.0022443219,0.00024282178,0.00041787108,0.0003497382,0.00038619887,0.0005612602,0.00063840486,0.0007001314,0.00026115248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002268574,0.000077913464,0.0013514955,0.00044750757,0.00009782944,0.00029593043,0.00043423916,0.7703544,0.019926565,0.010056444,0.00060934195,0.19612151],"study_design_scores_gemma":[0.000009585414,0.00013356416,0.00035232567,0.000009913569,0.000017072,0.00002967383,0.000018328128,0.9953544,0.0027535881,0.0007011033,0.00060971413,0.000010684087],"about_ca_topic_score_codex":0.0077923024,"about_ca_topic_score_gemma":0.0042112684,"teacher_disagreement_score":0.0077923024,"about_ca_system_score_codex":0.00037887695,"about_ca_system_score_gemma":0.000576651,"threshold_uncertainty_score":0.01549387},"labels":[],"label_agreement":null},{"id":"W4385062811","doi":"10.2139/ssrn.4516490","title":"A New Iterative Identification Algorithm for Estimating the Lugre Friction Model Parameters","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Nonlinear system; Inertial frame of reference; Convergence (economics); Identification (biology); Control theory (sociology); Algorithm; Range (aeronautics); Joint (building); System identification; Computer science; Dynamical friction; Mathematics; Engineering; Artificial intelligence; Physics; Structural engineering; Control (management); Data mining; Measure (data warehouse)","score_opus":0.025551737542749652,"score_gpt":0.2664714146337861,"score_spread":0.24091967709103645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385062811","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071596826,0.000037831487,0.99869764,0.000011817233,0.000012813082,0.000013238486,0.000009134663,0.00024178773,0.0002597266],"genre_scores_gemma":[0.05793416,0.00013415703,0.9376119,0.00006664825,0.000040303108,0.00017245104,0.000172789,0.00016341325,0.0037043002],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922717,0.00013014567,0.000048820217,0.00026478554,0.00027271835,0.000056361157],"domain_scores_gemma":[0.9989436,0.00039620738,0.00009630108,0.00014502335,0.00038565238,0.000033095384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011581238,0.0012339137,0.0014077331,0.0012052985,0.0007069912,0.0012804674,0.0018580111,0.001835659,0.004069643],"category_scores_gemma":[0.0038488572,0.00081364065,0.0008679003,0.0009801908,0.00063122506,0.0016516063,0.0016923307,0.0016987142,0.0029631683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017454574,0.00012305447,0.0009756813,0.00024270768,0.00013799753,0.00014880662,0.00022469171,0.20315601,0.033134133,0.014819462,0.0028661147,0.74399674],"study_design_scores_gemma":[0.000020922713,0.000057332472,0.00040001262,0.000019500383,0.000021795846,0.00013328013,0.000020688662,0.9859794,0.0055261264,0.0038852722,0.003906217,0.000029547771],"about_ca_topic_score_codex":0.00463331,"about_ca_topic_score_gemma":0.005888961,"teacher_disagreement_score":0.00463331,"about_ca_system_score_codex":0.0005133479,"about_ca_system_score_gemma":0.0013157092,"threshold_uncertainty_score":0.0136143565},"labels":[],"label_agreement":null},{"id":"W4385071547","doi":"10.1142/s0219455424500913","title":"Implementation and Verification of Real-Time Hybrid Simulation for the Dynamic Performance Assessment of Base-Isolated Structures","year":2023,"lang":"en","type":"article","venue":"International Journal of Structural Stability and Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Substructure; Superstructure; Base isolation; Structural engineering; Kalman filter; Dynamic simulation; Computer science; Engineering; Control theory (sociology); Simulation; Mechanical engineering","score_opus":0.013857105690610286,"score_gpt":0.30801532009102817,"score_spread":0.2941582144004179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385071547","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3582854,0.0001220349,0.6277903,0.00014360326,0.00019506273,0.00021203504,0.00035148583,0.0033728562,0.009527283],"genre_scores_gemma":[0.9367557,0.000046410234,0.06106694,0.000017612081,0.000008126275,0.00016522649,0.0002085896,0.00008140505,0.0016499647],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997217,0.000057282406,0.000017648304,0.000039481893,0.0001238464,0.000039994826],"domain_scores_gemma":[0.99956375,0.00012674941,0.000043757616,0.000089314155,0.0001428685,0.000033567827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006862352,0.00054498075,0.00035807752,0.00030128084,0.00026288093,0.00046021925,0.0008283416,0.0005003733,0.0022634992],"category_scores_gemma":[0.000867587,0.0001821829,0.0003944043,0.00015468575,0.00031315812,0.00039621242,0.0005077878,0.00050077005,0.0002661841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013832915,0.00009647432,0.0026354373,0.000097164884,0.000035262583,0.00014976531,0.0001232293,0.94525206,0.022581644,0.0021271019,0.0005680383,0.026195621],"study_design_scores_gemma":[0.000012034974,0.000060495247,0.00033371488,0.0000036517554,0.000004699472,0.000010769638,0.000014832069,0.9929168,0.0057592946,0.00014662313,0.0007310016,0.0000060171624],"about_ca_topic_score_codex":0.0035621705,"about_ca_topic_score_gemma":0.002276138,"teacher_disagreement_score":0.0035621705,"about_ca_system_score_codex":0.0002794866,"about_ca_system_score_gemma":0.0007419855,"threshold_uncertainty_score":0.0075721145},"labels":[],"label_agreement":null},{"id":"W4385575997","doi":"10.31224/3155","title":"Note on the Use of Dynamic Mode Decomposition in Mechanics","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Dynamic mode decomposition; Decomposition; Mode (computer interface); Mechanics; Mathematics; Calculus (dental); Classical mechanics; Applied mathematics; Physics; Computer science; Chemistry; Medicine","score_opus":0.04986210548488439,"score_gpt":0.29719484807309265,"score_spread":0.24733274258820825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385575997","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068892837,0.03459573,0.78457856,0.03397967,0.034441575,0.00016620648,0.0014309917,0.0023193755,0.10159867],"genre_scores_gemma":[0.16276476,0.03746776,0.6300688,0.021711305,0.055489477,0.0006386552,0.0013683239,0.0030761934,0.08741468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961067,0.0016053362,0.00027430613,0.0006923548,0.0012036342,0.00011765894],"domain_scores_gemma":[0.9837953,0.010855412,0.00043092246,0.0026088033,0.0018185291,0.0004911415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006754053,0.0029677574,0.0023822156,0.0029016773,0.0020027328,0.0037244959,0.0039289994,0.003203083,0.021507017],"category_scores_gemma":[0.020502364,0.001074858,0.00265802,0.0027853055,0.006562098,0.008248509,0.004769839,0.0110394,0.0065076533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025790193,0.00020041337,0.00061301526,0.0010068162,0.0002321889,0.00095798884,0.00054073543,0.0036256309,0.0049363836,0.83993715,0.07651848,0.0711732],"study_design_scores_gemma":[0.000045621447,0.000079556485,0.000953712,0.00023944427,0.00006873822,0.00045287298,0.000057682024,0.012057654,0.003049257,0.8700604,0.112770215,0.00016490338],"about_ca_topic_score_codex":0.002953031,"about_ca_topic_score_gemma":0.0031119094,"teacher_disagreement_score":0.021507017,"about_ca_system_score_codex":0.0010034972,"about_ca_system_score_gemma":0.00090978644,"threshold_uncertainty_score":0.07194817},"labels":[],"label_agreement":null},{"id":"W4385978055","doi":"10.4203/ccc.3.10.2","title":"A Recursive Model Updating Algorithm for Multi-element Hybrid Simulation of Structures","year":2023,"lang":"en","type":"article","venue":"Civil-comp conferences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Canadian Institute of Steel Construction","keywords":"Substructure; Algorithm; Computer science; Nonlinear system; Leverage (statistics); Mathematical optimization; Mathematics; Structural engineering; Engineering; Artificial intelligence","score_opus":0.06596808846339015,"score_gpt":0.3044180384520037,"score_spread":0.23844994998861357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385978055","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00491752,0.000034758978,0.9939266,0.000029772213,0.000008865792,0.000019705969,0.000012654301,0.00034353387,0.0007066061],"genre_scores_gemma":[0.3302707,0.00011850512,0.66654575,0.00006470494,0.000016491884,0.00029852267,0.00016288242,0.00017515925,0.0023473632],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997669,0.00007344835,0.000013838189,0.000038010898,0.00008664959,0.000021226986],"domain_scores_gemma":[0.9994711,0.000280339,0.00006383061,0.000055566317,0.000109413064,0.000019703642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074234157,0.0005679365,0.00061531964,0.00039259976,0.00040100384,0.0005362444,0.0012252675,0.0008212622,0.001556954],"category_scores_gemma":[0.0018322556,0.00041920666,0.00058907125,0.00037490515,0.00045250994,0.00064725423,0.000722938,0.0009980814,0.00041618772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001932142,0.000018415698,0.00041827842,0.00002043783,0.000018296118,0.000025112962,0.00005523511,0.96538967,0.0023037745,0.0059837643,0.00023799717,0.025509635],"study_design_scores_gemma":[0.0000013380026,0.0000039195634,0.000016531434,7.8582286e-7,0.0000010976569,0.0000025062056,0.0000015368403,0.9992501,0.00018709135,0.0003438696,0.00018963264,0.0000015168295],"about_ca_topic_score_codex":0.0070560677,"about_ca_topic_score_gemma":0.007739441,"teacher_disagreement_score":0.0070560677,"about_ca_system_score_codex":0.00056898384,"about_ca_system_score_gemma":0.0007602561,"threshold_uncertainty_score":0.01402998},"labels":[],"label_agreement":null},{"id":"W4386082900","doi":"10.11159/icmie23.101","title":"The Mechatronic Approach in the Mathematical Modelling And Simulation To Control The Water Hammer In Hydraulic Facilities","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Escuela Politécnica Nacional","keywords":"Mechatronics; Water hammer; Hammer; Control engineering; Computer science; Control (management); Engineering; Mechanical engineering; Artificial intelligence","score_opus":0.011549185181919532,"score_gpt":0.20259401108355257,"score_spread":0.19104482590163305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386082900","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031747571,0.0024352944,0.97954434,0.00040259186,0.00020882915,0.00005531823,0.000046802237,0.00016366289,0.013968405],"genre_scores_gemma":[0.50139177,0.011394983,0.45837098,0.00052834454,0.00044966518,0.000852055,0.0003051956,0.00021004972,0.026496973],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943644,0.00017513958,0.000043590408,0.00007993256,0.00023321419,0.000031711395],"domain_scores_gemma":[0.9997322,0.00011319775,0.000037998667,0.0000334125,0.0000725729,0.000010612411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068584585,0.0008446871,0.00058656436,0.00075724063,0.0004993282,0.001306508,0.0008824798,0.0010761705,0.0027736286],"category_scores_gemma":[0.0008781943,0.00043850893,0.0013639281,0.000640977,0.0012751233,0.0012060703,0.0009829922,0.0020061133,0.00078675826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034444114,0.000050233888,0.0009523235,0.00087246974,0.00009085579,0.00026315896,0.00037724027,0.5488215,0.013154316,0.36170956,0.002184031,0.07148991],"study_design_scores_gemma":[0.000018895464,0.00010495023,0.0005301409,0.00018721128,0.00004478457,0.0001402284,0.00008615526,0.8929168,0.0044022817,0.0595139,0.042009994,0.000044650067],"about_ca_topic_score_codex":0.0036615923,"about_ca_topic_score_gemma":0.0018285443,"teacher_disagreement_score":0.0036615923,"about_ca_system_score_codex":0.00080332963,"about_ca_system_score_gemma":0.001036765,"threshold_uncertainty_score":0.009278774},"labels":[],"label_agreement":null},{"id":"W4386176573","doi":"10.2316/j.2023.201-0365","title":"NONLINEAR CONTROL DESIGN OPPORTUNITIES FOR AN ELECTROHYDRAULIC SERVOSYSTEM AFFINE IN A CONTROL FORM, 193-201.","year":2023,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affine transformation; Nonlinear system; Control (management); Control theory (sociology); Computer science; Mathematics; Physics; Pure mathematics; Artificial intelligence","score_opus":0.038410144113080344,"score_gpt":0.22978322566885367,"score_spread":0.19137308155577332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386176573","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026030865,0.0013768222,0.928251,0.0008970532,0.00021099657,0.00007813413,0.000102613456,0.00030258473,0.042749982],"genre_scores_gemma":[0.84341806,0.0012799293,0.12133598,0.00019974298,0.000116489944,0.00012379093,0.00008707852,0.00005460315,0.033384256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989927,0.000020145775,0.0000056122026,0.000024616782,0.000039675495,0.000010660443],"domain_scores_gemma":[0.999912,0.0000329074,0.000009433749,0.0000106533635,0.000029943421,0.0000050791236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320272,0.00044990305,0.0001388392,0.00013507814,0.00033921708,0.0007750545,0.00033891352,0.00036722212,0.0049545234],"category_scores_gemma":[0.0005340903,0.00025154027,0.00022624964,0.000087772016,0.0005585076,0.0006649424,0.00045759525,0.00047196646,0.00066309166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000280281,0.00012868088,0.00080377323,0.00056432857,0.000043151642,0.0003685841,0.00043381448,0.18866162,0.10561865,0.48322576,0.006067364,0.21380399],"study_design_scores_gemma":[0.000094762516,0.00055032695,0.0010520506,0.000097453536,0.000043288732,0.0003057468,0.00018883018,0.67095524,0.03177419,0.22103766,0.07384712,0.000053292835],"about_ca_topic_score_codex":0.0013730838,"about_ca_topic_score_gemma":0.0024072302,"teacher_disagreement_score":0.0049545234,"about_ca_system_score_codex":0.00047742474,"about_ca_system_score_gemma":0.00045659763,"threshold_uncertainty_score":0.016574502},"labels":[],"label_agreement":null},{"id":"W4386690586","doi":"10.1002/cepa.2590","title":"A framework for multi‐element hybrid simulation of steel braced frames using model updating","year":2023,"lang":"en","type":"article","venue":"ce/papers","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Structural engineering; Braced frame; Brace; Computer science; Finite element method; Nonlinear system; Test data; Set (abstract data type); Engineering; Frame (networking)","score_opus":0.0629567491007318,"score_gpt":0.31587739212725224,"score_spread":0.25292064302652045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386690586","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064402986,0.00003517702,0.9916163,0.000028064886,0.000009997419,0.00003319047,0.00003133648,0.00030261118,0.0015029581],"genre_scores_gemma":[0.5641981,0.00017423193,0.43193144,0.00004855219,0.00002448735,0.0004413465,0.00018148469,0.00023095854,0.0027694074],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971956,0.00009717827,0.000017277316,0.00003747475,0.000105964355,0.000022481921],"domain_scores_gemma":[0.9995747,0.0001982333,0.000051358482,0.000052443305,0.00009863137,0.000024552879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008895607,0.0006000867,0.0007127139,0.00055966474,0.00041515075,0.00070493284,0.0018359001,0.0010125142,0.0021502555],"category_scores_gemma":[0.001600219,0.00053260307,0.0006439154,0.00033261537,0.0006880547,0.0006268379,0.0010191911,0.000833938,0.00031091328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010377476,0.000016998387,0.00016007028,0.000015988348,0.000011237349,0.000024693856,0.000028269018,0.9854351,0.0013956334,0.00759553,0.00007514524,0.005230976],"study_design_scores_gemma":[0.0000015374752,0.0000034480122,0.000010832495,0.0000013530143,8.858369e-7,0.0000018983455,0.0000018465596,0.99913293,0.00014438973,0.0005071245,0.0001922924,0.0000013446312],"about_ca_topic_score_codex":0.00793594,"about_ca_topic_score_gemma":0.0052244538,"teacher_disagreement_score":0.00793594,"about_ca_system_score_codex":0.0005780281,"about_ca_system_score_gemma":0.0008051582,"threshold_uncertainty_score":0.015779495},"labels":[],"label_agreement":null},{"id":"W4386816401","doi":"10.23977/jemm.2023.080307","title":"A Review of Flow Saturation Resistant Techniques in Multi-actuators Load Sensing Hydraulic System","year":2023,"lang":"en","type":"review","venue":"Journal of Engineering Mechanics and Machinery","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metering mode; Actuator; Compensation (psychology); Saturation (graph theory); Hydraulic machinery; Engineering; Computer science; Control engineering; Mechanical engineering; Electrical engineering","score_opus":0.028105422510348036,"score_gpt":0.2703435412392115,"score_spread":0.24223811872886347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386816401","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003912351,0.9948085,0.0016209225,0.00013143648,0.00027032977,0.00001378196,0.000027201007,0.00002226884,0.002714339],"genre_scores_gemma":[0.0025502278,0.99379504,0.0016572964,0.00015484804,0.0002465664,0.00002021367,0.000047159017,0.000007301411,0.0015212297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961734,0.00004114496,0.00006119634,0.00009677078,0.00015395944,0.000029472581],"domain_scores_gemma":[0.9994733,0.00027670545,0.00007011359,0.000023550443,0.0001341981,0.00002228191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067344785,0.001117979,0.0012992834,0.0030995626,0.000449712,0.001019938,0.00094974943,0.0011658192,0.0038981447],"category_scores_gemma":[0.00091683504,0.0007629214,0.0009461125,0.0032991264,0.0005191198,0.0024753532,0.0006468223,0.0014426243,0.001939183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080916434,0.00016567734,0.00030947998,0.0413439,0.00012987618,0.00030142418,0.00015701132,0.0018130697,0.0098341,0.01352764,0.018614264,0.91372263],"study_design_scores_gemma":[0.000010648079,0.0002913417,0.00087844447,0.0035491332,0.00016980899,0.0012572753,0.00008857593,0.0008379075,0.004522886,0.0024108456,0.9859222,0.000060797345],"about_ca_topic_score_codex":0.0011671442,"about_ca_topic_score_gemma":0.0011653329,"teacher_disagreement_score":0.0038981447,"about_ca_system_score_codex":0.0004995386,"about_ca_system_score_gemma":0.0009877011,"threshold_uncertainty_score":0.013040602},"labels":[],"label_agreement":null},{"id":"W4388154032","doi":"10.1016/j.measurement.2023.113789","title":"Development of a differential load cell negating inertial force","year":2023,"lang":"en","type":"article","venue":"Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wheatstone bridge; Load cell; Inertia; Coupling (piping); Torque; Differential (mechanical device); Measure (data warehouse); Transducer; Inertial frame of reference; Wind engineering; Structural engineering; Computer science; Control theory (sociology); Engineering; Mechanics; Simulation; Mechanical engineering; Physics; Electrical engineering; Classical mechanics; Aerospace engineering; Resistor; Artificial intelligence","score_opus":0.04062178138981142,"score_gpt":0.20936265321382994,"score_spread":0.1687408718240185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388154032","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036383055,0.0005586308,0.9512247,0.00026581652,0.00047184466,0.00039351956,0.00027062948,0.0019710364,0.008460745],"genre_scores_gemma":[0.27605632,0.0005807836,0.70158416,0.00050532166,0.00018672668,0.0004954999,0.0007185001,0.00022774524,0.019644938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99825996,0.00010513541,0.00006906913,0.00026838566,0.0012079709,0.00008949162],"domain_scores_gemma":[0.9980478,0.00037610377,0.0001279523,0.00019691211,0.0011228583,0.00012838819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010352485,0.0007225881,0.0008157343,0.00086932187,0.0006157089,0.0008741299,0.0030562556,0.0012478747,0.00481093],"category_scores_gemma":[0.0016004293,0.00053313636,0.00030828986,0.00067664555,0.00067868864,0.0014731067,0.0014970319,0.00087687693,0.0034255956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012827369,0.00013076913,0.0010415285,0.00026378583,0.000016771251,0.00016220078,0.00013279438,0.0011053219,0.87970847,0.0068963645,0.0013409677,0.10907272],"study_design_scores_gemma":[0.00003149239,0.0005227556,0.0012211165,0.000022478174,0.00003592845,0.0004761188,0.000045465964,0.03195953,0.932436,0.0004922834,0.032703433,0.000053472108],"about_ca_topic_score_codex":0.00138605,"about_ca_topic_score_gemma":0.0019340392,"teacher_disagreement_score":0.00481093,"about_ca_system_score_codex":0.0007447135,"about_ca_system_score_gemma":0.0014546287,"threshold_uncertainty_score":0.016094148},"labels":[],"label_agreement":null},{"id":"W4388538311","doi":"10.18280/jesa.560518","title":"A Comparative Study of Synergetic and Sliding Mode Controllers for Pendulum Systems","year":2023,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Pendulum; Inverted pendulum; Mode (computer interface); Sliding mode control; Control engineering; Computer science; Engineering; Physics; Artificial intelligence; Nonlinear system; Control (management); Mechanical engineering","score_opus":0.042084863626509574,"score_gpt":0.29252470959812815,"score_spread":0.25043984597161856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388538311","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3759856,0.0036283976,0.5927783,0.00021408618,0.00020926075,0.00015614065,0.00004777464,0.00075513445,0.026225243],"genre_scores_gemma":[0.9869263,0.00039156535,0.011638074,0.000016953858,0.000018740777,0.00003538168,0.000019017303,0.000008613932,0.0009454913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956864,0.00009245501,0.000027380313,0.000048057704,0.00022533594,0.000038116857],"domain_scores_gemma":[0.9992906,0.0003350236,0.000063972024,0.00006063338,0.00022101469,0.000028778682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011983002,0.00036621912,0.0005137319,0.0006066895,0.0002513159,0.000647772,0.00030417595,0.0004361315,0.0013955993],"category_scores_gemma":[0.0021045543,0.00012189926,0.00027213592,0.00022852083,0.00027790084,0.00038373802,0.00040616712,0.00028159155,0.00014561618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012641359,0.00027315403,0.0022510807,0.0011033836,0.0002348451,0.0004970483,0.00034009045,0.58157027,0.095756955,0.021381885,0.00091634115,0.29441074],"study_design_scores_gemma":[0.000030399959,0.0010638061,0.001778932,0.000024633267,0.00003468293,0.00011365307,0.000044014596,0.98486024,0.009343936,0.0012439893,0.0014481117,0.000013597556],"about_ca_topic_score_codex":0.00085496693,"about_ca_topic_score_gemma":0.00058562594,"teacher_disagreement_score":0.0013955993,"about_ca_system_score_codex":0.0001817474,"about_ca_system_score_gemma":0.00042549925,"threshold_uncertainty_score":0.0063373446},"labels":[],"label_agreement":null},{"id":"W4388764021","doi":"10.1115/fpmc2023-111021","title":"The Case for Replacement of Pilot Valves With Pilot Pumps in Hydraulic Control Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Axial piston pump; Hydraulic machinery; Hydraulic pump; Variable displacement pump; Control system; Engineering; Electrohydraulic servo valve; Control valves; Piston pump; Flow control valve; Control engineering; Computer science; Mechanical engineering; Control (management); Electrical engineering","score_opus":0.023302442500204166,"score_gpt":0.23548882777418603,"score_spread":0.21218638527398187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388764021","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22762588,0.0045384374,0.6784985,0.02408979,0.001242635,0.00029195086,0.00008006117,0.0032502052,0.060382545],"genre_scores_gemma":[0.88567126,0.00038131457,0.104174376,0.0018471915,0.00040842674,0.0000949134,0.00003619325,0.00017613253,0.0072102817],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9905586,0.003931094,0.00054607174,0.00084259716,0.00348518,0.0006365032],"domain_scores_gemma":[0.98210955,0.007087786,0.0015947215,0.0050856886,0.003645139,0.00047714656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010239517,0.0005377723,0.0005927128,0.00061966054,0.0009889487,0.0019955244,0.0017914481,0.0024927848,0.003011118],"category_scores_gemma":[0.016615665,0.0004163746,0.000633621,0.00037491356,0.0030623376,0.0050951755,0.0012283472,0.002577918,0.0012634353],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026882826,0.00076200656,0.01699468,0.0016079419,0.00021984491,0.0060887146,0.0026100732,0.049563773,0.10336078,0.3076197,0.021372993,0.48711118],"study_design_scores_gemma":[0.00077040336,0.0077867517,0.015001183,0.0010422871,0.00034804633,0.01829189,0.0017943874,0.2194639,0.16493432,0.10651143,0.4636571,0.0003983227],"about_ca_topic_score_codex":0.0007967132,"about_ca_topic_score_gemma":0.00070969714,"teacher_disagreement_score":0.010239517,"about_ca_system_score_codex":0.0009149937,"about_ca_system_score_gemma":0.00093436777,"threshold_uncertainty_score":0.05415237},"labels":[],"label_agreement":null},{"id":"W4389065879","doi":"10.11159/jffhmt.2021.014","title":"Computational Fluid Dynamics-Enabled Modelling and Optimisation of Coolant Flow through Helical Channels","year":2021,"lang":"en","type":"article","venue":"Journal of Fluid Flow Heat and Mass Transfer","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coolant; Computational fluid dynamics; Fluid dynamics; Flow (mathematics); Dynamics (music); Computer science; Mechanics; Mechanical engineering; Physics; Engineering","score_opus":0.01540761086189779,"score_gpt":0.21217978929435533,"score_spread":0.19677217843245753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389065879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6914927,0.0007008621,0.28146583,0.00032804883,0.00009062043,0.00026933374,0.000899024,0.00074175035,0.02401187],"genre_scores_gemma":[0.9710416,0.0002498808,0.02623635,0.000015885442,0.000009348015,0.00016532028,0.0001813817,0.000050682676,0.0020494564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984765,0.000030463569,0.0000065955387,0.00002523761,0.000055994435,0.000034044384],"domain_scores_gemma":[0.9996687,0.00019295778,0.00004628691,0.00002676858,0.000044693275,0.000020627753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027028014,0.000477592,0.00071010843,0.00039482882,0.0005472633,0.0012358968,0.0005895635,0.0009512219,0.0015407461],"category_scores_gemma":[0.0009312255,0.00036737183,0.00046178786,0.00039412954,0.00093891594,0.00043019114,0.0005146421,0.0005011621,0.00022599156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002438573,0.000015202822,0.00036552583,0.00002133869,0.0000024301353,0.000025508109,0.000015572361,0.9950884,0.0022900607,0.00067844073,0.00004751827,0.0014256291],"study_design_scores_gemma":[0.0000059297663,0.00001711398,0.00017532053,0.00000299164,0.0000013097332,0.000006975421,0.000007027891,0.99818367,0.0012101391,0.00017711094,0.00020895097,0.000003463027],"about_ca_topic_score_codex":0.008732505,"about_ca_topic_score_gemma":0.0046576625,"teacher_disagreement_score":0.008732505,"about_ca_system_score_codex":0.000763368,"about_ca_system_score_gemma":0.0016512659,"threshold_uncertainty_score":0.01736331},"labels":[],"label_agreement":null},{"id":"W4389223542","doi":"10.1088/1742-6596/2616/1/012015","title":"Improving performance of pump-controlled hydraulic circuits for single-rod actuators: conceptual study","year":2023,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Electronic circuit; Actuator; Hydraulic circuit; Bandwidth throttling; Computer science; Oscillation (cell signaling); Engineering; Mechanical engineering; Electrical engineering","score_opus":0.03612851246396582,"score_gpt":0.23685214102810243,"score_spread":0.2007236285641366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389223542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8762109,0.0028179628,0.109683804,0.00030057825,0.00014901975,0.0002202008,0.00009044386,0.0006138545,0.0099131195],"genre_scores_gemma":[0.98883504,0.00022855951,0.010218812,0.000011463352,0.000010831806,0.000029271801,0.000011709933,0.000007670646,0.0006465735],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998493,0.000015634827,0.0000061467085,0.000034109697,0.000068273446,0.00002635949],"domain_scores_gemma":[0.9997565,0.00007563387,0.000056146106,0.000018309509,0.00007793613,0.000015453246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029505894,0.00028199266,0.00028707375,0.0002801776,0.000249466,0.0004685788,0.00086521154,0.00042089666,0.0014849685],"category_scores_gemma":[0.00043620422,0.00013813417,0.00018868606,0.00017033092,0.0003667967,0.00065151503,0.00020912182,0.00020943291,0.0001743233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002751289,0.00018230926,0.00083737227,0.00077394326,0.000033510845,0.00025272925,0.00016307346,0.042077143,0.91347796,0.012069268,0.0007524422,0.029105043],"study_design_scores_gemma":[0.00011160878,0.0026029218,0.002498848,0.00006060708,0.000065365224,0.0002536897,0.00005844701,0.5898548,0.39579195,0.0012692858,0.0073808343,0.000051681724],"about_ca_topic_score_codex":0.0006554427,"about_ca_topic_score_gemma":0.0005654365,"teacher_disagreement_score":0.0014849685,"about_ca_system_score_codex":0.00058047666,"about_ca_system_score_gemma":0.00038090083,"threshold_uncertainty_score":0.0049676895},"labels":[],"label_agreement":null},{"id":"W4389540931","doi":"10.17118/11143/20964","title":"An experimental study of archimedes screw pump efficiency","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mechanical engineering; Engineering","score_opus":0.024396443873188848,"score_gpt":0.2793188456466039,"score_spread":0.2549224017734151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389540931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99339586,0.00009041779,0.0050910385,0.00002255348,0.000023275685,0.000062667976,0.00029980164,0.00007299485,0.0009413568],"genre_scores_gemma":[0.99408144,0.00009324868,0.0040690606,0.000016900787,0.000006193639,0.000067726796,0.0002384138,0.000021415271,0.0014055253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900836,0.00011392265,0.00012824558,0.00023192287,0.00040139168,0.00011622897],"domain_scores_gemma":[0.9980459,0.0007224164,0.00022767433,0.00021722371,0.0007117379,0.00007500896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091462285,0.00046744363,0.00033431363,0.00045492454,0.0004348995,0.0005188274,0.0005840684,0.0006117241,0.0039037054],"category_scores_gemma":[0.0016606555,0.00021377094,0.00030835718,0.00057417975,0.0005430257,0.00069170527,0.00043709102,0.00060913945,0.0005120307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009030087,0.00095932314,0.0035836934,0.00019520822,0.000022398232,0.00004767897,0.00019142123,0.0011646199,0.97651017,0.0002651044,0.00016338001,0.01599415],"study_design_scores_gemma":[0.00003058009,0.0028006663,0.008238267,0.000007914671,0.000023822387,0.000027201377,0.00007244803,0.002244162,0.98566264,0.00004559711,0.00082864426,0.000018023871],"about_ca_topic_score_codex":0.00076575,"about_ca_topic_score_gemma":0.0006945914,"teacher_disagreement_score":0.0039037054,"about_ca_system_score_codex":0.00043347836,"about_ca_system_score_gemma":0.00036297622,"threshold_uncertainty_score":0.013059258},"labels":[],"label_agreement":null},{"id":"W4389540954","doi":"10.17118/11143/20971","title":"Acoustic-structure interaction in disk-disk configurations in water forhigh head pump-turbines","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Andritz (Canada); Polytechnique Montréal","funders":"","keywords":"Head (geology); Acoustics; Computer science; Physics; Geology","score_opus":0.015448352821219135,"score_gpt":0.2509723822871081,"score_spread":0.23552402946588896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389540954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949964,0.00010466386,0.0022698205,0.00005437476,0.000011602886,0.000013295277,0.000031944674,0.00005914185,0.0024586255],"genre_scores_gemma":[0.99917394,0.000017505025,0.0003161878,0.000004865385,0.0000022513398,0.000004834986,0.000012629529,0.000006922734,0.00046066716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988973,0.000020430753,0.0000040416007,0.000025925947,0.000022351887,0.000037473554],"domain_scores_gemma":[0.9997229,0.00010588752,0.000031333533,0.000015015826,0.00006260784,0.0000622388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019572637,0.00023759768,0.00038855898,0.000334175,0.0007945843,0.001138719,0.00050540525,0.00060931424,0.006912825],"category_scores_gemma":[0.0006413727,0.0003458658,0.000096307725,0.00023721739,0.0008492477,0.00075044273,0.00059080275,0.0003127801,0.0011699967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034453473,0.0009160924,0.024520962,0.00037720657,0.00006928122,0.0031337668,0.0018449699,0.18093765,0.73586845,0.008413407,0.004611235,0.03586162],"study_design_scores_gemma":[0.00051210885,0.0013420597,0.052701987,0.000047702044,0.00007133239,0.00073491165,0.00282673,0.82446134,0.109963626,0.0042439103,0.0029465233,0.00014781444],"about_ca_topic_score_codex":0.0016266528,"about_ca_topic_score_gemma":0.0016026755,"teacher_disagreement_score":0.006912825,"about_ca_system_score_codex":0.00044520738,"about_ca_system_score_gemma":0.0002592927,"threshold_uncertainty_score":0.023125708},"labels":[],"label_agreement":null},{"id":"W4389540986","doi":"10.17118/11143/20983","title":"1D modelling of the liquid-gas jet pump performance","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Hydro-Québec; Université de Sherbrooke","keywords":"Jet (fluid); Mechanics; Materials science; Environmental science; Physics","score_opus":0.0305483611301068,"score_gpt":0.19936804792404694,"score_spread":0.16881968679394013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389540986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8294659,0.0006512585,0.14066999,0.0005038128,0.000092970295,0.00021825312,0.0025841023,0.00093036203,0.02488334],"genre_scores_gemma":[0.99224263,0.00018849988,0.0050689904,0.000028083306,0.0000061218343,0.00008247266,0.0003175318,0.000025296327,0.0020403236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975103,0.00006065218,0.000014559245,0.000047662274,0.00009058081,0.00003558539],"domain_scores_gemma":[0.99952745,0.00026083243,0.0000539474,0.00004008243,0.00009761311,0.000020106101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038970134,0.00074530597,0.0005784787,0.00045611497,0.00034142163,0.0014188774,0.0008704118,0.0017063576,0.0023453427],"category_scores_gemma":[0.001337994,0.00044031677,0.0006489723,0.00049563113,0.0005395493,0.0005553243,0.00041004817,0.00045474182,0.00056373904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035330297,0.000029086923,0.0007968194,0.000033086337,0.0000073599595,0.000030274152,0.000020251775,0.9951481,0.0020922543,0.0003314222,0.00011464071,0.0013613966],"study_design_scores_gemma":[0.0000056705358,0.00001533681,0.0003578375,0.0000026758341,0.0000027708768,0.000008205031,0.0000038400317,0.99862003,0.0007834894,0.0000617426,0.00013314036,0.0000053505587],"about_ca_topic_score_codex":0.011784116,"about_ca_topic_score_gemma":0.0035225882,"teacher_disagreement_score":0.011784116,"about_ca_system_score_codex":0.0010567895,"about_ca_system_score_gemma":0.0007379361,"threshold_uncertainty_score":0.023431003},"labels":[],"label_agreement":null},{"id":"W4389540993","doi":"10.17118/11143/20958","title":"Flows in vibrating channel","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Channel (broadcasting); Computer science; Telecommunications","score_opus":0.015537263385964601,"score_gpt":0.20909280407243322,"score_spread":0.19355554068646863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389540993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835085,0.00041120057,0.0125341,0.00007305642,0.00005448689,0.000035616707,0.000040611136,0.00010484918,0.0032375418],"genre_scores_gemma":[0.996988,0.00014429083,0.0018085265,0.000026219415,0.000013677992,0.000008413757,0.000025496038,0.00000765692,0.0009777398],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99979025,0.000037184473,0.0000110523915,0.00005244361,0.000042034462,0.00006696199],"domain_scores_gemma":[0.99967396,0.00016137463,0.000058745372,0.000018720471,0.000044535827,0.000042652053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002804328,0.00023129002,0.00037945888,0.00051284244,0.00044113662,0.0007484458,0.00022328668,0.00043892235,0.0014296671],"category_scores_gemma":[0.0007840191,0.00016813702,0.00022500858,0.0002759505,0.00074254605,0.00061293767,0.00042473196,0.00023887948,0.00015521383],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001384828,0.00033381835,0.017470507,0.00040794341,0.00005173,0.0011975057,0.0006513378,0.27965564,0.62394315,0.011638914,0.00074075884,0.06252398],"study_design_scores_gemma":[0.00029661358,0.0017481454,0.049853116,0.00007805591,0.000123924,0.00065417145,0.00079429476,0.8159287,0.11682771,0.008558421,0.004940581,0.0001962767],"about_ca_topic_score_codex":0.0012134607,"about_ca_topic_score_gemma":0.00062579865,"teacher_disagreement_score":0.0014296671,"about_ca_system_score_codex":0.00037083105,"about_ca_system_score_gemma":0.00036936544,"threshold_uncertainty_score":0.0047827363},"labels":[],"label_agreement":null},{"id":"W4389584777","doi":"10.17118/11143/21025","title":"Numerical estimation of the leakage flow force coefficients of a Francisturbine runner for shaft-line dynamics","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Francis turbine; Leakage (economics); Turbine; Mechanics; Line (geometry); Dynamics (music); Control theory (sociology); Flow (mathematics); Computer science; Marine engineering; Physics; Mechanical engineering; Engineering; Mathematics; Acoustics; Geometry","score_opus":0.010227328606947415,"score_gpt":0.23231638243840744,"score_spread":0.22208905383146002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9357758,0.00018812726,0.059224065,0.00004903616,0.000026129333,0.000036786925,0.00013434493,0.00017786596,0.0043878714],"genre_scores_gemma":[0.9948827,0.000031874075,0.004629297,0.0000026016933,0.0000013280143,0.000011917426,0.000039889776,0.000008109528,0.00039231594],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992776,0.000014894749,0.0000043811324,0.000011580654,0.000027976947,0.000013296116],"domain_scores_gemma":[0.9995945,0.00023907049,0.0000422168,0.000022538787,0.000085296706,0.000016385264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022153063,0.000288982,0.00026528112,0.00041659913,0.00025869167,0.0003571955,0.00033252404,0.0007221362,0.0012529477],"category_scores_gemma":[0.0009065468,0.00011521824,0.00024227996,0.00026505865,0.00028290096,0.00025272253,0.00016462471,0.00023976868,0.00019733644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021665718,0.00011089239,0.0064297803,0.00024570595,0.000021352198,0.00050371274,0.00022062547,0.89517653,0.068804465,0.0014356134,0.000533107,0.026301641],"study_design_scores_gemma":[0.000006669636,0.000076108096,0.00242074,0.000011396009,0.000005466822,0.00004062522,0.000043553086,0.98504746,0.011926169,0.00006114945,0.00034811362,0.000012579106],"about_ca_topic_score_codex":0.007761785,"about_ca_topic_score_gemma":0.0043790154,"teacher_disagreement_score":0.007761785,"about_ca_system_score_codex":0.0003651355,"about_ca_system_score_gemma":0.00033719896,"threshold_uncertainty_score":0.015433192},"labels":[],"label_agreement":null},{"id":"W4389584853","doi":"10.17118/11143/21043","title":"Preliminary experimental modal analysis of a model Francis runner inoperation using piezoelectric actuators","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Actuator; Modal; Modal analysis; Computer science; Piezoelectricity; Acoustics; Engineering; Finite element method; Structural engineering; Electrical engineering; Materials science; Physics; Artificial intelligence","score_opus":0.026863846788414535,"score_gpt":0.2614560092641898,"score_spread":0.2345921624757753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809364,0.00012186802,0.015832791,0.00007255527,0.000028467703,0.00004404356,0.00030201883,0.0001641464,0.0024977592],"genre_scores_gemma":[0.9941461,0.00005237822,0.0034585998,0.000013844157,0.0000036014626,0.000031925225,0.0001443979,0.000018001767,0.0021311403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999744,0.000018563976,0.000008864113,0.00006861977,0.00011858017,0.000041458603],"domain_scores_gemma":[0.9996722,0.00011342101,0.000032338336,0.000034661527,0.00011376442,0.00003368737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003990322,0.00046832158,0.00036587974,0.00032778672,0.0004913517,0.00033979752,0.0005585489,0.00067835726,0.0037881017],"category_scores_gemma":[0.00038000898,0.00015017482,0.00041697893,0.00015479347,0.0005587589,0.0004280487,0.00030466236,0.00035992722,0.00035008547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034647065,0.00008327644,0.0017478202,0.00017718972,0.000015763135,0.00037783713,0.0004013346,0.00728495,0.9762874,0.0004381458,0.00046318304,0.012376681],"study_design_scores_gemma":[0.00005012472,0.0031312867,0.05683257,0.00007477427,0.000086713866,0.00046435732,0.0014840341,0.083578974,0.8454536,0.00049385434,0.008221413,0.00012823573],"about_ca_topic_score_codex":0.0014433531,"about_ca_topic_score_gemma":0.0032646086,"teacher_disagreement_score":0.0037881017,"about_ca_system_score_codex":0.00026534588,"about_ca_system_score_gemma":0.00022629407,"threshold_uncertainty_score":0.012672484},"labels":[],"label_agreement":null},{"id":"W4389584899","doi":"10.17118/11143/21029","title":"Harmonic modal analysis using simulated hydroelectric runner steady-statestrain gauge measurements","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Andritz (Canada); Hydro-Québec","funders":"","keywords":"Hydroelectricity; Strain gauge; Modal analysis; Harmonic analysis; Steady state (chemistry); Harmonic; Gauge (firearms); Modal; Physics; Acoustics; Mechanics; Engineering; Electrical engineering; Materials science; Electronic engineering; Vibration","score_opus":0.05834335708865946,"score_gpt":0.26798910271686577,"score_spread":0.20964574562820631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96366227,0.000017462691,0.03144226,0.000033483393,0.000009161291,0.00003699331,0.00053270883,0.00039826025,0.0038673773],"genre_scores_gemma":[0.99846894,0.0000048899733,0.0011170573,0.0000023568648,7.708294e-7,0.000009230113,0.00014677184,0.000010212049,0.00023986262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999286,0.000015023284,0.0000034348207,0.000017345057,0.000025812777,0.000009733092],"domain_scores_gemma":[0.9998166,0.00008342776,0.000013263598,0.000021012565,0.000057226574,0.000008555581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020923911,0.0002614893,0.00014599114,0.00027966412,0.00018311237,0.00028097045,0.0003267889,0.0004296016,0.0024174212],"category_scores_gemma":[0.00044412777,0.00012815878,0.00032269052,0.00020377562,0.0001851318,0.00025351022,0.00015125178,0.000269612,0.00036076043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003244001,0.00023969132,0.019441202,0.0001864053,0.00007480803,0.00020235224,0.00027132445,0.9075025,0.037328158,0.0007945526,0.000994302,0.032640312],"study_design_scores_gemma":[0.00001620489,0.00007985177,0.01066957,0.0000054980565,0.000010537967,0.000023282846,0.000041349627,0.9830625,0.005677731,0.00017026842,0.00023132423,0.000011854178],"about_ca_topic_score_codex":0.0048430325,"about_ca_topic_score_gemma":0.0048011416,"teacher_disagreement_score":0.0048430325,"about_ca_system_score_codex":0.00027255554,"about_ca_system_score_gemma":0.00019900089,"threshold_uncertainty_score":0.009629667},"labels":[],"label_agreement":null},{"id":"W4389584901","doi":"10.17118/11143/21039","title":"Development of a control strategy to reproduce the start-ups of hydraulicturbines with a closed-loop test stand","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"Test (biology); Closed loop; Hydraulic turbines; Loop (graph theory); Control theory (sociology); Control (management); Control engineering; Computer science; Engineering; Aerospace engineering; Turbine; Geology; Artificial intelligence; Mathematics","score_opus":0.018413908776893948,"score_gpt":0.22050554963032992,"score_spread":0.20209164085343598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584901","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16687018,0.00008234986,0.818001,0.00011144402,0.00020244133,0.001097739,0.00030225172,0.0050106905,0.008321964],"genre_scores_gemma":[0.905012,0.000032079195,0.09035952,0.000037522484,0.000013543231,0.00086380396,0.00025206796,0.00008688055,0.0033424788],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983346,0.000023722,0.000013753142,0.00003255715,0.00006980387,0.00002666236],"domain_scores_gemma":[0.99961483,0.000085985324,0.00003954282,0.00006523104,0.00015419797,0.0000402093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004222379,0.0005843577,0.00041625815,0.00034736417,0.0003739756,0.0005060867,0.0013619862,0.0005470672,0.004150668],"category_scores_gemma":[0.00070938776,0.00022554102,0.00031042725,0.00012770985,0.00031774983,0.00034636998,0.00035107712,0.0005046346,0.00083808566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008549252,0.001211028,0.0027556978,0.0006937059,0.000089412504,0.0006062264,0.00034289114,0.45095912,0.39151224,0.0075225676,0.0025961606,0.14085588],"study_design_scores_gemma":[0.00020615045,0.001924575,0.0023807692,0.000024662379,0.00004109952,0.00008758353,0.000051166837,0.87018484,0.119227245,0.00053575437,0.0052915295,0.000044588265],"about_ca_topic_score_codex":0.004194848,"about_ca_topic_score_gemma":0.0033130997,"teacher_disagreement_score":0.004194848,"about_ca_system_score_codex":0.00032379283,"about_ca_system_score_gemma":0.000703954,"threshold_uncertainty_score":0.013885319},"labels":[],"label_agreement":null},{"id":"W4389584921","doi":"10.17118/11143/21027","title":"Building a structural digital twin for the transient behavior of ahydraulic turbine using modal analysis","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transient (computer programming); Modal; Modal analysis; Turbine; Transient analysis; Structural engineering; Computer science; Automotive engineering; Engineering; Transient response; Mechanical engineering; Finite element method; Materials science; Electrical engineering; Composite material","score_opus":0.025189488701806005,"score_gpt":0.27111147970612615,"score_spread":0.24592199100432013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07828822,0.000033316686,0.91273594,0.000081331505,0.000033149154,0.00008237471,0.0003007179,0.0041259415,0.0043189772],"genre_scores_gemma":[0.6779038,0.00005364874,0.31464085,0.000049138212,0.000013564693,0.00012603505,0.0007411462,0.00035787356,0.0061138943],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988663,0.00001385905,0.000005559856,0.00002544183,0.000056238085,0.000012151777],"domain_scores_gemma":[0.9997868,0.000048155325,0.00001691317,0.000035330344,0.00009234714,0.000020425065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003524183,0.0005829917,0.00031153194,0.0005220043,0.00036626658,0.0004845139,0.00075978565,0.00048484906,0.008672968],"category_scores_gemma":[0.0005487417,0.00028643623,0.00043529618,0.00023729792,0.00027467377,0.00076993724,0.0006337007,0.00059062656,0.0013312845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041947237,0.00026583293,0.01173946,0.00027136444,0.00009125864,0.00026868103,0.00040669047,0.5624535,0.15899706,0.008666561,0.0031204917,0.25329953],"study_design_scores_gemma":[0.000005155629,0.00003299516,0.00082945277,0.00000558412,0.000006322878,0.000019753257,0.000017939707,0.99123186,0.005968473,0.00036498514,0.0015087381,0.000008693542],"about_ca_topic_score_codex":0.012690716,"about_ca_topic_score_gemma":0.019902296,"teacher_disagreement_score":0.012690716,"about_ca_system_score_codex":0.00063195766,"about_ca_system_score_gemma":0.0008265525,"threshold_uncertainty_score":0.029013991},"labels":[],"label_agreement":null},{"id":"W4389584934","doi":"10.17118/11143/21024","title":"Study of 1D numerical simulation of the closed-loop hydraulic test standduring start-up","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Loop (graph theory); Closed loop; Test (biology); Control theory (sociology); Computer science; Hydraulic machinery; Computer simulation; Simulation; Mechanics; Control engineering; Engineering; Mechanical engineering; Geology; Physics; Mathematics; Control (management); Artificial intelligence","score_opus":0.029199954937031744,"score_gpt":0.25842988624689917,"score_spread":0.2292299313098674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701844,0.0001196249,0.015258266,0.00029040713,0.00008644663,0.000079422505,0.0007540725,0.0003939512,0.012833495],"genre_scores_gemma":[0.99596334,0.000030152865,0.0022997893,0.000034044624,0.0000042444667,0.00003778199,0.0003110069,0.00002412558,0.0012954272],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997583,0.000045778022,0.000012982418,0.00003375376,0.00009131934,0.00005787883],"domain_scores_gemma":[0.9991296,0.00053638057,0.000053538326,0.000049377355,0.00014367088,0.000087460416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036697907,0.00047480717,0.0006146544,0.00040361003,0.0006919538,0.001111467,0.0007281136,0.0019272299,0.0037577944],"category_scores_gemma":[0.0013466028,0.0002205647,0.0005652221,0.0003311116,0.00087811984,0.00045164613,0.0004716235,0.000761652,0.0002921871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016330971,0.0001322835,0.003503283,0.0000704314,0.000019258328,0.00034789002,0.00016978009,0.9855053,0.0053232503,0.0012083882,0.0005946052,0.0029621993],"study_design_scores_gemma":[0.000014124352,0.0000790008,0.0011153603,0.000007846166,0.000004483103,0.000015236829,0.000082866536,0.9967609,0.0014629716,0.00013209178,0.00031609723,0.000008970281],"about_ca_topic_score_codex":0.008962885,"about_ca_topic_score_gemma":0.0065525216,"teacher_disagreement_score":0.008962885,"about_ca_system_score_codex":0.00072023517,"about_ca_system_score_gemma":0.00068856444,"threshold_uncertainty_score":0.017821372},"labels":[],"label_agreement":null},{"id":"W4389641359","doi":"10.23977/jemm.2023.080410","title":"Dynamic Modeling of Three-Degree-of-Freedom Hydraulic Wrist for Mine","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Jacobian matrix and determinant; Kinematics; Control theory (sociology); Wrist; Screw theory; Control engineering; Computer science; Robot; Engineering; Simulation; Mathematics; Artificial intelligence","score_opus":0.02027331217571294,"score_gpt":0.22451460799348164,"score_spread":0.2042412958177687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389641359","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028067816,0.0005008161,0.9452628,0.0001777308,0.00006680949,0.00005446595,0.0002098125,0.00046849775,0.02519119],"genre_scores_gemma":[0.917574,0.0012803384,0.05450737,0.000081882004,0.000053745844,0.0002942622,0.0004266091,0.000098190954,0.025683625],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987483,0.000021698565,0.000008453157,0.000028118779,0.00004996687,0.000016972363],"domain_scores_gemma":[0.9999207,0.00001578642,0.00002021208,0.000009334021,0.000026377265,0.0000075111066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022198458,0.00050932664,0.0006175619,0.0005717684,0.00051503687,0.00068294303,0.0009060058,0.00078798196,0.0040269243],"category_scores_gemma":[0.00024174876,0.0003384439,0.00074053276,0.00041488922,0.0004857021,0.00064248557,0.000680653,0.00036143875,0.0009248824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049821294,0.00003866718,0.0012999178,0.00021183249,0.000029468583,0.00051811367,0.00022957192,0.9336597,0.01567927,0.023857094,0.0012217328,0.023204917],"study_design_scores_gemma":[0.0000074733252,0.00003282924,0.00031684426,0.000011148058,0.000007531839,0.00008793498,0.000026074818,0.9939551,0.00092140876,0.0014308617,0.0031925426,0.00001030379],"about_ca_topic_score_codex":0.004902104,"about_ca_topic_score_gemma":0.002542633,"teacher_disagreement_score":0.004902104,"about_ca_system_score_codex":0.00030101527,"about_ca_system_score_gemma":0.00065019686,"threshold_uncertainty_score":0.013471365},"labels":[],"label_agreement":null},{"id":"W4390092326","doi":"10.22093/wwj.2022.331433.3242","title":"Making a Smart Pressure Reducing Valve for Reducing Pressure Fluctuation Caused by Water Hammer in Water Distribution Network Using Input-Output Feedback Linearization","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Water hammer; Pressure regulator; Control theory (sociology); Linearization; Feedback linearization; Relief valve; Distribution (mathematics); Hammer; Environmental science; Computer science; Control engineering; Engineering; Mathematics; Mechanical engineering; Nonlinear system; Physics; Control (management); Artificial intelligence; Mathematical analysis","score_opus":0.14808106294239878,"score_gpt":0.43827049903020665,"score_spread":0.2901894360878079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390092326","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13156386,0.00032156587,0.8596663,0.00017801436,0.00009333608,0.00009550821,0.00003582542,0.0026822889,0.0053632814],"genre_scores_gemma":[0.9621369,0.00011271444,0.035748426,0.000038558006,0.000012292609,0.000028966047,0.000023459814,0.000023821685,0.001874981],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982005,0.000027596054,0.000010315531,0.000038468635,0.000084158106,0.000019396315],"domain_scores_gemma":[0.9998462,0.000045926445,0.000033133754,0.000014163141,0.000054163625,0.0000064477904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025517933,0.0003033448,0.00018854433,0.00022722941,0.00033581466,0.00034745046,0.00046672483,0.00025226225,0.0010497966],"category_scores_gemma":[0.0003972004,0.00017738773,0.00023629729,0.00013794318,0.0003078543,0.00049067027,0.00026769354,0.00023112072,0.00016181343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029006734,0.00017887086,0.003920328,0.0006304469,0.00005168591,0.00032317993,0.00042764764,0.24011044,0.4763742,0.0037459296,0.0025050826,0.27144212],"study_design_scores_gemma":[0.00005252665,0.0005369747,0.0023406618,0.000025101626,0.00005047596,0.00014502133,0.00009647375,0.8404358,0.15002295,0.00076677295,0.0054810503,0.00004611373],"about_ca_topic_score_codex":0.0033074613,"about_ca_topic_score_gemma":0.0030320652,"teacher_disagreement_score":0.0033074613,"about_ca_system_score_codex":0.0003554808,"about_ca_system_score_gemma":0.0004106025,"threshold_uncertainty_score":0.006576419},"labels":[],"label_agreement":null},{"id":"W4390113020","doi":"10.1002/eqe.4069","title":"Multi‐rate real‐time hybrid simulation with adaptive discrete feedforward controller‐based compensation strategy","year":2023,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Control theory (sociology); Actuator; Feed forward; Controller (irrigation); Computer science; Compensation (psychology); Substructure; Computation; Computer simulation; Interpolation (computer graphics); Simulation; Engineering; Algorithm; Control engineering; Structural engineering; Control (management)","score_opus":0.009577563445722328,"score_gpt":0.21249025982870667,"score_spread":0.20291269638298434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390113020","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15600987,0.00021777688,0.8319111,0.00022316744,0.00011102744,0.0001338603,0.000042019186,0.0011177895,0.010233392],"genre_scores_gemma":[0.9708547,0.00004113916,0.02756963,0.000029750261,0.000007416967,0.000104355044,0.00002317598,0.000014404312,0.0013554033],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981576,0.000041141197,0.000010516695,0.000027993534,0.000081947896,0.000022611277],"domain_scores_gemma":[0.99965405,0.00012126743,0.00006825959,0.00003576934,0.00009560429,0.000025082627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004018559,0.00051492103,0.0004464928,0.00030610999,0.0002749591,0.0004848812,0.0006495982,0.00056384807,0.0017665968],"category_scores_gemma":[0.00059960416,0.0001708143,0.00031161777,0.00015485223,0.0003861924,0.0003075835,0.0004688172,0.00036626187,0.00016245859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013984903,0.00005419224,0.0004592887,0.00005679071,0.000020552801,0.00006697691,0.000059090173,0.96694785,0.012223935,0.0020458945,0.00023506678,0.017690532],"study_design_scores_gemma":[0.0000055041146,0.00001999064,0.000037688736,0.0000015477896,0.0000017262295,0.0000030334088,0.0000018043933,0.9989976,0.0007534571,0.00006848555,0.000107278014,0.0000018998796],"about_ca_topic_score_codex":0.004532582,"about_ca_topic_score_gemma":0.0027044127,"teacher_disagreement_score":0.004532582,"about_ca_system_score_codex":0.0003814015,"about_ca_system_score_gemma":0.00048689937,"threshold_uncertainty_score":0.009012401},"labels":[],"label_agreement":null},{"id":"W4390277520","doi":"10.11159/icffts23.171","title":"Investigating Airlift Pump Performance under Three-Phase Flow Conditions","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Fluid Flow and Thermal Science, ICFFTS ...","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Airlift; Two-phase flow; Flow (mathematics); Phase (matter); Environmental science; Mechanics; Marine engineering; Computer science; Engineering; Physics; Chemistry","score_opus":0.0346095331304829,"score_gpt":0.265260680692223,"score_spread":0.23065114756174013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390277520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698323,0.000155535,0.002424993,0.000029139532,0.000009687778,0.000012137204,0.000079789526,0.00010405146,0.00020149196],"genre_scores_gemma":[0.9967224,0.0001800914,0.0023507788,0.00001873954,0.000005135001,0.000019620522,0.00017419453,0.000038111662,0.00049094943],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99959403,0.00004308352,0.000025046415,0.0000769734,0.00017084237,0.0000899689],"domain_scores_gemma":[0.9992386,0.00023555908,0.00011962785,0.000049675455,0.0003092379,0.00004728511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064874656,0.0004631829,0.00050675374,0.0004470339,0.0004522829,0.00053306547,0.00038326767,0.0005712977,0.0011351433],"category_scores_gemma":[0.0012639463,0.0001997158,0.00028836494,0.000328299,0.00042960903,0.0010395923,0.00033143564,0.00054900645,0.00037249224],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005432998,0.00012002242,0.0033988166,0.00010663609,0.000012223713,0.00015596417,0.00024823422,0.0011619667,0.9827434,0.0000758143,0.0001285177,0.011305125],"study_design_scores_gemma":[0.000014475039,0.0008378294,0.008762195,0.00000549223,0.000016098838,0.0000757769,0.00014490764,0.009888716,0.97962886,0.00002320316,0.0005829907,0.000019417997],"about_ca_topic_score_codex":0.0018007554,"about_ca_topic_score_gemma":0.0010332356,"teacher_disagreement_score":0.0018007554,"about_ca_system_score_codex":0.00026657444,"about_ca_system_score_gemma":0.0002847608,"threshold_uncertainty_score":0.003797412},"labels":[],"label_agreement":null},{"id":"W4390637149","doi":"10.1177/01423312231201676","title":"LuGre model–based robust adaptive control for a pump-controlled hydraulic actuator experiencing friction","year":2024,"lang":"en","type":"article","venue":"Transactions of the Institute of Measurement and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Robustness (evolution); Adaptive control; Parametric statistics; Actuator; Robust control; Feed forward; Lyapunov function; Attenuation; Compensation (psychology); Engineering; Computer science; Control engineering; Control system; Mathematics; Control (management); Nonlinear system; Artificial intelligence","score_opus":0.03039748834674361,"score_gpt":0.21058068931165386,"score_spread":0.18018320096491025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390637149","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019269291,0.00030280088,0.97752565,0.00007884304,0.000046014447,0.000022910765,0.000011812788,0.00038716232,0.0023556263],"genre_scores_gemma":[0.9664429,0.0002562097,0.02988324,0.000074212534,0.000031945117,0.000080231315,0.000037958853,0.000030880175,0.003162638],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971265,0.000048052527,0.000018999426,0.00008876189,0.00009601203,0.000035560246],"domain_scores_gemma":[0.99979097,0.000059444916,0.000056374138,0.000025229105,0.000059925205,0.000008017269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004901325,0.00071048114,0.00070655707,0.00025333263,0.0003142207,0.0007375052,0.00092642853,0.0006992089,0.0009944044],"category_scores_gemma":[0.0006300056,0.00030351084,0.00059618073,0.00020940257,0.00050350546,0.0006540745,0.0008798258,0.00065635564,0.0002194745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021404261,0.00007349504,0.00055173266,0.00031276853,0.0001218749,0.0002535246,0.00021609735,0.8307836,0.06410087,0.01218059,0.0009980275,0.09019338],"study_design_scores_gemma":[0.000008359919,0.00009264532,0.000116707255,0.0000051994775,0.000010253732,0.00002410077,0.0000064265437,0.9965695,0.0020044043,0.00041355367,0.00074127427,0.000007514079],"about_ca_topic_score_codex":0.00317747,"about_ca_topic_score_gemma":0.0027701384,"teacher_disagreement_score":0.00317747,"about_ca_system_score_codex":0.00037755942,"about_ca_system_score_gemma":0.0005087519,"threshold_uncertainty_score":0.0063179135},"labels":[],"label_agreement":null},{"id":"W4391054437","doi":"10.2316/j.2024.201-0396","title":"RELIABILITY ALLOCATION OF HYDRAULIC SYSTEMS FOR COMPUTER NUMERICAL CONTROL (CNC) MACHINE TOOLS BASED ON IMPROVED FUZZY ANALYTIC HIERARCHY PROCESS (FAHP), 18-24.","year":2024,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Numerical control; Reliability (semiconductor); Computer science; Process (computing); Hierarchy; Fuzzy logic; Analytic hierarchy process; Machine tool; Reliability engineering; Control engineering; Engineering; Operations research; Artificial intelligence; Mechanical engineering; Operating system","score_opus":0.009876649555139637,"score_gpt":0.22632703748855276,"score_spread":0.21645038793341312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391054437","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032098893,0.00034429823,0.96256286,0.00013451575,0.000035716963,0.00007464507,0.00007337422,0.0003469774,0.004328854],"genre_scores_gemma":[0.89889395,0.00014964007,0.09920989,0.000023050456,0.000019598056,0.00007097096,0.00006381641,0.000043775588,0.0015252737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994935,0.00016774141,0.000023882061,0.000060155726,0.00019355182,0.00006130002],"domain_scores_gemma":[0.99926585,0.00033039562,0.00007190696,0.00005259938,0.00025701927,0.000022111304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012804321,0.00038803057,0.0004703368,0.00067737984,0.0004354996,0.00063680357,0.0006877155,0.00034297304,0.002427907],"category_scores_gemma":[0.003227776,0.00020773469,0.00037203162,0.00035694495,0.0003876511,0.0007524628,0.0004143009,0.00053889607,0.00022114169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012880196,0.00004421483,0.00084587926,0.00016236024,0.000028384873,0.00003913326,0.00014822089,0.869333,0.0063286973,0.02341892,0.0016400449,0.09788232],"study_design_scores_gemma":[0.0000063092675,0.000029920386,0.00044103712,0.000006278093,0.000008679414,0.000008451377,0.000013983778,0.99210805,0.001437287,0.005463417,0.00047205455,0.000004548102],"about_ca_topic_score_codex":0.0075011607,"about_ca_topic_score_gemma":0.007355398,"teacher_disagreement_score":0.0075011607,"about_ca_system_score_codex":0.0012189158,"about_ca_system_score_gemma":0.0014316277,"threshold_uncertainty_score":0.0149149895},"labels":[],"label_agreement":null},{"id":"W4391419416","doi":"","title":"Extremal harmonic active control of torque oscillation applied to a monocylinder hybrid powertrain","year":2012,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Powertrain; Torque; Control theory (sociology); Direct torque control; Harmonic; Oscillation (cell signaling); Harmonic analysis; Control (management); Physics; Computer science; Engineering; Electrical engineering; Voltage; Acoustics; Electronic engineering; Induction motor; Chemistry; Artificial intelligence; Thermodynamics","score_opus":0.011465465483020215,"score_gpt":0.2039732207942946,"score_spread":0.1925077553112744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391419416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75398153,0.00024564474,0.21996354,0.00017316162,0.00018198238,0.00004791007,0.00004094879,0.00020337859,0.025161805],"genre_scores_gemma":[0.9972504,0.000020000201,0.0015557274,0.000006053455,0.000009090043,0.000004811864,0.000004198484,0.0000048139113,0.0011449204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999558,0.000007434338,0.0000026878233,0.0000068900663,0.00001686492,0.000010381866],"domain_scores_gemma":[0.9999013,0.00004383167,0.000015746822,0.000007758427,0.000021958376,0.000009384305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013963607,0.0001784298,0.00021520698,0.00014800532,0.00023358485,0.00041099018,0.00027289332,0.00016524954,0.002631554],"category_scores_gemma":[0.00020180631,0.00006913891,0.00008459022,0.00014659195,0.00024094316,0.00011369398,0.00023774065,0.00014538268,0.000096445125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023540189,0.00027678892,0.0019426055,0.00056080474,0.0000883304,0.00051715766,0.00052602007,0.13808912,0.59383506,0.018276187,0.0019427983,0.24159122],"study_design_scores_gemma":[0.00006160488,0.000587897,0.0034519476,0.000021778085,0.000021730037,0.000066605426,0.00010672178,0.9524497,0.03909445,0.0015259712,0.002598712,0.000012980263],"about_ca_topic_score_codex":0.0006368139,"about_ca_topic_score_gemma":0.0014018253,"teacher_disagreement_score":0.002631554,"about_ca_system_score_codex":0.00015657305,"about_ca_system_score_gemma":0.0000867042,"threshold_uncertainty_score":0.008803368},"labels":[],"label_agreement":null},{"id":"W4391581375","doi":"10.2139/ssrn.4717875","title":"Performance Map of the Hydraulic Air Compressor (Hac) Installed at Dynamic Earth, Sudbury","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Gas compressor; Earth (classical element); Air compressor; Environmental science; Geology; Engineering; Mechanical engineering; Physics","score_opus":0.005359835020188506,"score_gpt":0.20045355745646168,"score_spread":0.19509372243627318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391581375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675528,0.00013487952,0.0007230829,0.00010581767,0.000025399291,0.000025093901,0.010577293,0.00049497676,0.020360727],"genre_scores_gemma":[0.99153954,0.000085070555,0.00026940805,0.000012218581,0.0000071679474,0.0000068487366,0.0036647918,0.000026945983,0.004387949],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973136,0.000012031714,0.000008582194,0.000068897854,0.00008964079,0.000089479785],"domain_scores_gemma":[0.9996449,0.00005131151,0.000021786103,0.00001726443,0.00021416755,0.000050539176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015540827,0.00037959238,0.00042480888,0.0011238117,0.00082292646,0.00076814805,0.0003588394,0.00042046377,0.00954867],"category_scores_gemma":[0.00034129177,0.00017609632,0.00019524772,0.0009834124,0.00039755364,0.00042637548,0.0003513833,0.00042030087,0.0017394918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0089056,0.00068651064,0.21197966,0.0009285832,0.00025126358,0.0028386042,0.0017061391,0.26022398,0.30025363,0.004601542,0.061163995,0.14646043],"study_design_scores_gemma":[0.00007408705,0.00072049204,0.90627545,0.000046138826,0.0000732775,0.00018248938,0.001412617,0.0499901,0.032086257,0.00026293285,0.0087762065,0.00009991814],"about_ca_topic_score_codex":0.3269425,"about_ca_topic_score_gemma":0.2956862,"teacher_disagreement_score":0.6730575,"about_ca_system_score_codex":0.0015603928,"about_ca_system_score_gemma":0.0012552693,"threshold_uncertainty_score":0.650079},"labels":[],"label_agreement":null},{"id":"W4391760033","doi":"10.2316/j.2024.201-0403","title":"SIMULATION OF FLOW CHARACTERISTICS OF TOTAL POWER CONTROL HYDRAULIC PUMP FOR SMALL EXCAVATOR, 147-155. SI","year":2024,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Excavator; Power flow; Control theory (sociology); Power (physics); Flow (mathematics); Environmental science; Computer science; Control (management); Mechanics; Engineering; Physics; Electric power system; Mechanical engineering; Thermodynamics","score_opus":0.007912142943919294,"score_gpt":0.20374385316431767,"score_spread":0.1958317102203984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391760033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86377597,0.00022777199,0.07626547,0.0004180998,0.00016116725,0.00012518663,0.0025225047,0.0025513486,0.053952407],"genre_scores_gemma":[0.9916967,0.000036666574,0.0023700783,0.000010365684,0.000002568632,0.00003434927,0.00027514333,0.000049658483,0.0055244355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999317,0.0000120424365,0.0000034291202,0.000011792779,0.000025019393,0.000015957183],"domain_scores_gemma":[0.9997125,0.00016483209,0.000015974389,0.000018331766,0.00006573647,0.000022472997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016610562,0.0003156189,0.0003413056,0.0003758402,0.00039079922,0.00042892768,0.00050353876,0.0007894683,0.012648162],"category_scores_gemma":[0.0005471652,0.00022520774,0.00031343917,0.00021790978,0.00031281527,0.00045158886,0.00026321597,0.00032045037,0.0005446868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026166436,0.000103564846,0.0035821241,0.00011620181,0.000014709871,0.00019013156,0.000106784304,0.97536564,0.006853031,0.00172516,0.0021637983,0.009517277],"study_design_scores_gemma":[0.000016380029,0.00006239822,0.0010000067,0.0000044481203,0.0000042022207,0.000013724453,0.0000299015,0.9957848,0.0022115656,0.00020267467,0.0006648977,0.000004940973],"about_ca_topic_score_codex":0.0115899965,"about_ca_topic_score_gemma":0.007487466,"teacher_disagreement_score":0.012648162,"about_ca_system_score_codex":0.000431225,"about_ca_system_score_gemma":0.0005684659,"threshold_uncertainty_score":0.042312324},"labels":[],"label_agreement":null},{"id":"W4392028018","doi":"10.26678/abcm.cobem2023.cob2023-1126","title":"MODELING AND EVALUATION OF THE REGENERATIVE POTENTIAL OF A QUARTER-CAR WITH HYDRAULIC DAMPER","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damper; Quarter (Canadian coin); Engineering; Automotive engineering; Hydraulic machinery; Structural engineering; Mechanical engineering; Computer science","score_opus":0.01520103885491749,"score_gpt":0.22879730334632836,"score_spread":0.21359626449141086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392028018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7925332,0.0005410162,0.13071185,0.0005606328,0.000111041256,0.00013063272,0.00040481894,0.00097319327,0.074033685],"genre_scores_gemma":[0.994447,0.000060889568,0.0010028367,0.000012224121,0.000005195038,0.00001427601,0.000029215136,0.000012981384,0.0044153123],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987817,0.000026504187,0.0000043620216,0.000017786266,0.000034510856,0.000038601447],"domain_scores_gemma":[0.9997272,0.000110113324,0.00002909424,0.000022601964,0.000068313624,0.000042705735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026680302,0.00050255633,0.0007631072,0.0005211423,0.0007537625,0.000920339,0.0012582312,0.0015491747,0.004459992],"category_scores_gemma":[0.00057365274,0.00037536415,0.000680353,0.00028902912,0.0007495207,0.0006474677,0.00053879485,0.00052540324,0.00045045879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007036744,0.000032347743,0.00037415783,0.000027936285,0.000009066479,0.00009295334,0.00003305408,0.9937219,0.002597056,0.0013986905,0.00012520055,0.0015172923],"study_design_scores_gemma":[0.000004087531,0.000016770915,0.00011013598,0.0000014216951,0.00000397105,0.0000068423305,0.000011602834,0.9992913,0.00031298344,0.00012640285,0.00011165336,0.0000028695374],"about_ca_topic_score_codex":0.027654044,"about_ca_topic_score_gemma":0.011201415,"teacher_disagreement_score":0.027654044,"about_ca_system_score_codex":0.0007876652,"about_ca_system_score_gemma":0.001177957,"threshold_uncertainty_score":0.05498618},"labels":[],"label_agreement":null},{"id":"W4392081874","doi":"10.1016/j.mechatronics.2024.103162","title":"Model-based health monitoring of rotate-vector reducers in robot manipulators","year":2024,"lang":"en","type":"article","venue":"Mechatronics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"China National Funds for Distinguished Young Scientists; University of Toronto","keywords":"Robot manipulator; Control theory (sociology); Control engineering; Manipulator (device); Computer science; Robot; Artificial intelligence; Engineering; Control (management)","score_opus":0.030145163829838124,"score_gpt":0.26620540616277283,"score_spread":0.2360602423329347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392081874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6008029,0.000419862,0.3934782,0.00013997621,0.00003301094,0.00006934574,0.00018953308,0.0021570935,0.0027100856],"genre_scores_gemma":[0.9945128,0.000042586384,0.0050328597,0.000005465705,0.0000027901235,0.000013227265,0.000036099365,0.000012362699,0.00034176788],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998098,0.00003831337,0.000008682914,0.000053042397,0.00007154086,0.000018679319],"domain_scores_gemma":[0.9997811,0.00007235116,0.0000525433,0.00003312869,0.00004958312,0.00001130053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002064536,0.00048218074,0.0007166154,0.00033619395,0.00022792767,0.00045559532,0.0004817893,0.00044954618,0.0010475856],"category_scores_gemma":[0.0006493147,0.00019706979,0.00024703328,0.00017375973,0.00028950706,0.000421465,0.00033500727,0.00023330773,0.00019729165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009797662,0.00023619867,0.0076802666,0.0002973626,0.00009057585,0.00029416347,0.00023952617,0.76280826,0.11868961,0.002205288,0.0009915102,0.10548743],"study_design_scores_gemma":[0.000009678731,0.000112469796,0.0023621896,0.000004719601,0.000009740399,0.00004115059,0.000014576711,0.99082804,0.00609896,0.00034478895,0.00016614367,0.000007407731],"about_ca_topic_score_codex":0.003640391,"about_ca_topic_score_gemma":0.003156979,"teacher_disagreement_score":0.003640391,"about_ca_system_score_codex":0.0003082528,"about_ca_system_score_gemma":0.00029938304,"threshold_uncertainty_score":0.007238388},"labels":[],"label_agreement":null},{"id":"W4392149372","doi":"","title":"HARMONIC MODAL ANALYSIS USING HYDROELECTRIC RUNNER STEADY-STATE STRAIN GAUGE MEASUREMENTS","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Hydroelectricity; Strain gauge; Modal analysis; Harmonic analysis; Steady state (chemistry); Harmonic; Modal; Gauge (firearms); Electrical engineering; Environmental science; Engineering; Acoustics; Finite element method; Physics; Structural engineering; Electronic engineering; Materials science","score_opus":0.029274349879448745,"score_gpt":0.23127939334497086,"score_spread":0.20200504346552212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392149372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7956986,0.00007368466,0.18815184,0.000062808744,0.000028201011,0.000054908873,0.00052728126,0.00059434975,0.014808285],"genre_scores_gemma":[0.9851698,0.000042293133,0.011373669,0.000007664826,0.0000052213127,0.000014406899,0.00015570212,0.000034064025,0.0031972004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989796,0.000009321569,0.0000031108589,0.000024081453,0.000052284504,0.000013230212],"domain_scores_gemma":[0.9998565,0.000050394116,0.000011823501,0.000018104805,0.00005541154,0.000007782193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001563035,0.00019603288,0.00017368949,0.00047518322,0.00025414937,0.00037757907,0.0002851738,0.00031218128,0.0041567944],"category_scores_gemma":[0.00024058002,0.00012774224,0.00019736521,0.0003413997,0.0002308846,0.00043914036,0.00020965686,0.00021948913,0.0004885782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004261009,0.00020386194,0.011067695,0.00019376657,0.000037294507,0.00020438191,0.0004613455,0.045351505,0.75874305,0.0027361673,0.0010415036,0.17953336],"study_design_scores_gemma":[0.000032109197,0.00043774396,0.07433859,0.000036157642,0.000052033596,0.00028812012,0.00050976424,0.56207687,0.35412014,0.0019211661,0.0060830023,0.00010434521],"about_ca_topic_score_codex":0.0012983524,"about_ca_topic_score_gemma":0.0035977727,"teacher_disagreement_score":0.0041567944,"about_ca_system_score_codex":0.00021840318,"about_ca_system_score_gemma":0.00015880255,"threshold_uncertainty_score":0.013905883},"labels":[],"label_agreement":null},{"id":"W4392309682","doi":"10.2139/ssrn.4743116","title":"Harmonic-Modal Hybrid Frequency Approach for Parameterized Non-Linear Dynamics","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Parameterized complexity; Modal; Dynamics (music); Harmonic; Mathematics; Acoustics; Physics; Computer science; Algorithm; Materials science","score_opus":0.012795790396456706,"score_gpt":0.23855007716203966,"score_spread":0.22575428676558296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392309682","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033809685,0.00010328078,0.9927758,0.000045174365,0.00003049473,0.000009389138,0.000022737377,0.00007377485,0.0035584478],"genre_scores_gemma":[0.7100625,0.0008721926,0.25484297,0.00016837537,0.00027345517,0.0002085338,0.0002716224,0.00035453096,0.032945815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998803,0.000039476145,0.0000049227037,0.000020537595,0.00004268104,0.000012087253],"domain_scores_gemma":[0.9997569,0.000120017714,0.000021438924,0.000032389813,0.000054578824,0.000014735108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031191175,0.00062124006,0.0004974529,0.0004968146,0.00035137698,0.000791759,0.0007426894,0.0008215455,0.0065869074],"category_scores_gemma":[0.0006553284,0.00029965088,0.00060168654,0.00032233508,0.00049844844,0.0008548586,0.0009583621,0.000797537,0.0010517115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006321931,0.000071271745,0.0003595005,0.00025971432,0.00008602377,0.0001456436,0.00014266174,0.7794872,0.011184596,0.12316331,0.0021663075,0.082870536],"study_design_scores_gemma":[0.0000017663459,0.000010704785,0.00004380778,0.000004388683,0.000003939644,0.000011326267,0.000010177364,0.98726046,0.00024727057,0.0112697715,0.0011326002,0.0000037266273],"about_ca_topic_score_codex":0.0013240479,"about_ca_topic_score_gemma":0.0019494235,"teacher_disagreement_score":0.0065869074,"about_ca_system_score_codex":0.00035499278,"about_ca_system_score_gemma":0.00027359903,"threshold_uncertainty_score":0.02203542},"labels":[],"label_agreement":null},{"id":"W4392433716","doi":"","title":"Study of the flow parameterization in the components of pneumatic power transmission circuit","year":2012,"lang":"fr","type":"preprint","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power flow; Power (physics); Flow (mathematics); Electrical engineering; Computer science; Transmission (telecommunications); Electronic engineering; Engineering; Electric power system; Mechanics; Physics; Thermodynamics","score_opus":0.036943785981515175,"score_gpt":0.26518087310031296,"score_spread":0.22823708711879778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392433716","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16878647,0.0012573265,0.81470305,0.0005477351,0.000082140905,0.00009999232,0.00021336108,0.0004169103,0.013892983],"genre_scores_gemma":[0.9593537,0.000744132,0.03085519,0.00005179768,0.00003789888,0.000109830464,0.00017646978,0.00010604805,0.008565045],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982774,0.00003656507,0.0000067673877,0.00004569841,0.00006365311,0.000019471434],"domain_scores_gemma":[0.9996049,0.00022488661,0.000052132276,0.00003593282,0.000069304275,0.000012858804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028869425,0.00042962003,0.0005067699,0.0005590394,0.00035364841,0.0010045652,0.00054397446,0.0009814285,0.0021707646],"category_scores_gemma":[0.0015669664,0.0002645464,0.0005288175,0.0005016828,0.0006374351,0.0015966448,0.00044172935,0.00065231835,0.00021254904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046078316,0.00003239017,0.0028517258,0.00016385957,0.000029195124,0.00019242468,0.00017798037,0.91606414,0.021038419,0.023971101,0.00059578306,0.034836944],"study_design_scores_gemma":[0.0000024628011,0.000023816365,0.0009907713,0.000011711321,0.0000057903358,0.000050997034,0.000034112145,0.99182653,0.0031931412,0.0021814501,0.0016690918,0.000010138543],"about_ca_topic_score_codex":0.004192209,"about_ca_topic_score_gemma":0.0022967928,"teacher_disagreement_score":0.004192209,"about_ca_system_score_codex":0.00057373964,"about_ca_system_score_gemma":0.00058686995,"threshold_uncertainty_score":0.00833559},"labels":[],"label_agreement":null},{"id":"W4392711755","doi":"10.20944/preprints202401.1962.v2","title":"Analytical Solution of a Forced Vibrating Tube Transporting Fluid","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Tube (container); Mechanics; Materials science; Physics; Composite material","score_opus":0.0862490444228893,"score_gpt":0.31429128927015065,"score_spread":0.22804224484726135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392711755","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054172684,0.00041191146,0.9391049,0.00025838995,0.00015396638,0.000041296833,0.000037705257,0.00022675752,0.0055923923],"genre_scores_gemma":[0.8094048,0.00066032866,0.16464171,0.0001523097,0.00012168647,0.00010978892,0.0000694071,0.00008058908,0.024759464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998406,0.00003859407,0.000005477699,0.000025690322,0.000076364755,0.000013154635],"domain_scores_gemma":[0.99979335,0.0000946883,0.000022814223,0.00001524432,0.00006327748,0.000010697657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027216447,0.0003433499,0.00035179142,0.00031410242,0.00023796834,0.00041455097,0.00047105446,0.0009864968,0.002274062],"category_scores_gemma":[0.00085880817,0.0001682196,0.00039723486,0.00013427719,0.0006892341,0.0004450652,0.0004089327,0.0003775992,0.0003438406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012356961,0.00009635788,0.0006761367,0.0005609418,0.000062458246,0.0012682292,0.00068698474,0.43260768,0.32838407,0.15632996,0.0019981521,0.077205405],"study_design_scores_gemma":[0.000011065285,0.000060890998,0.00015745003,0.000016900325,0.000008907383,0.00020771277,0.00003590384,0.9767173,0.010643143,0.008852734,0.0032742955,0.000013738713],"about_ca_topic_score_codex":0.00043196965,"about_ca_topic_score_gemma":0.00034861837,"teacher_disagreement_score":0.002274062,"about_ca_system_score_codex":0.0002443616,"about_ca_system_score_gemma":0.00045507724,"threshold_uncertainty_score":0.0076075196},"labels":[],"label_agreement":null},{"id":"W4392725740","doi":"10.1155/2024/6686238","title":"A Multifactor Combination Optimization Design Based on Orthogonality for a Two‐Degree‐of‐Freedom Floating Machine Gun Vibration System","year":2024,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"National Natural Science Foundation of China","keywords":"Orthogonality; Vibration; Degree (music); Structural engineering; Computer science; Engineering; Control theory (sociology); Mathematics; Acoustics; Physics; Artificial intelligence","score_opus":0.0273964747598877,"score_gpt":0.24498349147888596,"score_spread":0.21758701671899827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392725740","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08957772,0.00018235591,0.9066384,0.000054064472,0.000030498426,0.00029011976,0.000047517107,0.00021164755,0.0029677355],"genre_scores_gemma":[0.6493767,0.0001850325,0.34701872,0.00004728295,0.000014897023,0.0010329757,0.00013603087,0.000057519395,0.0021308712],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874437,0.0005338803,0.00006135763,0.00023118395,0.00030402848,0.00012512956],"domain_scores_gemma":[0.9993316,0.00034009016,0.00009858875,0.00003573687,0.00016681396,0.000027134389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002326206,0.0012525348,0.0010677741,0.00085334445,0.0005523407,0.00089052063,0.00064048206,0.00066312484,0.0021151046],"category_scores_gemma":[0.002021652,0.00072546327,0.0012647731,0.0006373051,0.00046102738,0.00054881023,0.0009205745,0.0008473405,0.00024984396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000546646,0.00048426405,0.0022808097,0.00038647506,0.00017960902,0.00011132806,0.00016773556,0.8421897,0.034515202,0.0062756767,0.00034144724,0.11252114],"study_design_scores_gemma":[0.000056309756,0.0009270033,0.0011396481,0.00001591955,0.00006904442,0.000017790206,0.0000378421,0.99145985,0.0044622775,0.0008042757,0.0009849808,0.000024942496],"about_ca_topic_score_codex":0.0027248415,"about_ca_topic_score_gemma":0.0026957584,"teacher_disagreement_score":0.0027248415,"about_ca_system_score_codex":0.00057897094,"about_ca_system_score_gemma":0.0014755228,"threshold_uncertainty_score":0.0123022795},"labels":[],"label_agreement":null},{"id":"W4392768170","doi":"10.4271/01-17-02-0013","title":"Experimental Investigation of a Flexible Airframe Taxiing Over an Uneven Runway for Aircraft Vibration Testing","year":2024,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Airframe; Runway; Aeronautics; Engineering; Airplane; Vibration; Structural engineering; Aerospace engineering; Automotive engineering; Acoustics; Physics","score_opus":0.02657675675344166,"score_gpt":0.28935785061953334,"score_spread":0.26278109386609166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392768170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804074,0.000020577707,0.0016242493,0.00000730686,0.000013435297,0.000028102393,0.000050953735,0.000017377417,0.00019731467],"genre_scores_gemma":[0.99724245,0.00003212674,0.0019115688,0.000009248689,0.0000031229615,0.000029140325,0.00006289582,0.0000070020265,0.00070242386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970526,0.000027139407,0.000013659403,0.000090960566,0.000085641186,0.000077253724],"domain_scores_gemma":[0.9994905,0.00014395981,0.000055917666,0.00009471688,0.00011559204,0.000099379125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003208123,0.000566476,0.00036931824,0.00032601345,0.0004423321,0.0002581095,0.0005073966,0.00051255734,0.0017000935],"category_scores_gemma":[0.00045213397,0.00017574709,0.0003317274,0.00020302045,0.0005218076,0.00020737352,0.00037748314,0.00037363372,0.0002473048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064175273,0.0003376168,0.004076852,0.0001135422,0.000018576611,0.0006518075,0.00042184937,0.0023841253,0.98473585,0.00011586391,0.00009304778,0.006409163],"study_design_scores_gemma":[0.00016139534,0.023726435,0.09939205,0.000057325873,0.00008085224,0.00053593155,0.0021324593,0.0141715435,0.85733765,0.00013655498,0.0022014407,0.00006643675],"about_ca_topic_score_codex":0.0008485569,"about_ca_topic_score_gemma":0.0024908623,"teacher_disagreement_score":0.0017000935,"about_ca_system_score_codex":0.00016798382,"about_ca_system_score_gemma":0.00021184637,"threshold_uncertainty_score":0.0056874156},"labels":[],"label_agreement":null},{"id":"W4392840620","doi":"10.2139/ssrn.4715738","title":"Experimental Investigation of a Hexapod Microvibration Isolator for High-Torque Cmg in an Alternative Stewart Platform Configuration","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Hexapod; Stewart platform; Torque; Engineering; Isolator; Computer science; Physics; Electrical engineering; Classical mechanics; Kinematics","score_opus":0.01558494143700729,"score_gpt":0.2515301213284154,"score_spread":0.23594517989140812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392840620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97495157,0.00012133279,0.021961756,0.00007683795,0.00006988266,0.00012696763,0.00013243857,0.00038461975,0.0021746506],"genre_scores_gemma":[0.9944938,0.000020527035,0.0045171524,0.000015677984,0.000007263817,0.00002497248,0.000044761433,0.000018074374,0.00085790653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933344,0.0001264083,0.000022331336,0.00014465056,0.00024415524,0.00012912221],"domain_scores_gemma":[0.998798,0.00028207886,0.00016325145,0.00018137883,0.00038100028,0.00019421139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071326905,0.0005786672,0.00052209216,0.00041823796,0.00056000444,0.00039226288,0.0013963911,0.00076288794,0.0038305854],"category_scores_gemma":[0.0010188905,0.0002418675,0.00023997453,0.00030311092,0.0005578644,0.00046713074,0.0005255568,0.00040788058,0.0006623953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023707284,0.0004025857,0.003519859,0.0006252635,0.000033366246,0.00050747173,0.00058182806,0.0024381757,0.96693313,0.00054531795,0.0004462139,0.021596128],"study_design_scores_gemma":[0.0005341702,0.017187351,0.036518093,0.00009425059,0.00013328285,0.00092899567,0.0007965221,0.04325635,0.89175385,0.0002661706,0.008444126,0.000086804524],"about_ca_topic_score_codex":0.0006611021,"about_ca_topic_score_gemma":0.000782935,"teacher_disagreement_score":0.0038305854,"about_ca_system_score_codex":0.00029887143,"about_ca_system_score_gemma":0.0005124122,"threshold_uncertainty_score":0.012814581},"labels":[],"label_agreement":null},{"id":"W4392907827","doi":"10.32920/25412581","title":"Modelling and Control of Hydraulic and Electrical Actuation Systems for Aerospace Systems","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Modular design; Gimbal; Control engineering; Kinematics; Control system; Control theory (sociology); Mechanism (biology); Hydraulic cylinder; Motion control; Computer science; Hydraulic machinery; Engineering; Control (management); Mechanical engineering; Artificial intelligence; Robot; Aerospace engineering","score_opus":0.01770191819914733,"score_gpt":0.22407443557476045,"score_spread":0.20637251737561313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392907827","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002174439,0.0020569863,0.9865348,0.00023990731,0.00012188782,0.00004735368,0.000086971166,0.00025009038,0.008487466],"genre_scores_gemma":[0.6502868,0.009867738,0.30218172,0.00035245574,0.00070077856,0.0008834166,0.0008075075,0.0002383141,0.034681212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933416,0.00014029132,0.00004560869,0.00009893034,0.0003350002,0.00004599863],"domain_scores_gemma":[0.9996904,0.000109607434,0.000059721846,0.000042207364,0.00008535087,0.000012803846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065049564,0.0008190695,0.0007205674,0.0005578899,0.00041048857,0.0015115321,0.0010634166,0.0010723972,0.0032188196],"category_scores_gemma":[0.0010029022,0.00034873225,0.00077894394,0.00049615017,0.001015597,0.0009660605,0.0008973056,0.0012905962,0.0011080349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032572476,0.00003755009,0.00035924895,0.0005388539,0.00004451391,0.00023328881,0.00023390625,0.6211391,0.015047575,0.29579014,0.0031860995,0.063357145],"study_design_scores_gemma":[0.0000126764935,0.000052595446,0.00038486754,0.00006436734,0.000013172721,0.000095717354,0.00003524934,0.90353286,0.0022936517,0.06271479,0.03077592,0.00002410281],"about_ca_topic_score_codex":0.0032220676,"about_ca_topic_score_gemma":0.0022953465,"teacher_disagreement_score":0.0032220676,"about_ca_system_score_codex":0.0007406305,"about_ca_system_score_gemma":0.00090000883,"threshold_uncertainty_score":0.010768056},"labels":[],"label_agreement":null},{"id":"W4392914765","doi":"10.32920/25412581.v1","title":"Modelling and Control of Hydraulic and Electrical Actuation Systems for Aerospace Systems","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Modular design; Gimbal; Control engineering; Kinematics; Control theory (sociology); Hydraulic cylinder; Control system; Mechanism (biology); Motion control; Computer science; Hydraulic machinery; Engineering; Control (management); Mechanical engineering; Robot; Artificial intelligence; Aerospace engineering","score_opus":0.01770191819914733,"score_gpt":0.22407443557476045,"score_spread":0.20637251737561313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392914765","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002174439,0.0020569863,0.9865348,0.00023990731,0.00012188782,0.00004735368,0.000086971166,0.00025009038,0.008487466],"genre_scores_gemma":[0.6502868,0.009867738,0.30218172,0.00035245574,0.00070077856,0.0008834166,0.0008075075,0.0002383141,0.034681212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933416,0.00014029132,0.00004560869,0.00009893034,0.0003350002,0.00004599863],"domain_scores_gemma":[0.9996904,0.000109607434,0.000059721846,0.000042207364,0.00008535087,0.000012803846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065049564,0.0008190695,0.0007205674,0.0005578899,0.00041048857,0.0015115321,0.0010634166,0.0010723972,0.0032188196],"category_scores_gemma":[0.0010029022,0.00034873225,0.00077894394,0.00049615017,0.001015597,0.0009660605,0.0008973056,0.0012905962,0.0011080349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032572476,0.00003755009,0.00035924895,0.0005388539,0.00004451391,0.00023328881,0.00023390625,0.6211391,0.015047575,0.29579014,0.0031860995,0.063357145],"study_design_scores_gemma":[0.0000126764935,0.000052595446,0.00038486754,0.00006436734,0.000013172721,0.000095717354,0.00003524934,0.90353286,0.0022936517,0.06271479,0.03077592,0.00002410281],"about_ca_topic_score_codex":0.0032220676,"about_ca_topic_score_gemma":0.0022953465,"teacher_disagreement_score":0.0032220676,"about_ca_system_score_codex":0.0007406305,"about_ca_system_score_gemma":0.00090000883,"threshold_uncertainty_score":0.010768056},"labels":[],"label_agreement":null},{"id":"W4392938432","doi":"10.1007/978-981-99-5922-8_12","title":"Vibration and Modal Analysis of a Tonearm-Cartridge System","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Cartridge; Modal analysis; Vibration; Modal; Acoustics; Structural engineering; Engineering; Materials science; Physics; Mechanical engineering; Composite material","score_opus":0.006977077899291904,"score_gpt":0.19206404020530118,"score_spread":0.18508696230600927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392938432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8917051,0.00034492192,0.088173345,0.00013057844,0.0000309313,0.000041867326,0.00017621391,0.0003745217,0.019022556],"genre_scores_gemma":[0.9924623,0.000035317535,0.002291962,0.000009951324,0.0000041230746,0.0000065382105,0.000036056,0.000007745502,0.005146038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999441,0.0000081786275,0.0000020554237,0.000009158546,0.00002995529,0.0000066768953],"domain_scores_gemma":[0.9999348,0.0000343778,0.000006085904,0.0000062621193,0.000013050121,0.0000054701177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085307605,0.00012910052,0.00019418556,0.00014297615,0.00021921682,0.00017267904,0.00023301141,0.00031390152,0.005067059],"category_scores_gemma":[0.00013831012,0.00007026466,0.0001305413,0.00011475115,0.00014137334,0.00012776966,0.00013843282,0.00012709502,0.00036243198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010540172,0.000115984745,0.0031307088,0.00023454824,0.000052467818,0.0007194692,0.00046074492,0.10360176,0.7960379,0.0044381623,0.0015038053,0.08865037],"study_design_scores_gemma":[0.000034169403,0.0006474386,0.03428548,0.00001943801,0.000031180538,0.00032649527,0.00025262343,0.926503,0.033024468,0.0010065719,0.0038389529,0.000030192377],"about_ca_topic_score_codex":0.0013940511,"about_ca_topic_score_gemma":0.0015003706,"teacher_disagreement_score":0.005067059,"about_ca_system_score_codex":0.000110766974,"about_ca_system_score_gemma":0.0000963826,"threshold_uncertainty_score":0.016950965},"labels":[],"label_agreement":null},{"id":"W4393053387","doi":"10.23977/jemm.2024.090104","title":"Application on Welding Technology of Thick Pump Pipes","year":2024,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Welding; Mechanical engineering; Metallurgy; Manufacturing engineering; Engineering drawing; Engineering; Materials science","score_opus":0.004646394626232103,"score_gpt":0.20006665129573142,"score_spread":0.19542025666949933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393053387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60334563,0.013216876,0.33925965,0.0007076101,0.00057830627,0.00026099983,0.00025994214,0.0016133265,0.040757693],"genre_scores_gemma":[0.9284697,0.0036838313,0.056479968,0.00008361929,0.00004564753,0.000051546725,0.00012003239,0.00005559626,0.011010156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969625,0.000023341356,0.000020300142,0.00006880233,0.00015799525,0.000033337266],"domain_scores_gemma":[0.9998387,0.000019358202,0.00003384383,0.000023900291,0.000070460024,0.000013750631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026558177,0.0003858077,0.0002801816,0.0005852911,0.00038777894,0.00050192006,0.0003946025,0.00056319876,0.0021008663],"category_scores_gemma":[0.0003896096,0.00029194786,0.0003607496,0.000652393,0.00022507035,0.0007935192,0.0004966548,0.00027923676,0.0006212335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007400877,0.000024623696,0.0015728327,0.0007741351,0.00001798461,0.00034400637,0.00043760872,0.0020338946,0.93801373,0.002211236,0.000740744,0.053755127],"study_design_scores_gemma":[0.00002495541,0.0008785054,0.011005642,0.00008524073,0.00008277777,0.0015206509,0.0002888418,0.014095082,0.9166862,0.0011028525,0.054170117,0.000059215276],"about_ca_topic_score_codex":0.00094796263,"about_ca_topic_score_gemma":0.00092353736,"teacher_disagreement_score":0.0021008663,"about_ca_system_score_codex":0.00027833943,"about_ca_system_score_gemma":0.0003460363,"threshold_uncertainty_score":0.0070280433},"labels":[],"label_agreement":null},{"id":"W4393154161","doi":"10.1139/tcsme-2023-0116","title":"Dynamic characteristics of a relief valve captured by a combination of fluid–solid coupling and feedforward neural network (FNN)","year":2024,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Outstanding Young and Middle-aged Scientific Innovation Team of Colleges and Universities of Hubei Province; Natural Science Foundation of Hubei Province; National Natural Science Foundation of China","keywords":"Artificial neural network; Feed forward; Coupling (piping); Feedforward neural network; Computer science; Control theory (sociology); Control engineering; Engineering; Mechanical engineering; Artificial intelligence; Control (management)","score_opus":0.004957956143752321,"score_gpt":0.19218822744230196,"score_spread":0.18723027129854963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393154161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8729601,0.00016292467,0.122525506,0.00012840137,0.00006867249,0.000030165234,0.00022299595,0.0004745748,0.0034266012],"genre_scores_gemma":[0.992732,0.000029075441,0.006663647,0.000011690664,0.0000029308162,0.000010745579,0.00008032045,0.0000058930686,0.00046365708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999889,0.0000139240265,0.000008111563,0.000030221177,0.000044835397,0.000013912371],"domain_scores_gemma":[0.99988747,0.000043348064,0.000014565495,0.00001615741,0.000029007499,0.000009542168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023547032,0.0004565872,0.00031567787,0.0003679766,0.00019073277,0.0002255806,0.0003387341,0.0005528919,0.0009449576],"category_scores_gemma":[0.0003704431,0.00020410154,0.00037818393,0.00023624142,0.00028869614,0.00037223793,0.0002094399,0.00028901175,0.00009112056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041246504,0.00017818021,0.012751856,0.00025011104,0.000070566704,0.00048177896,0.00024318235,0.7885646,0.110076815,0.00076772034,0.00079373736,0.08540898],"study_design_scores_gemma":[0.000002365018,0.00004066153,0.0028988016,0.0000038075932,0.000004353532,0.000025322865,0.000016761398,0.99319917,0.003624864,0.00007928757,0.00009673681,0.000007789654],"about_ca_topic_score_codex":0.005371908,"about_ca_topic_score_gemma":0.0067369854,"teacher_disagreement_score":0.005371908,"about_ca_system_score_codex":0.00024916173,"about_ca_system_score_gemma":0.00025319017,"threshold_uncertainty_score":0.010681272},"labels":[],"label_agreement":null},{"id":"W4393171334","doi":"10.2139/ssrn.4771915","title":"Alveolar Wall Hyperelastic Material Properties Determined Using Alveolar Cluster Model with Experimental Stress-Stretch and Pressure-Volume Data","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Hyperelastic material; Materials science; Stress (linguistics); Volume (thermodynamics); Alveolar Wall; Composite material; Mechanics; Structural engineering; Finite element method; Medicine; Engineering; Thermodynamics; Lung; Physics","score_opus":0.023991068905325014,"score_gpt":0.23271457425662115,"score_spread":0.20872350535129613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393171334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268325,0.00018648822,0.06863023,0.000035193687,0.00001302605,0.00004067561,0.00077975274,0.0002990197,0.00318315],"genre_scores_gemma":[0.9945589,0.00009136171,0.004005403,0.000004095368,0.0000019432312,0.000033423425,0.00035504738,0.000027889084,0.0009220965],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980646,0.000024637722,0.000011726552,0.000059508402,0.00006861614,0.00002904595],"domain_scores_gemma":[0.9997329,0.000095056515,0.000034029992,0.00005846424,0.00006106198,0.000018458695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003235537,0.00040510602,0.0003637844,0.0003502928,0.0002710838,0.00046262782,0.0011225193,0.0007194613,0.001868624],"category_scores_gemma":[0.0005775537,0.00028945325,0.00038290612,0.0005777981,0.00037776935,0.00040476577,0.00036050068,0.00028757646,0.0006373865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010921889,0.00028640576,0.0142372055,0.00025066294,0.000067044166,0.00050166587,0.0002721199,0.4537035,0.51257503,0.0021660828,0.0005056459,0.014342497],"study_design_scores_gemma":[0.000040011153,0.00025489833,0.021385824,0.000016224287,0.00005918557,0.00019639317,0.00014207227,0.7929459,0.18318045,0.00075651327,0.00096598314,0.00005651708],"about_ca_topic_score_codex":0.0032972596,"about_ca_topic_score_gemma":0.0021078635,"teacher_disagreement_score":0.0032972596,"about_ca_system_score_codex":0.0002535211,"about_ca_system_score_gemma":0.0005920663,"threshold_uncertainty_score":0.0065561533},"labels":[],"label_agreement":null},{"id":"W4393948478","doi":"10.59277/romjist.2024.1.04","title":"Hybrid Data-Driven Active Disturbance Rejection Sliding Mode Control with Tower Crane Systems Validation","year":2024,"lang":"en","type":"article","venue":"Romanian Journal of Information Science and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Joint Programming Initiative Urban Europe","keywords":"Disturbance (geology); Control theory (sociology); Tower; Active disturbance rejection control; Mode (computer interface); Control (management); Sliding mode control; Computer science; Engineering; Environmental science; Structural engineering; Geology; Physics; Artificial intelligence","score_opus":0.008476003415845992,"score_gpt":0.22668035371390133,"score_spread":0.21820435029805535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393948478","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1478269,0.00029181218,0.8421915,0.00011766429,0.000084970954,0.00014711251,0.0000745345,0.0013080228,0.0079576215],"genre_scores_gemma":[0.96171874,0.000046051926,0.03683764,0.000017266357,0.0000047613944,0.00008075946,0.000067157984,0.000019347717,0.0012081953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951017,0.00012243111,0.000033950102,0.00006785149,0.00021972501,0.00004584914],"domain_scores_gemma":[0.99924254,0.0002669973,0.00007959045,0.000108526736,0.00027872517,0.000023638962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009952836,0.00056401634,0.00050815893,0.00034812404,0.0002881602,0.0007366384,0.00078623096,0.00060019735,0.0016184618],"category_scores_gemma":[0.0016691629,0.00017356814,0.00040130178,0.0002119391,0.0004195385,0.00034386615,0.0006194843,0.00059853814,0.00018507356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037409642,0.00011809021,0.0016381143,0.0004618857,0.00007186309,0.00012914464,0.00018086757,0.9008703,0.024375446,0.0038858384,0.00055479066,0.06733943],"study_design_scores_gemma":[0.000023304929,0.00016510398,0.00043492924,0.000011342264,0.000006325431,0.000018411925,0.000016262824,0.99028355,0.00801422,0.00027378218,0.0007452,0.000007524032],"about_ca_topic_score_codex":0.0050533987,"about_ca_topic_score_gemma":0.0026986995,"teacher_disagreement_score":0.0050533987,"about_ca_system_score_codex":0.000384234,"about_ca_system_score_gemma":0.0005606119,"threshold_uncertainty_score":0.010047972},"labels":[],"label_agreement":null},{"id":"W4396686866","doi":"10.1016/j.istruc.2024.106525","title":"Improved implementation of concentrated plasticity models in real-time hybrid simulation","year":2024,"lang":"en","type":"article","venue":"Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Plasticity; Computer science; Biological system; Environmental science; Materials science; Composite material; Biology","score_opus":0.01234125557443042,"score_gpt":0.2717142046931844,"score_spread":0.25937294911875397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396686866","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071768604,0.00009751811,0.914232,0.00015732614,0.00010173366,0.00006422341,0.0001429512,0.004745798,0.00868983],"genre_scores_gemma":[0.852711,0.00006171014,0.14296483,0.000066934765,0.000017926539,0.00013307683,0.00020518538,0.0005048648,0.0033344931],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996377,0.000107430526,0.000023421333,0.00004241031,0.00014752847,0.000041449177],"domain_scores_gemma":[0.9986259,0.0005634527,0.00007423095,0.00035438949,0.00032322996,0.00005881068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062699564,0.0006399875,0.00074848544,0.0003625669,0.0003250724,0.0009848361,0.0021531968,0.0011583301,0.007517416],"category_scores_gemma":[0.0024768962,0.00050086004,0.00050826673,0.0002974802,0.00044336508,0.0010885772,0.0010054264,0.0010094942,0.0012316849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012106003,0.00008152847,0.00054740504,0.00005019127,0.000023572185,0.00006909584,0.000059642323,0.9690948,0.0051184306,0.004034063,0.0005573907,0.020242877],"study_design_scores_gemma":[0.0000075026037,0.00001088099,0.000032110464,0.0000018439426,0.0000019560478,0.000005815621,0.0000028084582,0.9983127,0.0010722559,0.00026767643,0.00028156268,0.0000028280324],"about_ca_topic_score_codex":0.0049309684,"about_ca_topic_score_gemma":0.0041640545,"teacher_disagreement_score":0.007517416,"about_ca_system_score_codex":0.0004439872,"about_ca_system_score_gemma":0.000779535,"threshold_uncertainty_score":0.025148273},"labels":[],"label_agreement":null},{"id":"W4396689835","doi":"10.11159/enfht24.286","title":"Simulation of the Internal Flow Field of Jet Pumps Using the RANS Method","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Momentum, Heat and Mass Transfer","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université de Sherbrooke","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Computer science; Jet (fluid); Flow (mathematics); Field (mathematics); Mechanics; Computational fluid dynamics; Physics; Mathematics","score_opus":0.014444724161334568,"score_gpt":0.2672336501453137,"score_spread":0.2527889259839791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396689835","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32945633,0.00039258582,0.65340817,0.00016023076,0.00011936936,0.00020878809,0.0005954641,0.0019144706,0.013744535],"genre_scores_gemma":[0.86076695,0.000356625,0.13361831,0.00003936948,0.000028375818,0.00022990938,0.00048433166,0.00009912535,0.004376864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975497,0.000051777784,0.000023010874,0.00003741529,0.000094351344,0.00003849358],"domain_scores_gemma":[0.9997346,0.00008934501,0.000046401427,0.000026943178,0.00008635592,0.000016318938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045663398,0.00060544815,0.00071078143,0.00041769104,0.000415431,0.0005514283,0.00070393283,0.0007545534,0.001600629],"category_scores_gemma":[0.00071866094,0.00028720108,0.0007097955,0.00040365814,0.000437589,0.0005933529,0.00044356906,0.0004815558,0.00031806988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055316552,0.00004680604,0.0022427351,0.00009884875,0.000018015657,0.00019913283,0.00007359272,0.9638386,0.014462293,0.0034221555,0.00039274324,0.01514982],"study_design_scores_gemma":[0.0000054167895,0.000020153375,0.0002484667,0.0000036514962,0.0000023415064,0.000015771975,0.000009266968,0.99756527,0.0016724395,0.00012648971,0.0003259978,0.0000046305927],"about_ca_topic_score_codex":0.0055047297,"about_ca_topic_score_gemma":0.0023201595,"teacher_disagreement_score":0.0055047297,"about_ca_system_score_codex":0.00030101588,"about_ca_system_score_gemma":0.000842707,"threshold_uncertainty_score":0.01094538},"labels":[],"label_agreement":null},{"id":"W4396797019","doi":"10.3390/vehicles6020040","title":"New Design of an Electrical Excavator and Its Path Generation for Energy Saving and Obstacle Avoidance","year":2024,"lang":"en","type":"article","venue":"Vehicles","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excavator; Obstacle avoidance; Path (computing); Digging; Computer science; Obstacle; Actuator; Energy consumption; Energy (signal processing); Automotive engineering; Simulation; Engineering; Mathematics; Mechanical engineering; Artificial intelligence; Robot; Statistics; Electrical engineering; Mobile robot","score_opus":0.0234422885424767,"score_gpt":0.22485290965035307,"score_spread":0.20141062110787636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396797019","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025914516,0.00020414538,0.96903205,0.00013074566,0.000045895253,0.00008203981,0.000033560973,0.00034102667,0.004216046],"genre_scores_gemma":[0.5722118,0.0002871588,0.42106822,0.00005772135,0.000020131125,0.00024730933,0.00007945539,0.0000353032,0.0059929164],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998036,0.000034827463,0.000010983147,0.000062552615,0.00006653563,0.000021586455],"domain_scores_gemma":[0.9998167,0.00003369218,0.00003577188,0.000022251934,0.00007260603,0.00001899412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024855812,0.00049907336,0.00033076172,0.00031801045,0.0002610397,0.0003832063,0.000871279,0.0006088214,0.0017594536],"category_scores_gemma":[0.00031358743,0.00026996955,0.0002900613,0.00017568929,0.00026199143,0.0005713244,0.0004142034,0.00032333535,0.00042142402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025389643,0.00019070154,0.003177132,0.0008532606,0.00007771627,0.0007362461,0.0002811157,0.417817,0.2694253,0.01939201,0.0024065026,0.28538916],"study_design_scores_gemma":[0.00005609324,0.0010224788,0.0023308601,0.000042996777,0.000053062697,0.0009883399,0.00009404445,0.92868364,0.037059266,0.0024542848,0.02716634,0.000048686943],"about_ca_topic_score_codex":0.0006017146,"about_ca_topic_score_gemma":0.0009306659,"teacher_disagreement_score":0.0017594536,"about_ca_system_score_codex":0.00022943933,"about_ca_system_score_gemma":0.000729036,"threshold_uncertainty_score":0.005885899},"labels":[],"label_agreement":null},{"id":"W4396811390","doi":"10.21203/rs.3.rs-3352484/v1","title":"Pressure Dependent Nonlinearities of a Compact Hydro-Pneumatic Strut with Integrated Gas-Oil Chamber","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Chamber pressure; Materials science; Mechanics; Petroleum engineering; Mechanical engineering; Engineering; Physics","score_opus":0.038311639251627866,"score_gpt":0.3226665691129926,"score_spread":0.2843549298613647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396811390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96717125,0.00025652093,0.025590802,0.00017136578,0.000038580452,0.000015478765,0.000102627986,0.00021086594,0.0064424938],"genre_scores_gemma":[0.99736637,0.000031400104,0.0007259652,0.0000043881137,0.0000047773055,0.000004373704,0.000013662319,0.000009488988,0.0018395423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986684,0.000021047517,0.0000034284367,0.000033165896,0.000056566376,0.000018893123],"domain_scores_gemma":[0.9997639,0.00009548677,0.00004645632,0.000023842274,0.000040737603,0.000029545152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014991158,0.0003429083,0.00029993674,0.00015665982,0.0003751717,0.0005054387,0.00051597465,0.00076101685,0.0016165822],"category_scores_gemma":[0.00037367537,0.0002413897,0.00019808124,0.0001837334,0.00068860117,0.00063701154,0.00045635417,0.00041621804,0.00025520806],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012567698,0.00013633873,0.0020705776,0.00020377376,0.000048416987,0.00077623443,0.00032240245,0.29676488,0.67983925,0.008725337,0.00044523284,0.00941085],"study_design_scores_gemma":[0.000017311959,0.00028937755,0.0035715422,0.000009172784,0.00001682769,0.00011887351,0.00004741231,0.93792015,0.056837607,0.0005642661,0.00057486567,0.000032574848],"about_ca_topic_score_codex":0.0016626131,"about_ca_topic_score_gemma":0.0011074429,"teacher_disagreement_score":0.0016626131,"about_ca_system_score_codex":0.00044493057,"about_ca_system_score_gemma":0.00028059058,"threshold_uncertainty_score":0.0054079294},"labels":[],"label_agreement":null},{"id":"W4396929153","doi":"10.1038/s41598-024-62104-0","title":"Author Correction: An adapted model predictive control MPPT for validation of optimum GMPP tracking under partial shading conditions","year":2024,"lang":"en","type":"erratum","venue":"Scientific Reports","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Shading; Tracking (education); Computer science; Control theory (sociology); Control (management); Artificial intelligence; Psychology","score_opus":0.03446195216948836,"score_gpt":0.2849368870017162,"score_spread":0.2504749348322278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396929153","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047720084,0.0009206286,0.034130458,0.023496164,0.8831367,0.000111150875,0.01259418,0.006466775,0.03437193],"genre_scores_gemma":[0.08942178,0.0025684831,0.06039942,0.008945364,0.021528078,0.0001977809,0.017074773,0.012635922,0.7872285],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969668,0.00025864577,0.0003186319,0.00042716492,0.0019046721,0.00012408858],"domain_scores_gemma":[0.98076206,0.002930245,0.0005867186,0.0013438489,0.014069112,0.00030805217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015211051,0.0015454052,0.001109094,0.0020853737,0.0023789532,0.0022822658,0.0020465262,0.0025594474,0.10357238],"category_scores_gemma":[0.027777474,0.0005347367,0.00089435995,0.0024384882,0.0011895971,0.0015656152,0.0018745511,0.0031249227,0.042236198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015048661,0.000016439883,0.00025391285,0.00027588278,0.000016853033,0.00077696436,0.0001346253,0.001381801,0.0012931032,0.003183865,0.95010436,0.042411715],"study_design_scores_gemma":[0.000049368715,0.00005594165,0.00094789965,0.00021744102,0.00004583966,0.001044404,0.00020534528,0.0052730744,0.006589735,0.00276248,0.9827305,0.000077993434],"about_ca_topic_score_codex":0.018309379,"about_ca_topic_score_gemma":0.020063912,"teacher_disagreement_score":0.10357238,"about_ca_system_score_codex":0.002012949,"about_ca_system_score_gemma":0.0030959817,"threshold_uncertainty_score":0.34648412},"labels":[],"label_agreement":null},{"id":"W4398205676","doi":"10.1115/1.887738_ch10","title":"Reliability Analysis of Steam Generator Level Control Valves","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Power Generation; University of Waterloo","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Boiler (water heating); Generator (circuit theory); Computer science; Environmental science; Nuclear engineering; Automotive engineering; Engineering; Waste management; Physics; Power (physics); Thermodynamics","score_opus":0.020817829088598146,"score_gpt":0.21680682430511955,"score_spread":0.1959889952165214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398205676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91951144,0.0021905224,0.07162326,0.00013539613,0.00002909924,0.00003318835,0.0011628934,0.0004975061,0.0048167137],"genre_scores_gemma":[0.9936935,0.0003155241,0.0036323203,0.000008331693,0.000016899705,0.000011661113,0.0009674352,0.000031046875,0.0013233919],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960595,0.00009904533,0.000017484941,0.00007649215,0.00016976337,0.00003126316],"domain_scores_gemma":[0.99704427,0.002011139,0.00019418402,0.00018723018,0.0005269973,0.0000361994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008299822,0.0002269014,0.00032425372,0.0009257037,0.000101384074,0.00036519291,0.0002866466,0.000206852,0.0008851725],"category_scores_gemma":[0.003329495,0.00010627847,0.00034824735,0.00051045493,0.00019001849,0.00023034107,0.0001446465,0.0002574442,0.00020554378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034676556,0.00007583203,0.044833973,0.00038407638,0.00015049979,0.00046088616,0.00028875863,0.73646003,0.034899347,0.0054434515,0.0033815876,0.17327479],"study_design_scores_gemma":[0.000006041734,0.00038227186,0.051552672,0.000029437859,0.000036268942,0.00022197704,0.00006467968,0.9312403,0.012278212,0.002220775,0.0019409701,0.000026446301],"about_ca_topic_score_codex":0.0019643155,"about_ca_topic_score_gemma":0.0012307469,"teacher_disagreement_score":0.0019643155,"about_ca_system_score_codex":0.00044207624,"about_ca_system_score_gemma":0.00020788904,"threshold_uncertainty_score":0.0043894053},"labels":[],"label_agreement":null},{"id":"W4398766834","doi":"10.1201/9781003450252-112","title":"Design, analysis and simulation of a hydro-pneumatic suspension system for a quarter car model with two degrees of freedom","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Car model; Suspension (topology); Degrees of freedom (physics and chemistry); Engineering; Automotive engineering; Computer science; Mathematics; Physics; Geography","score_opus":0.02271489099583209,"score_gpt":0.22548655294872985,"score_spread":0.20277166195289775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398766834","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44051722,0.00057082745,0.4395707,0.00047781644,0.00015464335,0.00032317362,0.0011253892,0.001933527,0.11532668],"genre_scores_gemma":[0.93053734,0.00025959645,0.03183472,0.00005225354,0.000009644028,0.00031096156,0.0003795435,0.000084109204,0.036531843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999341,0.0000122879,0.0000027201816,0.000011231579,0.000026592614,0.000013104274],"domain_scores_gemma":[0.99990547,0.000038767303,0.000013465163,0.0000068755157,0.00002630557,0.000009112019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422261,0.00039571268,0.0004792351,0.00023981695,0.00042032334,0.00074777316,0.0007532243,0.0011123732,0.009152106],"category_scores_gemma":[0.0002017428,0.00025854446,0.0005067146,0.00016593686,0.00036804858,0.00025726997,0.00033540995,0.00035075075,0.00097470713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050774575,0.0000263776,0.00038080243,0.00008227039,0.000009795501,0.00011357537,0.000049591716,0.987922,0.005087457,0.0023053384,0.00030914586,0.0036629708],"study_design_scores_gemma":[0.0000103374505,0.00004142926,0.00013709487,0.000005404567,0.0000057318716,0.000014863941,0.000018175506,0.997517,0.00093509717,0.0001880953,0.0011224345,0.0000043952728],"about_ca_topic_score_codex":0.009906582,"about_ca_topic_score_gemma":0.0062588514,"teacher_disagreement_score":0.009906582,"about_ca_system_score_codex":0.00047213922,"about_ca_system_score_gemma":0.0009684694,"threshold_uncertainty_score":0.03061688},"labels":[],"label_agreement":null},{"id":"W4398794549","doi":"10.2139/ssrn.4841304","title":"Experimental Investigation of a Hexapod Microvibration Isolator for High-Torque Cmg in an Alternative Stewart Platform Configuration","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Hexapod; Stewart platform; Torque; Isolator; Engineering; Computer science; Physics; Control theory (sociology); Kinematics; Classical mechanics; Electrical engineering","score_opus":0.01558494143700729,"score_gpt":0.2515301213284154,"score_spread":0.23594517989140812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398794549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97495157,0.00012133279,0.021961756,0.00007683795,0.00006988266,0.00012696763,0.00013243857,0.00038461975,0.0021746506],"genre_scores_gemma":[0.9944938,0.000020527035,0.0045171524,0.000015677984,0.000007263817,0.00002497248,0.000044761433,0.000018074374,0.00085790653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933344,0.0001264083,0.000022331336,0.00014465056,0.00024415524,0.00012912221],"domain_scores_gemma":[0.998798,0.00028207886,0.00016325145,0.00018137883,0.00038100028,0.00019421139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071326905,0.0005786672,0.00052209216,0.00041823796,0.00056000444,0.00039226288,0.0013963911,0.00076288794,0.0038305854],"category_scores_gemma":[0.0010188905,0.0002418675,0.00023997453,0.00030311092,0.0005578644,0.00046713074,0.0005255568,0.00040788058,0.0006623953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023707284,0.0004025857,0.003519859,0.0006252635,0.000033366246,0.00050747173,0.00058182806,0.0024381757,0.96693313,0.00054531795,0.0004462139,0.021596128],"study_design_scores_gemma":[0.0005341702,0.017187351,0.036518093,0.00009425059,0.00013328285,0.00092899567,0.0007965221,0.04325635,0.89175385,0.0002661706,0.008444126,0.000086804524],"about_ca_topic_score_codex":0.0006611021,"about_ca_topic_score_gemma":0.000782935,"teacher_disagreement_score":0.0038305854,"about_ca_system_score_codex":0.00029887143,"about_ca_system_score_gemma":0.0005124122,"threshold_uncertainty_score":0.012814581},"labels":[],"label_agreement":null},{"id":"W4399009739","doi":"10.1080/13873954.2024.2348152","title":"Improved stiff string torque and drag prediction using a computationally efficient contact algorithm","year":2024,"lang":"en","type":"article","venue":"Mathematical and Computer Modelling of Dynamical Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drag; Torque; Algorithm; String (physics); Control theory (sociology); Computer science; Mathematics; Physics; Mechanics; Artificial intelligence; Theoretical physics; Control (management)","score_opus":0.015245050881040566,"score_gpt":0.2032936430815265,"score_spread":0.18804859220048595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399009739","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13185085,0.000114290655,0.8592841,0.000112937814,0.000049207305,0.0000617099,0.00014907734,0.0015751931,0.0068026907],"genre_scores_gemma":[0.84826475,0.00008314753,0.14769442,0.000037245718,0.000019263982,0.0000972427,0.00019006323,0.0002066764,0.0034071945],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998622,0.000017952218,0.0000074374007,0.000020638336,0.00006979117,0.000021993104],"domain_scores_gemma":[0.9994912,0.00018489633,0.000058633563,0.00006634543,0.00014923466,0.000049609836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026155065,0.000524997,0.00071546866,0.0004993206,0.00042190638,0.0007011406,0.0008170424,0.0007920691,0.0023364427],"category_scores_gemma":[0.00097049045,0.00030971778,0.00038875185,0.00044921116,0.00032384438,0.0006737826,0.0005906882,0.00054568844,0.00062357343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042465894,0.0000611138,0.0011503111,0.000021293241,0.0000056900176,0.00006107681,0.00003586964,0.9730725,0.0046029123,0.0024199914,0.0005113983,0.018015442],"study_design_scores_gemma":[0.000001609261,0.0000032830394,0.000036521968,5.9004793e-7,2.409134e-7,0.0000016170854,0.0000011980279,0.99966586,0.00015867158,0.00006731161,0.000062058636,0.0000010861684],"about_ca_topic_score_codex":0.008669811,"about_ca_topic_score_gemma":0.007224602,"teacher_disagreement_score":0.008669811,"about_ca_system_score_codex":0.00043894953,"about_ca_system_score_gemma":0.0011206233,"threshold_uncertainty_score":0.017238736},"labels":[],"label_agreement":null},{"id":"W4399382350","doi":"10.20944/preprints202401.1962.v3","title":"Analytical Solution of a Forced Vibrating Tube Transporting Fluid","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Tube (container); Mechanics; Materials science; Physics; Composite material","score_opus":0.0862490444228893,"score_gpt":0.31429128927015065,"score_spread":0.22804224484726135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399382350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054172684,0.00041191146,0.9391049,0.00025838995,0.00015396638,0.000041296833,0.000037705257,0.00022675752,0.0055923923],"genre_scores_gemma":[0.8094048,0.00066032866,0.16464171,0.0001523097,0.00012168647,0.00010978892,0.0000694071,0.00008058908,0.024759464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998406,0.00003859407,0.000005477699,0.000025690322,0.000076364755,0.000013154635],"domain_scores_gemma":[0.99979335,0.0000946883,0.000022814223,0.00001524432,0.00006327748,0.000010697657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027216447,0.0003433499,0.00035179142,0.00031410242,0.00023796834,0.00041455097,0.00047105446,0.0009864968,0.002274062],"category_scores_gemma":[0.00085880817,0.0001682196,0.00039723486,0.00013427719,0.0006892341,0.0004450652,0.0004089327,0.0003775992,0.0003438406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012356961,0.00009635788,0.0006761367,0.0005609418,0.000062458246,0.0012682292,0.00068698474,0.43260768,0.32838407,0.15632996,0.0019981521,0.077205405],"study_design_scores_gemma":[0.000011065285,0.000060890998,0.00015745003,0.000016900325,0.000008907383,0.00020771277,0.00003590384,0.9767173,0.010643143,0.008852734,0.0032742955,0.000013738713],"about_ca_topic_score_codex":0.00043196965,"about_ca_topic_score_gemma":0.00034861837,"teacher_disagreement_score":0.002274062,"about_ca_system_score_codex":0.0002443616,"about_ca_system_score_gemma":0.00045507724,"threshold_uncertainty_score":0.0076075196},"labels":[],"label_agreement":null},{"id":"W4399559187","doi":"10.1016/j.triboint.2024.109838","title":"Structural improvement, material selection and surface treatment for improved tribological performance of friction pairs in axial piston pumps: A review","year":2024,"lang":"en","type":"review","venue":"Tribology International","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tribology; Piston (optics); Materials science; Selection (genetic algorithm); Mechanical engineering; Surface (topology); Material selection; Composite material; Engineering; Computer science; Mathematics; Optics; Physics; Geometry; Artificial intelligence","score_opus":0.037232268166307585,"score_gpt":0.3160741541080862,"score_spread":0.2788418859417786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399559187","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045658127,0.9988387,0.00020887064,0.000046056794,0.00006917248,0.000008962907,0.000023451852,0.000005609325,0.0003426398],"genre_scores_gemma":[0.0015954793,0.9974673,0.0004177249,0.000060795563,0.000067044086,0.000009709828,0.000035692865,0.0000020337984,0.00034419654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967253,0.000035024863,0.000053278498,0.00007790581,0.00013204588,0.000029214818],"domain_scores_gemma":[0.9995003,0.00024139982,0.00011472031,0.000015442567,0.000109789944,0.000018363076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009243243,0.0014259117,0.0025469034,0.0026091533,0.00029778184,0.001029107,0.0010936195,0.0012286688,0.0025027369],"category_scores_gemma":[0.0010457385,0.00058281387,0.0010874051,0.0030498349,0.00040473894,0.001251644,0.00061361725,0.0010787011,0.0009389311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014776316,0.0003038981,0.0002883917,0.09134953,0.00037570702,0.00017532054,0.00007860204,0.0010476543,0.013866637,0.0021880413,0.008720493,0.881458],"study_design_scores_gemma":[0.00010479462,0.0012282049,0.0036770396,0.013697147,0.0019006527,0.0016112649,0.00024688028,0.000828051,0.017374134,0.0024582082,0.956721,0.00015256865],"about_ca_topic_score_codex":0.001224449,"about_ca_topic_score_gemma":0.0022512313,"teacher_disagreement_score":0.0026091533,"about_ca_system_score_codex":0.00029900594,"about_ca_system_score_gemma":0.0010239728,"threshold_uncertainty_score":0.008372486},"labels":[],"label_agreement":null},{"id":"W4399934914","doi":"10.1016/j.istruc.2024.106795","title":"Theoretical nonlinear force-displacement constitutive model of triangular-plate steel damper","year":2024,"lang":"en","type":"article","venue":"Structures","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Damper; Structural engineering; Nonlinear system; Displacement (psychology); Constitutive equation; Materials science; Mechanics; Engineering; Physics; Finite element method","score_opus":0.009605044251437066,"score_gpt":0.24042869830263142,"score_spread":0.23082365405119434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399934914","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11636944,0.0013611715,0.69042593,0.0018250742,0.00037150978,0.00018225878,0.0006930848,0.00043223813,0.18833928],"genre_scores_gemma":[0.9033127,0.000774723,0.020210698,0.00024683427,0.0000823692,0.00014131443,0.00022741978,0.00010048246,0.074903525],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984074,0.000030808696,0.0000075402604,0.000035946676,0.0000650479,0.000019872023],"domain_scores_gemma":[0.9998895,0.000025922727,0.000018057,0.000011813758,0.000043748216,0.000011012799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022455098,0.0005156536,0.0005072486,0.0006836998,0.0007208676,0.0008737839,0.0016970501,0.0022605117,0.005222258],"category_scores_gemma":[0.0004716116,0.00040594395,0.00047901683,0.00052312907,0.0012944562,0.0010045675,0.0005518987,0.0005891529,0.0007066588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029294457,0.00006381362,0.00049205386,0.00014359652,0.000018109067,0.00030816576,0.0002309615,0.8162666,0.010842207,0.16319871,0.0013944551,0.007011988],"study_design_scores_gemma":[0.000006384094,0.000013794798,0.00024358813,0.000007840141,0.000005266503,0.00007327142,0.00003585251,0.9887178,0.00048781533,0.008743679,0.0016540188,0.000010642587],"about_ca_topic_score_codex":0.008701779,"about_ca_topic_score_gemma":0.0065981243,"teacher_disagreement_score":0.008701779,"about_ca_system_score_codex":0.00086927053,"about_ca_system_score_gemma":0.001123809,"threshold_uncertainty_score":0.017470181},"labels":[],"label_agreement":null},{"id":"W4399939030","doi":"10.1109/access.2024.3419061","title":"The On-Line Estimation of Multi-Mode Electromechanical Oscillations Using the Cascade Structure of Damped-SOGI","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cascade; Control theory (sociology); Mode (computer interface); Line (geometry); Physics; Computer science; Mathematics; Engineering; Artificial intelligence","score_opus":0.047056081502274,"score_gpt":0.34906437025974785,"score_spread":0.3020082887574739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399939030","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024761615,0.0000971527,0.9739949,0.000022781189,0.000021621416,0.000032865566,0.00002312324,0.00025431963,0.0007917317],"genre_scores_gemma":[0.7601573,0.00022585648,0.23841272,0.00001873385,0.00002327342,0.00004356889,0.00010978641,0.000036570887,0.00097215566],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998374,0.0000378782,0.000011965416,0.000040920648,0.000059355905,0.000012444521],"domain_scores_gemma":[0.99976224,0.00010770428,0.00004502724,0.00002960662,0.000047131514,0.000008336289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531705,0.0006430292,0.00042993287,0.0005860958,0.00020861917,0.00052024744,0.00038400257,0.00031897394,0.0010523304],"category_scores_gemma":[0.0011466832,0.0002654132,0.00030580137,0.0003108881,0.00021195972,0.0005199817,0.0003972241,0.0004731615,0.00026054514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033806305,0.00016417123,0.00886641,0.0004546516,0.00015983883,0.0003960262,0.0005989857,0.22526826,0.15774728,0.012672104,0.0011118832,0.5922223],"study_design_scores_gemma":[0.000006240285,0.00013370263,0.0015910369,0.000013353029,0.000016655335,0.00008159045,0.000026507243,0.9860573,0.009784661,0.0014242532,0.0008520041,0.000012773451],"about_ca_topic_score_codex":0.0009202746,"about_ca_topic_score_gemma":0.0015705678,"teacher_disagreement_score":0.0010523304,"about_ca_system_score_codex":0.00013976968,"about_ca_system_score_gemma":0.00021263317,"threshold_uncertainty_score":0.0035203695},"labels":[],"label_agreement":null},{"id":"W4400235786","doi":"10.11159/ffhmt24.100","title":"Visualization of Flow in Control Valve with Cylindrical Perforated Cage via Computational Fluid Dynamics","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"RIKEN","keywords":"Visualization; Flow visualization; Fluid dynamics; Flow (mathematics); Computational fluid dynamics; Computer science; Mechanics; Cage; Control theory (sociology); Flow control (data); Physics; Control (management); Engineering; Structural engineering; Artificial intelligence","score_opus":0.010627112348157023,"score_gpt":0.22327540126462245,"score_spread":0.21264828891646542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400235786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126753,0.00025422807,0.08466953,0.00013126351,0.0000375093,0.000036568068,0.00015435074,0.0006490072,0.0013922164],"genre_scores_gemma":[0.9664618,0.000117740296,0.032872733,0.000015949667,0.000005834276,0.00002699976,0.000074806536,0.000026553855,0.00039761787],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984634,0.000021232803,0.00000832458,0.000039057755,0.00006056282,0.000024426596],"domain_scores_gemma":[0.9997279,0.00013556922,0.000039976847,0.000028623508,0.000050168794,0.000017825292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026937356,0.00035374923,0.00035501123,0.0004902395,0.00032389874,0.00043319046,0.00033835435,0.00047298582,0.0007356738],"category_scores_gemma":[0.0006222421,0.00015853203,0.0002852113,0.00028466503,0.00050817634,0.0005743254,0.00030514432,0.00024429872,0.000061141705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004613274,0.00015228045,0.007931626,0.00019175935,0.00001956727,0.00080570526,0.0004414486,0.079887375,0.86747354,0.002241253,0.00052048604,0.039873663],"study_design_scores_gemma":[0.00006062984,0.0004261823,0.011371713,0.000027965592,0.00002165897,0.00042532393,0.00022568704,0.650281,0.33381408,0.00088368176,0.0023830323,0.00007897779],"about_ca_topic_score_codex":0.0014016993,"about_ca_topic_score_gemma":0.0008746289,"teacher_disagreement_score":0.0014016993,"about_ca_system_score_codex":0.00030092776,"about_ca_system_score_gemma":0.00043573504,"threshold_uncertainty_score":0.0027871132},"labels":[],"label_agreement":null},{"id":"W4400240027","doi":"10.3390/buildings14072017","title":"Investigating Large-Scale Tuned Liquid Dampers through Real-Time Hybrid Simulations","year":2024,"lang":"en","type":"article","venue":"Buildings","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slosh dynamics; Nonlinear system; Flexibility (engineering); Vibration; Structural engineering; Scale model; Computer science; Damper; Scale (ratio); Fluid–structure interaction; Simulation; Acoustics; Engineering; Aerospace engineering; Physics; Finite element method","score_opus":0.011869313710995802,"score_gpt":0.24396249345609405,"score_spread":0.23209317974509824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400240027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8660375,0.0002649316,0.11518632,0.0003511091,0.00008360399,0.00014349335,0.0003661337,0.0005659139,0.017001048],"genre_scores_gemma":[0.9893177,0.000050559473,0.009369498,0.00003255014,0.0000048729826,0.00007351247,0.000092141214,0.000027306281,0.00103179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998293,0.000033441567,0.000007769767,0.00003253985,0.000057449586,0.00003951752],"domain_scores_gemma":[0.9992901,0.00047026036,0.000084956286,0.000044731514,0.00006578437,0.000044146844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003540858,0.0005583293,0.0005793626,0.00042632734,0.00033617823,0.00088480744,0.00080958963,0.0012459055,0.002405964],"category_scores_gemma":[0.0011626906,0.00025762935,0.0005076542,0.00025245835,0.00085911056,0.000578232,0.0008138938,0.0006186471,0.00017916952],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007053351,0.00007102207,0.0011964235,0.000049903974,0.00001473418,0.00007769645,0.000055483106,0.9921469,0.0035102123,0.00096832024,0.00011314841,0.0017255541],"study_design_scores_gemma":[0.000010655424,0.000027718654,0.00018744517,0.0000034859459,0.0000031656343,0.0000052774285,0.000025167554,0.99873763,0.00065239245,0.00018642668,0.00015647702,0.0000040958225],"about_ca_topic_score_codex":0.0048041046,"about_ca_topic_score_gemma":0.003613365,"teacher_disagreement_score":0.0048041046,"about_ca_system_score_codex":0.0004030256,"about_ca_system_score_gemma":0.0004972701,"threshold_uncertainty_score":0.0095523},"labels":[],"label_agreement":null},{"id":"W4400285989","doi":"10.1121/10.0027583","title":"Developments in an acoustic resonance test for the detection of manufacturing anomalies in hydroelectric generator stator windings","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Stator; Hydroelectricity; Generator (circuit theory); Acoustics; Electromagnetic coil; Test (biology); Engineering; Electric generator; Electrical engineering; Physics; Geology","score_opus":0.009773383045173032,"score_gpt":0.2279704014446166,"score_spread":0.21819701839944358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400285989","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36200258,0.0033642426,0.6188333,0.00071348005,0.00059255917,0.0009544127,0.00053347595,0.0032044079,0.0098014735],"genre_scores_gemma":[0.6304428,0.0011294454,0.3620798,0.0004143119,0.00009835104,0.0002814219,0.0002989703,0.000100811725,0.0051541035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972119,0.0006850367,0.00013538467,0.00037651142,0.0014729453,0.000118200216],"domain_scores_gemma":[0.9945543,0.0015674947,0.000574011,0.00032960667,0.002734883,0.00023964971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025457141,0.0007480939,0.00042551325,0.0020000145,0.00031882312,0.00078988064,0.0013010175,0.0011454544,0.0012966297],"category_scores_gemma":[0.0038077615,0.00040718127,0.00036163072,0.00052073464,0.0007885702,0.0007520051,0.0005733704,0.0006502886,0.00078179874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003370359,0.00023934866,0.020731967,0.0003393079,0.000044098866,0.00036908427,0.00017540323,0.001816537,0.8717608,0.0005075083,0.0007137543,0.10296525],"study_design_scores_gemma":[0.00008850591,0.0029466392,0.074413486,0.000107876534,0.00017970894,0.0028596667,0.00046073235,0.09108114,0.8165221,0.00052227685,0.0106330905,0.00018482069],"about_ca_topic_score_codex":0.0032674058,"about_ca_topic_score_gemma":0.0084254015,"teacher_disagreement_score":0.0032674058,"about_ca_system_score_codex":0.00057152566,"about_ca_system_score_gemma":0.00078400935,"threshold_uncertainty_score":0.013463199},"labels":[],"label_agreement":null},{"id":"W4400287586","doi":"10.1121/10.0027513","title":"Robotization of “<i>in situ</i>” acoustic measurements","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"In situ; Materials science; Geology; Physics; Meteorology","score_opus":0.018197118482393027,"score_gpt":0.23961020932190408,"score_spread":0.22141309083951105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400287586","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15615986,0.00014442655,0.82141083,0.00027788812,0.0003101866,0.0005068198,0.00034111168,0.00558592,0.015262862],"genre_scores_gemma":[0.6751281,0.00018376907,0.31323904,0.00021285104,0.00008997598,0.0005069318,0.00041559985,0.0003024365,0.009921308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992798,0.000113058515,0.00003248167,0.00016266134,0.00032950685,0.00008243636],"domain_scores_gemma":[0.99932384,0.0001229067,0.00011393734,0.00016346379,0.00021765873,0.0000582927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042633465,0.00074531237,0.00047899352,0.0003923149,0.0004238266,0.0007812823,0.001111439,0.0004895446,0.004567061],"category_scores_gemma":[0.0010198137,0.00032740322,0.00028674307,0.00027844452,0.0004317317,0.0007304612,0.000986487,0.0006700433,0.0013982714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033880674,0.00020165669,0.002201391,0.00031613454,0.000026730906,0.00025975963,0.0004398626,0.0045917695,0.8480836,0.0025719812,0.0027006313,0.13826774],"study_design_scores_gemma":[0.00009587453,0.0021261296,0.013317235,0.00007925472,0.00007317745,0.0010963243,0.00042766274,0.06951589,0.85935,0.001370846,0.05242276,0.00012489285],"about_ca_topic_score_codex":0.00080316776,"about_ca_topic_score_gemma":0.0010449666,"teacher_disagreement_score":0.004567061,"about_ca_system_score_codex":0.00024187328,"about_ca_system_score_gemma":0.0006462442,"threshold_uncertainty_score":0.015278339},"labels":[],"label_agreement":null},{"id":"W4400322053","doi":"10.1139/tcsme-2023-0153","title":"Design and analysis of a novel rotary inertance hydraulic converter with the continuous controlling turntable","year":2024,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inertance; Control theory (sociology); Computer science; Mechanical engineering; Engineering; Control engineering; Control (management)","score_opus":0.009399207542348074,"score_gpt":0.18398493195082807,"score_spread":0.17458572440848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400322053","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035842124,0.00083076744,0.94462097,0.00027555507,0.00011608944,0.00017543868,0.000051503175,0.0005365101,0.017551089],"genre_scores_gemma":[0.9093617,0.0007040978,0.08233284,0.00006345315,0.0000430235,0.00017347402,0.00005340602,0.00002842877,0.0072396053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972755,0.000032849002,0.000012734226,0.000056708643,0.00014380238,0.000026232528],"domain_scores_gemma":[0.999861,0.000028636521,0.000027908007,0.000014787268,0.00005464086,0.000013019586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741373,0.0003923463,0.0006721808,0.0003483503,0.00040307498,0.0011150547,0.0009985369,0.0005341058,0.0022230442],"category_scores_gemma":[0.0002776392,0.00029536374,0.00045823032,0.00025990428,0.0005098454,0.0005810889,0.000385536,0.00049100176,0.00040935315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004097354,0.00018978062,0.001602002,0.0009820956,0.00014795276,0.0008813583,0.00024046822,0.5194543,0.26820245,0.07649499,0.0029109246,0.12848386],"study_design_scores_gemma":[0.000045277055,0.00023364305,0.00033370312,0.000015129005,0.000031980824,0.00021064654,0.000026891059,0.9743326,0.017337017,0.0015465264,0.0058634346,0.000023242752],"about_ca_topic_score_codex":0.0018783754,"about_ca_topic_score_gemma":0.0014158471,"teacher_disagreement_score":0.0022230442,"about_ca_system_score_codex":0.00070758676,"about_ca_system_score_gemma":0.0010327249,"threshold_uncertainty_score":0.007436812},"labels":[],"label_agreement":null},{"id":"W4400443952","doi":"10.1016/j.ijft.2024.100756","title":"Experimental investigation of camless air engine to improve performance by the novel controller and exhaust pressure predicting technique","year":2024,"lang":"en","type":"article","venue":"International Journal of Thermofluids","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Initiatives Ontario North","funders":"","keywords":"Automotive engineering; Exhaust gas recirculation; Controller (irrigation); Environmental science; Computer science; Engineering; Internal combustion engine","score_opus":0.006378178947996628,"score_gpt":0.22475285249408603,"score_spread":0.2183746735460894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400443952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128073,0.00025458226,0.0068258746,0.00003663903,0.000049593127,0.00007779923,0.00010875163,0.00018290608,0.0011830473],"genre_scores_gemma":[0.99459016,0.000116486015,0.0041762097,0.000014708642,0.000008169029,0.00004586111,0.00009290618,0.000012661457,0.0009428473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999508,0.000046026867,0.00004028299,0.00010943746,0.00022296388,0.00007333339],"domain_scores_gemma":[0.9995746,0.00010080427,0.000053210977,0.000071293434,0.00017017269,0.00002984552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000537313,0.00047902315,0.000417948,0.0004286577,0.00032355523,0.00030360464,0.00085723266,0.0005292035,0.001188935],"category_scores_gemma":[0.0007128188,0.00018831993,0.00031003627,0.00028063927,0.00028777227,0.00045238074,0.0002782524,0.0003257267,0.00016509568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013560771,0.0008516509,0.00385417,0.0005785071,0.000035006957,0.00023223089,0.00033481792,0.0050815376,0.9543153,0.00032680665,0.0003541927,0.0326797],"study_design_scores_gemma":[0.00012964547,0.0073647,0.01659531,0.00002499131,0.00006032302,0.00019428658,0.0001667533,0.04023158,0.9329497,0.000091301496,0.0021387162,0.00005268999],"about_ca_topic_score_codex":0.0009239057,"about_ca_topic_score_gemma":0.00075360236,"teacher_disagreement_score":0.001188935,"about_ca_system_score_codex":0.0001531712,"about_ca_system_score_gemma":0.00019662047,"threshold_uncertainty_score":0.0039773583},"labels":[],"label_agreement":null},{"id":"W4400502549","doi":"10.2139/ssrn.4890698","title":"A New Iterative Identification Algorithm for Estimating the Lugre Friction Model Parameters","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Identification (biology); Algorithm; Computer science; Mathematics; Control theory (sociology); Mathematical optimization; Artificial intelligence","score_opus":0.015175848776700003,"score_gpt":0.25671672620681035,"score_spread":0.24154087743011035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400502549","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000713577,0.000037935104,0.9986958,0.000011966044,0.000013087735,0.000013293685,0.000009192342,0.00024386846,0.00026132519],"genre_scores_gemma":[0.056897238,0.00013325374,0.93864524,0.0000672903,0.00004052739,0.00017136965,0.00017363345,0.00016375021,0.0037076205],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992242,0.00012998712,0.000048654932,0.00026597074,0.0002750484,0.000056226454],"domain_scores_gemma":[0.9989485,0.00039122027,0.000096833384,0.00014533324,0.00038480418,0.000033360404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011555634,0.0012366846,0.0014038179,0.0012008512,0.00070704916,0.0012796896,0.0018649661,0.0018453591,0.004068505],"category_scores_gemma":[0.0038360043,0.0008123376,0.0008678569,0.0009798355,0.0006330458,0.0016547785,0.0016989771,0.0016955757,0.0029859731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017532785,0.00012393174,0.0009800859,0.00024405385,0.00013918003,0.00015019614,0.00022470114,0.20029326,0.033582687,0.014908873,0.0029092177,0.7462685],"study_design_scores_gemma":[0.000021182528,0.00005799191,0.00040435142,0.000019690675,0.000022106711,0.00013696145,0.00002089017,0.98570466,0.005641665,0.003925389,0.004015035,0.000030156585],"about_ca_topic_score_codex":0.004574861,"about_ca_topic_score_gemma":0.005856795,"teacher_disagreement_score":0.004574861,"about_ca_system_score_codex":0.00051395746,"about_ca_system_score_gemma":0.0013195241,"threshold_uncertainty_score":0.013610482},"labels":[],"label_agreement":null},{"id":"W4400713682","doi":"10.48550/arxiv.2407.10454","title":"Deflated Dynamics Value Iteration","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Canadian Institute for Advanced Research","keywords":"Value (mathematics); Dynamics (music); Mathematics; Applied mathematics; Computer science; Physics; Statistics","score_opus":0.033090075234814935,"score_gpt":0.15733077276155252,"score_spread":0.12424069752673758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400713682","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007642936,0.00015725597,0.98780453,0.00020025112,0.00008320559,0.00006692557,0.00006099107,0.0007042087,0.0032796878],"genre_scores_gemma":[0.33722973,0.00014949901,0.6545259,0.00037312217,0.00007989706,0.000378471,0.00039191215,0.00042696542,0.006444487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985216,0.00046102304,0.00009382513,0.0003762168,0.00039293477,0.00015443869],"domain_scores_gemma":[0.99571925,0.0024252296,0.000278793,0.00057243253,0.00085279514,0.00015144997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018053503,0.0010180838,0.0011716953,0.0005999763,0.00054779166,0.001496144,0.0021733048,0.0016547447,0.008695624],"category_scores_gemma":[0.010149887,0.00057576026,0.00058837543,0.00049517635,0.0013582031,0.0023782616,0.0027704372,0.0024856369,0.0015398682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004284793,0.00017568312,0.0018726257,0.00026136136,0.00007628019,0.00017387662,0.0003151028,0.600464,0.0073693544,0.121664554,0.007263514,0.25993517],"study_design_scores_gemma":[0.000021243677,0.000026376909,0.00004968755,0.000010525784,0.0000027463122,0.00002406891,0.000008176236,0.9848483,0.0014150457,0.012265556,0.0013215701,0.000006557872],"about_ca_topic_score_codex":0.003092488,"about_ca_topic_score_gemma":0.0029336486,"teacher_disagreement_score":0.008695624,"about_ca_system_score_codex":0.0011553834,"about_ca_system_score_gemma":0.002297879,"threshold_uncertainty_score":0.029089808},"labels":[],"label_agreement":null},{"id":"W4400873005","doi":"10.2139/ssrn.4901981","title":"Bayesian Input-State-Parameter Inference of Hydrodynamic Bearings: From Partial Displacement Measurements to Force Reconstruction","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Displacement (psychology); Inference; Bayesian inference; State (computer science); Bayesian probability; Computer science; Mathematics; Mechanics; Physics; Algorithm; Artificial intelligence","score_opus":0.013259185799944362,"score_gpt":0.243290626944319,"score_spread":0.23003144114437463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400873005","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036058713,0.00030028846,0.96184236,0.0004038211,0.000039982904,0.000019400924,0.00019036104,0.00042120134,0.00072398584],"genre_scores_gemma":[0.8376898,0.00051183533,0.15681385,0.0001896594,0.00017911439,0.00009022505,0.0010250339,0.00024238176,0.0032581475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936527,0.00023162017,0.000038654605,0.00016430079,0.00012898464,0.000071169154],"domain_scores_gemma":[0.9932287,0.0053764754,0.0004168745,0.00045756006,0.00036495773,0.0001553984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022429717,0.0010122813,0.0016300528,0.00065579574,0.00043988862,0.0013518442,0.0017055561,0.0019532142,0.0019385011],"category_scores_gemma":[0.017889502,0.0017488818,0.00081317866,0.000879222,0.0014172791,0.002132423,0.0018775477,0.0021017962,0.0007190661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004404577,0.00009141004,0.0023015758,0.0001902253,0.00009919514,0.00008393121,0.00011747493,0.88512194,0.004265829,0.018977575,0.0013293241,0.08698105],"study_design_scores_gemma":[0.000013149909,0.0000109235225,0.00040928362,0.000008573873,0.000005723148,0.0000105805375,0.0000040373966,0.9883874,0.000812779,0.010196512,0.00013177207,0.000009234556],"about_ca_topic_score_codex":0.006280735,"about_ca_topic_score_gemma":0.0055934116,"teacher_disagreement_score":0.006280735,"about_ca_system_score_codex":0.0006900566,"about_ca_system_score_gemma":0.0019519913,"threshold_uncertainty_score":0.012488306},"labels":[],"label_agreement":null},{"id":"W4401052513","doi":"10.1061/jhend8.hyeng-13675","title":"Characterizing Flow Patterns and Velocities in a Backwater Valve Using Fluorescent Particle Tracers for Image Velocimetry","year":2024,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Chiropractic Association; University of Guelph","funders":"","keywords":"Particle image velocimetry; Particle tracking velocimetry; Velocimetry; Geology; Particle (ecology); Flow (mathematics); Mechanics; Turbulence; Physics; Oceanography","score_opus":0.012233616338291205,"score_gpt":0.22761977035012693,"score_spread":0.21538615401183572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401052513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98890287,0.000096304575,0.010212908,0.00001896684,0.000011222413,0.000030599356,0.00014533087,0.00011792036,0.0004638533],"genre_scores_gemma":[0.98426867,0.00014746029,0.014605123,0.000019491405,0.0000029015878,0.000044615037,0.00019011302,0.00002110784,0.0007004411],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997646,0.000022176799,0.0000147151695,0.00007691205,0.00008427616,0.00003741548],"domain_scores_gemma":[0.99966455,0.00012601729,0.00007534127,0.00002642146,0.00007622159,0.000031495096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045540405,0.0002826548,0.0002683462,0.0006044953,0.00037212807,0.00076975604,0.0003104616,0.00042430984,0.00078245805],"category_scores_gemma":[0.00065841846,0.00016089706,0.00030332862,0.00038144624,0.00046066122,0.00041203384,0.00026235287,0.00056550605,0.00018002681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023525639,0.00025499144,0.028104208,0.000073674426,0.000013771397,0.000114652416,0.0005022677,0.0056725326,0.93920267,0.00038089938,0.00016894427,0.025276154],"study_design_scores_gemma":[0.00003221506,0.0019457066,0.12584054,0.000036158173,0.000038514077,0.0001710176,0.00082838384,0.08944066,0.7788411,0.000519179,0.002209563,0.00009701127],"about_ca_topic_score_codex":0.003988317,"about_ca_topic_score_gemma":0.005681458,"teacher_disagreement_score":0.003988317,"about_ca_system_score_codex":0.00041569586,"about_ca_system_score_gemma":0.0005278428,"threshold_uncertainty_score":0.007930219},"labels":[],"label_agreement":null},{"id":"W4401214356","doi":"10.1007/s40997-024-00795-6","title":"A Novel Pneumatic Stepper Actuator Using Constant Air Pressure","year":2024,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Actuator; Constant (computer programming); Pneumatic actuator; Stepper motor; Stepper; Control theory (sociology); Engineering; Mechanical engineering; Control engineering; Automotive engineering; Computer science; Materials science; Electrical engineering; Nanotechnology; Control (management); Artificial intelligence","score_opus":0.010562389740441342,"score_gpt":0.21881450667008084,"score_spread":0.2082521169296395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401214356","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29166692,0.0036236756,0.6775718,0.00071478356,0.0012422166,0.00022939338,0.000269637,0.0027851968,0.021896372],"genre_scores_gemma":[0.8272604,0.0009911826,0.15453488,0.00030207649,0.00020232798,0.00010135697,0.00015082743,0.000038174043,0.016418723],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997764,0.000014136176,0.000012778975,0.000049943897,0.00013157021,0.00001517894],"domain_scores_gemma":[0.9998721,0.000025590016,0.000020298658,0.000015217717,0.000046975852,0.000019811072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010544958,0.00035431658,0.00040202946,0.0001744653,0.00032498906,0.0003030332,0.00088146375,0.00069072837,0.001870644],"category_scores_gemma":[0.00010173698,0.00024943292,0.0002748168,0.00019420612,0.00014788739,0.00051798124,0.00029035265,0.00034230357,0.0005741256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009728607,0.000044105516,0.00037459738,0.0002922296,0.000021644366,0.00029962216,0.000036019712,0.0005682835,0.9515471,0.0010003764,0.0009281513,0.044790566],"study_design_scores_gemma":[0.00012777298,0.002058699,0.0101043265,0.000050196257,0.00014774522,0.0070275078,0.00010695347,0.11017781,0.8155883,0.0008138865,0.053665403,0.00013132501],"about_ca_topic_score_codex":0.00025536213,"about_ca_topic_score_gemma":0.000558224,"teacher_disagreement_score":0.001870644,"about_ca_system_score_codex":0.00009247499,"about_ca_system_score_gemma":0.00033834518,"threshold_uncertainty_score":0.0062578917},"labels":[],"label_agreement":null},{"id":"W4401422075","doi":"10.1007/978-3-031-60255-9_12","title":"Identification of the Elements of an Industrial Rubber of Unknown Formulation","year":2024,"lang":"en","type":"book-chapter","venue":"Springer proceedings in earth and environmental sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Identification (biology); Natural rubber; Forensic engineering; Engineering; Polymer science; Materials science; Composite material; Biology","score_opus":0.016007398393589816,"score_gpt":0.20210854487258953,"score_spread":0.18610114647899972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401422075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006129431,0.00017183251,0.9867626,0.000089825255,0.00003810924,0.000020894511,0.000047765974,0.00008485446,0.0066547287],"genre_scores_gemma":[0.53668463,0.0009195633,0.4156143,0.000107396445,0.00008515656,0.00016931204,0.00028265474,0.00016296157,0.045974046],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975485,0.00005951129,0.000009936555,0.000058967413,0.00010269105,0.000014030426],"domain_scores_gemma":[0.99978834,0.000117712865,0.000024558973,0.000032513515,0.000030975592,0.0000059406925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028220084,0.00048824417,0.0005585361,0.00034777855,0.00024144634,0.00079693453,0.00074101705,0.0011641091,0.0031568424],"category_scores_gemma":[0.000891794,0.0004250823,0.0006765334,0.00027272216,0.0010164643,0.0008002716,0.00075111986,0.00094358507,0.0008171728],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008525287,0.000038127804,0.00044844695,0.0003628463,0.000036722093,0.0001895025,0.00024528243,0.70751846,0.03186246,0.16090816,0.0015890768,0.09671568],"study_design_scores_gemma":[0.0000073150736,0.000052424984,0.0004051578,0.00003360008,0.000014231594,0.00013028613,0.000075362565,0.9439947,0.007239887,0.039259113,0.008771507,0.000016508246],"about_ca_topic_score_codex":0.0008005206,"about_ca_topic_score_gemma":0.0008803957,"teacher_disagreement_score":0.0031568424,"about_ca_system_score_codex":0.00022796873,"about_ca_system_score_gemma":0.0005086894,"threshold_uncertainty_score":0.010560691},"labels":[],"label_agreement":null},{"id":"W4401431252","doi":"10.1061/jsendh.steng-13500","title":"Real-Time Aeroelastic Hybrid Simulation Method for a Flexible Bridge Deck Section Model","year":2024,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hudbay Minerals (Canada)","funders":"","keywords":"Aeroelasticity; Section (typography); Bridge (graph theory); Structural engineering; Deck; Computer science; Bridge deck; Flutter; Engineering; Aerospace engineering; Aerodynamics","score_opus":0.015390724558678709,"score_gpt":0.2777727324341801,"score_spread":0.26238200787550137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401431252","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1657968,0.00026717866,0.82100976,0.00021696834,0.00009166757,0.00019143354,0.00035841216,0.0014833969,0.010584398],"genre_scores_gemma":[0.87510574,0.00016980275,0.11726043,0.000059419297,0.00002009919,0.0003819673,0.0004266236,0.00016050252,0.006415449],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998987,0.000023599798,0.0000063334114,0.000021677839,0.000033287528,0.000016470789],"domain_scores_gemma":[0.9997147,0.00012610306,0.00002911361,0.000019934827,0.00008265767,0.00002743118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033642078,0.00061652047,0.0006264425,0.00038626534,0.00043745057,0.00066567597,0.0008153446,0.0010290821,0.0037148616],"category_scores_gemma":[0.00059340714,0.00042977245,0.0006842535,0.0002623581,0.0003540068,0.0003836923,0.0006664288,0.00071857875,0.00038896853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026494694,0.000018555182,0.00040137774,0.000026532623,0.000010846328,0.000049002898,0.0000319185,0.992105,0.0030001202,0.00080354593,0.00013582753,0.0033908132],"study_design_scores_gemma":[0.0000026835862,0.00000442187,0.000030744988,0.0000010151348,9.959932e-7,0.0000025510242,0.0000033596405,0.9995808,0.00017264255,0.000055570134,0.00014377538,0.0000013633868],"about_ca_topic_score_codex":0.011469267,"about_ca_topic_score_gemma":0.009200528,"teacher_disagreement_score":0.011469267,"about_ca_system_score_codex":0.0005115911,"about_ca_system_score_gemma":0.0009593601,"threshold_uncertainty_score":0.022805035},"labels":[],"label_agreement":null},{"id":"W4401448137","doi":"10.1016/j.jcsr.2024.108950","title":"Real-time hybrid simulation to capture column buckling in steel frames under fire","year":2024,"lang":"en","type":"article","venue":"Journal of Constructional Steel Research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"State Key Laboratory of Bridge Engineering Structural Dynamics; American Association of University Women","keywords":"Buckling; Structural engineering; Column (typography); Steel frame; Engineering; Materials science; Connection (principal bundle)","score_opus":0.03273341478051418,"score_gpt":0.33462240543809413,"score_spread":0.30188899065757996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401448137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94760084,0.00015693433,0.04418734,0.00013192717,0.00008407944,0.00005080884,0.00032102867,0.00086399046,0.006603107],"genre_scores_gemma":[0.9961653,0.00002536194,0.002884823,0.000016280135,0.000004269273,0.000014169118,0.00009446155,0.000031627205,0.00076378445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990857,0.000013529398,0.0000043159616,0.000015653255,0.000032703272,0.000025304365],"domain_scores_gemma":[0.9995098,0.0002781183,0.000038339993,0.000029797344,0.00008472056,0.00005915723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022658531,0.00064020226,0.0007339253,0.0005984816,0.00052452687,0.0007319535,0.00072533434,0.0012786089,0.0026114786],"category_scores_gemma":[0.0009205386,0.00045449284,0.0004914695,0.00039058414,0.0005790027,0.00043729233,0.00040908167,0.00063022546,0.00020231589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012096307,0.00007126463,0.0014323852,0.000032789212,0.000019841385,0.0001308111,0.00005319663,0.99158704,0.0033748324,0.0003167261,0.00024183374,0.002618306],"study_design_scores_gemma":[0.0000037474379,0.000010875645,0.00023384161,0.0000010940103,0.0000013787566,0.0000035267296,0.000009788487,0.99941087,0.00025218708,0.000038257527,0.000032116674,0.0000023633215],"about_ca_topic_score_codex":0.02078754,"about_ca_topic_score_gemma":0.018567633,"teacher_disagreement_score":0.02078754,"about_ca_system_score_codex":0.0006011978,"about_ca_system_score_gemma":0.0006279898,"threshold_uncertainty_score":0.04133308},"labels":[],"label_agreement":null},{"id":"W4401458172","doi":"10.1115/omae2024-124607","title":"A Critical Review of the Correlations Used for Predicting the Onset of the Transition Flow Regime in Pipe Flow of Yield Stress Fluids","year":2024,"lang":"en","type":"review","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Flow (mathematics); Yield (engineering); Mechanics; Stress (linguistics); Statistical physics; Thermodynamics; Physics; Philosophy","score_opus":0.04540720883030303,"score_gpt":0.2991332716305222,"score_spread":0.2537260628002192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401458172","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038335822,0.94548464,0.045005266,0.0016112479,0.0011937547,0.00008714698,0.000248865,0.0002131121,0.002322468],"genre_scores_gemma":[0.032768678,0.9304081,0.03253362,0.0008186587,0.0016236269,0.00017001781,0.00042625485,0.00015312969,0.0010978511],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99679023,0.0010774304,0.0005270269,0.0005506194,0.0009297438,0.00012500306],"domain_scores_gemma":[0.9846875,0.008396633,0.0009431364,0.0006154018,0.0051690824,0.00018813681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008067313,0.0024149376,0.002635533,0.007625593,0.00069103396,0.0025984736,0.0029803638,0.0017075024,0.0011845253],"category_scores_gemma":[0.015984962,0.0016931131,0.0023072052,0.0034645312,0.0012758146,0.004051039,0.0011895875,0.0032301699,0.0010937002],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042900024,0.00029748812,0.00639858,0.030381477,0.0012937301,0.00049069675,0.00043628534,0.05452762,0.009919695,0.045407284,0.03752624,0.81289196],"study_design_scores_gemma":[0.000091017515,0.001996819,0.010481189,0.038633157,0.0027446002,0.0017337418,0.0005844198,0.123249166,0.037913293,0.032319967,0.7491491,0.0011035562],"about_ca_topic_score_codex":0.005034439,"about_ca_topic_score_gemma":0.0023195678,"teacher_disagreement_score":0.008067313,"about_ca_system_score_codex":0.0021340805,"about_ca_system_score_gemma":0.002752996,"threshold_uncertainty_score":0.042664528},"labels":[],"label_agreement":null},{"id":"W4401480258","doi":"10.1016/j.jmbbm.2024.106685","title":"Alveolar wall hyperelastic material properties determined using alveolar cluster model with experimental stress-stretch and pressure-volume data","year":2024,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyperelastic material; Alveolar Wall; Materials science; Tension (geology); Finite element method; Surface tension; Structural engineering; Stress (linguistics); Pulmonary alveolus; Mechanics; Biomedical engineering; Lung; Composite material; Engineering; Medicine; Ultimate tensile strength; Thermodynamics; Respiratory disease","score_opus":0.03343204263925432,"score_gpt":0.26333754162491096,"score_spread":0.22990549898565665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401480258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9256396,0.00009698287,0.070448525,0.00004155502,0.000010544195,0.00007075255,0.000579675,0.00027921333,0.0028331347],"genre_scores_gemma":[0.98987985,0.00006513308,0.008895685,0.0000068378467,0.0000015911992,0.000066254426,0.00026659216,0.00002223389,0.0007958498],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998281,0.000020917018,0.000011660685,0.00005035209,0.00006755709,0.000021357535],"domain_scores_gemma":[0.9997428,0.000093152405,0.000044981978,0.00005540709,0.00004424205,0.000019424675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024970347,0.0004114798,0.0003005831,0.0003876108,0.00017478333,0.00051177153,0.00071997504,0.00081116654,0.0011511769],"category_scores_gemma":[0.00061372307,0.00023087053,0.00039187382,0.00043556993,0.0003644587,0.0003639407,0.00042198197,0.00026291775,0.00028863587],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018124128,0.00016670588,0.007373848,0.00010895794,0.000026002634,0.00018766211,0.00013924454,0.8628923,0.11976882,0.00090833136,0.00023392687,0.008012929],"study_design_scores_gemma":[0.000010255432,0.00012964632,0.0055745114,0.000006930826,0.000013277743,0.00006159453,0.00006671336,0.9718474,0.021573829,0.00023057751,0.00046520983,0.000020065569],"about_ca_topic_score_codex":0.0031820918,"about_ca_topic_score_gemma":0.002910715,"teacher_disagreement_score":0.0031820918,"about_ca_system_score_codex":0.00028635867,"about_ca_system_score_gemma":0.0005530848,"threshold_uncertainty_score":0.0063271523},"labels":[],"label_agreement":null},{"id":"W4401609349","doi":"10.1109/coins61597.2024.10622240","title":"Industrial Pump Condition Monitoring with Audio Samples: a Low-Rank Linear Autoencoder Feature Extraction Approach","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Autoencoder; Feature extraction; Computer science; Rank (graph theory); Condition monitoring; Pattern recognition (psychology); Artificial intelligence; Extraction (chemistry); Speech recognition; Mathematics; Engineering; Chromatography; Chemistry; Deep learning","score_opus":0.03131962764727806,"score_gpt":0.25518367034289413,"score_spread":0.22386404269561608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401609349","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066464886,0.00061895244,0.9301823,0.00018962976,0.000074716576,0.00006931504,0.0002842112,0.0012568792,0.0008590857],"genre_scores_gemma":[0.68181086,0.0007880769,0.31007975,0.00016836653,0.00015304604,0.00016130866,0.0016271668,0.00010924281,0.0051021967],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997061,0.000048312937,0.00001910197,0.00008847094,0.00009502958,0.000042991072],"domain_scores_gemma":[0.99959284,0.00017111366,0.000048783106,0.000045788216,0.00012653883,0.000014954739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047110746,0.00096156826,0.0006790338,0.000659515,0.00015243774,0.0004905831,0.0006155593,0.00066502986,0.00091674854],"category_scores_gemma":[0.0012259363,0.00033082446,0.0006044996,0.0005512108,0.00024059514,0.0006227749,0.0004936031,0.0009747345,0.00059307157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004088284,0.00033734183,0.0028907824,0.00018908549,0.0001148385,0.00026091558,0.00010012171,0.20481417,0.066574365,0.001126963,0.0037872193,0.7193954],"study_design_scores_gemma":[0.000008491789,0.000074833195,0.0016302222,0.000008570896,0.000020872645,0.000042975218,0.00002052652,0.99014586,0.0068575055,0.00043927287,0.00073978363,0.000011065942],"about_ca_topic_score_codex":0.0029798737,"about_ca_topic_score_gemma":0.0037308394,"teacher_disagreement_score":0.0029798737,"about_ca_system_score_codex":0.00021072105,"about_ca_system_score_gemma":0.00044757818,"threshold_uncertainty_score":0.0059250593},"labels":[],"label_agreement":null},{"id":"W4401629182","doi":"10.1063/5.0215366","title":"The interplay between gravity and centrifugal forces in the continuous circular hydraulic jump","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"RES’EAU-WaterNET","keywords":"Physics; Hydraulic jump; Jump; Mechanics; Centrifugal force; Classical mechanics; Gravity force; Stratified flows; Flow (mathematics); Stratified flow; Turbulence","score_opus":0.009334944434563593,"score_gpt":0.2455456385677951,"score_spread":0.2362106941332315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401629182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920527,0.00033993294,0.0057877256,0.000110327805,0.000013658927,0.000015078333,0.00001766582,0.000046521538,0.0016165562],"genre_scores_gemma":[0.99900144,0.00010477373,0.0005865059,0.000012434864,0.0000051381207,0.000005166827,0.0000084352605,0.000004773496,0.0002712704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999325,0.000008167473,0.0000023005339,0.000011867149,0.000017416865,0.000027802227],"domain_scores_gemma":[0.99988914,0.000047651632,0.00002661288,0.0000069550024,0.0000131376455,0.000016552736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009956497,0.00026374075,0.00022814813,0.0003152042,0.0003630887,0.0004905316,0.0002727955,0.0004069585,0.00057545875],"category_scores_gemma":[0.00034050058,0.00017523338,0.00021092025,0.00011972911,0.0008598984,0.00047181032,0.00037128225,0.00025245207,0.000062634535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044270826,0.00014131668,0.014923147,0.00025643915,0.000043496584,0.0023575285,0.00048152875,0.1301038,0.82116085,0.011138141,0.0005326292,0.018418396],"study_design_scores_gemma":[0.000097085926,0.00037047925,0.032644,0.000017799086,0.00003454424,0.00048503355,0.00028443092,0.8913255,0.07100785,0.0026441694,0.0010183487,0.00007082287],"about_ca_topic_score_codex":0.0020598646,"about_ca_topic_score_gemma":0.0009395799,"teacher_disagreement_score":0.0020598646,"about_ca_system_score_codex":0.0003075351,"about_ca_system_score_gemma":0.0003086719,"threshold_uncertainty_score":0.004095793},"labels":[],"label_agreement":null},{"id":"W4401934198","doi":"10.18280/mmep.110821","title":"Numerical Analysis Method for Evaluating the Response of Steel Structures Equipped with Different Friction Dampers Configuration: A Case Study","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Damper; Structural engineering; Engineering; Materials science; Computer science","score_opus":0.05005907225746161,"score_gpt":0.30666925231966535,"score_spread":0.25661018006220376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401934198","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1471571,0.0007085969,0.83785987,0.000182579,0.000091351285,0.0002426206,0.00025001087,0.00091923313,0.012588625],"genre_scores_gemma":[0.7928275,0.00053675903,0.2021785,0.000034566106,0.000018585975,0.0003259266,0.00019588036,0.00008906613,0.003793194],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969435,0.0000658974,0.00002618854,0.000034491288,0.00014919866,0.000029821043],"domain_scores_gemma":[0.9994273,0.0002807093,0.00006845779,0.000043351964,0.00016041902,0.000019828962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006686577,0.0006559332,0.0005529649,0.0010311169,0.00045019563,0.000739931,0.0007689071,0.0012396566,0.0029465116],"category_scores_gemma":[0.0012470197,0.00031457408,0.00068764336,0.00076029665,0.0003513996,0.00040151548,0.0004974624,0.00041539458,0.00042204713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012362069,0.00014736793,0.0043033413,0.0004583203,0.00004498091,0.00044820126,0.00024805655,0.8687466,0.050124537,0.0039401124,0.0009753174,0.07043964],"study_design_scores_gemma":[0.0000065190043,0.00006746938,0.00055427686,0.000016726397,0.000008738571,0.000076768,0.000053203697,0.9940899,0.0037249827,0.00037066388,0.001020566,0.000010122797],"about_ca_topic_score_codex":0.0029234749,"about_ca_topic_score_gemma":0.0026840856,"teacher_disagreement_score":0.0029465116,"about_ca_system_score_codex":0.00034105338,"about_ca_system_score_gemma":0.0006290118,"threshold_uncertainty_score":0.009857118},"labels":[],"label_agreement":null},{"id":"W4402050526","doi":"10.11159/jffhmt.2024.027","title":"Numerical Analysis of Control Valve with Perforated Cage under Different Inlet Pressure Conditions","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Flow Heat and Mass Transfer","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"RIKEN","keywords":"Cage; Inlet; Control theory (sociology); Mechanics; Materials science; Engineering; Structural engineering; Control (management); Mechanical engineering; Computer science; Physics","score_opus":0.006836833835934515,"score_gpt":0.2095668217092261,"score_spread":0.2027299878732916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402050526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94573647,0.0002904285,0.049900364,0.00012897818,0.00006211672,0.000038862014,0.000103372535,0.000375946,0.003363556],"genre_scores_gemma":[0.99285275,0.00006353408,0.00649658,0.0000072756047,0.000003823291,0.0000164885,0.00003304404,0.000016726417,0.00050981424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997404,0.00003153274,0.00001554175,0.000056414316,0.00009837714,0.000057820587],"domain_scores_gemma":[0.99946064,0.00025034536,0.00009656545,0.00004798785,0.00011328644,0.000031249732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041227156,0.00035265824,0.0005666072,0.00050062663,0.0005421679,0.0007222243,0.0005104637,0.00087914127,0.0010392071],"category_scores_gemma":[0.001360275,0.00022993337,0.0005160735,0.00032298046,0.0008909051,0.0004918362,0.0003804733,0.00024910044,0.0000918921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043342484,0.000103127444,0.007340371,0.0002795339,0.00004032759,0.00096334406,0.0002925445,0.80426353,0.16929936,0.0028376281,0.00045414083,0.013692696],"study_design_scores_gemma":[0.000017510938,0.00009702916,0.001552916,0.0000064788433,0.000011714586,0.000056599787,0.00004256438,0.9846838,0.013077724,0.00019650644,0.00024112273,0.000016056225],"about_ca_topic_score_codex":0.003563293,"about_ca_topic_score_gemma":0.0013301654,"teacher_disagreement_score":0.003563293,"about_ca_system_score_codex":0.00044625133,"about_ca_system_score_gemma":0.0005677092,"threshold_uncertainty_score":0.007085085},"labels":[],"label_agreement":null},{"id":"W4402052537","doi":"10.1007/s11424-024-3256-3","title":"A LESO Based Backstepping Controller Considering Coal Seam Hardness for Rotary Speed in Coal Mine Tunnel Drilling Process","year":2024,"lang":"en","type":"article","venue":"Journal of Systems Science and Complexity","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Drilling; Backstepping; Coal mining; Process (computing); Coal; Controller (irrigation); Mining engineering; Petroleum engineering; Engineering; Automotive engineering; Geology; Mechanical engineering; Computer science; Control (management); Waste management; Artificial intelligence","score_opus":0.06311254887897949,"score_gpt":0.2834535609641223,"score_spread":0.22034101208514278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402052537","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26210928,0.00057531474,0.7212178,0.0003158256,0.00030731026,0.0001452578,0.00006262266,0.00084709347,0.014419476],"genre_scores_gemma":[0.99066216,0.000066981185,0.0075110006,0.00003735666,0.000016431313,0.000038348167,0.000020615282,0.000008850387,0.0016383997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979776,0.000023726312,0.00001440661,0.000055139342,0.000075488686,0.000033544708],"domain_scores_gemma":[0.9996649,0.00008914432,0.000041379248,0.000020878788,0.00016339908,0.000020407038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003258155,0.00051096536,0.00062009366,0.0002502235,0.00052797137,0.00090979424,0.00065443275,0.0007208899,0.001613469],"category_scores_gemma":[0.0006907205,0.00021949332,0.0003303413,0.00018125333,0.00028143427,0.00046537473,0.0006769761,0.00045789476,0.00021675744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012136569,0.00034355046,0.0038460623,0.0006640306,0.00012433606,0.0005963403,0.00040114322,0.7023877,0.09603088,0.0038684795,0.0017641113,0.18875971],"study_design_scores_gemma":[0.000036713747,0.00020597897,0.00073254283,0.000010664622,0.000023638191,0.000029091669,0.000040168376,0.9923488,0.0057189404,0.00023351562,0.0006091305,0.000010852098],"about_ca_topic_score_codex":0.0047109136,"about_ca_topic_score_gemma":0.004365726,"teacher_disagreement_score":0.0047109136,"about_ca_system_score_codex":0.00024426193,"about_ca_system_score_gemma":0.00063126325,"threshold_uncertainty_score":0.009366989},"labels":[],"label_agreement":null},{"id":"W4402306132","doi":"10.1016/j.ifacol.2024.08.366","title":"Control Valve Stiction Detection using Learning Vector Quantization Neural Network","year":2024,"lang":"en","type":"article","venue":"IFAC-PapersOnLine","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stiction; Learning vector quantization; Artificial neural network; Quantization (signal processing); Artificial intelligence; Computer science; Vector quantization; Control theory (sociology); Control (management); Machine learning; Materials science; Computer vision; Nanotechnology; Microelectromechanical systems","score_opus":0.011874205575074924,"score_gpt":0.22876451394063627,"score_spread":0.21689030836556134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402306132","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2120795,0.0018070102,0.779661,0.00037164032,0.00025260868,0.00014763355,0.0001904297,0.0016014493,0.0038886892],"genre_scores_gemma":[0.96099806,0.0002272417,0.037061416,0.000060777234,0.000025277965,0.000055019933,0.00017669151,0.000018242787,0.0013770845],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996018,0.00006579473,0.000035784527,0.00010568152,0.00014421716,0.000046795412],"domain_scores_gemma":[0.99932444,0.0002504087,0.00007553798,0.000036898524,0.0002910587,0.000021658327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069004245,0.0004612742,0.0005667347,0.00044227304,0.0002486726,0.0005641561,0.00065496436,0.0006033752,0.00076707307],"category_scores_gemma":[0.0020008257,0.00022962686,0.00029559617,0.00039963366,0.00029485533,0.0006024899,0.00038010933,0.00060923875,0.00016042446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029355622,0.00019195,0.0048813983,0.00017737261,0.00006649057,0.00010537511,0.000106233994,0.57378954,0.014427442,0.00094936654,0.0022223622,0.40278894],"study_design_scores_gemma":[0.000004544396,0.00003249008,0.000625137,0.00000527403,0.000004498641,0.000009330659,0.0000056085996,0.99728,0.001773658,0.00014745546,0.000107292086,0.0000047097087],"about_ca_topic_score_codex":0.012363098,"about_ca_topic_score_gemma":0.0067385426,"teacher_disagreement_score":0.012363098,"about_ca_system_score_codex":0.00069053425,"about_ca_system_score_gemma":0.00065384636,"threshold_uncertainty_score":0.024582267},"labels":[],"label_agreement":null},{"id":"W4402413387","doi":"10.1115/fedsm2024-131123","title":"Evaluating the Role of Ejector Nozzle Angle Deviation on the Performance of an Industrial Stack Ejector System","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Injector; Nozzle; Stack (abstract data type); Mechanical engineering; Materials science; Automotive engineering; Computer science; Engineering; Operating system","score_opus":0.04773889008900619,"score_gpt":0.2724131902140494,"score_spread":0.22467430012504322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402413387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940447,0.0001557006,0.004861743,0.000019488663,0.000018511068,0.000012023311,0.00007256277,0.0001137647,0.00070149923],"genre_scores_gemma":[0.9991264,0.000027685104,0.0006829237,0.0000037016584,0.0000010184989,0.0000027677697,0.000044738004,0.0000063572884,0.00010447382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938226,0.00009841677,0.00005290965,0.00009447623,0.00026744825,0.000104486026],"domain_scores_gemma":[0.998528,0.0006830324,0.00020924144,0.00011520682,0.00039490056,0.00006950946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009276779,0.0004299888,0.0004407882,0.00045608805,0.00040297757,0.00074399175,0.00038109988,0.0005005009,0.0010335344],"category_scores_gemma":[0.0021009853,0.00018334559,0.00037758588,0.0003766255,0.0003106579,0.0006126585,0.00038630015,0.00041314674,0.0002680258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038773513,0.00045775395,0.081125505,0.0004916717,0.00015711931,0.00063418766,0.00030048078,0.4467934,0.40504616,0.0005447853,0.00067299145,0.0598985],"study_design_scores_gemma":[0.000057965262,0.005762585,0.07931772,0.00004251382,0.00015842522,0.0003108256,0.0005229337,0.42298055,0.4892024,0.00022086411,0.0012695448,0.00015362863],"about_ca_topic_score_codex":0.0017677483,"about_ca_topic_score_gemma":0.001342429,"teacher_disagreement_score":0.0017677483,"about_ca_system_score_codex":0.0003874909,"about_ca_system_score_gemma":0.00033726954,"threshold_uncertainty_score":0.0049060583},"labels":[],"label_agreement":null},{"id":"W4402501790","doi":"10.11159/icceia24.110","title":"Effect of Distance on Hydraulic Efficiencies of Successively Located Grate Inlets","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inlet; Environmental science; Marine engineering; Petroleum engineering; Mechanics; Geology; Engineering; Physics; Geomorphology","score_opus":0.007089427628276036,"score_gpt":0.22786106827981803,"score_spread":0.220771640651542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402501790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977816,0.0002742524,0.0009944788,0.000018970304,0.000028392244,0.000003844243,0.000032926346,0.000032480017,0.00083295716],"genre_scores_gemma":[0.99864453,0.0000925707,0.0005291173,0.000008248997,0.000006072836,0.0000022774484,0.00003433806,0.000015717316,0.0006671211],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993055,0.00013474234,0.000050644547,0.00014943091,0.00015973803,0.00019996028],"domain_scores_gemma":[0.9918276,0.0063704066,0.00039725023,0.00039016476,0.00074754725,0.000266981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511928,0.0004932812,0.0008045611,0.00039263084,0.0005933783,0.0010884762,0.00084722345,0.00096224516,0.003906597],"category_scores_gemma":[0.0039230622,0.00049733295,0.0005689611,0.00037335616,0.00067360094,0.001152896,0.00084836694,0.0008489309,0.0007168862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04194106,0.00089677103,0.019032227,0.0008508014,0.00015189254,0.0012642542,0.0005913275,0.078612626,0.812163,0.0015023517,0.0003081304,0.042685576],"study_design_scores_gemma":[0.00020702723,0.0043948796,0.021451272,0.00003156016,0.00016852845,0.00024964107,0.0005801326,0.024096202,0.9476248,0.00028532482,0.00083509425,0.00007546711],"about_ca_topic_score_codex":0.0009889681,"about_ca_topic_score_gemma":0.001658264,"teacher_disagreement_score":0.003906597,"about_ca_system_score_codex":0.000575035,"about_ca_system_score_gemma":0.0005090262,"threshold_uncertainty_score":0.013068914},"labels":[],"label_agreement":null},{"id":"W4402504545","doi":"10.1139/tcsme-2024-0079","title":"Performance analysis of a high-frequency two-stage proportional valve piloted by two high-speed on/off valve arrays","year":2024,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Stage (stratigraphy); Physics; Materials science; Engineering; Mathematics; Acoustics; Geology","score_opus":0.01014355580106419,"score_gpt":0.2134366061103957,"score_spread":0.2032930503093315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402504545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8519843,0.0005225774,0.14316036,0.00013337361,0.00005007792,0.000056356766,0.000056386336,0.0004952616,0.0035412863],"genre_scores_gemma":[0.9951676,0.00005739234,0.0043004765,0.0000058493247,0.000004042107,0.000010378232,0.0000140138945,0.0000066826237,0.0004335799],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995634,0.00007335214,0.000019677047,0.00010219447,0.00019234772,0.000049042468],"domain_scores_gemma":[0.99943775,0.00027577358,0.000090806156,0.000048973914,0.00011913454,0.000027599499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005625817,0.0003922154,0.0004302773,0.00028281414,0.00028472283,0.0004778384,0.0006122219,0.0005194076,0.0010047867],"category_scores_gemma":[0.0008340827,0.00027080713,0.00039727255,0.00015501371,0.00026665884,0.00057521777,0.00031763987,0.0002824937,0.00016049974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015356712,0.00031749657,0.008648691,0.00069904927,0.00012906495,0.0004458437,0.00029789546,0.21671101,0.685695,0.001994312,0.0006580621,0.082867876],"study_design_scores_gemma":[0.000048007267,0.001166935,0.003803302,0.000006162077,0.000033033575,0.00012278471,0.000027287173,0.9247416,0.06926507,0.00015168528,0.00060908217,0.000025001984],"about_ca_topic_score_codex":0.0021226238,"about_ca_topic_score_gemma":0.0007396801,"teacher_disagreement_score":0.0021226238,"about_ca_system_score_codex":0.00034554364,"about_ca_system_score_gemma":0.00038626458,"threshold_uncertainty_score":0.0042205453},"labels":[],"label_agreement":null},{"id":"W4402557280","doi":"10.1016/j.apor.2024.104234","title":"Development and verification of real-time hybrid model test delay compensation method for monopile-type offshore wind turbines","year":2024,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; Queen's University; Key Technologies Research and Development Program; National Natural Science Foundation of China; Queen's University Belfast; Department for the Economy","keywords":"Offshore wind power; Marine engineering; Submarine pipeline; Compensation (psychology); Wind power; Engineering; Environmental science; Computer science; Geotechnical engineering; Electrical engineering","score_opus":0.05646595830576212,"score_gpt":0.3280868595102029,"score_spread":0.27162090120444077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402557280","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017228479,0.000094841074,0.9800755,0.000033677174,0.000042851938,0.000041231888,0.00002417745,0.0007037617,0.0017553995],"genre_scores_gemma":[0.87494546,0.000103598366,0.121243134,0.000039619288,0.000019468414,0.00009155315,0.00011188938,0.00007882776,0.0033663407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977237,0.000038475602,0.000013453604,0.000048230784,0.0001044209,0.000023033323],"domain_scores_gemma":[0.99962807,0.00009899852,0.000060043,0.000043427055,0.0001544284,0.000015003722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039927132,0.0005949195,0.00040930032,0.00028426363,0.00027438297,0.00043392694,0.0007636532,0.0005186393,0.0027644786],"category_scores_gemma":[0.00077048695,0.00021371631,0.00032619282,0.00014018653,0.00025867933,0.0005002505,0.00041826104,0.0004390106,0.0003594048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003282445,0.000111006564,0.0015609764,0.00047543703,0.00008406805,0.0002990696,0.00018424122,0.6092337,0.14903633,0.0072445697,0.0019506585,0.22949167],"study_design_scores_gemma":[0.000022332235,0.000097528406,0.00033120954,0.000008269375,0.000011947145,0.000051814928,0.000011713229,0.9835449,0.013809859,0.0005034718,0.0015978504,0.000009085858],"about_ca_topic_score_codex":0.0034871174,"about_ca_topic_score_gemma":0.0032967755,"teacher_disagreement_score":0.0034871174,"about_ca_system_score_codex":0.00027885498,"about_ca_system_score_gemma":0.0006307335,"threshold_uncertainty_score":0.0092481375},"labels":[],"label_agreement":null},{"id":"W4402630909","doi":"10.1016/j.mechmachtheory.2024.105797","title":"A new iterative identification algorithm for estimating the LuGre friction model parameters","year":2024,"lang":"en","type":"article","venue":"Mechanism and Machine Theory","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Research Council Canada","keywords":"Identification (biology); Algorithm; Computer science; System identification; Control theory (sociology); Mathematics; Artificial intelligence; Data mining; Control (management)","score_opus":0.013687564522774334,"score_gpt":0.23562607123532867,"score_spread":0.22193850671255433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402630909","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007102332,0.00003774017,0.9987319,0.000010814215,0.000011896396,0.000011646134,0.000006633129,0.00023926202,0.0002398583],"genre_scores_gemma":[0.054921713,0.00012935983,0.94087607,0.000067329915,0.00003439932,0.00014986238,0.00014138773,0.00013383132,0.0035460216],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921346,0.00011851271,0.00004883282,0.00025843177,0.0003069729,0.000053747463],"domain_scores_gemma":[0.99901557,0.00033897045,0.00009170217,0.00012179677,0.00040323992,0.000028744487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149346,0.0011202764,0.001358225,0.0011901673,0.0007398712,0.0011300192,0.0018678807,0.0016120033,0.0035866087],"category_scores_gemma":[0.003356277,0.0007620303,0.0007964703,0.0009466579,0.00063179084,0.0016844807,0.001421734,0.0014668872,0.0023777923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014793324,0.00012336299,0.0010281656,0.00020424447,0.00013568491,0.00012810006,0.00019304146,0.1819137,0.029755952,0.013612463,0.002635482,0.7701219],"study_design_scores_gemma":[0.00001866157,0.00005340043,0.00043409047,0.000016791273,0.000022580736,0.00013480341,0.000018826615,0.986896,0.005374453,0.0030638045,0.0039387797,0.000027837044],"about_ca_topic_score_codex":0.005012391,"about_ca_topic_score_gemma":0.006590774,"teacher_disagreement_score":0.005012391,"about_ca_system_score_codex":0.00054318254,"about_ca_system_score_gemma":0.0013578533,"threshold_uncertainty_score":0.011998415},"labels":[],"label_agreement":null},{"id":"W4402874956","doi":"10.1007/978-3-031-70428-4_11","title":"Fatigue Life Analysis and Topological Optimization of a High-Pressure Centrifugal Pump","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de l'Abitibi Témiscamingue; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Centrifugal pump; Topology (electrical circuits); Mathematics; Mechanics; Physics; Combinatorics","score_opus":0.00992979430038323,"score_gpt":0.20534009049615368,"score_spread":0.19541029619577044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402874956","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40581277,0.0017655827,0.5600578,0.00065770926,0.000083420586,0.00006810544,0.00021156987,0.00028842624,0.03105463],"genre_scores_gemma":[0.98504835,0.00033854463,0.009877174,0.000023327186,0.000024251694,0.000033593675,0.00006172533,0.000045876273,0.00454708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999125,0.000030479176,0.0000030060585,0.000012574722,0.000026704165,0.000014766214],"domain_scores_gemma":[0.99980325,0.00009041017,0.000026065207,0.000012066248,0.00005548357,0.00001260025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032364993,0.0004691842,0.0005377208,0.00058841606,0.000375686,0.00061887706,0.0005440927,0.0008208409,0.002362136],"category_scores_gemma":[0.0008098215,0.0002673872,0.00050079555,0.00032696713,0.00055262086,0.0005608583,0.00033026133,0.00032152666,0.00017277013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000812408,0.00004427631,0.00051207695,0.000074761214,0.000020028623,0.00008596597,0.000041269188,0.95881134,0.009647949,0.010884624,0.0008152895,0.018981071],"study_design_scores_gemma":[0.0000016168658,0.000024392708,0.00037491505,0.0000025605561,0.000004880538,0.000016125932,0.000008947206,0.99760926,0.00037861214,0.001413415,0.00016167565,0.0000034986506],"about_ca_topic_score_codex":0.0025001718,"about_ca_topic_score_gemma":0.0018175608,"teacher_disagreement_score":0.0025001718,"about_ca_system_score_codex":0.00062385993,"about_ca_system_score_gemma":0.0004766933,"threshold_uncertainty_score":0.007902145},"labels":[],"label_agreement":null},{"id":"W4402955993","doi":"10.1016/j.ijmecsci.2024.109753","title":"Experiment-in-the-Loop system for fast and effective tuning of active vibration controllers","year":2024,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Vibration; Loop (graph theory); Active vibration control; Vibration control; Control engineering; Computer science; Engineering; Control (management); Physics; Acoustics; Mathematics; Artificial intelligence","score_opus":0.013912915811657146,"score_gpt":0.28199364714507497,"score_spread":0.2680807313334178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402955993","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0694686,0.00023933992,0.9059759,0.00026623943,0.0004815969,0.0008284104,0.00045553473,0.016408207,0.0058762683],"genre_scores_gemma":[0.80299103,0.00006362378,0.190216,0.00029738402,0.0001345579,0.0009453878,0.00035826303,0.0004788953,0.0045147915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985165,0.00040222748,0.00011146628,0.0003234113,0.00052832364,0.00011821001],"domain_scores_gemma":[0.9981523,0.00066834857,0.00018304019,0.00039983774,0.00044490077,0.00015156573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018475903,0.0011688493,0.0008589608,0.00061278266,0.0006479134,0.0007089812,0.0016469134,0.0013156696,0.016342122],"category_scores_gemma":[0.0026300363,0.00035152622,0.00023895963,0.00028513517,0.000573671,0.00088240916,0.0015273591,0.00085278525,0.0028384377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028874022,0.0010792367,0.0026828598,0.001100008,0.00013922516,0.0004519684,0.0007500316,0.0122173065,0.7192539,0.00352752,0.008602916,0.2473075],"study_design_scores_gemma":[0.0015675941,0.0034996471,0.010503248,0.00012774335,0.00017047292,0.0011953433,0.00013421469,0.5744983,0.36633798,0.0034624464,0.038261857,0.00024112218],"about_ca_topic_score_codex":0.00054133835,"about_ca_topic_score_gemma":0.0013052045,"teacher_disagreement_score":0.016342122,"about_ca_system_score_codex":0.00026769098,"about_ca_system_score_gemma":0.00068836496,"threshold_uncertainty_score":0.054669857},"labels":[],"label_agreement":null},{"id":"W4403121638","doi":"10.4050/f-0072-2016-11401","title":"525 Hydraulic System Optimization for Fly-By-Wire Control","year":2016,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"On the fly; Hydraulic machinery; Computer science; Control system; Environmental science; Electrical engineering; Engineering; Mechanical engineering; Operating system","score_opus":0.004908240816087573,"score_gpt":0.17715376754578674,"score_spread":0.17224552672969917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403121638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49427593,0.0004702026,0.41928864,0.00042911066,0.00012707249,0.00064727326,0.00048482127,0.0024907612,0.081786186],"genre_scores_gemma":[0.96043825,0.0001013166,0.03173146,0.00003375135,0.000007859748,0.00014741659,0.00018697136,0.00007552849,0.0072774235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955267,0.000046290188,0.000016790444,0.00005064181,0.00026674056,0.00006678067],"domain_scores_gemma":[0.9997546,0.000050523664,0.000039053764,0.000017687622,0.00012228866,0.00001578875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037581855,0.00050748413,0.00039156203,0.00039701187,0.00034438403,0.00081748277,0.00035866653,0.00041233856,0.0050111213],"category_scores_gemma":[0.0007451149,0.00022493585,0.0002557193,0.0002270399,0.00026040906,0.000431497,0.00032525221,0.00035753704,0.0006362267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037152827,0.0002086106,0.0020568601,0.00049357506,0.00005265124,0.00020271787,0.00016355711,0.6450228,0.2196789,0.012326221,0.004625795,0.11479678],"study_design_scores_gemma":[0.00008077538,0.0013250976,0.0036314966,0.000021470585,0.0000650836,0.000089606954,0.00008420677,0.9222676,0.053430427,0.0010301837,0.017927036,0.000046954647],"about_ca_topic_score_codex":0.0045925947,"about_ca_topic_score_gemma":0.006791663,"teacher_disagreement_score":0.0050111213,"about_ca_system_score_codex":0.0010624202,"about_ca_system_score_gemma":0.001418591,"threshold_uncertainty_score":0.016763866},"labels":[],"label_agreement":null},{"id":"W4403138831","doi":"10.1051/meca/2024020","title":"Harmonic modal analysis of hydroelectric runner in steady-state conditions: a Bayesian approach","year":2024,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada); Hydro-Québec; Université de Montréal","funders":"Mitacs; Hydro-Québec","keywords":"Harmonics; Modal analysis; Modal; Hydroelectricity; Rotor (electric); Computer science; Francis turbine; Harmonic analysis; Power (physics); Control theory (sociology); Turbine; Structural engineering; Engineering; Finite element method; Mechanical engineering; Electronic engineering; Voltage; Physics; Electrical engineering; Artificial intelligence","score_opus":0.013317047866300356,"score_gpt":0.23326684442092963,"score_spread":0.21994979655462926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403138831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025629891,0.00008597612,0.9729022,0.000048823917,0.0000046883674,0.00001361565,0.000056408615,0.00010615369,0.0011523241],"genre_scores_gemma":[0.8937339,0.00032425602,0.10208805,0.000040904455,0.000032136784,0.000049818307,0.00025283688,0.00008116643,0.0033969088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998379,0.00005196497,0.0000054511947,0.00003672319,0.000053552423,0.000014428335],"domain_scores_gemma":[0.99968946,0.00016731795,0.000040569532,0.000024961957,0.00006529435,0.000012410351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765065,0.00035774175,0.00031705052,0.0003987865,0.00017542964,0.0004559296,0.00047476083,0.0003895179,0.0014916927],"category_scores_gemma":[0.0011172806,0.0002417073,0.00032407357,0.00023377757,0.00036689165,0.0006153481,0.0004331969,0.00043224503,0.00035697676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013059848,0.00007623869,0.0028314567,0.00015107244,0.00006483988,0.00008534999,0.0001949043,0.8017218,0.031964995,0.016855702,0.0008253252,0.14509773],"study_design_scores_gemma":[0.0000015244536,0.000011571917,0.0007732097,0.000004708131,0.0000040667755,0.0000149294565,0.000010230233,0.9962845,0.00084383576,0.0017565683,0.00028710274,0.000007711633],"about_ca_topic_score_codex":0.0022079728,"about_ca_topic_score_gemma":0.0030677419,"teacher_disagreement_score":0.0022079728,"about_ca_system_score_codex":0.00024112151,"about_ca_system_score_gemma":0.00031041185,"threshold_uncertainty_score":0.00499022},"labels":[],"label_agreement":null},{"id":"W4403264983","doi":"10.1007/978-3-031-61519-1_16","title":"Development of a Computational Fluid Dynamics Model for Archimedes Screw Pumps","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Dynamics (music); Computer science; Computational fluid dynamics; Mechanical engineering; Mechanics; Engineering; Physics; Acoustics","score_opus":0.014939357505985913,"score_gpt":0.2132480781905663,"score_spread":0.1983087206845804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403264983","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04748035,0.00055648165,0.9241922,0.00051541685,0.0003168322,0.00024437945,0.000757275,0.0021228944,0.0238141],"genre_scores_gemma":[0.5736555,0.0011570947,0.39331764,0.0002560586,0.00012666702,0.0010013825,0.0011595824,0.0008693203,0.028456751],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998367,0.00002841409,0.00001156918,0.000028947552,0.00007487387,0.000019484423],"domain_scores_gemma":[0.99974483,0.000098445154,0.000022148712,0.000027323025,0.000087524124,0.00001975241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002814262,0.00076841924,0.001027479,0.00037613988,0.0010458545,0.0011987077,0.0022665055,0.0019627325,0.005017973],"category_scores_gemma":[0.00084353413,0.0007766182,0.0010643131,0.00045127538,0.0006071685,0.0009072769,0.0009758529,0.0012509634,0.0011667396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001974848,0.000027876447,0.00026478193,0.00003266418,0.00001042257,0.00007345832,0.000025664509,0.9829539,0.0017566405,0.007798417,0.00071536674,0.0063211718],"study_design_scores_gemma":[0.0000053688555,0.0000055008677,0.000032221214,0.0000029571672,0.0000022324507,0.00000692905,0.0000029934806,0.99791616,0.00044046328,0.0006428757,0.00093939324,0.0000029179414],"about_ca_topic_score_codex":0.014553568,"about_ca_topic_score_gemma":0.008629668,"teacher_disagreement_score":0.014553568,"about_ca_system_score_codex":0.00071510364,"about_ca_system_score_gemma":0.002043528,"threshold_uncertainty_score":0.028937757},"labels":[],"label_agreement":null},{"id":"W4403266474","doi":"10.3397/in_2024_3690","title":"Pros and cons of equipping Harmonic Acoustic Pneumatic Sources (HAPS) with quarter wave tube: analytical model versus experimental validation","year":2024,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Acoustics; Quarter (Canadian coin); Tube (container); cons; Harmonic; Computer science; Engineering; Mechanical engineering; Physics","score_opus":0.027224488138956608,"score_gpt":0.24509301160166572,"score_spread":0.2178685234627091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403266474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5602581,0.001811745,0.421182,0.0004000176,0.00015545811,0.00027273328,0.0004639582,0.0015627448,0.013893158],"genre_scores_gemma":[0.96073204,0.000766926,0.036413316,0.000022567427,0.000014537037,0.00010668473,0.0000986218,0.000042504093,0.001802834],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994777,0.00011265648,0.000026716745,0.00006953596,0.00028111268,0.000032429165],"domain_scores_gemma":[0.9992957,0.00036644383,0.0001064189,0.00008617309,0.00012961848,0.000015606884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067231915,0.00049772323,0.0003543632,0.00031601332,0.00022822146,0.00068984256,0.0006729705,0.0008358239,0.0014941912],"category_scores_gemma":[0.0013588726,0.00023534487,0.0003997367,0.00028458875,0.0005009622,0.00062738237,0.00032559413,0.00035511126,0.00052127644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000606548,0.00054637395,0.006475808,0.0019449133,0.000059793812,0.00047606387,0.0005918662,0.29087147,0.57495046,0.007958277,0.001256433,0.11426191],"study_design_scores_gemma":[0.0000419893,0.0014334222,0.0028872113,0.00009715409,0.000052193478,0.00022980556,0.00018416681,0.72020835,0.26637882,0.0008620648,0.0075717107,0.000053173993],"about_ca_topic_score_codex":0.0011796852,"about_ca_topic_score_gemma":0.001077264,"teacher_disagreement_score":0.0014941912,"about_ca_system_score_codex":0.00044066674,"about_ca_system_score_gemma":0.00040737813,"threshold_uncertainty_score":0.0049985647},"labels":[],"label_agreement":null},{"id":"W4403275622","doi":"10.1061/jsendh.steng-13653","title":"Numerically Stable Integrated Simulation Method for Coupled Dynamic Systems","year":2024,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hudbay Minerals (Canada); University of Toronto","funders":"","keywords":"Computer science; Dynamic simulation; Simulation","score_opus":0.007363363308923382,"score_gpt":0.264436274498507,"score_spread":0.2570729111895836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403275622","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011719775,0.000070346076,0.9958276,0.000033657787,0.00003746585,0.000031575262,0.00002144217,0.00023477581,0.0025710738],"genre_scores_gemma":[0.20724612,0.00043462167,0.78028095,0.0001483401,0.00007342751,0.0008593651,0.0002537552,0.00046889277,0.010234487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995915,0.00011438402,0.000017994042,0.000048229882,0.00020177785,0.000026194337],"domain_scores_gemma":[0.9996501,0.00014081386,0.000031241263,0.000043435877,0.00011343614,0.000020964953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068739045,0.0006772604,0.00062966766,0.0006047074,0.00052274676,0.0007022761,0.0012478508,0.0010205455,0.0054500266],"category_scores_gemma":[0.0012776429,0.00038466573,0.0007245633,0.000438847,0.00070478604,0.0006671688,0.0012759009,0.0013548867,0.0014378874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070589296,0.00006720408,0.00043161216,0.0001695492,0.000056194658,0.0001557599,0.00015201408,0.7886622,0.017401751,0.1492571,0.002057752,0.041518293],"study_design_scores_gemma":[0.000007669424,0.000009889353,0.000016326929,0.000005775124,0.0000030558579,0.000014846415,0.000003719828,0.99332374,0.0006621428,0.003715069,0.0022332713,0.0000044364965],"about_ca_topic_score_codex":0.0026052536,"about_ca_topic_score_gemma":0.0018805519,"teacher_disagreement_score":0.0054500266,"about_ca_system_score_codex":0.0006414904,"about_ca_system_score_gemma":0.0012775966,"threshold_uncertainty_score":0.018232226},"labels":[],"label_agreement":null},{"id":"W4403279694","doi":"10.1109/icem60801.2024.10700242","title":"Mechanical Design Considerations of a Light-Weight Rotor for Brushless Double Fed Machines","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Rotor (electric); DC motor; Computer science; Automotive engineering; Control theory (sociology); Mechanical engineering; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.036413598375370095,"score_gpt":0.26166984630009704,"score_spread":0.22525624792472695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403279694","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12702629,0.0018781868,0.8536616,0.0008053885,0.00038054527,0.00038503724,0.00014844211,0.00057836645,0.015136188],"genre_scores_gemma":[0.6484876,0.0007228391,0.34005493,0.00018735783,0.00012917245,0.00025729538,0.00013420274,0.0001111797,0.00991536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995797,0.000058755522,0.0000221345,0.00004165127,0.00027843608,0.000019184003],"domain_scores_gemma":[0.9996953,0.0000885326,0.000071937255,0.000026666914,0.00009871592,0.000018884155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005310544,0.00065646577,0.00041524967,0.0004666579,0.00033663496,0.00069949316,0.00058665633,0.000917866,0.0029509165],"category_scores_gemma":[0.0009077339,0.00036348504,0.00027384408,0.00011397068,0.0003226933,0.0005136558,0.00022117395,0.00034460836,0.0010218307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042136296,0.00013763546,0.0011988413,0.0012793305,0.000032346557,0.00063097366,0.00015471273,0.029224515,0.7904156,0.012748242,0.0023978758,0.16135852],"study_design_scores_gemma":[0.00068950985,0.009572472,0.021611031,0.00039377034,0.00027300607,0.004418247,0.0003303578,0.42071652,0.30967495,0.010251675,0.22188324,0.00018522615],"about_ca_topic_score_codex":0.00022244414,"about_ca_topic_score_gemma":0.0006983165,"teacher_disagreement_score":0.0029509165,"about_ca_system_score_codex":0.00027266418,"about_ca_system_score_gemma":0.0003178092,"threshold_uncertainty_score":0.009871781},"labels":[],"label_agreement":null},{"id":"W4403335853","doi":"10.3390/machines12100719","title":"Compensation Function Observer-Based Backstepping Sliding-Mode Control of Uncertain Electro-Hydraulic Servo System","year":2024,"lang":"en","type":"article","venue":"Machines","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Control theory (sociology); Backstepping; Compensation (psychology); Observer (physics); Servo; Servomechanism; State observer; Sliding mode control; Control engineering; Computer science; Control (management); Engineering; Adaptive control; Physics; Artificial intelligence; Psychology; Nonlinear system","score_opus":0.011893050893268546,"score_gpt":0.22779540051311106,"score_spread":0.2159023496198425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403335853","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030846484,0.0003663315,0.9663814,0.00006110674,0.00008224441,0.000031659274,0.000015316698,0.0005352091,0.0016801951],"genre_scores_gemma":[0.97218406,0.00024036302,0.02589124,0.000035737503,0.000024516557,0.00006176784,0.000050031616,0.000014127523,0.0014981035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999647,0.000055270113,0.000032874872,0.000064840955,0.00016404146,0.00003584647],"domain_scores_gemma":[0.999653,0.00009565791,0.00006614217,0.000033136675,0.0001403279,0.000011734606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005511002,0.0004922781,0.0005432405,0.0002654633,0.00023729136,0.0005424843,0.00062734203,0.0004443778,0.0006637163],"category_scores_gemma":[0.00085291284,0.00019930527,0.00032601933,0.00019977255,0.00036759514,0.00049057044,0.00039200703,0.00053269445,0.00012528039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036832527,0.000067305074,0.0014287094,0.00049176236,0.00009000712,0.0002760945,0.0003102731,0.72353953,0.067011036,0.008437625,0.0012592202,0.19672015],"study_design_scores_gemma":[0.000020546857,0.000101310085,0.00038500802,0.0000074497934,0.000010925953,0.000024588715,0.0000070795913,0.9929234,0.0054255007,0.00032154485,0.00076462404,0.000008103535],"about_ca_topic_score_codex":0.0045554973,"about_ca_topic_score_gemma":0.002488907,"teacher_disagreement_score":0.0045554973,"about_ca_system_score_codex":0.00031743827,"about_ca_system_score_gemma":0.0006275241,"threshold_uncertainty_score":0.009057939},"labels":[],"label_agreement":null},{"id":"W4403430913","doi":"10.9734/arjom/2024/v20i10849","title":"Adaptive Position Control of Electrohydraulic Servo Systems with Parameter Uncertainty using Artificial Bee Colony Optimization Algorithm","year":2024,"lang":"en","type":"article","venue":"Asian Research Journal of Mathematics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Malting (Canada)","funders":"","keywords":"Artificial bee colony algorithm; Position (finance); Servomechanism; Control theory (sociology); Computer science; Control engineering; Control (management); Engineering; Artificial intelligence; Business","score_opus":0.03902988567996948,"score_gpt":0.3005499901185127,"score_spread":0.26152010443854323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403430913","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077321485,0.0004592616,0.9189342,0.00009980463,0.00005126353,0.000035311725,0.00001400322,0.00023338503,0.002851227],"genre_scores_gemma":[0.9754749,0.000111959096,0.02333945,0.000034541143,0.000010899276,0.00005294508,0.000014016612,0.000009794472,0.00095162325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998305,0.00003104688,0.000011230694,0.000042121068,0.00006767977,0.000017401673],"domain_scores_gemma":[0.999798,0.00008230374,0.000047932408,0.000012504894,0.00005176614,0.000007533965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002967536,0.000596024,0.00037861316,0.00017823034,0.0002155444,0.0003744087,0.00061611686,0.0004985223,0.00041983253],"category_scores_gemma":[0.0006638416,0.00022064634,0.0002476016,0.00018850263,0.0003585253,0.00029934224,0.0004229812,0.00037632135,0.000065815104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005062564,0.00002631616,0.00039538823,0.00008359599,0.000037288413,0.00012465654,0.000094281175,0.94232833,0.016235925,0.0019420271,0.00026380326,0.038417723],"study_design_scores_gemma":[0.000008043968,0.000043122483,0.00015701957,0.000003189789,0.000004771546,0.000011672281,0.000003995386,0.99854577,0.00078749337,0.00024079124,0.00019119152,0.0000030176304],"about_ca_topic_score_codex":0.0031114137,"about_ca_topic_score_gemma":0.002039802,"teacher_disagreement_score":0.0031114137,"about_ca_system_score_codex":0.00018706665,"about_ca_system_score_gemma":0.00031311455,"threshold_uncertainty_score":0.0061866045},"labels":[],"label_agreement":null},{"id":"W4403737695","doi":"10.1002/eqe.4256","title":"Model reference adaptive hierarchical control framework for shake table tests","year":2024,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Earthquake shaking table; Shake; Table (database); Computer science; Engineering; Structural engineering; Data mining; Mechanical engineering","score_opus":0.014406914453635181,"score_gpt":0.23374490503212347,"score_spread":0.2193379905784883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403737695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026522351,0.000210628,0.9667205,0.000088101675,0.000050210027,0.00007352583,0.000026894208,0.0005602565,0.005747502],"genre_scores_gemma":[0.9652044,0.00008780979,0.032624338,0.000040221887,0.000017653003,0.00011073046,0.000040128474,0.000020655936,0.0018541096],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968565,0.00006656959,0.000014596327,0.000064952954,0.00013183156,0.000036541787],"domain_scores_gemma":[0.999746,0.00007327576,0.000041601113,0.000020016569,0.0001049853,0.000014132431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006130771,0.0005231298,0.00038988475,0.00027243863,0.0003379274,0.0006037255,0.0009700689,0.0005075587,0.0017405726],"category_scores_gemma":[0.0007315438,0.0001723637,0.00034158473,0.00018483568,0.0004973211,0.00036123258,0.0005920392,0.0005979283,0.00021631378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006999227,0.000041901283,0.0003189307,0.00008647095,0.000019713512,0.000057375426,0.00007544001,0.9281353,0.011366892,0.0075807683,0.00053712446,0.05171017],"study_design_scores_gemma":[0.0000043821683,0.000033105625,0.000063523505,0.0000019716488,0.000002069816,0.000002062679,0.0000028963038,0.9988164,0.00047430192,0.00036100077,0.00023607945,0.0000023324158],"about_ca_topic_score_codex":0.013824277,"about_ca_topic_score_gemma":0.007933249,"teacher_disagreement_score":0.013824277,"about_ca_system_score_codex":0.00059769896,"about_ca_system_score_gemma":0.00086738204,"threshold_uncertainty_score":0.027487636},"labels":[],"label_agreement":null},{"id":"W4403780126","doi":"10.48550/arxiv.2409.14610","title":"An Empirical Study of Refactoring Engine Bugs","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Code refactoring; Computer science; Empirical research; Programming language; Software engineering; Software; Mathematics; Statistics","score_opus":0.08149237320390153,"score_gpt":0.21911563873193765,"score_spread":0.1376232655280361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403780126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99780685,0.0002392443,0.0008873585,0.00009678879,0.0000064036813,0.000059992108,0.00027800558,0.000025320482,0.0006001388],"genre_scores_gemma":[0.9976864,0.00017006257,0.0012551785,0.0000550587,0.0000070912542,0.00007155427,0.00047000474,0.000022346918,0.00026236943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9896842,0.0030241848,0.0017817923,0.0013174649,0.003648693,0.0005436658],"domain_scores_gemma":[0.78333783,0.13347076,0.04980625,0.007104581,0.023646083,0.0026345793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008359869,0.0004771288,0.0003775697,0.0041724946,0.00065655867,0.0008988853,0.0009636474,0.00095714076,0.0012062473],"category_scores_gemma":[0.1013926,0.00036896317,0.00043502823,0.0029012098,0.0012894603,0.002544115,0.0011993701,0.0010823368,0.00033165026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016683509,0.00046170093,0.9662281,0.00026310777,0.00007199582,0.00057165604,0.005706337,0.00029468862,0.0011737269,0.0003439283,0.00069607835,0.02402178],"study_design_scores_gemma":[0.000030790314,0.0007450765,0.9818308,0.00016983743,0.00007312129,0.0016846617,0.007010486,0.0030848905,0.0017818238,0.0003953119,0.0031449366,0.0000484261],"about_ca_topic_score_codex":0.0019244455,"about_ca_topic_score_gemma":0.0021840723,"teacher_disagreement_score":0.008359869,"about_ca_system_score_codex":0.0007567476,"about_ca_system_score_gemma":0.0007426314,"threshold_uncertainty_score":0.044211745},"labels":[],"label_agreement":null},{"id":"W4403863517","doi":"10.1109/access.2024.3487916","title":"Physics-Based Reliability Modeling for Control Applications: Adaptative Control Allocation","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; MultiCare Institute for Research and Innovation","keywords":"Reliability (semiconductor); Control (management); Computer science; Physics; Reliability engineering; Engineering; Artificial intelligence","score_opus":0.030766271950020685,"score_gpt":0.2972949309879563,"score_spread":0.2665286590379356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403863517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008384269,0.00028930622,0.9876117,0.00012958505,0.000029368155,0.00004207753,0.000045433524,0.0002065643,0.0032616027],"genre_scores_gemma":[0.84902656,0.001803879,0.14229283,0.00013842809,0.000119238284,0.0004114488,0.00018152836,0.00022629801,0.005799705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963427,0.00010654037,0.000016332184,0.0000635851,0.00015157118,0.000027637063],"domain_scores_gemma":[0.9995394,0.00018842239,0.000084257736,0.00007639375,0.00009514675,0.00001643831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006967298,0.0007529825,0.00048256764,0.00054542325,0.0003034015,0.00079523865,0.0012019412,0.00064352155,0.0013193903],"category_scores_gemma":[0.0015387741,0.00033565637,0.0008302895,0.00036921425,0.0005831123,0.0010787068,0.0006660501,0.0010302593,0.00031861223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066414377,0.000020468271,0.0003074253,0.00003161348,0.000013559377,0.000022839122,0.000034416695,0.9745917,0.0020936464,0.0099827675,0.00027348526,0.012621464],"study_design_scores_gemma":[0.00000111752,0.0000125663,0.000121155244,0.000005012874,0.0000035451974,0.000009502082,0.000004604807,0.9958341,0.00036288472,0.0029142871,0.0007275727,0.0000036590216],"about_ca_topic_score_codex":0.0037850619,"about_ca_topic_score_gemma":0.0025565252,"teacher_disagreement_score":0.0037850619,"about_ca_system_score_codex":0.0006849856,"about_ca_system_score_gemma":0.0009260654,"threshold_uncertainty_score":0.0075260997},"labels":[],"label_agreement":null},{"id":"W4403978269","doi":"10.18699/ssmj20240514","title":"On the setting up of numerical modeling of heart valve prostheses","year":2024,"lang":"en","type":"article","venue":"Сибирский научный медицинский журнал","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart valve; Cardiology; Internal medicine; Medicine; Computer science","score_opus":0.020610365643611434,"score_gpt":0.24137348838569345,"score_spread":0.220763122742082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403978269","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14918537,0.0016589698,0.83047765,0.00045390512,0.00016967935,0.0004667306,0.00037009205,0.000702157,0.016515514],"genre_scores_gemma":[0.7206514,0.0014462607,0.27292466,0.00009014372,0.000067768364,0.00077914627,0.00041390664,0.0001626235,0.00346404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989453,0.0005006087,0.00007750896,0.00011911774,0.00029223438,0.000065185224],"domain_scores_gemma":[0.99835145,0.0009072705,0.00019085046,0.00024523874,0.00024970295,0.000055441007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013332538,0.0008043626,0.0009645011,0.0005347059,0.00067795883,0.001792719,0.0012332299,0.0014311943,0.0023101247],"category_scores_gemma":[0.004279397,0.0003842734,0.000790457,0.0004173456,0.0006881462,0.00072905887,0.0010094167,0.0006585832,0.00056845235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012595873,0.00018520701,0.0032490354,0.0005254267,0.000041530322,0.00020611523,0.00031907318,0.9199884,0.026633305,0.016203865,0.00044872728,0.032073352],"study_design_scores_gemma":[0.000017088762,0.00012001674,0.00087625475,0.00009716499,0.000019625442,0.00009666009,0.00007765597,0.9850529,0.006188258,0.0033030645,0.004130471,0.000020831929],"about_ca_topic_score_codex":0.0018726998,"about_ca_topic_score_gemma":0.0012172295,"teacher_disagreement_score":0.0023101247,"about_ca_system_score_codex":0.00049177813,"about_ca_system_score_gemma":0.0010025965,"threshold_uncertainty_score":0.0077281594},"labels":[],"label_agreement":null},{"id":"W4404056574","doi":"10.1109/tase.2024.3486040","title":"Motion Planners for Path or Waypoint Following and End-Effector Sway Damping With Dynamic Programming","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Automation Science and Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Waypoint; Path (computing); Robot end effector; Computer science; Motion planning; Motion (physics); Simulation; Control theory (sociology); Engineering; Robot; Real-time computing; Artificial intelligence; Control (management)","score_opus":0.009603150924573568,"score_gpt":0.23498597395234522,"score_spread":0.22538282302777166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404056574","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026758483,0.000030095842,0.9961696,0.000028036202,0.000008005266,0.000034880206,0.000014139659,0.00030863495,0.00073075073],"genre_scores_gemma":[0.2286184,0.00012979172,0.76799166,0.000051561594,0.000014601039,0.00043957302,0.00010619457,0.00019045007,0.0024578015],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995896,0.00008129023,0.00002553012,0.00010011759,0.00015364127,0.000049941616],"domain_scores_gemma":[0.99954456,0.00020718687,0.00008183149,0.00005363698,0.000078497644,0.000034240566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057777937,0.0008876294,0.0005590338,0.00036080048,0.00032630915,0.00050646067,0.0011817134,0.0007332971,0.0026238381],"category_scores_gemma":[0.0012582553,0.0005135493,0.00062791957,0.00026340276,0.00088437373,0.00063805294,0.0010215542,0.0010846122,0.00046452976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062956,0.00005012158,0.00021384218,0.000114307564,0.00001836804,0.00008803502,0.00011040075,0.9098658,0.007812465,0.020920288,0.00073037174,0.060012996],"study_design_scores_gemma":[0.000021296388,0.00004626933,0.000048125523,0.000008263686,0.0000051105967,0.000026390135,0.000012046272,0.9907488,0.0024359159,0.004620383,0.0020189253,0.000008392283],"about_ca_topic_score_codex":0.0019859332,"about_ca_topic_score_gemma":0.0019141063,"teacher_disagreement_score":0.0026238381,"about_ca_system_score_codex":0.0004982765,"about_ca_system_score_gemma":0.0011530311,"threshold_uncertainty_score":0.008777559},"labels":[],"label_agreement":null},{"id":"W4404076107","doi":"10.3390/app142210093","title":"Performance Verification and Evaluation of Semi-Active Actuator System Using Quarter Car Lab Simulation with RLDA Data","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Kyungpook National University","keywords":"Computer science; Actuator; Quarter (Canadian coin); Simulation; Artificial intelligence; Geography","score_opus":0.06851373046946384,"score_gpt":0.2966788202585587,"score_spread":0.22816508978909483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404076107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577019,0.000049771603,0.0368656,0.00006439075,0.00002276703,0.00011070793,0.0003321493,0.0010315183,0.00382116],"genre_scores_gemma":[0.9950604,0.000015879912,0.0040772627,0.000006068071,0.0000010410454,0.000048983642,0.00009526931,0.000016863214,0.00067825994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996159,0.0001097728,0.00003264323,0.00004529048,0.0001313262,0.00006509116],"domain_scores_gemma":[0.99836546,0.00076700887,0.00012717998,0.00020103376,0.00047367386,0.000065649336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010677864,0.0005291122,0.00050599163,0.0004558822,0.000370226,0.0006188989,0.00086135603,0.00060652994,0.0037509724],"category_scores_gemma":[0.0020350195,0.00020572278,0.00043484374,0.00016204812,0.00039120644,0.00042155723,0.00038146588,0.000460212,0.00049761793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010185768,0.0006404209,0.0075755934,0.00044399343,0.000057999983,0.00023505343,0.0004112707,0.9088413,0.05630053,0.0010525727,0.00067518343,0.022747485],"study_design_scores_gemma":[0.000029422485,0.00050081086,0.0010511341,0.0000061453243,0.000009901507,0.000013876359,0.000058302987,0.9824572,0.015497991,0.000058134647,0.00030692722,0.0000101784135],"about_ca_topic_score_codex":0.0058208453,"about_ca_topic_score_gemma":0.0035066798,"teacher_disagreement_score":0.0058208453,"about_ca_system_score_codex":0.00045244154,"about_ca_system_score_gemma":0.000551763,"threshold_uncertainty_score":0.012548268},"labels":[],"label_agreement":null},{"id":"W4404133018","doi":"10.1109/naps61145.2024.10741857","title":"Comparative Analysis of Learning-Based Methods for Transient Stability Assessment","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Computer science; Transient (computer programming); Stability (learning theory); Transient analysis; Machine learning; Transient response; Engineering; Electrical engineering; Programming language","score_opus":0.05669581714493487,"score_gpt":0.3996792637579971,"score_spread":0.34298344661306224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404133018","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097467236,0.0070850994,0.8894838,0.00040747557,0.00013722372,0.000121950405,0.0001823703,0.0011795465,0.003935275],"genre_scores_gemma":[0.8753715,0.00203564,0.12057978,0.00009002194,0.00013084357,0.00013599092,0.0004044882,0.00012155415,0.0011301412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983127,0.00077624526,0.00015097836,0.00021594192,0.00045216214,0.000091930444],"domain_scores_gemma":[0.9840889,0.013137416,0.0005592432,0.00043854432,0.0016397412,0.00013611022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047541102,0.001129224,0.0011054266,0.0021413187,0.000383862,0.0009343103,0.0008717755,0.00096350786,0.0012127253],"category_scores_gemma":[0.01610839,0.00022348326,0.00082357996,0.0013209154,0.00042195283,0.0014067884,0.0007363429,0.0010158403,0.00024299503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038835962,0.00014482165,0.0033942366,0.00023374488,0.00019767266,0.000041615658,0.00007433963,0.6847758,0.00086966227,0.0034700525,0.0007229442,0.30568668],"study_design_scores_gemma":[0.000006149212,0.000048890415,0.0007055074,0.000010720815,0.00001672741,0.000012154476,0.000010129851,0.99794406,0.00041285373,0.0006951832,0.00013092329,0.0000065986137],"about_ca_topic_score_codex":0.00614536,"about_ca_topic_score_gemma":0.0032441004,"teacher_disagreement_score":0.00614536,"about_ca_system_score_codex":0.0010183627,"about_ca_system_score_gemma":0.000883011,"threshold_uncertainty_score":0.025142431},"labels":[],"label_agreement":null},{"id":"W4404214155","doi":"10.1016/j.apor.2024.104304","title":"Real-time hybrid model tank testing for aero-hydro-servo-elastic assessment of a monopile offshore wind turbine","year":2024,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Key Technologies Research and Development Program; National Natural Science Foundation of China; National University's Basic Research Foundation of China; Ministry of Science and Technology of the People's Republic of China; Queen's University; Queen's University Belfast","keywords":"Offshore wind power; Turbine; Marine engineering; Submarine pipeline; Engineering; Servo; Environmental science; Geotechnical engineering; Mechanical engineering","score_opus":0.051962566743306536,"score_gpt":0.3272610385498306,"score_spread":0.27529847180652406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404214155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659493,0.000040095,0.03081583,0.00010269833,0.000028793984,0.000044831104,0.00019528551,0.0008704675,0.0019526867],"genre_scores_gemma":[0.9985141,0.0000041494072,0.0010171359,0.000006948698,8.731397e-7,0.000010065397,0.000030172716,0.000010392447,0.00040617143],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983203,0.000039830684,0.000008131285,0.000027780005,0.00006945422,0.00002274628],"domain_scores_gemma":[0.9994535,0.00025734224,0.000052810123,0.000062036874,0.000113965594,0.000060322734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003430638,0.0005505969,0.00036905482,0.00031910653,0.00034055318,0.00037703916,0.0005597013,0.0007855529,0.0033071751],"category_scores_gemma":[0.0006608992,0.0002208787,0.00020539136,0.00012815402,0.00041575427,0.0005320784,0.0005024569,0.00032723192,0.00033094813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034897071,0.00082019856,0.015184553,0.0005390807,0.00008425868,0.0018488978,0.00085201056,0.39798817,0.51570255,0.00080835784,0.0027840564,0.05989823],"study_design_scores_gemma":[0.000073458636,0.00096111133,0.008756119,0.000012649586,0.000016416134,0.0001321348,0.000190563,0.9556277,0.0334447,0.00028696767,0.00046570165,0.000032502427],"about_ca_topic_score_codex":0.0024965901,"about_ca_topic_score_gemma":0.0047905133,"teacher_disagreement_score":0.0033071751,"about_ca_system_score_codex":0.00027094915,"about_ca_system_score_gemma":0.00026212184,"threshold_uncertainty_score":0.011063576},"labels":[],"label_agreement":null},{"id":"W4404509905","doi":"10.1007/978-3-031-77627-4_7","title":"Design, Control, Assembly and Testing of a Camless Valve System","year":2024,"lang":"en","type":"book-chapter","venue":"Proceedings in automotive engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Control (management); Artificial intelligence","score_opus":0.01541990589439908,"score_gpt":0.19218633758963966,"score_spread":0.1767664316952406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404509905","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0455145,0.0011743945,0.92629784,0.00020424418,0.00019498615,0.00031245613,0.0001309637,0.0033151642,0.022855494],"genre_scores_gemma":[0.6464375,0.0005443616,0.32196087,0.0001591511,0.00008117124,0.000295473,0.00022594449,0.00032725645,0.029968295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956685,0.000053094987,0.000017712555,0.0000644724,0.00026907682,0.000028712146],"domain_scores_gemma":[0.9997255,0.00009600109,0.00002449624,0.00004656587,0.00008997515,0.000017319637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042251655,0.00041809003,0.00035784836,0.00030744396,0.00043286828,0.0009594726,0.0013851534,0.00081692525,0.0027134032],"category_scores_gemma":[0.0004995491,0.00037962134,0.00024837238,0.0001697178,0.0005117811,0.00048669503,0.0003555786,0.0005389454,0.0006372647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031035152,0.00013140339,0.0008044407,0.00056196726,0.0000470634,0.0003363949,0.00040559404,0.060260203,0.6525165,0.025251355,0.0034844475,0.25589043],"study_design_scores_gemma":[0.00021057336,0.0019204499,0.0030158623,0.00009108375,0.00008811073,0.0009311679,0.000065285734,0.46696433,0.44647107,0.009189325,0.07096988,0.00008295001],"about_ca_topic_score_codex":0.0011807925,"about_ca_topic_score_gemma":0.0011780418,"teacher_disagreement_score":0.0027134032,"about_ca_system_score_codex":0.0003422295,"about_ca_system_score_gemma":0.0006755914,"threshold_uncertainty_score":0.009077251},"labels":[],"label_agreement":null},{"id":"W4404567735","doi":"10.3390/eng5040156","title":"Investigation of a Multiflow Ejector Equipped with Variable-Length Links for Thrust Vector Control Using Euler’s Methodology","year":2024,"lang":"en","type":"article","venue":"Eng—Advances in Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and Higher Education of the Russian Federation","keywords":"Injector; Thrust; Variable (mathematics); Vector control; Control theory (sociology); Euler's formula; Control (management); Mathematics; Computer science; Physics; Mechanical engineering; Engineering; Mathematical analysis; Electrical engineering; Artificial intelligence","score_opus":0.034456413282227434,"score_gpt":0.2713071408323975,"score_spread":0.23685072755017006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404567735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6260423,0.0007761057,0.36603957,0.00020334416,0.00008012258,0.00014104029,0.00006949735,0.00028066096,0.006367314],"genre_scores_gemma":[0.92514396,0.00024180298,0.07266033,0.000015596175,0.0000075464513,0.000036737543,0.000028677498,0.000012231916,0.0018531492],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998142,0.000031206724,0.000007308586,0.000037199796,0.00008325231,0.000026839916],"domain_scores_gemma":[0.9998392,0.000046986723,0.00003959834,0.00001843492,0.00003147375,0.000024377136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047257234,0.00023184862,0.00032178944,0.00024652015,0.0003240606,0.0006776016,0.00060283515,0.00045691594,0.000854173],"category_scores_gemma":[0.0002994827,0.0001472334,0.00023550738,0.00016488926,0.0003866092,0.0005269591,0.0004198402,0.00025268615,0.0001678309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042377377,0.000400623,0.005905741,0.0005276818,0.00003561582,0.0010612623,0.00034492704,0.17993982,0.68583703,0.03899815,0.0006247803,0.08590058],"study_design_scores_gemma":[0.00006637388,0.0018077936,0.0019929416,0.000031023017,0.000028008923,0.0003864286,0.00013344533,0.85781157,0.12751538,0.0014604032,0.008720641,0.00004600931],"about_ca_topic_score_codex":0.00049047923,"about_ca_topic_score_gemma":0.0006218238,"teacher_disagreement_score":0.000854173,"about_ca_system_score_codex":0.00033813008,"about_ca_system_score_gemma":0.0007571295,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4405015916","doi":"10.1139/cjce-2024-0267","title":"Permeable friction course design with consideration of hydroplaning risk","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Course (navigation); Engineering; Forensic engineering; Geotechnical engineering; Civil engineering; Aerospace engineering","score_opus":0.008207884122018493,"score_gpt":0.1715786708229111,"score_spread":0.16337078670089258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405015916","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44665703,0.00032161886,0.54526526,0.00008428094,0.000023024959,0.00011774493,0.00009578476,0.0004427425,0.006992495],"genre_scores_gemma":[0.9849044,0.00008224671,0.014147403,0.00000597739,0.0000028092034,0.0000201394,0.000022363849,0.000015197654,0.0007996173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971336,0.000044941036,0.000010002611,0.000059461963,0.000102286256,0.00006996416],"domain_scores_gemma":[0.99958485,0.00010609537,0.00011825967,0.00003274361,0.00010552967,0.00005252362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032541258,0.00052728463,0.00037090195,0.00042815454,0.00021823456,0.00054288027,0.0007314295,0.00044029177,0.0011974165],"category_scores_gemma":[0.0009729549,0.00022843761,0.0002754101,0.00020497915,0.00038547866,0.00060051173,0.0003966281,0.0002688043,0.00015385685],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012947746,0.000042674088,0.002896717,0.000099126875,0.000015421225,0.00022745291,0.000051250092,0.9194664,0.03709671,0.0022090233,0.0001857472,0.03758009],"study_design_scores_gemma":[0.000016283435,0.0006203839,0.0026409812,0.000012146225,0.000029077071,0.00017571842,0.000051654377,0.9788623,0.014539813,0.0012653725,0.0017671038,0.000019293402],"about_ca_topic_score_codex":0.0026249378,"about_ca_topic_score_gemma":0.0028051909,"teacher_disagreement_score":0.0026249378,"about_ca_system_score_codex":0.0005780964,"about_ca_system_score_gemma":0.0007071823,"threshold_uncertainty_score":0.0052192807},"labels":[],"label_agreement":null},{"id":"W4405123144","doi":"10.3389/fmech.2024.1453739","title":"Energy management in pump-controlled actuators","year":2024,"lang":"en","type":"article","venue":"Frontiers in Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Hydraulic accumulator; Actuator; Energy (signal processing); Efficient energy use; Work (physics); Hydraulic machinery; Power (physics); Energy storage; Accumulator (cryptography); Valve actuator; Mechanical engineering; Hydrostatic equilibrium; Engineering; Electro-hydraulic actuator; Computer science; Automotive engineering; Electrical engineering","score_opus":0.003881970406223248,"score_gpt":0.18145492082547723,"score_spread":0.17757295041925397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405123144","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086468376,0.25859842,0.53662914,0.002547057,0.001093528,0.00017493793,0.0003113809,0.0010418537,0.11313533],"genre_scores_gemma":[0.7463424,0.13912228,0.06460294,0.00069813157,0.00042951325,0.00018649726,0.0002359665,0.00013114214,0.04825108],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981457,0.000021823867,0.000012994049,0.000038298505,0.00008998848,0.000022371383],"domain_scores_gemma":[0.9999087,0.00003801165,0.000012785115,0.000008130388,0.000027710135,0.0000047599397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024182646,0.00031166474,0.00046050758,0.00043951516,0.00032520603,0.0013292549,0.0007616044,0.0007129001,0.0019495571],"category_scores_gemma":[0.00026140283,0.00026583055,0.00032050506,0.00049854565,0.00064862665,0.0016022642,0.0004890763,0.00058792223,0.00055051374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020375656,0.00014581677,0.0009761622,0.0059325956,0.00012685126,0.000808376,0.00033543177,0.056518853,0.25217375,0.30781293,0.006797808,0.36816767],"study_design_scores_gemma":[0.000059572903,0.00060629897,0.0024385846,0.0008275972,0.0001313247,0.0012445727,0.00031138954,0.15496312,0.23412758,0.09527613,0.50984776,0.00016622494],"about_ca_topic_score_codex":0.00071984815,"about_ca_topic_score_gemma":0.0007324318,"teacher_disagreement_score":0.0019495571,"about_ca_system_score_codex":0.00068475615,"about_ca_system_score_gemma":0.0003703425,"threshold_uncertainty_score":0.0065218806},"labels":[],"label_agreement":null},{"id":"W4405184032","doi":"10.1007/978-981-97-6976-6_20","title":"PID and ANFIS Control Design for Quarter-Car Passive Suspension System","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in electrical engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PID controller; Quarter (Canadian coin); Suspension (topology); Control (management); Automotive engineering; Engineering; Control theory (sociology); Computer science; Control engineering; Temperature control; Geography; Mathematics; Artificial intelligence; Archaeology","score_opus":0.006868750275117418,"score_gpt":0.18419639801341225,"score_spread":0.17732764773829485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405184032","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034731217,0.00078968756,0.94539255,0.00017607764,0.00018553749,0.00007244097,0.000062613435,0.0006041594,0.017985616],"genre_scores_gemma":[0.92544764,0.0004566808,0.056179512,0.00006930316,0.00007212246,0.00012765513,0.000087449305,0.000035554585,0.017524097],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998549,0.000026700285,0.000010773866,0.000031720592,0.000060087674,0.000015870242],"domain_scores_gemma":[0.99987805,0.00003603864,0.000015244985,0.000008816493,0.00005671799,0.0000050618282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028790813,0.00039039913,0.00039241437,0.00017055975,0.00035877922,0.00064199406,0.0005868504,0.000726751,0.0043197423],"category_scores_gemma":[0.00036974665,0.0002292659,0.000309861,0.00012549596,0.00022812637,0.00033431684,0.00026601105,0.0004739677,0.0004729128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042378274,0.000120618184,0.0004211788,0.00044247828,0.000069847876,0.0001888009,0.0002193906,0.69784904,0.05806547,0.008481925,0.0024615158,0.231256],"study_design_scores_gemma":[0.00001617343,0.00012531674,0.0002566191,0.000009860931,0.000016858026,0.000029686978,0.000017780052,0.9930206,0.004025821,0.0005969407,0.00187884,0.0000055313017],"about_ca_topic_score_codex":0.0050295186,"about_ca_topic_score_gemma":0.0046161474,"teacher_disagreement_score":0.0050295186,"about_ca_system_score_codex":0.0003166545,"about_ca_system_score_gemma":0.00041356834,"threshold_uncertainty_score":0.014451027},"labels":[],"label_agreement":null},{"id":"W4405445184","doi":"10.1088/1755-1315/1411/1/012026","title":"Pump start instability on a low head pump turbine and testing with partial deaeration","year":2024,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Andritz (Canada)","funders":"","keywords":"Head (geology); Turbine; Instability; Mechanics; Engineering; Physics; Mechanical engineering; Geology","score_opus":0.017203341200432352,"score_gpt":0.20013437690308256,"score_spread":0.1829310357026502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405445184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99720275,0.000076485594,0.0020882727,0.000039980627,0.000017318802,0.000028506236,0.0001053077,0.00012893812,0.00031236326],"genre_scores_gemma":[0.9989046,0.000020490432,0.0004986752,0.0000118350445,0.000002579715,0.000009803066,0.00006728749,0.000016579674,0.00046813913],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992974,0.00008861983,0.000043460983,0.00011824651,0.00035790948,0.00009446037],"domain_scores_gemma":[0.99862087,0.00060768845,0.00011911756,0.00015337885,0.0003449563,0.00015393978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006173421,0.00038111457,0.00056971156,0.00037050984,0.00052099506,0.00036597654,0.0005281176,0.0009779591,0.0018797312],"category_scores_gemma":[0.0016764402,0.00030210408,0.0004363768,0.00025332684,0.00048698898,0.00049631426,0.00048224852,0.00058858155,0.00034224073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010535844,0.0001924339,0.0066598044,0.00017653136,0.00003089154,0.0011378,0.00062657864,0.0033905322,0.9793225,0.00009637119,0.00027914208,0.0070337695],"study_design_scores_gemma":[0.00007791899,0.0064123147,0.04863081,0.000020754263,0.00006114905,0.0005376943,0.00037379467,0.016676066,0.9253781,0.00008683393,0.0017028009,0.000041780197],"about_ca_topic_score_codex":0.0009988996,"about_ca_topic_score_gemma":0.0012636712,"teacher_disagreement_score":0.0018797312,"about_ca_system_score_codex":0.00022902316,"about_ca_system_score_gemma":0.00018267447,"threshold_uncertainty_score":0.00628829},"labels":[],"label_agreement":null},{"id":"W4405573643","doi":"10.3390/en17246397","title":"A New Approach for Measuring and Comparing the Energy Performances in Hydraulic Systems","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Efficient energy use; Energy (signal processing); Variety (cybernetics); Computer science; Electronic circuit; Measure (data warehouse); Hydraulic machinery; Reliability engineering; Power (physics); Industrial engineering; Energy management; Control engineering; Engineering; Mechanical engineering; Electrical engineering; Mathematics; Data mining; Artificial intelligence","score_opus":0.02812977478571208,"score_gpt":0.21058331807771893,"score_spread":0.18245354329200686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405573643","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03861052,0.0015247526,0.9454833,0.00024783483,0.00015244045,0.00016465476,0.00029415515,0.001082461,0.012439792],"genre_scores_gemma":[0.7402004,0.0013236036,0.253666,0.00026908016,0.0001624376,0.00047808903,0.00041137615,0.0002085925,0.0032804536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966589,0.0008076459,0.00025017842,0.00061438885,0.0014857226,0.00018314653],"domain_scores_gemma":[0.9980373,0.00077681226,0.00038558588,0.0003844539,0.00035479382,0.00006110124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020201039,0.0010888496,0.00065373204,0.003979111,0.0006022804,0.0014083345,0.001405901,0.0012422462,0.001777663],"category_scores_gemma":[0.00447478,0.00037030666,0.0007217911,0.0018964623,0.0024551128,0.003518398,0.0018955204,0.0013545352,0.0005829903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045966828,0.00034916235,0.010007302,0.0009771101,0.00018647005,0.0002808764,0.0009140453,0.085190445,0.3815776,0.19008179,0.0023464297,0.32762912],"study_design_scores_gemma":[0.00005422063,0.002155031,0.017207593,0.00020592827,0.00017070286,0.0014087273,0.00063196005,0.42598304,0.41206187,0.09060406,0.049027618,0.0004892632],"about_ca_topic_score_codex":0.00063410576,"about_ca_topic_score_gemma":0.00038840587,"teacher_disagreement_score":0.003979111,"about_ca_system_score_codex":0.000871088,"about_ca_system_score_gemma":0.00058966386,"threshold_uncertainty_score":0.010683477},"labels":[],"label_agreement":null},{"id":"W4405846121","doi":"10.1109/icmra62519.2024.10809080","title":"Comparative Analysis of Reaching Laws in Sliding Mode Control for Electrohydraulic Active Suspension Systems under Complex Road Trajectories","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Sliding mode control; Active suspension; Suspension (topology); Computer science; Mode (computer interface); Control engineering; Control system; Control (management); Engineering; Physics; Nonlinear system; Mathematics; Actuator; Artificial intelligence; Electrical engineering","score_opus":0.0403891165089865,"score_gpt":0.3004407181273281,"score_spread":0.26005160161834157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405846121","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37437874,0.00075838825,0.60986125,0.00009606639,0.000024412911,0.00013009514,0.000044955606,0.00039469753,0.014311453],"genre_scores_gemma":[0.99231017,0.00015513512,0.0066287345,0.000007943905,0.000002815713,0.000032663236,0.000020680676,0.000010494579,0.0008313094],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995653,0.00010474433,0.000034165892,0.00005978463,0.00017908512,0.000056911915],"domain_scores_gemma":[0.99744797,0.0016217999,0.00027786955,0.000120644465,0.0004928431,0.000038871614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015422528,0.00047204673,0.0003543203,0.00068840175,0.00025808343,0.0007767388,0.00034144896,0.00046131623,0.0015945876],"category_scores_gemma":[0.00403406,0.00014613404,0.00044012628,0.00025308735,0.00050017494,0.00054437615,0.00043504089,0.00044719072,0.00012788057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003047043,0.00008788905,0.0023363426,0.00041172997,0.000064830856,0.00014869978,0.0005438345,0.8881151,0.02317899,0.014699093,0.00027050622,0.06983822],"study_design_scores_gemma":[0.000007881182,0.00036979615,0.0017594002,0.000021007949,0.000019840822,0.000035319863,0.000099890676,0.9912431,0.004769919,0.001224714,0.00043572535,0.000013390882],"about_ca_topic_score_codex":0.002017533,"about_ca_topic_score_gemma":0.0013432071,"teacher_disagreement_score":0.002017533,"about_ca_system_score_codex":0.000439806,"about_ca_system_score_gemma":0.0003429454,"threshold_uncertainty_score":0.0081563},"labels":[],"label_agreement":null},{"id":"W4406230929","doi":"10.1016/j.ijmecsci.2025.109930","title":"Dynamics analysis and multi-objective optimization for a dry friction damper","year":2025,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Central South University; University of Calgary","keywords":"Dry friction; Damper; Dynamics (music); Structural engineering; Friction coefficient; Engineering; Materials science; Control theory (sociology); Computer science; Composite material; Physics; Control (management); Acoustics","score_opus":0.011826614812371758,"score_gpt":0.28454854183845435,"score_spread":0.2727219270260826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406230929","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118836716,0.0003317908,0.8710697,0.000304988,0.00003577966,0.00013591797,0.000112573514,0.0001657429,0.009006831],"genre_scores_gemma":[0.8733618,0.00026065457,0.11959713,0.000072211966,0.000017753777,0.0003918862,0.00011532795,0.000060428298,0.0061226557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998425,0.000050665436,0.0000058272776,0.000028542338,0.00004700113,0.000025392328],"domain_scores_gemma":[0.99963033,0.00022798032,0.000056655997,0.0000140660695,0.0000536312,0.00001735719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005683337,0.0008395803,0.00063919905,0.0005594109,0.00040870183,0.0009431199,0.00049681315,0.0011702579,0.0018296316],"category_scores_gemma":[0.0010560512,0.00048240813,0.0008694524,0.00025957692,0.00048383637,0.00039982476,0.00072395214,0.00078053,0.0002188979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007748059,0.000009265,0.00011440928,0.000023352883,0.000005702413,0.000016428878,0.00001195362,0.9961538,0.0011036388,0.0008165242,0.000041328356,0.0016959687],"study_design_scores_gemma":[0.000002619148,0.000012586787,0.000046457004,0.0000022854422,0.0000018109743,0.000003010949,0.000005142598,0.9994049,0.00019642011,0.00019949616,0.00012365881,0.0000016244029],"about_ca_topic_score_codex":0.004730162,"about_ca_topic_score_gemma":0.0028622241,"teacher_disagreement_score":0.004730162,"about_ca_system_score_codex":0.0006571775,"about_ca_system_score_gemma":0.0010831666,"threshold_uncertainty_score":0.009405255},"labels":[],"label_agreement":null},{"id":"W4406371137","doi":"10.1002/eqe.4301","title":"Challenges and Lessons Learned From Pseudo‐Dynamic Hybrid Simulations on Ductile Steel Braced Frame Systems","year":2025,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Ontario Centres of Excellence","keywords":"Braced frame; Structural engineering; Frame (networking); Steel frame; Engineering; Computer science; Forensic engineering; Construction engineering; Civil engineering; Mechanical engineering","score_opus":0.018085265990778112,"score_gpt":0.24486308422027486,"score_spread":0.22677781822949675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406371137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64421827,0.002179496,0.3039756,0.009660113,0.0004974805,0.00017608996,0.0005757583,0.0009675818,0.03774952],"genre_scores_gemma":[0.971916,0.00055806676,0.024961319,0.00023425103,0.00005825278,0.00011352709,0.00016906165,0.00012339302,0.0018662261],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926203,0.000380993,0.000034609162,0.0000675638,0.0001766887,0.00007802324],"domain_scores_gemma":[0.9969061,0.0021705274,0.00011245742,0.00021891027,0.0004257773,0.00016619291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017968845,0.0005380361,0.0010101781,0.0003291913,0.0006828448,0.0015130729,0.0015686915,0.0018863729,0.0031440568],"category_scores_gemma":[0.0038294645,0.0004949744,0.0006355879,0.000341525,0.0013107473,0.0017491258,0.001241409,0.0017327622,0.00038569298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034771107,0.00005026018,0.0016877815,0.00005524367,0.000019346633,0.00009022484,0.000111962516,0.98335916,0.00095459877,0.00794391,0.0005927648,0.0051001376],"study_design_scores_gemma":[0.000019372133,0.00003350222,0.00020200091,0.000013330192,0.0000039858714,0.000015079293,0.00007527548,0.9941427,0.00035467636,0.003889088,0.001239794,0.000011179997],"about_ca_topic_score_codex":0.006440259,"about_ca_topic_score_gemma":0.0047558607,"teacher_disagreement_score":0.006440259,"about_ca_system_score_codex":0.0007405783,"about_ca_system_score_gemma":0.00089932134,"threshold_uncertainty_score":0.0128055215},"labels":[],"label_agreement":null},{"id":"W4406419619","doi":"10.1016/0304-3908(75)90023-5","title":"10.1016/0304-3908(75)90023-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Drag; Mechanics; Environmental science; Geology; Physics","score_opus":0.0040453527835244375,"score_gpt":0.14412861250728032,"score_spread":0.14008325972375588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406419619","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057310454,0.00030134807,0.0007143988,0.0003257647,0.00028397993,0.00011087328,0.0006100043,0.00094518164,0.9961355],"genre_scores_gemma":[0.0007971744,0.00016180774,0.00033846617,0.000229914,0.00005740203,0.000057214187,0.00034092047,0.0001827909,0.99783427],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920803,0.00004965987,0.000064588625,0.00030021937,0.00019009596,0.00018750501],"domain_scores_gemma":[0.9974636,0.00064580265,0.00013610479,0.00030538713,0.0006672673,0.0007817205],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011873777,0.0033455244,0.0019190283,0.002877289,0.0029975576,0.0035154566,0.0036103192,0.0058656414,0.9896556],"category_scores_gemma":[0.0017681229,0.0010276688,0.0014302691,0.0026770437,0.0023925242,0.004889759,0.0031446514,0.0026300764,0.99328107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000444461,0.00034972004,0.0013620534,0.00071810297,0.000050606763,0.0004179799,0.00018351738,0.0005692612,0.0032458734,0.005954555,0.38176775,0.6049362],"study_design_scores_gemma":[0.00006564378,0.00018047362,0.0010196678,0.00039609653,0.0000178153,0.00047080824,0.00019019633,0.00029827864,0.00053328904,0.0007193847,0.9960802,0.000028164564],"about_ca_topic_score_codex":0.00579788,"about_ca_topic_score_gemma":0.004560287,"teacher_disagreement_score":0.010344386,"about_ca_system_score_codex":0.0014335548,"about_ca_system_score_gemma":0.001137286,"threshold_uncertainty_score":0.014754951},"labels":[],"label_agreement":null},{"id":"W4406454864","doi":"10.1016/j.measurement.2025.116773","title":"Experimental study on the detection of vibrations of an operating turbine runner with sensors on the casing","year":2025,"lang":"en","type":"article","venue":"Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Casing; Turbine; Vibration; Acoustics; Engineering; Structural engineering; Mechanical engineering; Marine engineering; Physics","score_opus":0.040297895091185754,"score_gpt":0.24413482299598127,"score_spread":0.20383692790479552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406454864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481213,0.000047738333,0.004406178,0.00003739546,0.000025707872,0.000030420944,0.000058499267,0.0000637518,0.00051814725],"genre_scores_gemma":[0.9971079,0.000025564215,0.002018279,0.000014077848,0.000008398959,0.0000129406435,0.000037551923,0.000008370564,0.00076677767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995146,0.000087507055,0.000023966802,0.00013245872,0.00015771185,0.00008377627],"domain_scores_gemma":[0.99877244,0.00063966145,0.00008036596,0.00012347833,0.00026448997,0.00011963022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004081003,0.0005137451,0.0005321377,0.0003115156,0.00064757565,0.00024868065,0.0008948496,0.0010549191,0.0032172946],"category_scores_gemma":[0.0009178542,0.00028688853,0.00037761757,0.0002072988,0.0006856282,0.0004381076,0.00035935838,0.0004201769,0.00030339483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009353464,0.00027060966,0.0031974434,0.0001323508,0.000024535377,0.0003435211,0.00025539158,0.0006458952,0.9887637,0.00010746139,0.000099015335,0.005224731],"study_design_scores_gemma":[0.00012432838,0.009043651,0.048748,0.000021752086,0.00011394823,0.00079168304,0.00063750404,0.013913187,0.9252343,0.00014217552,0.0011815353,0.000048019378],"about_ca_topic_score_codex":0.0006747636,"about_ca_topic_score_gemma":0.0010323756,"teacher_disagreement_score":0.0032172946,"about_ca_system_score_codex":0.00015680463,"about_ca_system_score_gemma":0.00028213224,"threshold_uncertainty_score":0.01076287},"labels":[],"label_agreement":null},{"id":"W4406512760","doi":"10.1016/s0967-0653(98)80918-6","title":"10.1016/s0967-0653(98)80918-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cavitation; Volume of fluid method; Mechanics; Physics; Flow (mathematics)","score_opus":0.005512178618510738,"score_gpt":0.1581989482336621,"score_spread":0.15268676961515135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406512760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048734262,0.000438764,0.0008877849,0.00036018316,0.00033735225,0.000114765084,0.0005656585,0.0009231986,0.99588484],"genre_scores_gemma":[0.0005840104,0.00019198947,0.00036128875,0.00018759981,0.00006372757,0.000056270284,0.00029771123,0.00015125392,0.9981061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927384,0.000046030345,0.000061102306,0.00028127283,0.0001837786,0.00015390212],"domain_scores_gemma":[0.99752766,0.00060544687,0.00017214408,0.00028116128,0.00064372143,0.0007698763],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011626873,0.0030271455,0.0019108633,0.003033474,0.0025895983,0.0040911986,0.0036458776,0.005898773,0.9882246],"category_scores_gemma":[0.0017066849,0.0009988205,0.0015343459,0.0026012238,0.0022501242,0.0059527955,0.0032080899,0.0028802839,0.992739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040690578,0.0002277151,0.0008658601,0.0007374006,0.000046558547,0.00030190044,0.00014600845,0.0004586298,0.0025390896,0.006494075,0.35554558,0.6322303],"study_design_scores_gemma":[0.000053766325,0.00014233412,0.00057767186,0.00036853546,0.000015971927,0.00042132827,0.00012998423,0.00021661466,0.00037335677,0.0006671339,0.9970079,0.00002546265],"about_ca_topic_score_codex":0.003484474,"about_ca_topic_score_gemma":0.002888794,"teacher_disagreement_score":0.011775374,"about_ca_system_score_codex":0.0011750865,"about_ca_system_score_gemma":0.0010871119,"threshold_uncertainty_score":0.016796052},"labels":[],"label_agreement":null},{"id":"W4406544875","doi":"10.1016/s1544-8800(12)70091-x","title":"10.1016/s1544-8800(12)70091-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Road map; Medicine; Geology; Geography; Cartography","score_opus":0.00449249045483783,"score_gpt":0.14495499875974938,"score_spread":0.14046250830491155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406544875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050720695,0.0004398738,0.0012115741,0.00030569028,0.00029474444,0.000102990525,0.00059119164,0.0010299289,0.9955167],"genre_scores_gemma":[0.0006114097,0.00018164802,0.0004551216,0.00015009598,0.000059014223,0.00004909047,0.00031886817,0.00013947094,0.9980354],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993661,0.00004061408,0.00004623558,0.0002446205,0.00017558763,0.00012690175],"domain_scores_gemma":[0.9982595,0.0004403684,0.00012040984,0.00019882768,0.00039835472,0.0005825867],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009209215,0.0027858869,0.0015396797,0.0029404967,0.0022724788,0.0031537844,0.0032335187,0.0053511816,0.9861308],"category_scores_gemma":[0.0013178826,0.000814376,0.0012658691,0.0025303685,0.0017369244,0.004773872,0.0025969183,0.0022858048,0.9898642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033775435,0.00022207721,0.0008097139,0.0006880014,0.00004021726,0.0002954391,0.00012110511,0.00046928183,0.0029068375,0.006624913,0.31275332,0.67473143],"study_design_scores_gemma":[0.00004344941,0.00011356523,0.0005551239,0.00023864929,0.000015056467,0.00037983657,0.00010757392,0.00023703996,0.0005500273,0.0006042565,0.9971342,0.00002122861],"about_ca_topic_score_codex":0.003457259,"about_ca_topic_score_gemma":0.0029776643,"teacher_disagreement_score":0.013869226,"about_ca_system_score_codex":0.0010940561,"about_ca_system_score_gemma":0.0010559291,"threshold_uncertainty_score":0.019782782},"labels":[],"label_agreement":null},{"id":"W4406860500","doi":"10.4271/10-09-01-0008","title":"Pressure-Dependent Nonlinearities of a Compact Hydropneumatic Strut with Integrated Gas–Oil Chamber","year":2025,"lang":"en","type":"article","venue":"SAE International journal of vehicle dynamics, stability, and NVH","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Chamber pressure; Environmental science; Mechanics; Physics","score_opus":0.007171055473904594,"score_gpt":0.2281483689911405,"score_spread":0.2209773135172359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406860500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97702926,0.00019923542,0.021760078,0.00004739017,0.000017651422,0.000011546416,0.000052497075,0.00010867702,0.0007736303],"genre_scores_gemma":[0.9978648,0.00006036865,0.0015873238,0.0000031224108,0.0000020909765,0.0000050384438,0.000022320497,0.0000036171136,0.00045122043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981874,0.000017257325,0.000006991046,0.000043631044,0.00008863968,0.000024630132],"domain_scores_gemma":[0.99984396,0.000047570564,0.000041670704,0.000020319432,0.000033970704,0.00001245536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020213405,0.00029213555,0.00025654276,0.00024690334,0.00018746876,0.00027988816,0.00049549935,0.00037281963,0.00051021756],"category_scores_gemma":[0.00029915423,0.00020700805,0.00024651168,0.00021436243,0.00039670468,0.00046416878,0.00028053843,0.00020074924,0.0000894038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021948805,0.0000947532,0.003907329,0.00019040106,0.00002889625,0.0007202287,0.00026421965,0.17526355,0.80304205,0.0012912239,0.00026076686,0.014717034],"study_design_scores_gemma":[0.000007930724,0.00021937217,0.0031665664,0.0000057851735,0.000009106634,0.00009350216,0.000037650174,0.912086,0.08379013,0.00010359868,0.00046392664,0.000016532751],"about_ca_topic_score_codex":0.0015837618,"about_ca_topic_score_gemma":0.0014496958,"teacher_disagreement_score":0.0015837618,"about_ca_system_score_codex":0.0003101193,"about_ca_system_score_gemma":0.0002479432,"threshold_uncertainty_score":0.0031490922},"labels":[],"label_agreement":null},{"id":"W4407014170","doi":"10.52202/078371-0149","title":"Full Rotordynamics Analysis of a Turbopump Rotor System","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Rotordynamics; Rotor (electric); Aero engine; Computer science; Mechanical engineering; Engineering","score_opus":0.004732445154621682,"score_gpt":0.19752088306352206,"score_spread":0.19278843790890038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407014170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54923254,0.0012300927,0.3330296,0.00076800626,0.00020758626,0.00023039979,0.0006339216,0.0010909514,0.1135768],"genre_scores_gemma":[0.9817176,0.00019232901,0.0051125563,0.00007711601,0.00003339084,0.000047824466,0.00010202377,0.00008007976,0.012637128],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988484,0.000026913789,0.0000045791917,0.000012634899,0.000051229006,0.000019824969],"domain_scores_gemma":[0.9998485,0.00004002661,0.000022483064,0.000018209545,0.000052053165,0.000018682163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017389299,0.0004786786,0.0008039262,0.0004600267,0.0006697809,0.0007203614,0.0005972118,0.00093684054,0.0057883854],"category_scores_gemma":[0.00043264264,0.00034011662,0.00068987015,0.0002532235,0.00065757846,0.0006856243,0.00077825435,0.00051694026,0.000793658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010789441,0.000056064422,0.00081073144,0.00008267819,0.00004485239,0.00051385217,0.00010356609,0.9600742,0.012481815,0.012168577,0.0011877461,0.012368139],"study_design_scores_gemma":[0.000008205697,0.000036893518,0.00061453326,0.0000030776825,0.0000050993694,0.000034021505,0.000017607686,0.99763596,0.00028482892,0.0009398262,0.00041311714,0.0000068146837],"about_ca_topic_score_codex":0.0071793147,"about_ca_topic_score_gemma":0.00455995,"teacher_disagreement_score":0.0071793147,"about_ca_system_score_codex":0.00036502894,"about_ca_system_score_gemma":0.0010164081,"threshold_uncertainty_score":0.019364059},"labels":[],"label_agreement":null},{"id":"W4407379393","doi":"10.1002/eqe.4328","title":"Stability Analysis of Real‐Time Hybrid Simulation with an Inerter‐Type Experimental Substructure","year":2025,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Substructure; Stability (learning theory); Structural engineering; Type (biology); Computer science; Engineering; Geology","score_opus":0.005017466073551547,"score_gpt":0.21854085586724348,"score_spread":0.21352338979369193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407379393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69190645,0.00027171866,0.29556093,0.000248999,0.00009793054,0.000077960365,0.00014234264,0.0008924781,0.0108011905],"genre_scores_gemma":[0.989627,0.000027192295,0.0093339775,0.0000134549755,0.0000028522443,0.000031831667,0.000044223787,0.00001359587,0.0009057947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977213,0.00005585634,0.000013906023,0.000039447863,0.00009175701,0.000026893256],"domain_scores_gemma":[0.99924445,0.00039189693,0.00010070392,0.0000804439,0.00015487065,0.000027685472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060848147,0.0004254425,0.00037213342,0.00032679513,0.00033453267,0.00060742366,0.00052116567,0.0006473881,0.0019528395],"category_scores_gemma":[0.0012631189,0.00016048306,0.0004350127,0.00016561551,0.0006011683,0.00035987125,0.00054400816,0.0004759364,0.00017319468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019441148,0.0000635511,0.002389991,0.00007705974,0.000028017139,0.0000907674,0.000116570314,0.97204226,0.0132303545,0.0034887802,0.00018990775,0.008088286],"study_design_scores_gemma":[0.000004556374,0.000026744789,0.00012342453,0.0000023866714,0.0000020916636,0.0000033784875,0.000008099301,0.99821556,0.0014007516,0.000107317595,0.00010327357,0.0000025263096],"about_ca_topic_score_codex":0.0048876917,"about_ca_topic_score_gemma":0.0021192844,"teacher_disagreement_score":0.0048876917,"about_ca_system_score_codex":0.00040409568,"about_ca_system_score_gemma":0.00048265484,"threshold_uncertainty_score":0.009718478},"labels":[],"label_agreement":null},{"id":"W4407456993","doi":"10.1109/cac63892.2024.10865114","title":"Interconnection and Damping Assignment Passivity-Based Control for Underactuated Overhead Cranes with Frictions","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Passivity; Underactuation; Interconnection; Overhead crane; Overhead (engineering); Computer science; Control theory (sociology); Control (management); Engineering; Computer network; Structural engineering; Operating system; Electrical engineering","score_opus":0.008728454462769167,"score_gpt":0.21156131794923563,"score_spread":0.20283286348646645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407456993","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047508426,0.00016193799,0.94852275,0.000059932434,0.000042173124,0.00003609557,0.000013004609,0.00033777018,0.003317869],"genre_scores_gemma":[0.9856645,0.00011178374,0.012533259,0.000017997316,0.000017086317,0.000065126995,0.000017913035,0.000012846998,0.0015595726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997868,0.000038567672,0.000015888256,0.000058443642,0.00006575421,0.000034561355],"domain_scores_gemma":[0.9998085,0.000046857123,0.00005850218,0.000021593685,0.000051957395,0.000012580851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033700117,0.00070080825,0.00042607563,0.00027517127,0.00041204446,0.0005319288,0.0005783808,0.00027380887,0.0010419675],"category_scores_gemma":[0.00047948115,0.00025897002,0.00032767394,0.00017018108,0.0007816703,0.00048105116,0.0008591024,0.0005351627,0.00013496935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003824979,0.000086654676,0.0013974258,0.00046596365,0.00009440336,0.00038028412,0.0008091911,0.72032934,0.12730284,0.029238231,0.0016529915,0.1178602],"study_design_scores_gemma":[0.00004245458,0.00039900705,0.00061661133,0.000016123395,0.000027622875,0.00006956056,0.000037038797,0.9864231,0.007458277,0.0025025234,0.0023891262,0.000018535804],"about_ca_topic_score_codex":0.003757341,"about_ca_topic_score_gemma":0.0029004356,"teacher_disagreement_score":0.003757341,"about_ca_system_score_codex":0.00031570074,"about_ca_system_score_gemma":0.0004986526,"threshold_uncertainty_score":0.007470906},"labels":[],"label_agreement":null},{"id":"W4408295711","doi":"10.1007/s11071-025-11032-3","title":"Parameter identification of a nonlinear vertical axis rotating machine through reduced order modeling and data assimilation","year":2025,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Institut de Valorisation des Données; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Data assimilation; Nonlinear system; Control theory (sociology); Identification (biology); Assimilation (phonology); Mathematics; Computer science; Physics; Meteorology; Artificial intelligence","score_opus":0.02658961371199349,"score_gpt":0.29589613352107214,"score_spread":0.26930651980907866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408295711","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3157799,0.00022856877,0.6789384,0.00036428025,0.000079557954,0.000043873733,0.00017862052,0.0007145898,0.0036723274],"genre_scores_gemma":[0.98409724,0.000043996726,0.014895646,0.000013057966,0.000004829633,0.000015854599,0.000072645715,0.000018581886,0.0008381926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992716,0.000015661939,0.000004639981,0.000020213407,0.000024703779,0.000007652093],"domain_scores_gemma":[0.9998758,0.000046355697,0.000021084268,0.000021578422,0.000028401168,0.0000067508754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016299543,0.0002835558,0.0004434902,0.00016745912,0.00032709684,0.000463394,0.0002727622,0.00059892616,0.0005241762],"category_scores_gemma":[0.0006545793,0.00022022618,0.00026619906,0.00017241103,0.00030830808,0.00040313572,0.00034990662,0.00053362496,0.00015623616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008404479,0.00002851167,0.0014022457,0.000054780863,0.000027021013,0.00008835962,0.00008151675,0.9542499,0.017600717,0.0023632224,0.00035589776,0.023663675],"study_design_scores_gemma":[0.0000020727898,0.000009730572,0.00040088,0.0000014148442,0.0000018205046,0.000007152056,0.000004652032,0.9977324,0.0012878736,0.00038414993,0.0001645354,0.0000032435591],"about_ca_topic_score_codex":0.0077783344,"about_ca_topic_score_gemma":0.0064972015,"teacher_disagreement_score":0.0077783344,"about_ca_system_score_codex":0.00026108575,"about_ca_system_score_gemma":0.00061333366,"threshold_uncertainty_score":0.015466154},"labels":[],"label_agreement":null},{"id":"W4409193647","doi":"10.1016/j.ymssp.2025.112610","title":"Bayesian input-state-parameter inference of hydrodynamic bearings: From partial displacement measurements to force reconstruction","year":2025,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Hydro-Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Institut de Valorisation des Données","keywords":"Displacement (psychology); Inference; Bayesian inference; Bayesian probability; State (computer science); Mathematics; Algorithm; Computer science; Artificial intelligence; Statistics","score_opus":0.016609817888786637,"score_gpt":0.24285918935085704,"score_spread":0.22624937146207041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409193647","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03447247,0.0002716501,0.96390444,0.00030670874,0.00003372019,0.00001942419,0.000117103984,0.00035205402,0.00052241574],"genre_scores_gemma":[0.83439,0.00045663686,0.16173589,0.0001781487,0.00014231577,0.000079741134,0.00063350913,0.00015852973,0.0022252866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993974,0.0002070653,0.000040555507,0.00013918646,0.00014534875,0.000070448805],"domain_scores_gemma":[0.9950589,0.0038315493,0.00034508138,0.00031722183,0.000325475,0.0001217518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019108205,0.00090614165,0.0014777348,0.0006257861,0.00040952727,0.0010409238,0.00146475,0.001566099,0.0012385844],"category_scores_gemma":[0.01408684,0.0014412003,0.0006881964,0.00071910664,0.0012297145,0.0018806333,0.0014883428,0.0017267697,0.00051564845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050301466,0.00012518745,0.002620103,0.00018315294,0.00010443515,0.00008112193,0.00013445801,0.8516064,0.007187944,0.015085246,0.0014558294,0.120913066],"study_design_scores_gemma":[0.000011854059,0.000010608929,0.00041788456,0.0000064577252,0.0000047069793,0.0000091503625,0.0000039091956,0.9927651,0.00094130344,0.0057026716,0.00011802582,0.000008335172],"about_ca_topic_score_codex":0.0061074183,"about_ca_topic_score_gemma":0.0065489155,"teacher_disagreement_score":0.0061074183,"about_ca_system_score_codex":0.00060419895,"about_ca_system_score_gemma":0.0018904966,"threshold_uncertainty_score":0.012143731},"labels":[],"label_agreement":null},{"id":"W4409197491","doi":"10.1016/j.ijhydene.2025.04.028","title":"Long short-term memory time series modelling of pressure valves for hydrogen-powered vehicles and infrastructure","year":2025,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Term (time); Series (stratigraphy); Computer science; Environmental science; Nuclear engineering; Engineering; Geology; Physics","score_opus":0.007795250354571006,"score_gpt":0.22171176192866937,"score_spread":0.21391651157409836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409197491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.673063,0.0012585825,0.31811613,0.0008573551,0.00021525321,0.00006550305,0.0008744175,0.0009964642,0.0045533464],"genre_scores_gemma":[0.990148,0.00018360288,0.0073716007,0.00003828224,0.000019204814,0.000043944037,0.000327448,0.000021048578,0.0018468597],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989176,0.000024681216,0.000007693251,0.000038135513,0.000019985077,0.000017671298],"domain_scores_gemma":[0.9996766,0.00020601462,0.000040355382,0.000016270937,0.00004874529,0.000011998307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005062731,0.00069562776,0.00035920888,0.00032944843,0.00023418674,0.0006256456,0.00070947706,0.0008746173,0.0013023863],"category_scores_gemma":[0.0014453455,0.00028139644,0.0005917244,0.00035529022,0.00028826957,0.0007553789,0.00030489918,0.0010039179,0.00025755714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005259419,0.00004289257,0.0018014741,0.000029152168,0.000032021664,0.00005023955,0.000019923782,0.98069614,0.0022405246,0.00062313105,0.00036781307,0.0140439775],"study_design_scores_gemma":[6.881074e-7,0.000005880777,0.00023902261,0.0000010770048,0.0000018384528,0.000002598104,0.0000020120638,0.9993105,0.00023577854,0.00016376523,0.000035348523,0.0000014974194],"about_ca_topic_score_codex":0.01718266,"about_ca_topic_score_gemma":0.014194542,"teacher_disagreement_score":0.01718266,"about_ca_system_score_codex":0.00059734366,"about_ca_system_score_gemma":0.0005654425,"threshold_uncertainty_score":0.034165263},"labels":[],"label_agreement":null},{"id":"W4409232993","doi":"10.1088/1755-1315/1483/1/012012","title":"Development of a metamodel to predict the transient and dynamic structural behaviour of a hydraulic turbine","year":2025,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Metamodeling; Transient (computer programming); Hydraulic turbines; Turbine; Computer science; Engineering; Mechanical engineering; Software engineering; Programming language","score_opus":0.007410260915622152,"score_gpt":0.1942464282602119,"score_spread":0.18683616734458974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409232993","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111435,0.00008308144,0.87872934,0.00011013883,0.000042573527,0.00017570553,0.0010300206,0.0032019739,0.0051920703],"genre_scores_gemma":[0.8543238,0.00018471685,0.13835154,0.00005123896,0.000017518927,0.0004864599,0.0014585818,0.00040541514,0.0047207912],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999889,0.000023352937,0.000008194182,0.000023364433,0.000041143467,0.000014927732],"domain_scores_gemma":[0.9997873,0.000061207385,0.000025564432,0.000063184234,0.00004884842,0.000013969838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030880966,0.00051805674,0.00049839023,0.00065720914,0.0003003459,0.00062259263,0.00078457844,0.0009621763,0.0020061305],"category_scores_gemma":[0.0005574474,0.0003806469,0.0006822564,0.0002771391,0.0003248029,0.00051306124,0.0004325859,0.00045585178,0.0006234569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025510542,0.000058773458,0.0011924536,0.00003371434,0.000017585973,0.00006778384,0.000032940887,0.9758808,0.012951005,0.002335862,0.0002401716,0.0071634436],"study_design_scores_gemma":[0.000005079558,0.000020799034,0.00029242007,0.000005816382,0.0000049239898,0.000015375654,0.0000074469817,0.9956649,0.0022657053,0.0005874654,0.0011246158,0.00000541501],"about_ca_topic_score_codex":0.0039605955,"about_ca_topic_score_gemma":0.003265656,"teacher_disagreement_score":0.0039605955,"about_ca_system_score_codex":0.00045129104,"about_ca_system_score_gemma":0.0010175292,"threshold_uncertainty_score":0.007875085},"labels":[],"label_agreement":null},{"id":"W4409234083","doi":"10.1088/1755-1315/1483/1/012017","title":"Dynamic Stress Prediction during Load Rejections in Hydraulic Turbines","year":2025,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Hydraulic turbines; Stress (linguistics); Dynamic stress; Dynamic load testing; Environmental science; Control theory (sociology); Structural engineering; Computer science; Engineering; Dynamic loading; Turbine; Mechanical engineering; Artificial intelligence; Control (management)","score_opus":0.004633978483824586,"score_gpt":0.1830408449126264,"score_spread":0.17840686642880182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409234083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848108,0.00004660237,0.014129011,0.00002464143,0.0000094114375,0.000013287085,0.00010265755,0.00022749805,0.000636022],"genre_scores_gemma":[0.99923575,0.000010597677,0.00058345654,0.0000021712206,0.0000010311679,0.0000056216027,0.000051384854,0.0000072469475,0.000102632635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997969,0.00003734671,0.000012266617,0.00003974251,0.000078522105,0.000035146677],"domain_scores_gemma":[0.9994235,0.00029731545,0.0000866504,0.00005563307,0.00010525836,0.000031745116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035243292,0.00033860593,0.00036114856,0.0004680812,0.00030919735,0.0004915405,0.000499797,0.0006504832,0.0007405536],"category_scores_gemma":[0.0011344915,0.00025464853,0.00027748756,0.00031624327,0.00038571435,0.00049434614,0.00023470823,0.00039285098,0.00024244493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007415474,0.0004420159,0.045429133,0.00020238892,0.000039095383,0.00077267986,0.0007346071,0.75810295,0.14873983,0.0006355137,0.00071201485,0.04344816],"study_design_scores_gemma":[0.000014485514,0.0003651707,0.02203164,0.000009685482,0.000008396087,0.000054893557,0.0001231695,0.94547206,0.031487573,0.00015610793,0.00024790468,0.000028934266],"about_ca_topic_score_codex":0.0028403047,"about_ca_topic_score_gemma":0.0024090356,"teacher_disagreement_score":0.0028403047,"about_ca_system_score_codex":0.0002744994,"about_ca_system_score_gemma":0.00024569582,"threshold_uncertainty_score":0.0056474805},"labels":[],"label_agreement":null},{"id":"W4409307931","doi":"10.21203/rs.3.rs-4939775/v1","title":"Enhancing Robotic Manipulator Performance through Analyzing Vibration, Identifying Deep-learning-based Modal Parameters and Estimating Frequency Response Functions","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Modal; Vibration; Manipulator (device); Computer science; Robot manipulator; Modal analysis; Frequency response; Artificial intelligence; Control theory (sociology); Robot; Engineering; Acoustics; Physics; Materials science; Control (management)","score_opus":0.05303593824149487,"score_gpt":0.3369260210730065,"score_spread":0.2838900828315116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409307931","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15463378,0.00030200862,0.8398996,0.00019149038,0.000040316994,0.000029473938,0.00008190563,0.0014185663,0.003402886],"genre_scores_gemma":[0.9013861,0.00013913075,0.095659465,0.00004319596,0.000023554994,0.00002585705,0.00009335445,0.00006335477,0.0025661215],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998858,0.000015506472,0.0000044697586,0.000027915221,0.0000484414,0.000017913939],"domain_scores_gemma":[0.9997484,0.000119170654,0.000037335707,0.00003395984,0.00004765883,0.000013432179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445029,0.00078425143,0.00028294086,0.00019212432,0.00016626295,0.00038853806,0.00038188303,0.0005544368,0.002015844],"category_scores_gemma":[0.0011724517,0.00018376127,0.00021390917,0.00012105529,0.00023614978,0.0005358847,0.0004660233,0.0005032377,0.00059069775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003110407,0.00019140713,0.0021446745,0.00019128753,0.00006597582,0.0001012089,0.00006172738,0.3707614,0.29085293,0.0010411069,0.0009121846,0.33336502],"study_design_scores_gemma":[0.0000063743064,0.00016609734,0.0022974603,0.000010382718,0.000014136596,0.00004734063,0.000011141081,0.96289164,0.03302112,0.0010203001,0.00050415116,0.000009928426],"about_ca_topic_score_codex":0.001099111,"about_ca_topic_score_gemma":0.0023379559,"teacher_disagreement_score":0.002015844,"about_ca_system_score_codex":0.00017801329,"about_ca_system_score_gemma":0.00028011962,"threshold_uncertainty_score":0.006743729},"labels":[],"label_agreement":null},{"id":"W4409457917","doi":"10.2514/1.b39246","title":"Ejector Recirculation and Entrainment","year":2025,"lang":"en","type":"article","venue":"Journal of Propulsion and Power","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Entrainment (biomusicology); Injector; Mechanics; Environmental science; Aerospace engineering; Materials science; Meteorology; Engineering; Mechanical engineering; Physics; Acoustics","score_opus":0.0034863955165325695,"score_gpt":0.20587468522521568,"score_spread":0.2023882897086831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409457917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886514,0.00034935382,0.009738051,0.000013718775,0.000005682092,0.000026864847,0.00007529434,0.00014866397,0.0007772957],"genre_scores_gemma":[0.99327856,0.00016362683,0.0054488317,0.000014976065,0.000003926263,0.000014859932,0.00015961922,0.00005182443,0.00086379115],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996636,0.00003189815,0.000015173319,0.000068688234,0.00015055032,0.000070145936],"domain_scores_gemma":[0.999542,0.00012974233,0.000097671335,0.000050598694,0.00013563051,0.000044371995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004759818,0.00038571245,0.00044044986,0.0002768676,0.00027350357,0.0007354222,0.00060874945,0.00029628913,0.00091522513],"category_scores_gemma":[0.0008194814,0.00020291244,0.0002279809,0.00026149233,0.00028795534,0.0007673093,0.00058374065,0.0004287809,0.0003022968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052056194,0.00008115642,0.002994766,0.000119143035,0.000017364191,0.00019134275,0.000103418046,0.0021534984,0.9766684,0.00030280437,0.00010019521,0.016747376],"study_design_scores_gemma":[0.000017566435,0.00067248894,0.011052477,0.000006987039,0.000022717422,0.00023649102,0.00006239916,0.0066801175,0.9800642,0.000048528254,0.0011211229,0.00001499482],"about_ca_topic_score_codex":0.00044422218,"about_ca_topic_score_gemma":0.0007652438,"teacher_disagreement_score":0.00091522513,"about_ca_system_score_codex":0.00028425874,"about_ca_system_score_gemma":0.00041603262,"threshold_uncertainty_score":0.0030617714},"labels":[],"label_agreement":null},{"id":"W4410923071","doi":"10.1177/09544070251338359","title":"Frequency-velocity-deflection-dependent damping properties of a hydro-pneumatic strut with gas-oil emulsion","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Emulsion; Deflection (physics); Materials science; Mechanics; Structural engineering; Composite material; Engineering; Physics; Classical mechanics","score_opus":0.007999804732968649,"score_gpt":0.19128968404673014,"score_spread":0.18328987931376148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410923071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366707,0.00020650924,0.0056754067,0.000022857997,0.000013853187,0.000010634591,0.00003251067,0.000056752684,0.00031443348],"genre_scores_gemma":[0.9976094,0.00009242343,0.0016663393,0.000009009807,0.0000036110494,0.0000089368195,0.00003614976,0.0000068334402,0.0005672468],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997867,0.00002039779,0.000011367197,0.000039837993,0.000113126436,0.000028713257],"domain_scores_gemma":[0.9996835,0.000105096144,0.0001025208,0.000023800692,0.000054229546,0.000030885923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271371,0.00030974878,0.00019133002,0.00033094813,0.00015921207,0.00021753841,0.00035994194,0.00035786233,0.00067189196],"category_scores_gemma":[0.0005305629,0.00016031758,0.00023141972,0.00025326406,0.0003316139,0.00032349784,0.0003090376,0.00028371264,0.0001676187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014975967,0.00003159349,0.0011179687,0.00006571857,0.000009537992,0.00021972768,0.00011138283,0.0032011073,0.98908126,0.000108193,0.000035841313,0.0058679245],"study_design_scores_gemma":[0.000016258684,0.0011924919,0.014603346,0.000018985698,0.00002988893,0.00026850673,0.00013875517,0.044957638,0.93768543,0.00007276755,0.0009864785,0.000029589803],"about_ca_topic_score_codex":0.00048336686,"about_ca_topic_score_gemma":0.00087774335,"teacher_disagreement_score":0.00067189196,"about_ca_system_score_codex":0.00015827421,"about_ca_system_score_gemma":0.00012947308,"threshold_uncertainty_score":0.0022476912},"labels":[],"label_agreement":null},{"id":"W4411187141","doi":"10.1007/978-3-031-93112-3_12","title":"The Differentiable Feasibility Pump","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Differentiable function; Computer science; Mathematics; Mathematical analysis","score_opus":0.014264817830330808,"score_gpt":0.2262220496185397,"score_spread":0.21195723178820888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411187141","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008108827,0.0038250075,0.53443193,0.0032183495,0.0008433727,0.00006819749,0.0003940443,0.00066899904,0.4484413],"genre_scores_gemma":[0.34304106,0.008408166,0.17322901,0.0010342672,0.0010241518,0.0002618766,0.0007712058,0.0011550289,0.47107527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996489,0.00007409082,0.000017017988,0.000083580984,0.00014266079,0.000033730634],"domain_scores_gemma":[0.9997056,0.0001124889,0.000023432507,0.000070248636,0.000059478574,0.000028683207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005533042,0.0006229612,0.00078299537,0.00074691104,0.0007624566,0.0023341887,0.0008381356,0.00118937,0.03703305],"category_scores_gemma":[0.0022128345,0.00057315454,0.0006902082,0.00076172024,0.0016550212,0.00422276,0.0024852243,0.0036868106,0.007834033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023277817,0.000011312097,0.00003233975,0.00003767636,0.0000040005143,0.000036228997,0.000024836123,0.0017300263,0.0007763277,0.94395286,0.0081051,0.045265913],"study_design_scores_gemma":[0.000013049011,0.000027930271,0.0001262786,0.000041045245,0.0000082434035,0.00017432346,0.000029953546,0.023263056,0.0014598939,0.87941974,0.09542001,0.000016559188],"about_ca_topic_score_codex":0.00043220236,"about_ca_topic_score_gemma":0.00025771558,"teacher_disagreement_score":0.03703305,"about_ca_system_score_codex":0.0008615239,"about_ca_system_score_gemma":0.00087158,"threshold_uncertainty_score":0.1238879},"labels":[],"label_agreement":null},{"id":"W4411321179","doi":"10.4271/2025-01-0213","title":"CFD Study of Lubrication Pump Starvation Due to Oil Pan Sloshing","year":2025,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Slosh dynamics; Lubrication; Computational fluid dynamics; Starvation; Marine engineering; Petroleum engineering; Mechanics; Environmental science; Materials science; Engineering; Mechanical engineering; Physics; Biology","score_opus":0.012178412412151828,"score_gpt":0.24503093643223897,"score_spread":0.23285252402008713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411321179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917372,0.00009588275,0.0051450813,0.000096977645,0.000022348828,0.000014484499,0.00016044466,0.00011653711,0.0026110306],"genre_scores_gemma":[0.9978114,0.000045895133,0.0013493203,0.00001010453,0.0000027644908,0.000005187881,0.00008263173,0.000010516351,0.0006822952],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990034,0.000013957393,0.0000063426273,0.000018404618,0.0000365141,0.00002443691],"domain_scores_gemma":[0.9997342,0.00013682687,0.00003156754,0.000019643057,0.000049806993,0.000027927736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013811572,0.00026050542,0.00038042798,0.0003616566,0.0004430666,0.00050617184,0.00020789479,0.00044960916,0.00094622833],"category_scores_gemma":[0.00050125574,0.00019416762,0.0003391844,0.00029545304,0.0005020289,0.00034102995,0.00029479183,0.00027120195,0.00011633881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007212945,0.00019280726,0.02650718,0.00013208766,0.000039912265,0.001562054,0.00036482347,0.76891845,0.18268085,0.0022619076,0.001199026,0.015419677],"study_design_scores_gemma":[0.000023333509,0.000116424686,0.006686951,0.000006301348,0.000010709034,0.00011568933,0.000115357056,0.96758825,0.024482507,0.00016822173,0.0006665161,0.00001970557],"about_ca_topic_score_codex":0.0099167125,"about_ca_topic_score_gemma":0.004093548,"teacher_disagreement_score":0.0099167125,"about_ca_system_score_codex":0.00056297146,"about_ca_system_score_gemma":0.0007517755,"threshold_uncertainty_score":0.019717991},"labels":[],"label_agreement":null},{"id":"W4411396075","doi":"10.1016/j.eswa.2025.128622","title":"Multi-channel and multi-scale weight adaptive neural network for intelligent rotating speed extraction","year":2025,"lang":"en","type":"article","venue":"Expert Systems with Applications","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of Pretoria; University of Manitoba","keywords":"Computer science; Artificial neural network; Extraction (chemistry); Scale (ratio); Artificial intelligence; Channel (broadcasting); Computer network; Chromatography","score_opus":0.025579763003291418,"score_gpt":0.27597259066508456,"score_spread":0.25039282766179316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411396075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038649593,0.0008409163,0.9576583,0.00010247858,0.0001410191,0.00003657176,0.000055050452,0.00049986027,0.0020161513],"genre_scores_gemma":[0.7971719,0.0006449032,0.1941948,0.000088400666,0.00009219537,0.00009260592,0.00019453962,0.000057767666,0.0074629234],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979573,0.000026907335,0.000019692361,0.000064051135,0.00006254717,0.00003112786],"domain_scores_gemma":[0.9997708,0.00007073106,0.000023470198,0.000020792633,0.00010564638,0.000008582583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048281107,0.00057420327,0.0005756423,0.0005259379,0.00034897335,0.00049614115,0.00058068195,0.00080330507,0.0013042054],"category_scores_gemma":[0.0009428374,0.00035684524,0.0005240793,0.00074069935,0.0002084744,0.0010301071,0.00051531306,0.00060499704,0.00034727014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002599678,0.00014202697,0.0014557354,0.00015952691,0.00009806934,0.00007920039,0.000060717746,0.39108118,0.02640599,0.0025328961,0.002171487,0.5755532],"study_design_scores_gemma":[0.0000047609315,0.0000195268,0.0004838766,0.0000036938409,0.000012677427,0.000009766757,0.0000045650972,0.9966266,0.0021745947,0.00032354167,0.00033033063,0.000006083387],"about_ca_topic_score_codex":0.0062136236,"about_ca_topic_score_gemma":0.0063894405,"teacher_disagreement_score":0.0062136236,"about_ca_system_score_codex":0.00037386816,"about_ca_system_score_gemma":0.0005490619,"threshold_uncertainty_score":0.01235491},"labels":[],"label_agreement":null},{"id":"W4411606040","doi":"10.5220/0013557800003970","title":"Comparison of Experimental Shaft Power of a Centrifugal Pump: Wireless Strain Gauges, Load Cell Sensor, and Electrical Approaches","year":2025,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Strain gauge; Electrical engineering; Strain (injury); Power (physics); Wireless; Electrical load; Materials science; Engineering; Physics; Voltage; Telecommunications","score_opus":0.02185993853026306,"score_gpt":0.25647783564488325,"score_spread":0.2346178971146202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411606040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96247953,0.00020782476,0.030493358,0.00015330761,0.00008185128,0.000088146364,0.0006522307,0.0003330517,0.0055107824],"genre_scores_gemma":[0.9973393,0.00007364543,0.001729813,0.0000127200265,0.000008294036,0.000026382611,0.0001119522,0.000020739788,0.00067711907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911195,0.00021518995,0.00006716501,0.00013827429,0.0003960101,0.00007139785],"domain_scores_gemma":[0.9978884,0.0011301362,0.00012681578,0.00021942772,0.0005847222,0.000050531562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009334583,0.0004734606,0.00032446213,0.00056039554,0.00039246152,0.00051523227,0.0009632087,0.00058134145,0.0037538742],"category_scores_gemma":[0.002977179,0.00020291633,0.00029471875,0.0005862642,0.0006918642,0.00092220743,0.00030522552,0.00046384058,0.00049812027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006946855,0.001976064,0.033947434,0.0018241309,0.0001395544,0.00056230876,0.0014361496,0.026957136,0.7216943,0.0036002193,0.0032332798,0.1976826],"study_design_scores_gemma":[0.00025567,0.004207328,0.07513671,0.00008908654,0.00013385365,0.0004672932,0.0009675285,0.08857202,0.8227335,0.0010737841,0.006296807,0.000066357854],"about_ca_topic_score_codex":0.0009452785,"about_ca_topic_score_gemma":0.0014043662,"teacher_disagreement_score":0.0037538742,"about_ca_system_score_codex":0.0003854287,"about_ca_system_score_gemma":0.00033984485,"threshold_uncertainty_score":0.012557924},"labels":[],"label_agreement":null},{"id":"W4411826885","doi":"10.20855/ijav.2025.30.22097","title":"Computational Modal Analysis and Free Size Optimization of an Aircraft Hydraulic Pump Support Structure","year":2025,"lang":"en","type":"article","venue":"The International Journal of Acoustics and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modal; Modal analysis; Computer science; Computational fluid dynamics; Aerospace engineering; Engineering; Structural engineering; Materials science; Finite element method","score_opus":0.00423679025137411,"score_gpt":0.2237039893140379,"score_spread":0.2194671990626638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411826885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7279506,0.00007484882,0.2590545,0.00020928305,0.000027644643,0.0000632236,0.00012912061,0.00046353517,0.01202723],"genre_scores_gemma":[0.9646233,0.000022614015,0.03370225,0.000018558934,0.0000043863606,0.000048771424,0.000054238684,0.000045640543,0.001480267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999149,0.000021740367,0.0000023197886,0.000010258487,0.000035657784,0.000015175991],"domain_scores_gemma":[0.99972135,0.00017996285,0.000023823713,0.000022006558,0.000043089753,0.00000969042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002280207,0.00033025283,0.00025589514,0.000308381,0.0002840726,0.0003550884,0.0003477406,0.00044992578,0.002014672],"category_scores_gemma":[0.000852215,0.00022628137,0.00030067196,0.000093294744,0.00035458285,0.0003338585,0.00027706617,0.0002679374,0.00021857816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005999707,0.00004002147,0.0005457489,0.000030752642,0.000006187977,0.000039581886,0.000040000945,0.9734114,0.014880932,0.0012229973,0.00016162005,0.00956082],"study_design_scores_gemma":[0.0000033335798,0.000023381068,0.00023514128,0.0000011854877,0.0000016317331,0.0000042432694,0.000011241094,0.99815243,0.0012574886,0.00016369204,0.00014428794,0.0000018638887],"about_ca_topic_score_codex":0.0026999048,"about_ca_topic_score_gemma":0.0030587034,"teacher_disagreement_score":0.0026999048,"about_ca_system_score_codex":0.0003684064,"about_ca_system_score_gemma":0.00046008945,"threshold_uncertainty_score":0.0067397356},"labels":[],"label_agreement":null},{"id":"W4412479769","doi":"10.1016/j.precisioneng.2025.07.011","title":"High-precision electro-hydraulic position servo system for machine tools utilizing mathematical model identification and control techniques","year":2025,"lang":"en","type":"article","venue":"Precision Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Science and Technology Major Project; National Natural Science Foundation of China","keywords":"Identification (biology); Control engineering; Position (finance); Servomechanism; System identification; Computer science; Servo; Control theory (sociology); Machine tool; Control (management); Engineering; Mechanical engineering; Artificial intelligence; Data modeling","score_opus":0.009200715774907633,"score_gpt":0.23118156125027228,"score_spread":0.22198084547536465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412479769","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050516937,0.00047735902,0.9406816,0.00013595172,0.0001201187,0.00010620575,0.00009911433,0.0021212809,0.0057414756],"genre_scores_gemma":[0.8746091,0.00021701264,0.11996582,0.000057081103,0.000029647135,0.00009569665,0.00016471173,0.00003668247,0.0048241294],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997185,0.000034602326,0.000015919159,0.000040908955,0.00017621464,0.000013787174],"domain_scores_gemma":[0.99976975,0.000066182525,0.00002584523,0.000040242383,0.00009006601,0.0000078399025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000333112,0.00026254504,0.00032298724,0.00021117099,0.00034064558,0.0004260724,0.00046093072,0.0003705185,0.0018384028],"category_scores_gemma":[0.0005757545,0.00016803909,0.00014557065,0.00025912267,0.00018544805,0.00054189,0.00035374923,0.00034619568,0.00048242233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042415352,0.00014709005,0.001762639,0.0006906933,0.000059718823,0.00018993812,0.00027659512,0.061461493,0.4101417,0.011769802,0.0036545047,0.50942165],"study_design_scores_gemma":[0.00013837234,0.000806691,0.0069807055,0.00006346298,0.000077890145,0.0005261199,0.00005624697,0.789367,0.17262825,0.002903535,0.026386488,0.00006517089],"about_ca_topic_score_codex":0.0010274212,"about_ca_topic_score_gemma":0.0015339397,"teacher_disagreement_score":0.0018384028,"about_ca_system_score_codex":0.0002082922,"about_ca_system_score_gemma":0.0006115606,"threshold_uncertainty_score":0.0061501265},"labels":[],"label_agreement":null},{"id":"W4412644257","doi":"10.1016/j.ijnonlinmec.2025.105218","title":"Generative design and optimization of a dry friction damper in helicopter tail-rotor drivelines: Simulation and experimental validation","year":2025,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Damper; Rotor (electric); Structural engineering; Helicopter rotor; Computer science; Engineering; Mechanical engineering","score_opus":0.020107347390672683,"score_gpt":0.29506789585787985,"score_spread":0.2749605484672072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412644257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57677025,0.000309237,0.41159838,0.00026564617,0.00008374127,0.00019740433,0.00012991989,0.0009275075,0.009717786],"genre_scores_gemma":[0.9785629,0.00003748244,0.020085938,0.000015525338,0.0000031733894,0.000043334097,0.000025467856,0.000049366205,0.0011767864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997993,0.00004708308,0.000007640819,0.000041168154,0.0000705853,0.000034300447],"domain_scores_gemma":[0.9991173,0.00051066786,0.00011368523,0.00008573787,0.00012199378,0.00005053949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006261604,0.00045943857,0.0005624399,0.00038283164,0.00043683674,0.000775874,0.0006867775,0.001158771,0.0022430622],"category_scores_gemma":[0.0013719447,0.0003914381,0.00045848417,0.00018474141,0.0007475074,0.00037626267,0.0005364119,0.00049938104,0.00027553513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008805033,0.00008171105,0.0005211693,0.000058998627,0.000008849495,0.00004853627,0.000058424663,0.9844728,0.0071291127,0.001003059,0.000109731416,0.006419516],"study_design_scores_gemma":[0.000015257489,0.000066320084,0.00015675605,0.0000024013416,0.000004554443,0.0000064824844,0.0000086101945,0.99796957,0.0014796982,0.00011840244,0.00016911831,0.0000028342847],"about_ca_topic_score_codex":0.0031886462,"about_ca_topic_score_gemma":0.0025355658,"teacher_disagreement_score":0.0031886462,"about_ca_system_score_codex":0.00060717505,"about_ca_system_score_gemma":0.00071702595,"threshold_uncertainty_score":0.0075038075},"labels":[],"label_agreement":null},{"id":"W4413053695","doi":"10.1016/j.robot.2025.105140","title":"Learning-aided state estimation for robotic rollators with experimental validation","year":2025,"lang":"en","type":"article","venue":"Robotics and Autonomous Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Artificial intelligence; State (computer science); Machine learning; Estimation; Human–computer interaction; Systems engineering; Algorithm","score_opus":0.007287868924303226,"score_gpt":0.22048254005196327,"score_spread":0.21319467112766005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413053695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3135656,0.00031347427,0.6783882,0.00023848935,0.00015701944,0.0004013628,0.00035108,0.00319511,0.0033896363],"genre_scores_gemma":[0.9241584,0.00011283829,0.072719604,0.00004953564,0.000010660449,0.00030363715,0.00037753562,0.000041570824,0.0022262211],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995442,0.00010295797,0.00005108853,0.00009221149,0.0001546048,0.000054813652],"domain_scores_gemma":[0.99781966,0.00063826866,0.00027959782,0.0004373623,0.0007649311,0.000060112514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015247406,0.00077610137,0.00047871802,0.00039570886,0.00032769737,0.00050420064,0.0007231761,0.0008057246,0.0024252245],"category_scores_gemma":[0.0039140447,0.00030565943,0.0004896029,0.000286413,0.0005186682,0.00065045315,0.00083392806,0.00089367374,0.0007664479],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012213532,0.00106641,0.007751483,0.0012928664,0.00016806103,0.00040388055,0.00062237267,0.6182763,0.16713136,0.0035676735,0.0020679443,0.19643036],"study_design_scores_gemma":[0.00007424851,0.0014928994,0.0030222621,0.000056813224,0.0000399297,0.00006935853,0.000084397216,0.9002667,0.09167024,0.000676467,0.002502352,0.00004432482],"about_ca_topic_score_codex":0.0038074213,"about_ca_topic_score_gemma":0.003211353,"teacher_disagreement_score":0.0038074213,"about_ca_system_score_codex":0.00030629884,"about_ca_system_score_gemma":0.0009349515,"threshold_uncertainty_score":0.008113205},"labels":[],"label_agreement":null},{"id":"W4413271194","doi":"10.1177/09544062251350562","title":"An adaptive backstepping robust control method of water hydraulic high-speed on/off valve considering nonlinear hydrodynamic force","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Nonlinear system; Robustness (evolution); PID controller; Sliding mode control; Control engineering; Engineering; Hydraulic machinery; Computer science; Control (management); Mechanical engineering; Temperature control; Artificial intelligence","score_opus":0.011482974880865405,"score_gpt":0.2326530190117425,"score_spread":0.2211700441308771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413271194","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022979636,0.00031152333,0.97206897,0.00009924386,0.000101540696,0.0000579692,0.000013673681,0.0004209311,0.0039465153],"genre_scores_gemma":[0.93579125,0.00031409442,0.058410108,0.00008982249,0.000047753158,0.00015624483,0.000053140062,0.00003293854,0.005104539],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996637,0.00005259423,0.0000205916,0.00009213179,0.00013497434,0.000035936682],"domain_scores_gemma":[0.9997485,0.000066621156,0.000051627652,0.00001551859,0.00010326865,0.000014535955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000511976,0.0008496516,0.0006883328,0.0002913359,0.0003391789,0.00069599587,0.0009442358,0.00063379924,0.0012618713],"category_scores_gemma":[0.00076440274,0.00033339093,0.0004841139,0.00020369054,0.00047851977,0.00045618476,0.00054678775,0.0006960611,0.00021213482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025665385,0.00007704456,0.00079173036,0.00045677373,0.000094515344,0.0002651096,0.00027194223,0.76995957,0.045577746,0.008120988,0.001664716,0.1724632],"study_design_scores_gemma":[0.000016298016,0.00012338535,0.00015255861,0.000007072479,0.000009852474,0.000021856522,0.000010507266,0.9963031,0.0021929964,0.0003343555,0.0008187841,0.000009221605],"about_ca_topic_score_codex":0.00986474,"about_ca_topic_score_gemma":0.0052755857,"teacher_disagreement_score":0.00986474,"about_ca_system_score_codex":0.00036462204,"about_ca_system_score_gemma":0.0010959917,"threshold_uncertainty_score":0.019614637},"labels":[],"label_agreement":null},{"id":"W4413291675","doi":"10.2316/j.2025.203-0595","title":"A REAL-TIME MONITORING SYSTEM FOR GEARvWEAR EVALUATION OF WIND TURBINE, 1-10.","year":2025,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Turbine; Environmental science; Marine engineering; Real-time computing; Automotive engineering; Electrical engineering; Computer science; Engineering; Aerospace engineering","score_opus":0.011256307891946607,"score_gpt":0.2621047562129546,"score_spread":0.250848448321008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413291675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4758317,0.0024061182,0.4512145,0.00044309048,0.00081194064,0.0010859342,0.006649299,0.047080442,0.014476983],"genre_scores_gemma":[0.92030495,0.00038722894,0.06365295,0.00019673297,0.00012000748,0.0005259021,0.0026448064,0.00032062418,0.011846805],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943393,0.00008424283,0.000037076123,0.00014321101,0.0002699403,0.00003160372],"domain_scores_gemma":[0.99947387,0.00010419786,0.00005253502,0.00006376392,0.00024535082,0.00006035728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073288596,0.0007510254,0.0007490698,0.0011188084,0.00042519253,0.0006419136,0.0009333227,0.00088219653,0.0065296134],"category_scores_gemma":[0.00086935086,0.00032097567,0.00018292284,0.00043046678,0.00017955604,0.00090618967,0.00039991015,0.00039051805,0.0026107149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002084453,0.00071261975,0.036638036,0.0006758869,0.00014195542,0.0004265913,0.00037233476,0.0060019554,0.5232674,0.00050424977,0.024480961,0.4046936],"study_design_scores_gemma":[0.0005572596,0.0041660643,0.19734253,0.00018009037,0.00039145432,0.0019591262,0.00038991927,0.36729357,0.38085583,0.0010430394,0.04553756,0.00028355603],"about_ca_topic_score_codex":0.0010472344,"about_ca_topic_score_gemma":0.0023914194,"teacher_disagreement_score":0.0065296134,"about_ca_system_score_codex":0.00026068752,"about_ca_system_score_gemma":0.00034163444,"threshold_uncertainty_score":0.021843672},"labels":[],"label_agreement":null},{"id":"W4413335362","doi":"10.1002/cjce.70068","title":"Numerical simulation for influence of rear wear ring and balance hole on performance of the canned motor pump","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Balance (ability); Ring (chemistry); Automotive engineering; Mechanics; Materials science; Mechanical engineering; Engineering; Physics; Chemistry; Psychology; Neuroscience","score_opus":0.004780692700334656,"score_gpt":0.18673310863426038,"score_spread":0.18195241593392572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413335362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93469423,0.00058218604,0.034614295,0.0004372669,0.00015324661,0.00009877799,0.00059306715,0.00039167484,0.028435217],"genre_scores_gemma":[0.9937198,0.000095618954,0.004102125,0.000021024618,0.0000046187774,0.00004530944,0.00010617101,0.000017486112,0.0018877926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998179,0.00003304049,0.000009900715,0.000023021325,0.000056998982,0.00005923961],"domain_scores_gemma":[0.99943644,0.0002867785,0.000068898284,0.000029366087,0.00013800521,0.0000405985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000374689,0.00048354844,0.00060214376,0.0004818646,0.0007573843,0.00072754716,0.0006097,0.0012260327,0.0034633481],"category_scores_gemma":[0.0010798316,0.00029384618,0.0006271731,0.00038644046,0.00062124303,0.00039935467,0.000425749,0.00047063123,0.00025309675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013055319,0.00006729621,0.0028243873,0.00008924981,0.000014562351,0.00017412762,0.00006486055,0.9873969,0.004785538,0.0008882156,0.0004071476,0.0031572492],"study_design_scores_gemma":[0.000012986111,0.00005111245,0.0006013112,0.0000081251055,0.0000066681478,0.000008699609,0.000033807955,0.9976584,0.0012517431,0.000089181834,0.00027102613,0.000006963019],"about_ca_topic_score_codex":0.018982396,"about_ca_topic_score_gemma":0.009608767,"teacher_disagreement_score":0.018982396,"about_ca_system_score_codex":0.00067769265,"about_ca_system_score_gemma":0.00085550034,"threshold_uncertainty_score":0.037743866},"labels":[],"label_agreement":null},{"id":"W4413363263","doi":"10.1002/prs.70012","title":"Experimental evaluation of restricted lift effects on pressure relief valve stability and system dynamics","year":2025,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Relief valve; Lift (data mining); Control theory (sociology); Dynamics (music); Engineering; Mechanics; Computer science; Mechanical engineering; Physics; Artificial intelligence","score_opus":0.009466558129689676,"score_gpt":0.2673757355435096,"score_spread":0.2579091774138199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413363263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722254,0.00006869913,0.001935757,0.000016744674,0.000019709812,0.00003281773,0.00013275284,0.00007830409,0.0004925778],"genre_scores_gemma":[0.9987274,0.000032632168,0.00068499125,0.000006976093,0.0000036466165,0.000026461314,0.00007188678,0.000010228594,0.00043569307],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994236,0.000064331805,0.000050469043,0.000077290315,0.00027509255,0.000109160974],"domain_scores_gemma":[0.9984882,0.00068174425,0.0001798741,0.00019561325,0.00035401838,0.00010052833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052959454,0.0003583123,0.0002959049,0.000295648,0.00038834146,0.00031481532,0.0005079955,0.0004160072,0.003583846],"category_scores_gemma":[0.0016474059,0.00019967162,0.0002464381,0.000163027,0.00045371975,0.00042635883,0.00047991166,0.00053440756,0.00044183584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001505472,0.0005290576,0.00257715,0.00023954693,0.00002293661,0.0001821569,0.00027796332,0.005197037,0.9777124,0.00011690752,0.00019704105,0.011442273],"study_design_scores_gemma":[0.00010199742,0.010421935,0.012613758,0.000030464325,0.00003441259,0.0001245913,0.00022169853,0.016292445,0.95889217,0.00009304516,0.001135868,0.000037677233],"about_ca_topic_score_codex":0.000590115,"about_ca_topic_score_gemma":0.0006223322,"teacher_disagreement_score":0.003583846,"about_ca_system_score_codex":0.00016980665,"about_ca_system_score_gemma":0.00021091344,"threshold_uncertainty_score":0.011989176},"labels":[],"label_agreement":null},{"id":"W4413409247","doi":"10.1007/s40997-025-00914-x","title":"Research on Energy-Saving Characteristic Analysis, Optimization, and Performance Evaluation of a Dual-Mode Pneumatic Actuator System","year":2025,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Dual mode; Dual (grammatical number); Actuator; Mode (computer interface); Energy (signal processing); Control theory (sociology); Control engineering; Computer science; Automotive engineering; Engineering; Aerospace engineering; Control (management); Mathematics; Artificial intelligence","score_opus":0.016129332548879566,"score_gpt":0.2744672864370343,"score_spread":0.2583379538881547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413409247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53872555,0.0015936394,0.44457945,0.0003021467,0.00006746455,0.00008333628,0.00011561009,0.00044693804,0.014085835],"genre_scores_gemma":[0.99258125,0.00019012907,0.005500828,0.0000100165325,0.000007830422,0.000024661675,0.000034645058,0.000011362261,0.001639273],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997595,0.000041184263,0.000014883099,0.00005262245,0.000106066145,0.00002576906],"domain_scores_gemma":[0.99973863,0.000102908,0.000029807634,0.000020565198,0.000096742755,0.00001126738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918288,0.00047167024,0.00055466173,0.00040609663,0.00040041353,0.00062739674,0.00043308228,0.0003828751,0.0015772262],"category_scores_gemma":[0.00041980293,0.00019685703,0.00044235468,0.00033688662,0.00018851091,0.0007185733,0.00025613804,0.00025773008,0.00018883725],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076521205,0.00020447507,0.00586078,0.00074319553,0.0001461015,0.00023548666,0.00018820823,0.63238233,0.2187799,0.0040124273,0.0011420812,0.13553983],"study_design_scores_gemma":[0.000009822545,0.0003181575,0.0032962004,0.0000066542702,0.000037582664,0.0000680128,0.000040628103,0.9797171,0.015367707,0.00032192128,0.0008008767,0.00001532348],"about_ca_topic_score_codex":0.0019410611,"about_ca_topic_score_gemma":0.0014577653,"teacher_disagreement_score":0.0019410611,"about_ca_system_score_codex":0.00029132728,"about_ca_system_score_gemma":0.00047685418,"threshold_uncertainty_score":0.005276382},"labels":[],"label_agreement":null},{"id":"W4414247148","doi":"10.3390/machines13090854","title":"Semi-Active Control of a Two-Phase Fluid Strut Suspension via Deep Reinforcement Learning","year":2025,"lang":"en","type":"article","venue":"Machines","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Suspension (topology); Solenoid valve; Sprung mass; Acceleration; Nonlinear system; Control valves; Vibration; Optimal control; Vibration control","score_opus":0.0058420226758580576,"score_gpt":0.251129639064253,"score_spread":0.24528761638839494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414247148","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15647437,0.00042317362,0.8354866,0.00022368887,0.00008924514,0.000049776445,0.000035517485,0.0006265025,0.006591052],"genre_scores_gemma":[0.99020594,0.00003885764,0.008551458,0.000033257627,0.0000069152256,0.00003052171,0.000016186801,0.0000071442096,0.001109675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998925,0.000022001992,0.000004741306,0.000026418487,0.000028674673,0.000025591638],"domain_scores_gemma":[0.9996673,0.00015884594,0.00006868167,0.000015087793,0.000065737695,0.000024391033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037600167,0.0006450782,0.000509059,0.00018704096,0.00019452821,0.00046834594,0.00061289687,0.0005668952,0.00095546833],"category_scores_gemma":[0.00065923034,0.00023465655,0.00033195264,0.00010732316,0.0005021536,0.00030143026,0.00052809564,0.0005232824,0.00013111216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006395342,0.000040982803,0.0003533466,0.000039904982,0.000019053776,0.000044094435,0.000021190768,0.9786719,0.0040723984,0.0011763088,0.00020178966,0.015294986],"study_design_scores_gemma":[0.000003031296,0.000023274082,0.000030786843,0.0000012542256,0.000001805117,0.0000018133992,0.0000010718971,0.999549,0.00024088172,0.00010218491,0.00004392509,9.990865e-7],"about_ca_topic_score_codex":0.0049686437,"about_ca_topic_score_gemma":0.0045916922,"teacher_disagreement_score":0.0049686437,"about_ca_system_score_codex":0.00039261082,"about_ca_system_score_gemma":0.00057468924,"threshold_uncertainty_score":0.00987947},"labels":[],"label_agreement":null},{"id":"W4414569025","doi":"10.1016/j.petsci.2025.09.037","title":"Optimal fit clearance of control valve considering energy consumption based on loosely coupled fluid-solid interaction","year":2025,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Energy consumption; Energy (signal processing); Control theory (sociology); Limit (mathematics); Control valves; Distributor; Control (management); Optimal control","score_opus":0.013512081720863081,"score_gpt":0.25807727524266894,"score_spread":0.24456519352180586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414569025","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2665486,0.0012748454,0.7224755,0.00027921796,0.0000569469,0.00007821251,0.00007325109,0.00036722427,0.008846123],"genre_scores_gemma":[0.9821577,0.0001852159,0.016603824,0.000025442243,0.0000063139396,0.000054173302,0.000035542223,0.000043053205,0.00088862266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996799,0.000060595143,0.000017705335,0.000063337684,0.00011128594,0.00006706784],"domain_scores_gemma":[0.99961287,0.00021350934,0.00006226716,0.000018185594,0.000066917746,0.000026200445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053008494,0.00074857316,0.0010489713,0.0005386285,0.00056368206,0.0015568332,0.000595158,0.0009250063,0.001294071],"category_scores_gemma":[0.0015191936,0.00043485305,0.00075456063,0.00031917164,0.00053282775,0.0009657389,0.0005890639,0.0004583238,0.0001944963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000775035,0.000032757922,0.0013733011,0.000107256776,0.0000152914,0.00012280654,0.00003975175,0.9804495,0.0078770835,0.0017973131,0.00023118356,0.007876245],"study_design_scores_gemma":[0.0000037275302,0.000021270866,0.00017675779,0.000003590215,0.0000064313635,0.000013027331,0.000011787555,0.99828374,0.0010478212,0.0003125081,0.000114144415,0.000005240637],"about_ca_topic_score_codex":0.0049290736,"about_ca_topic_score_gemma":0.003448935,"teacher_disagreement_score":0.0049290736,"about_ca_system_score_codex":0.00085187634,"about_ca_system_score_gemma":0.0013504885,"threshold_uncertainty_score":0.009800732},"labels":[],"label_agreement":null},{"id":"W4414954837","doi":"10.1115/pvp2025-154680","title":"A Measurement-Based Approach to Reliability-Target-Design Of Pressure Vessels, Piping, Pumps, and Valves in New Types of Powerplants Where Failure Probabilities Based on Historical Records Do Not Exist","year":2025,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Component (thermodynamics); Reliability (semiconductor); Creep; Pressure vessel; Code (set theory); Unit testing; Failure mode and effects analysis; Fault tree analysis","score_opus":0.022164550447807522,"score_gpt":0.21723361161202587,"score_spread":0.19506906116421835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414954837","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019269878,0.00009631943,0.9775531,0.00019926185,0.000017835053,0.0000815971,0.000035912053,0.0002351105,0.0025110666],"genre_scores_gemma":[0.7658769,0.000112627065,0.2323422,0.000054418393,0.000046040182,0.00026411246,0.00010586601,0.00006848339,0.0011293915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99344444,0.003411726,0.000309927,0.0009001564,0.0016914882,0.0002422775],"domain_scores_gemma":[0.9909175,0.0050837668,0.0010125339,0.0005526535,0.0022583995,0.00017520989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068695173,0.0008809147,0.0010796238,0.0021304444,0.0004887457,0.0026657917,0.002863965,0.0009748028,0.0016797115],"category_scores_gemma":[0.017391197,0.0007695848,0.0009216729,0.0011157522,0.0012532992,0.0017876831,0.0016460866,0.001685757,0.00027526388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015393028,0.00024237194,0.009214943,0.00019229489,0.00014152729,0.00022243716,0.00045090035,0.8127679,0.009253074,0.059154805,0.0013230769,0.10688273],"study_design_scores_gemma":[0.000007113083,0.000057767087,0.0014323798,0.00001199656,0.00001559379,0.000018165869,0.00005168602,0.9882442,0.0016354321,0.00796827,0.0005461973,0.000011195553],"about_ca_topic_score_codex":0.006478364,"about_ca_topic_score_gemma":0.005750827,"teacher_disagreement_score":0.0068695173,"about_ca_system_score_codex":0.0030651183,"about_ca_system_score_gemma":0.0024100235,"threshold_uncertainty_score":0.036329865},"labels":[],"label_agreement":null},{"id":"W4415680313","doi":"10.3390/act14110525","title":"Application of Adaptive Discrete Feedforward Controller in Multi-Axial Real-Time Hybrid Simulation","year":2025,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Science Basic Research Program of Shaanxi Province; Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada","keywords":"Feed forward; Control theory (sociology); Controller (irrigation); Actuator; Boundary (topology); Tracking (education); Adaptive control; Coupling (piping); Feedforward neural network","score_opus":0.008352612906769594,"score_gpt":0.24739427025563324,"score_spread":0.23904165734886365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415680313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11963891,0.00018278531,0.87357295,0.000099103054,0.00006361574,0.00008508271,0.000025313911,0.00081675156,0.0055154976],"genre_scores_gemma":[0.9732304,0.000038437982,0.025887314,0.000014958026,0.0000042009333,0.000061364706,0.000012683556,0.000008292867,0.00074229285],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977213,0.00004636955,0.0000149762045,0.00003796422,0.0001019938,0.00002652565],"domain_scores_gemma":[0.99958926,0.00018011402,0.000051467097,0.000041832,0.00011692534,0.000020407946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053619157,0.0003459441,0.00029442162,0.00024419694,0.000247468,0.00039708742,0.0004456061,0.00044790492,0.001044582],"category_scores_gemma":[0.0007200773,0.00013997122,0.0002545864,0.00010366781,0.00031527606,0.00023681107,0.0005309537,0.0003428496,0.000079140686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013434637,0.00003957751,0.00068328105,0.000081467406,0.000017438442,0.00010006003,0.00009079041,0.94805634,0.017498568,0.001836686,0.00017907786,0.03128233],"study_design_scores_gemma":[0.000006048914,0.000048373346,0.00011691551,0.0000032680903,0.0000024945923,0.000007783162,0.000005227057,0.996798,0.0026326405,0.00013754195,0.00023874543,0.0000030740416],"about_ca_topic_score_codex":0.003426058,"about_ca_topic_score_gemma":0.002097031,"teacher_disagreement_score":0.003426058,"about_ca_system_score_codex":0.00025295466,"about_ca_system_score_gemma":0.00040203673,"threshold_uncertainty_score":0.006812215},"labels":[],"label_agreement":null},{"id":"W4416367361","doi":"10.1109/iceiom65271.2025.11239687","title":"Spectral Domain Dynamic Pressure Model and Wear Simulation of Axial Piston Pumps","year":2025,"lang":"","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Piston (optics); Frequency domain; Nonlinear system; Fourier transform; Piston pump; Fault (geology); Time domain; Work (physics); Control theory (sociology)","score_opus":0.006553591531359528,"score_gpt":0.23628081247561486,"score_spread":0.22972722094425532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416367361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.572376,0.00046312978,0.4115203,0.000378795,0.00009590246,0.00012779821,0.00039262808,0.00084851723,0.013796882],"genre_scores_gemma":[0.99299896,0.000096097996,0.0054244697,0.000012566029,0.0000054383177,0.00003746407,0.000050188097,0.000012324332,0.0013623356],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998615,0.000029012388,0.000010240257,0.00002161902,0.00005634651,0.000021210417],"domain_scores_gemma":[0.9996824,0.00014055948,0.000043110187,0.000029343104,0.00008781889,0.000016749744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024826394,0.00036249158,0.0004263566,0.00041040953,0.0002757572,0.00056320784,0.0006882938,0.001146617,0.0012547115],"category_scores_gemma":[0.0008273031,0.0001876961,0.00043791928,0.0002623331,0.00053142937,0.0005381174,0.0003974635,0.00048591665,0.00016105609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044711865,0.00003234705,0.0008756505,0.000049379458,0.000006604498,0.0001266676,0.00008068332,0.9875786,0.0058549154,0.0015240837,0.00013396691,0.003692453],"study_design_scores_gemma":[0.0000016888258,0.000008832703,0.00008625565,0.0000013808558,9.422439e-7,0.000006680488,0.0000062855183,0.9991767,0.0005416451,0.00009623191,0.000071761344,0.0000016361156],"about_ca_topic_score_codex":0.005867794,"about_ca_topic_score_gemma":0.0021928644,"teacher_disagreement_score":0.005867794,"about_ca_system_score_codex":0.00030645632,"about_ca_system_score_gemma":0.0005376347,"threshold_uncertainty_score":0.011667252},"labels":[],"label_agreement":null},{"id":"W4416393914","doi":"10.1016/j.ifacol.2025.11.022","title":"Adaptive Fuzzy Logic Based Control of Electro-Hydraulic Systems","year":2025,"lang":"en","type":"article","venue":"IFAC-PapersOnLine","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Control theory (sociology); Fuzzy logic; Fuzzy control system; Adaptive control; Compensation (psychology); Control system; Lyapunov function","score_opus":0.009023397567627735,"score_gpt":0.21717986155645344,"score_spread":0.2081564639888257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416393914","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04702215,0.0008782079,0.93717253,0.00017996618,0.00012521823,0.00007290858,0.00003292477,0.0003195669,0.014196447],"genre_scores_gemma":[0.9754553,0.00034213508,0.021118106,0.00006140922,0.000025232042,0.000054831948,0.000019801912,0.0000059836034,0.0029172774],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986804,0.000025396075,0.00000972265,0.000026130714,0.000056536297,0.0000141421915],"domain_scores_gemma":[0.99988914,0.000041131152,0.000022552396,0.0000048667503,0.00003742631,0.0000049473056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025754413,0.00029288323,0.00021147967,0.00020249614,0.00026337965,0.00060517294,0.00043704,0.00039445583,0.0011788163],"category_scores_gemma":[0.0004017404,0.000095897354,0.00017563032,0.0001635386,0.00035291267,0.00024915222,0.00029231914,0.00036061753,0.00012490216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016466518,0.000079744816,0.00034352374,0.00030379565,0.00004319056,0.00022409139,0.0001654374,0.78326184,0.057801098,0.023639934,0.00089546165,0.1330772],"study_design_scores_gemma":[0.00001575578,0.00008390348,0.00021431879,0.000015001676,0.000009284952,0.000023880357,0.000009326842,0.9923058,0.0037169734,0.0021580167,0.0014411288,0.000006613998],"about_ca_topic_score_codex":0.0042951806,"about_ca_topic_score_gemma":0.0037286119,"teacher_disagreement_score":0.0042951806,"about_ca_system_score_codex":0.0004204808,"about_ca_system_score_gemma":0.00047727663,"threshold_uncertainty_score":0.008540332},"labels":[],"label_agreement":null},{"id":"W4416922211","doi":"10.1109/access.2025.3639515","title":"A Machine Learning Model of Electro-Hydrostatic Actuators With the Low-Data Limit and Its Application to Fault Detection","year":2025,"lang":"","type":"article","venue":"IEEE Access","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Nonlinear system; Fault detection and isolation; Bayesian optimization; Bayesian probability; Limit (mathematics); Uncertainty quantification; Leakage (economics)","score_opus":0.01815419043392995,"score_gpt":0.2667492838902515,"score_spread":0.24859509345632153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416922211","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011625455,0.00021393251,0.9859417,0.00022601661,0.000025001811,0.000024238343,0.00010743372,0.00019305693,0.0016431301],"genre_scores_gemma":[0.8433999,0.0007625628,0.14841919,0.00017451616,0.0000739344,0.00033391846,0.0004250458,0.000064833475,0.0063461293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967146,0.000062443505,0.000019665968,0.00009969217,0.00011826507,0.00002855436],"domain_scores_gemma":[0.9992487,0.00041070662,0.00012984422,0.00004980826,0.00014119278,0.000019800815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006892078,0.0006760886,0.0007145291,0.00048603065,0.0003737058,0.0007510168,0.0010739885,0.0010437419,0.0012763895],"category_scores_gemma":[0.002334927,0.00040138155,0.00055929495,0.00046008086,0.00073443743,0.001183805,0.00071476947,0.0014162658,0.00037700232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023756136,0.000017180315,0.0005392407,0.00004795312,0.000013998007,0.00006467325,0.000035509667,0.9776684,0.00209864,0.0071201297,0.0003104298,0.012059968],"study_design_scores_gemma":[7.0918094e-7,0.000004211027,0.000059285267,0.000001645196,9.116621e-7,0.00000764639,0.0000011505031,0.99891615,0.00014168351,0.000733281,0.00013180725,0.0000015829575],"about_ca_topic_score_codex":0.0049260855,"about_ca_topic_score_gemma":0.003220071,"teacher_disagreement_score":0.0049260855,"about_ca_system_score_codex":0.0005309206,"about_ca_system_score_gemma":0.00081003254,"threshold_uncertainty_score":0.009794831},"labels":[],"label_agreement":null},{"id":"W4417483664","doi":"10.1177/16878132251401630","title":"Optimal energy-saving controller design for an electro-hydrostatic actuator integrated into a wheel loader","year":2025,"lang":"en","type":"article","venue":"Advances in Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Loader; Robustness (evolution); Energy consumption; Actuator; Control theory (sociology); PID controller; Controller (irrigation); Efficient energy use; Energy (signal processing)","score_opus":0.006855311758324322,"score_gpt":0.241443521990025,"score_spread":0.23458821023170068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417483664","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06326742,0.00059126125,0.92764086,0.0002113322,0.0001318711,0.00010927349,0.00004326603,0.0006438943,0.0073608565],"genre_scores_gemma":[0.97330385,0.0001343392,0.024112212,0.000064036656,0.00002319652,0.00010942302,0.000024485156,0.000016178928,0.0022122392],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997125,0.000035104382,0.00002150877,0.00008313229,0.00010436756,0.000043349453],"domain_scores_gemma":[0.9997693,0.000053699765,0.000055033808,0.000014748774,0.00009527443,0.000012047498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037467008,0.00054107705,0.00058417587,0.0003007706,0.00038242075,0.0008629419,0.0007823015,0.0006355755,0.0012061668],"category_scores_gemma":[0.0004381953,0.00030525288,0.00033846663,0.00013229858,0.000384483,0.00038478346,0.00041577092,0.000426833,0.00026445536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063088356,0.00022675881,0.0014965511,0.000519324,0.0001587325,0.0003456485,0.00018896298,0.686995,0.17415123,0.005179238,0.0017511763,0.12835643],"study_design_scores_gemma":[0.00005870113,0.0003316766,0.00075043994,0.000018771241,0.000042753578,0.00004434232,0.000028722314,0.9815958,0.014700385,0.000387586,0.0020229374,0.000017905086],"about_ca_topic_score_codex":0.0036812013,"about_ca_topic_score_gemma":0.004167653,"teacher_disagreement_score":0.0036812013,"about_ca_system_score_codex":0.00046691706,"about_ca_system_score_gemma":0.00073832157,"threshold_uncertainty_score":0.0073195696},"labels":[],"label_agreement":null},{"id":"W563269211","doi":"","title":"Assessment of the impact of camshaft machining inputs on valve train sound quality using vibration analysis.","year":2002,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Camshaft; Vibration; Machining; Sound analysis; Sound (geography); Quality (philosophy); Engineering; Automotive engineering; Acoustics; Computer science; Mechanical engineering; Physics","score_opus":0.05123394246463748,"score_gpt":0.29535189748661894,"score_spread":0.24411795502198147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W563269211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98264945,0.0003266068,0.01626911,0.00001418247,0.000013987875,0.000050848947,0.00007699012,0.000061665094,0.00053716305],"genre_scores_gemma":[0.99234176,0.000117828975,0.0069190115,0.00001294005,0.0000052060914,0.000018221717,0.000105534724,0.000013225152,0.0004663445],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912006,0.00012007358,0.000035396697,0.000111016016,0.0005652125,0.00004822157],"domain_scores_gemma":[0.99721766,0.001555563,0.00032606325,0.00013608941,0.00065900205,0.0001055965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095532445,0.00034822043,0.0003128442,0.0004844414,0.00014847574,0.00031837935,0.000326621,0.00043635353,0.0011393744],"category_scores_gemma":[0.0020454873,0.0002066332,0.00028475103,0.00025314477,0.00025461212,0.0002866097,0.00027014824,0.00028281385,0.00023051462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080177863,0.0001841503,0.033983376,0.00025295495,0.000037949772,0.00017923888,0.00016781408,0.0018297374,0.91534233,0.000036481535,0.00007054044,0.04711367],"study_design_scores_gemma":[0.000034194018,0.006170604,0.4990146,0.000021003392,0.00011486022,0.00042174498,0.0002553098,0.016061787,0.47711372,0.000071354385,0.0006748129,0.000046066958],"about_ca_topic_score_codex":0.00089078926,"about_ca_topic_score_gemma":0.0017814423,"teacher_disagreement_score":0.0011393744,"about_ca_system_score_codex":0.00019153555,"about_ca_system_score_gemma":0.0001379491,"threshold_uncertainty_score":0.005052328},"labels":[],"label_agreement":null},{"id":"W579451575","doi":"10.2495/1-85312-840-6/08","title":"Modeling of PEM fuel cell stacks with hydraulic network approach","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Proton exchange membrane fuel cell; Fuel cells; Nuclear engineering; Environmental science; Materials science; Engineering; Chemical engineering","score_opus":0.01043006089082985,"score_gpt":0.17758915475299078,"score_spread":0.16715909386216093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W579451575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13113047,0.004975799,0.71262735,0.0018395836,0.000438081,0.00026143822,0.0024704426,0.0015257078,0.14473104],"genre_scores_gemma":[0.93571186,0.0018961703,0.01847818,0.00013337718,0.00008869504,0.0003743434,0.00079339655,0.00016481715,0.04235916],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987364,0.000033375316,0.0000057375723,0.000025263405,0.00003946504,0.00002248693],"domain_scores_gemma":[0.99988496,0.00004802892,0.000011904,0.0000076112606,0.000034061828,0.00001336116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024573354,0.00083786127,0.0010652326,0.00050362374,0.0006758766,0.0013748051,0.0016739945,0.0019780067,0.0059706154],"category_scores_gemma":[0.0005343418,0.0006121598,0.00090371066,0.0005937724,0.0005701926,0.001704527,0.00083736476,0.00092302664,0.00073838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018297986,0.0000103212515,0.00009848367,0.00002836611,0.000011029905,0.00003639718,0.000013102023,0.9932259,0.00067605975,0.0037101712,0.00030634142,0.0018655309],"study_design_scores_gemma":[0.00000510281,0.000007650457,0.00006297167,0.0000038263283,0.000004080531,0.000006462107,0.000008276109,0.9972851,0.00023409784,0.0016118389,0.0007662947,0.000004287778],"about_ca_topic_score_codex":0.017518394,"about_ca_topic_score_gemma":0.009689007,"teacher_disagreement_score":0.017518394,"about_ca_system_score_codex":0.0010450856,"about_ca_system_score_gemma":0.0010382645,"threshold_uncertainty_score":0.034832895},"labels":[],"label_agreement":null},{"id":"W587635663","doi":"10.1520/stp14475s","title":"Cold Starting and Pumpability Studies in Modern Engines — Results from the ASTM D02.07C Low Temperature Engine Performance Task Force Activities: Test Oil Selection and Rheological Analysis","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Selection (genetic algorithm); Rheology; Test (biology); Task (project management); Computer science; Environmental science; Engineering; Materials science; Artificial intelligence; Composite material; Biology; Botany; Systems engineering","score_opus":0.014034362438112001,"score_gpt":0.20937299767714973,"score_spread":0.19533863523903772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W587635663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98923546,0.0010015946,0.0046470677,0.000035721758,0.000011813627,0.000053387434,0.0014194763,0.000107608044,0.0034878163],"genre_scores_gemma":[0.9890949,0.00051630294,0.004517038,0.000026816919,0.000015568683,0.000049130304,0.0029660803,0.000036646346,0.0027774484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888045,0.00007479969,0.00010387563,0.00015104018,0.00071256736,0.000077367156],"domain_scores_gemma":[0.9984534,0.00020287679,0.0003118829,0.00015244469,0.0007937715,0.00008570002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016974548,0.0003750004,0.00030805892,0.0021315434,0.0006686313,0.00045808556,0.00046408296,0.00049888005,0.0017693031],"category_scores_gemma":[0.0012638344,0.00020611547,0.00046501844,0.0015714661,0.0003454552,0.00070611114,0.0006046252,0.00039862367,0.00050333224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012456429,0.00046803735,0.06550817,0.0006010687,0.000086852924,0.00022883681,0.0005942361,0.0037342585,0.87305707,0.0006381086,0.0012054839,0.052632164],"study_design_scores_gemma":[0.000033623342,0.0035263626,0.24603368,0.000037492886,0.00007155332,0.0004518442,0.00022403242,0.0028242287,0.73696095,0.00019552796,0.00956593,0.00007481409],"about_ca_topic_score_codex":0.0044314885,"about_ca_topic_score_gemma":0.007088554,"teacher_disagreement_score":0.0044314885,"about_ca_system_score_codex":0.00084209896,"about_ca_system_score_gemma":0.00047412922,"threshold_uncertainty_score":0.008977115},"labels":[],"label_agreement":null},{"id":"W6920511744","doi":"10.60692/w94rr-xcz23","title":"An Investigation on Speed Control of a Spindle Cluster Driven by Hydraulic Motor: Application to Metal Cutting Machines","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); PID controller; Hydraulic motor; Rotational speed; Hydraulic machinery; Inertia; Fuzzy logic; Controller (irrigation); Electronic speed control; Settling time","score_opus":0.011174268388151103,"score_gpt":0.1929540894250338,"score_spread":0.1817798210368827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920511744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386907,0.00031885356,0.059160247,0.00007314741,0.00003670647,0.00006462061,0.000028955466,0.0002553103,0.0013714434],"genre_scores_gemma":[0.9927602,0.00008844049,0.00676246,0.000007949464,0.0000043789128,0.000012499227,0.000015443968,0.000006199793,0.00034243896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997297,0.000036664318,0.000020913742,0.000057863435,0.00012905002,0.000025810348],"domain_scores_gemma":[0.9995024,0.00019075898,0.00007417533,0.000061505234,0.00015104632,0.000020036232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043433663,0.0002788813,0.00028509577,0.00029905728,0.00026404898,0.00028284837,0.00041433744,0.00036723772,0.0010261597],"category_scores_gemma":[0.00097291043,0.00012877618,0.0002041605,0.00020499673,0.00028366395,0.0003831221,0.00019652752,0.0001772866,0.000090400485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054048194,0.00019235763,0.0028151015,0.00048970425,0.000024955429,0.00026808257,0.0004981388,0.01148384,0.9249142,0.0008372593,0.00015229487,0.057783633],"study_design_scores_gemma":[0.00010946241,0.004818101,0.016715704,0.00003735454,0.00006971762,0.00041807763,0.00039264627,0.16202995,0.8107744,0.00036343344,0.0042162235,0.000054966556],"about_ca_topic_score_codex":0.000680508,"about_ca_topic_score_gemma":0.00043883425,"teacher_disagreement_score":0.0010261597,"about_ca_system_score_codex":0.00019331157,"about_ca_system_score_gemma":0.00020954676,"threshold_uncertainty_score":0.0034328103},"labels":[],"label_agreement":null},{"id":"W6939430545","doi":"10.60692/e8ayr-peq69","title":"An Investigation on Speed Control of a Spindle Cluster Driven by Hydraulic Motor: Application to Metal Cutting Machines","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); PID controller; Hydraulic motor; Rotational speed; Hydraulic machinery; Inertia; Fuzzy logic; Controller (irrigation); Electronic speed control; Settling time","score_opus":0.011174268388151103,"score_gpt":0.1929540894250338,"score_spread":0.1817798210368827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939430545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386907,0.00031885356,0.059160247,0.00007314741,0.00003670647,0.00006462061,0.000028955466,0.0002553103,0.0013714434],"genre_scores_gemma":[0.9927602,0.00008844049,0.00676246,0.000007949464,0.0000043789128,0.000012499227,0.000015443968,0.000006199793,0.00034243896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997297,0.000036664318,0.000020913742,0.000057863435,0.00012905002,0.000025810348],"domain_scores_gemma":[0.9995024,0.00019075898,0.00007417533,0.000061505234,0.00015104632,0.000020036232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043433663,0.0002788813,0.00028509577,0.00029905728,0.00026404898,0.00028284837,0.00041433744,0.00036723772,0.0010261597],"category_scores_gemma":[0.00097291043,0.00012877618,0.0002041605,0.00020499673,0.00028366395,0.0003831221,0.00019652752,0.0001772866,0.000090400485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054048194,0.00019235763,0.0028151015,0.00048970425,0.000024955429,0.00026808257,0.0004981388,0.01148384,0.9249142,0.0008372593,0.00015229487,0.057783633],"study_design_scores_gemma":[0.00010946241,0.004818101,0.016715704,0.00003735454,0.00006971762,0.00041807763,0.00039264627,0.16202995,0.8107744,0.00036343344,0.0042162235,0.000054966556],"about_ca_topic_score_codex":0.000680508,"about_ca_topic_score_gemma":0.00043883425,"teacher_disagreement_score":0.0010261597,"about_ca_system_score_codex":0.00019331157,"about_ca_system_score_gemma":0.00020954676,"threshold_uncertainty_score":0.0034328103},"labels":[],"label_agreement":null},{"id":"W6980540816","doi":"","title":"CityEnergy Suite: A Holistic Approach to Modeling Occupant Behavior, Electric Vehicle Charging, and Demand Response in Urban Environments","year":2024,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Mains electricity; Energy consumption; Bushmeat; Work (physics); Matching (statistics)","score_opus":0.03160586963241329,"score_gpt":0.2523455031094255,"score_spread":0.2207396334770122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980540816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3163212,0.0011865001,0.53432065,0.0022188788,0.00032703753,0.00078456866,0.042450253,0.0066157714,0.095775105],"genre_scores_gemma":[0.843499,0.0011330682,0.11473685,0.0003447317,0.000084997424,0.00063382764,0.012416362,0.0005289327,0.026622258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998343,0.000047797843,0.00000681319,0.000030773877,0.000042733936,0.000037492206],"domain_scores_gemma":[0.9997166,0.00008921237,0.000024307892,0.000032394008,0.00009969572,0.00003775235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305181,0.0008800602,0.00047155246,0.00055226777,0.0006932066,0.0013881563,0.0017396848,0.0009796824,0.0053870883],"category_scores_gemma":[0.0007068184,0.00046470162,0.0010664866,0.00076283235,0.00047616696,0.0005858118,0.0009357357,0.0008650338,0.0007509732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018721648,0.000039775536,0.003055813,0.000027995888,0.000039285977,0.000050134855,0.000054037388,0.98112315,0.0005191484,0.0068946052,0.0039034064,0.0042738635],"study_design_scores_gemma":[0.0000065424942,0.0000092506425,0.0007948176,0.000008962696,0.000008839973,0.000008631539,0.000040610936,0.99191135,0.00012611451,0.0013937888,0.005681538,0.0000094830375],"about_ca_topic_score_codex":0.5606296,"about_ca_topic_score_gemma":0.63337135,"teacher_disagreement_score":0.5606296,"about_ca_system_score_codex":0.0039247265,"about_ca_system_score_gemma":0.004300678,"threshold_uncertainty_score":0.88391584},"labels":[],"label_agreement":null},{"id":"W6980672823","doi":"","title":"Community Justice and Community Policing","year":2021,"lang":"en","type":"other","venue":"Data Archiving and Networked Services (DANS)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Criminal justice; Restorative justice; Mediation; Neighbourhood (mathematics); Community policing","score_opus":0.032671631636390565,"score_gpt":0.25521617431545773,"score_spread":0.22254454267906718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980672823","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007601418,0.18670608,0.0005082565,0.35732228,0.28392565,0.00007590606,0.00025722024,0.00014528702,0.1702991],"genre_scores_gemma":[0.060598437,0.15199204,0.0009800607,0.07683675,0.38175368,0.00016231787,0.0006027364,0.00039474628,0.32667923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963548,0.0012113984,0.00017648978,0.00034183043,0.0014683161,0.00044714537],"domain_scores_gemma":[0.9915627,0.0031222214,0.00048044886,0.0002970615,0.002825705,0.0017117925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002267649,0.0008985578,0.0006413757,0.0034844158,0.0053134654,0.010519756,0.0013589684,0.006111406,0.049180843],"category_scores_gemma":[0.014953631,0.00028409943,0.0005301749,0.002103272,0.0042237947,0.004164496,0.0035909177,0.004836056,0.009320336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008940131,0.000011852224,0.000070334674,0.00015810745,0.0000034600166,0.000033302324,0.00015148206,0.000031269396,0.000012334617,0.012908022,0.95527905,0.031331874],"study_design_scores_gemma":[0.0000075324265,0.000009426413,0.00040600577,0.0007765634,0.0000042386228,0.000057712234,0.00051769044,0.00004275476,0.000023480528,0.007707741,0.99043965,0.000007115356],"about_ca_topic_score_codex":0.014140901,"about_ca_topic_score_gemma":0.0281835,"teacher_disagreement_score":0.049180843,"about_ca_system_score_codex":0.0044243624,"about_ca_system_score_gemma":0.008017669,"threshold_uncertainty_score":0.16452628},"labels":[],"label_agreement":null},{"id":"W6986479897","doi":"","title":"Predicted safety &amp; excavation progress algorithms for autonomous excavation","year":2021,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Work (physics); Radar tracker; Frame (networking); Limiting","score_opus":0.014025142923427637,"score_gpt":0.21539747301806972,"score_spread":0.2013723300946421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986479897","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02997982,0.00015286723,0.96762484,0.00010430527,0.000030039373,0.00003557198,0.00006806045,0.0010797211,0.00092480367],"genre_scores_gemma":[0.56271565,0.00028267349,0.43112975,0.00008412774,0.000057973764,0.00015155463,0.0005780027,0.00013301813,0.004867253],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993668,0.0000717243,0.000042512915,0.000191929,0.00025262462,0.00007427746],"domain_scores_gemma":[0.99909496,0.00029913004,0.00013957311,0.00010333311,0.00032119342,0.000041739604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008069286,0.0006120959,0.00066893024,0.0011454386,0.0004352925,0.0007186462,0.0010780508,0.0007075705,0.0017797446],"category_scores_gemma":[0.0025385865,0.00032781204,0.00059377606,0.0006553933,0.0004582515,0.0011390185,0.00097395433,0.00077914406,0.00055828673],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019774618,0.0001193462,0.0041111154,0.000066174005,0.000036445148,0.000096988,0.00017074747,0.51493245,0.010456448,0.007147581,0.0022762616,0.46038863],"study_design_scores_gemma":[0.000008061658,0.000027532444,0.00045233715,0.0000047799613,0.000003962156,0.00002243762,0.000018295472,0.99542385,0.0017467457,0.0015466565,0.0007403832,0.000004972464],"about_ca_topic_score_codex":0.005161665,"about_ca_topic_score_gemma":0.0037196951,"teacher_disagreement_score":0.005161665,"about_ca_system_score_codex":0.00063089456,"about_ca_system_score_gemma":0.0011758489,"threshold_uncertainty_score":0.010263264},"labels":[],"label_agreement":null},{"id":"W7011502965","doi":"","title":"Modelling the stability behaviour of escort tugs in transient conditions","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transient (computer programming); Context (archaeology); Stability (learning theory); Control theory (sociology); Mode (computer interface); Variable (mathematics); Transient analysis","score_opus":0.020447348393916407,"score_gpt":0.2171058319130921,"score_spread":0.1966584835191757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011502965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666417,0.000060289996,0.027307978,0.0000451873,0.0000111959,0.000026984344,0.00006875347,0.00017868822,0.00565917],"genre_scores_gemma":[0.9979919,0.000037545233,0.000999298,0.000003589299,0.0000011939989,0.000009535613,0.000028726157,0.0000108588265,0.0009173577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992526,0.000017387993,0.0000031852796,0.000012719133,0.00001666831,0.000024689623],"domain_scores_gemma":[0.99974614,0.00013829175,0.000039303057,0.000021754511,0.00002952505,0.000024885074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001782492,0.00040161252,0.00042168985,0.00038052863,0.0004744568,0.0008819279,0.0004995581,0.0010693718,0.002043078],"category_scores_gemma":[0.0008708104,0.00023300808,0.00033361223,0.00022668343,0.0008088436,0.00073486095,0.00043784268,0.00048712015,0.0002559637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005373434,0.000018685474,0.0020278827,0.000017348711,0.000006064081,0.000097984455,0.00009735425,0.99164647,0.0034751347,0.0010587823,0.000048355672,0.001452249],"study_design_scores_gemma":[0.000005300622,0.000035567235,0.0006683224,0.0000045153506,0.000003980658,0.000014033261,0.00005920062,0.99744046,0.001272278,0.00031667342,0.00017379863,0.000005940011],"about_ca_topic_score_codex":0.015668627,"about_ca_topic_score_gemma":0.009629641,"teacher_disagreement_score":0.015668627,"about_ca_system_score_codex":0.00070343463,"about_ca_system_score_gemma":0.0006082362,"threshold_uncertainty_score":0.031154871},"labels":[],"label_agreement":null},{"id":"W7095113929","doi":"","title":"Modeling and Control of Automotive Gas Exchange Valve Solenoid Actuator","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Automotive industry; Control (management); Actuator; Warranty; Solenoid","score_opus":0.010356107032199026,"score_gpt":0.2138532744837788,"score_spread":0.20349716745157978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095113929","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12754239,0.001388138,0.8265535,0.0004363199,0.00031633186,0.0001485774,0.0003016624,0.0013359692,0.041977067],"genre_scores_gemma":[0.9830783,0.00029743262,0.007564771,0.000018110246,0.000016099539,0.000081525846,0.00007904348,0.000027936027,0.008836796],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998234,0.000026459526,0.000009759402,0.00003143696,0.000082085084,0.000026821968],"domain_scores_gemma":[0.99987304,0.00003527521,0.000025971147,0.000012418965,0.000041928724,0.000011326765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003065095,0.0006388945,0.00062255526,0.0002850281,0.00050732406,0.0012068339,0.0009543715,0.00078587333,0.0024907223],"category_scores_gemma":[0.00035827025,0.00039941733,0.0005031142,0.00018184379,0.00039077873,0.00045177958,0.0004960939,0.000476746,0.00050913467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011295752,0.000028617553,0.00043786986,0.00007788462,0.000018483895,0.00011671602,0.00005767809,0.9725391,0.01187968,0.0045889923,0.0004352851,0.009706714],"study_design_scores_gemma":[0.000005616179,0.000026075286,0.0001394284,0.0000024661779,0.0000031815616,0.000008611461,0.0000050790227,0.9981516,0.00080942153,0.00029576704,0.000549974,0.000002799083],"about_ca_topic_score_codex":0.013697489,"about_ca_topic_score_gemma":0.0072699357,"teacher_disagreement_score":0.013697489,"about_ca_system_score_codex":0.0005721669,"about_ca_system_score_gemma":0.00092325447,"threshold_uncertainty_score":0.027235508},"labels":[],"label_agreement":null},{"id":"W7096810307","doi":"","title":"Control Systems","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Permission; Work (physics); Actuator; Control system; Position (finance); Solenoid; Association (psychology)","score_opus":0.004901322050619059,"score_gpt":0.16037042069801752,"score_spread":0.15546909864739847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096810307","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00949882,0.020375391,0.64331603,0.005078774,0.0065404773,0.0006456881,0.0033189585,0.0054913936,0.30573454],"genre_scores_gemma":[0.41372693,0.015879262,0.13393536,0.002068568,0.0022073975,0.0012607466,0.009351031,0.00050168694,0.42106894],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99852115,0.000194829,0.00014626097,0.00042066554,0.00058690645,0.00013013199],"domain_scores_gemma":[0.99904615,0.00012683401,0.000053562148,0.00020051768,0.0005284701,0.000044482014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094281806,0.001352284,0.001506401,0.0010861482,0.0011033545,0.004145785,0.0013658922,0.0018020929,0.040519275],"category_scores_gemma":[0.002054768,0.0004063743,0.0009002099,0.0011212517,0.0009006616,0.0013561718,0.0019078564,0.001810523,0.016622866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026007183,0.00017277627,0.0021333466,0.00083647406,0.00016920436,0.00047268267,0.00026616943,0.08456555,0.009798137,0.1481571,0.11843893,0.63472956],"study_design_scores_gemma":[0.00010947026,0.00038258938,0.0026006922,0.00038429213,0.000092429946,0.00050820917,0.00032788253,0.26054695,0.0049652862,0.07601566,0.6539463,0.000120208235],"about_ca_topic_score_codex":0.010667412,"about_ca_topic_score_gemma":0.0065479353,"teacher_disagreement_score":0.040519275,"about_ca_system_score_codex":0.0015759412,"about_ca_system_score_gemma":0.0025936684,"threshold_uncertainty_score":0.13555044},"labels":[],"label_agreement":null},{"id":"W7112963241","doi":"","title":"Extended Thermal Model of a Hydraulic Piston Accumulator","year":2025,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydraulic accumulator; Accumulator (cryptography); Raceway; Thermal; Piston (optics); Thermocouple; Thermal hydraulics; Robustness (evolution)","score_opus":0.00790756807691283,"score_gpt":0.2018948836127563,"score_spread":0.19398731553584345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112963241","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2053591,0.001230386,0.7431268,0.0005609717,0.00023972779,0.00024658392,0.0019419257,0.0014649432,0.045829594],"genre_scores_gemma":[0.9667668,0.00054062996,0.011435411,0.0000654851,0.000029032413,0.00030914467,0.0004161639,0.0000645014,0.020372858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996749,0.000055751818,0.000019951627,0.000114212824,0.000088013076,0.000047194637],"domain_scores_gemma":[0.9997116,0.00009216099,0.00005245794,0.000034292367,0.00008808113,0.000021429736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029475192,0.000809194,0.0010131641,0.0005097747,0.0006546199,0.0013582414,0.0016855338,0.0018931824,0.004312689],"category_scores_gemma":[0.00070607074,0.0005978639,0.0008403623,0.00054147176,0.0011538442,0.0011873603,0.00095564674,0.00075288524,0.0007289053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017324437,0.0000067341066,0.00015506535,0.000024146233,0.0000061296087,0.00006587054,0.000019813699,0.9953093,0.0020640935,0.0010871314,0.00010010244,0.0011443091],"study_design_scores_gemma":[0.0000065581416,0.000016290081,0.00015095713,0.0000040402306,0.0000061178175,0.000021312999,0.000007689293,0.9983247,0.00051860255,0.0003831605,0.0005527476,0.000007703363],"about_ca_topic_score_codex":0.011051284,"about_ca_topic_score_gemma":0.004366752,"teacher_disagreement_score":0.011051284,"about_ca_system_score_codex":0.00078213075,"about_ca_system_score_gemma":0.0013015771,"threshold_uncertainty_score":0.021973968},"labels":[],"label_agreement":null},{"id":"W7115742306","doi":"10.71846/18-wcee-1730","title":"MULTI-ELEMENT HYBRID SIMULATIONS ON STEEL STRUCTURES: ADVANCEMENTS, CHALLENGES, AND LESSONS LEARNED","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Substructure; Brace; Finite element method; Bracing; Constraint (computer-aided design); Physical test; Buckling","score_opus":0.06826733194122447,"score_gpt":0.27586204278879545,"score_spread":0.20759471084757097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115742306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22514243,0.041836,0.65687555,0.016528074,0.0010788537,0.00011225309,0.0006521898,0.00222845,0.05554624],"genre_scores_gemma":[0.72747207,0.037856497,0.22075976,0.0006574264,0.00038605946,0.00012395963,0.00070003275,0.00041583256,0.011628273],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959606,0.00011923832,0.00001908064,0.000037635145,0.00019409039,0.00003395587],"domain_scores_gemma":[0.9987913,0.00062604254,0.000040286322,0.00014738415,0.00029276364,0.00010232688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015301906,0.000411802,0.0005544342,0.0003401497,0.00033335376,0.0011821908,0.0012161505,0.0011125894,0.002224172],"category_scores_gemma":[0.0018123524,0.00037037142,0.0006132617,0.00048807272,0.0007888039,0.0017068946,0.0007407936,0.0014050257,0.0005664444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000755363,0.00008392261,0.0021963834,0.00046872825,0.000047910235,0.00009928548,0.00023756959,0.8515874,0.0051112464,0.03743459,0.0034363458,0.09922105],"study_design_scores_gemma":[0.000021008129,0.000080648984,0.00065747683,0.00011230786,0.000013138692,0.00006118774,0.00014970318,0.9583546,0.0029659611,0.010942518,0.026609706,0.00003175853],"about_ca_topic_score_codex":0.0053468333,"about_ca_topic_score_gemma":0.00663063,"teacher_disagreement_score":0.0053468333,"about_ca_system_score_codex":0.0006859906,"about_ca_system_score_gemma":0.00084686506,"threshold_uncertainty_score":0.010631442},"labels":[],"label_agreement":null},{"id":"W7116975676","doi":"10.1051/meca/2025033","title":"Design and flow field characterization of safety valves based on the Laval principle","year":2025,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science and Technology Department, Heilongjiang Province; Natural Science Foundation of Heilongjiang Province","keywords":"Safety valve; Supersonic speed; Turbulence; Flow (mathematics); Mach number; Relief valve; Valve seat","score_opus":0.012722659042807661,"score_gpt":0.21736082353725986,"score_spread":0.20463816449445218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116975676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6658401,0.00084498164,0.33009255,0.00008514469,0.0000603939,0.00019084795,0.00013032113,0.0004927898,0.0022627658],"genre_scores_gemma":[0.9303233,0.00018812751,0.06852519,0.000014893206,0.000015714226,0.000047337777,0.00008222853,0.000029671008,0.00077352306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944764,0.00006264555,0.000032072807,0.00007360206,0.0003353016,0.00004878891],"domain_scores_gemma":[0.9993069,0.0002477198,0.00014959139,0.000076625125,0.00015745517,0.000061609375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084499945,0.00025762393,0.00037920376,0.00048318284,0.0003002434,0.0006036383,0.0006044181,0.000431736,0.00033473014],"category_scores_gemma":[0.0010901443,0.00021099168,0.00027844374,0.00014896314,0.0005698106,0.0005073606,0.00031907248,0.00030081678,0.00013951602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024717898,0.00008916512,0.0037309746,0.0001920532,0.000013469778,0.00010083459,0.0001828128,0.0146660805,0.9457497,0.0015850351,0.00014168571,0.033301163],"study_design_scores_gemma":[0.00008190497,0.0015301658,0.008045778,0.000018509825,0.000023386854,0.00028583634,0.00006045736,0.13204104,0.8497283,0.0006468513,0.007480654,0.000057052177],"about_ca_topic_score_codex":0.00032315415,"about_ca_topic_score_gemma":0.00027504851,"teacher_disagreement_score":0.00084499945,"about_ca_system_score_codex":0.000344277,"about_ca_system_score_gemma":0.00054546143,"threshold_uncertainty_score":0.0044688582},"labels":[],"label_agreement":null},{"id":"W7117247624","doi":"10.1051/meca/2025033/pdf","title":"Design and flow field characterization of safety valves based on the Laval principle","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Safety valve; Supersonic speed; Flow (mathematics); Turbulence; Valve seat; Mach number; Relief valve; Static pressure","score_opus":0.009691495950816552,"score_gpt":0.21386976083181536,"score_spread":0.2041782648809988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117247624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68088245,0.000779114,0.31560454,0.000074009935,0.00004843476,0.0001575625,0.00010851557,0.00042897582,0.0019163244],"genre_scores_gemma":[0.9298444,0.00018609347,0.068982966,0.000014838568,0.000014567531,0.000042406205,0.00008139441,0.000031453743,0.00080198457],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952054,0.00005971517,0.000028341545,0.00006899259,0.00027588298,0.000046581416],"domain_scores_gemma":[0.9993345,0.00026591617,0.00013310925,0.000069264264,0.0001383799,0.000058729012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008012013,0.0002407831,0.000365964,0.00044758222,0.00029828332,0.0005895433,0.00056755287,0.00041212182,0.0003620267],"category_scores_gemma":[0.0010463154,0.0002014612,0.0002660004,0.00013476833,0.0005868778,0.00050399237,0.0003099813,0.00029054674,0.00014140556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024171862,0.00007298362,0.0030598438,0.00015038437,0.000011129654,0.000083339095,0.00016689014,0.0118855545,0.9535969,0.001342789,0.000101235855,0.02928718],"study_design_scores_gemma":[0.00008199377,0.0013512216,0.0072535956,0.00001571297,0.000020421661,0.00025303377,0.00005526283,0.10509174,0.8787795,0.0006576072,0.0063873716,0.000052571282],"about_ca_topic_score_codex":0.00030495413,"about_ca_topic_score_gemma":0.00026411418,"teacher_disagreement_score":0.0008012013,"about_ca_system_score_codex":0.00032265915,"about_ca_system_score_gemma":0.00048517733,"threshold_uncertainty_score":0.0042372346},"labels":[],"label_agreement":null},{"id":"W7133507191","doi":"10.1109/icpee65973.2025.11410824","title":"Transparent PEM-FC Performance Analysis under the Optimal Clamping Pressure Applied at its Bolts","year":2025,"lang":"","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Clamping; Finite element method; Work (physics); Set (abstract data type)","score_opus":0.01869301464702332,"score_gpt":0.23694242767759574,"score_spread":0.2182494130305724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133507191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757046,0.00042760768,0.0013254831,0.000022172107,0.000010222135,0.0000071400736,0.00014490413,0.00004117113,0.00045085294],"genre_scores_gemma":[0.9985702,0.00035040354,0.00066967815,0.000006432141,0.000003847325,0.00000870487,0.000120294295,0.0000073550314,0.0002630781],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996816,0.000019767518,0.00001975621,0.00005886887,0.00015108896,0.0000689144],"domain_scores_gemma":[0.99970007,0.000086656364,0.00004977196,0.000028613378,0.00011193331,0.00002303104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003044188,0.000361256,0.00040807482,0.00037854223,0.00029644367,0.0004640429,0.0005130561,0.00053226476,0.00086890697],"category_scores_gemma":[0.00061436184,0.00014352266,0.00031374206,0.00055653584,0.00032408067,0.00056089944,0.00025805194,0.00050025905,0.0002784485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048724274,0.000051966854,0.0012217455,0.00020019164,0.00001756078,0.00018019353,0.00008762281,0.0027206286,0.98970604,0.000079012185,0.000084644664,0.005163203],"study_design_scores_gemma":[0.0000073318483,0.00047232426,0.006286166,0.000008960707,0.000022232514,0.000060936294,0.00011121263,0.008393201,0.98416257,0.000029341323,0.00043254482,0.000013108169],"about_ca_topic_score_codex":0.0015229638,"about_ca_topic_score_gemma":0.0011792352,"teacher_disagreement_score":0.0015229638,"about_ca_system_score_codex":0.0002787904,"about_ca_system_score_gemma":0.00020056003,"threshold_uncertainty_score":0.003028214},"labels":[],"label_agreement":null},{"id":"W81778461","doi":"","title":"A Smoothed Particle Hydrodynamics Approach to Simulation of Articular Cartilage","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Smoothed-particle hydrodynamics; Finite element method; Articular cartilage; Mechanics; Indentation; Stress (linguistics); Materials science; Stiffness; Structural engineering; Physics; Composite material; Osteoarthritis; Engineering","score_opus":0.009454467081551296,"score_gpt":0.2025684507331125,"score_spread":0.1931139836515612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81778461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09541901,0.000121912264,0.89817077,0.00009554714,0.00007334473,0.00009318873,0.00015583257,0.00078782166,0.005082677],"genre_scores_gemma":[0.7558573,0.00024273737,0.23792276,0.0000558787,0.000044729273,0.00032178903,0.00023808371,0.00017276581,0.005143923],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989927,0.000024951865,0.000006078385,0.000013381321,0.00004411713,0.000012190898],"domain_scores_gemma":[0.99972695,0.00012106123,0.000026431071,0.000029916815,0.000069050155,0.000026564372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027316273,0.00031081698,0.00034208252,0.00046276828,0.00031308437,0.00042845833,0.0007315177,0.0007214156,0.0015647091],"category_scores_gemma":[0.00068117987,0.00033503058,0.00057490537,0.0003045523,0.00045216372,0.00027844158,0.0003977557,0.00042847957,0.00025614974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019983998,0.000019737678,0.0005405443,0.00002055575,0.000016839662,0.00005286839,0.000035017867,0.9856388,0.0047997655,0.004039598,0.00014577634,0.004670494],"study_design_scores_gemma":[0.0000035311286,0.0000065755858,0.00006772271,8.1980204e-7,0.0000013552133,0.000004895068,0.000002156828,0.99893934,0.00037553682,0.00031586344,0.00027990248,0.0000022255178],"about_ca_topic_score_codex":0.010013221,"about_ca_topic_score_gemma":0.0047544125,"teacher_disagreement_score":0.010013221,"about_ca_system_score_codex":0.00047531055,"about_ca_system_score_gemma":0.0009786134,"threshold_uncertainty_score":0.019909859},"labels":[],"label_agreement":null},{"id":"W839496841","doi":"10.1520/stp14483s","title":"SAE 5W-30 Pumpability Studies in Modern 4- and 8-Cylinder Engines: Gelation Index and MRV Effects","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Cylinder; Index (typography); Materials science; Mechanical engineering; Engineering; Computer science","score_opus":0.021075350166054236,"score_gpt":0.23500659882635563,"score_spread":0.2139312486603014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W839496841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99859244,0.00040646645,0.0006930705,0.000011191784,0.000005418201,0.000011222009,0.000058247755,0.000016024642,0.0002059903],"genre_scores_gemma":[0.99659616,0.0003423583,0.0019456211,0.000011318902,0.000003814132,0.00001674886,0.0001436318,0.000015587702,0.00092478975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975854,0.000051890824,0.00002800854,0.000042111933,0.00008013015,0.000039346447],"domain_scores_gemma":[0.9996176,0.00008536818,0.0001238042,0.000026007112,0.00010157609,0.000045704932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053885137,0.00042731196,0.00026800355,0.00041698254,0.00016943013,0.00028001363,0.00026746292,0.00030967998,0.0007062982],"category_scores_gemma":[0.0006400702,0.0002195737,0.0003541128,0.00028743775,0.0002578525,0.00045888903,0.00021572511,0.0004181056,0.00015240678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039745317,0.0000480015,0.00075963896,0.00007127751,0.0000125349625,0.000038885108,0.00008276611,0.00026119663,0.99613416,0.0000297933,0.000018134408,0.002146152],"study_design_scores_gemma":[0.000010792549,0.001988429,0.008894798,0.000005425639,0.000028392904,0.000067133384,0.000058784637,0.00065012614,0.9876831,0.000012458084,0.0005869912,0.000013543889],"about_ca_topic_score_codex":0.0011162992,"about_ca_topic_score_gemma":0.0020426072,"teacher_disagreement_score":0.0011162992,"about_ca_system_score_codex":0.0003165908,"about_ca_system_score_gemma":0.00020171261,"threshold_uncertainty_score":0.0028497577},"labels":[],"label_agreement":null},{"id":"W893421819","doi":"","title":"Performance Characterisation and Cavitation Detection of Variably Angled V-Shaped Opening Ball Valves","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cavitation; Ball (mathematics); Ball valve; Materials science; Engineering; Mechanical engineering; Mathematics; Mechanics; Geometry; Physics","score_opus":0.007323784338494851,"score_gpt":0.17480685650569097,"score_spread":0.16748307216719613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W893421819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98859274,0.00044110065,0.010134044,0.000025196188,0.000020909421,0.000019744151,0.000053570606,0.000071340575,0.00064136443],"genre_scores_gemma":[0.9937826,0.0002698592,0.0051709996,0.000013039716,0.00000570651,0.000016055345,0.00006179463,0.000018357689,0.0006618128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992168,0.0000695704,0.000055791254,0.00014964925,0.00043948763,0.000068726906],"domain_scores_gemma":[0.99867034,0.0005340314,0.00030749943,0.000096665004,0.00032119808,0.000070303286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007522326,0.0002569589,0.0003862517,0.00033726744,0.00015186366,0.0007848282,0.00061167864,0.00052811205,0.00068625674],"category_scores_gemma":[0.0022246789,0.00020858715,0.00024211555,0.00031159935,0.00040143146,0.00042884165,0.00031477207,0.00031176934,0.00027428777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021391796,0.000035074343,0.001255108,0.00010315237,0.0000066616026,0.00007510366,0.00014404322,0.0017000911,0.986375,0.000076795644,0.00003738515,0.00997775],"study_design_scores_gemma":[0.000010616496,0.000938557,0.011290666,0.000013889053,0.000015671381,0.0001521675,0.00013001954,0.013480998,0.97296053,0.00006246425,0.00091718615,0.000027169572],"about_ca_topic_score_codex":0.0003308926,"about_ca_topic_score_gemma":0.0002595868,"teacher_disagreement_score":0.0007848282,"about_ca_system_score_codex":0.00020137824,"about_ca_system_score_gemma":0.0001321125,"threshold_uncertainty_score":0.003978193},"labels":[],"label_agreement":null},{"id":"W979134376","doi":"10.1007/978-1-4419-9834-7_20","title":"Acoustic and Mechanical Measurements of an Hydraulic Turbine’s Generator in Relation to Power Levels and Excitation Forces","year":2011,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Stator; Rotor (electric); Acoustics; Vibration; Excitation; Generator (circuit theory); Turbine; Mechanical energy; Power (physics); Noise (video); Engineering; Mechanical engineering; Electrical engineering; Physics; Computer science","score_opus":0.05362266065872324,"score_gpt":0.2505942190678795,"score_spread":0.19697155840915626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W979134376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.946905,0.0003813651,0.035474475,0.0004404413,0.00018438323,0.0000850298,0.0012251212,0.00055073015,0.014753415],"genre_scores_gemma":[0.99271625,0.000135255,0.0034954404,0.00009318503,0.000051548453,0.000025884545,0.00024575862,0.000052483258,0.003184136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998079,0.000021371061,0.000007862799,0.000036391488,0.000102222206,0.000024233726],"domain_scores_gemma":[0.9994506,0.00036004037,0.000030682724,0.000027738019,0.000091428024,0.00003943856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018871503,0.00022931946,0.00021781384,0.00046697137,0.00038016203,0.00021393548,0.00044297814,0.00076486764,0.0055865464],"category_scores_gemma":[0.0007738409,0.00038215032,0.00020686915,0.0004378832,0.00045927352,0.0003646304,0.00031399998,0.00068885455,0.00088062056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018879157,0.00026877163,0.014705381,0.00021708739,0.000059267175,0.00077495864,0.0008326788,0.0031872084,0.9141479,0.0006971053,0.0033685244,0.05985323],"study_design_scores_gemma":[0.0002640575,0.002142466,0.42466995,0.00007568902,0.00017665957,0.004686244,0.0011150481,0.034866694,0.5185612,0.0017499226,0.0115202805,0.0001717588],"about_ca_topic_score_codex":0.00074502826,"about_ca_topic_score_gemma":0.0013543655,"teacher_disagreement_score":0.0055865464,"about_ca_system_score_codex":0.00010740014,"about_ca_system_score_gemma":0.00012904809,"threshold_uncertainty_score":0.018688798},"labels":[],"label_agreement":null}]}