{"meta":{"query_hash":"8213e11d7d99","filters":{"venue":"International Journal of Rotating Machinery"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/8213e11d7d99","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Rotating+Machinery"},"results":[{"id":"W2044590964","doi":"10.1155/2007/56808","title":"Active Suppression of Rotating Stall Inception with Distributed Jet Actuation","year":2007,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","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":"Université de Montréal; Polytechnique Montréal","funders":"Air Force Office of Scientific Research; U.S. Air Force; Massachusetts Institute of Technology","keywords":"Stall (fluid mechanics); Control theory (sociology); Computer science; Actuator; Gas compressor; Feedback controller; Mechanics; Physics; Aerospace engineering; Control (management); Engineering","score_opus":0.005732327253590157,"score_gpt":0.24388675433886106,"score_spread":0.2381544270852709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044590964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91274834,0.0005001354,0.08276644,0.00007438374,0.000044545348,0.000037561418,0.000030745567,0.00063043495,0.0031675196],"genre_scores_gemma":[0.99587363,0.00004362373,0.003743554,0.000007347975,0.0000060188663,0.000006064494,0.000010616046,0.0000066962034,0.0003023692],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984837,0.0000144637825,0.000008112332,0.000022251874,0.00007435713,0.000032413325],"domain_scores_gemma":[0.9996151,0.000114237686,0.00010184278,0.00004385533,0.000094094365,0.000030839485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019280295,0.00038749847,0.00027552724,0.00027723104,0.00016643998,0.0002855054,0.00043432735,0.00018602682,0.0005182106],"category_scores_gemma":[0.00042145012,0.00012407548,0.00011963896,0.00012320763,0.00024813804,0.00024900903,0.00033132444,0.00022316811,0.00009588236],"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":[0.00032610222,0.00015396152,0.0007573237,0.00011237905,0.000012096043,0.0001147216,0.00008552487,0.011670967,0.93660843,0.0007510755,0.00017695698,0.049230367],"study_design_scores_gemma":[0.00008251968,0.0013990694,0.00269195,0.000014264791,0.00002110034,0.00011445692,0.00003759821,0.22213314,0.77160364,0.00028463465,0.0015993053,0.000018276956],"about_ca_topic_score_codex":0.00025833427,"about_ca_topic_score_gemma":0.00039302986,"teacher_disagreement_score":0.0005182106,"about_ca_system_score_codex":0.00015210045,"about_ca_system_score_gemma":0.00016545167,"threshold_uncertainty_score":0.0017335415},"labels":[],"label_agreement":null},{"id":"W2045356673","doi":"10.1155/2012/928623","title":"Encounters with Vortices in a Turbine Nozzle Passage","year":2012,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Fluid Dynamics and Turbulent Flows","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":"National Research Council Canada","funders":"","keywords":"Vortex; Mechanics; Physics; Vorticity; Transonic; Starting vortex; Vortex shedding; Suction; Horseshoe vortex; Airfoil; Turbine; Wake; Vortex ring; Materials science; Meteorology; Aerodynamics; Thermodynamics; Reynolds number","score_opus":0.005083427175459997,"score_gpt":0.22172441338063342,"score_spread":0.2166409862051734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045356673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983584,0.00006149873,0.0007178773,0.000018745934,0.000008778312,0.000013416062,0.000011977071,0.000013338891,0.00079579436],"genre_scores_gemma":[0.99873966,0.000026157491,0.0006944199,0.000016360247,0.000004671759,0.0000059159556,0.000042251962,0.000003831975,0.00046684215],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997116,0.00005308323,0.000013866724,0.000057002046,0.0000785381,0.000085938715],"domain_scores_gemma":[0.99967,0.00009846915,0.000053772328,0.000024310217,0.00006480146,0.00008868603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032834095,0.0002446908,0.00045336867,0.00043769306,0.00092254364,0.0008202021,0.0002640379,0.0007066958,0.0016436458],"category_scores_gemma":[0.0011770233,0.0002483101,0.0002151684,0.00020616736,0.0006014463,0.0005468633,0.0009940767,0.00055798166,0.00021863321],"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":[0.001265401,0.0002983955,0.034245823,0.00014594624,0.00004161213,0.0061486377,0.0027906364,0.010338012,0.92234683,0.0029465356,0.0008234207,0.018608741],"study_design_scores_gemma":[0.0006840254,0.01809742,0.2720966,0.00023763013,0.00016719113,0.008602947,0.007428634,0.1909236,0.48252597,0.003802463,0.015130793,0.00030270126],"about_ca_topic_score_codex":0.00088934967,"about_ca_topic_score_gemma":0.0008080351,"teacher_disagreement_score":0.0016436458,"about_ca_system_score_codex":0.0003041858,"about_ca_system_score_gemma":0.00022804266,"threshold_uncertainty_score":0.005498588},"labels":[],"label_agreement":null},{"id":"W2050234416","doi":"10.1155/2009/505343","title":"H‐Darrieus Wind Turbine with Blade Pitch Control","year":2009,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":177,"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":"Blade (archaeology); Blade pitch; Computer science; Turbine; Turbine blade; Aerospace engineering; Mechanical engineering","score_opus":0.004271256881708154,"score_gpt":0.22679832768267388,"score_spread":0.22252707080096573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050234416","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17575684,0.00023185923,0.81559104,0.00007548739,0.000043513945,0.0001545538,0.000055975725,0.0008230768,0.0072677094],"genre_scores_gemma":[0.80126196,0.000041220766,0.19688675,0.000016643486,0.000009011815,0.000061118604,0.000036604375,0.000029265186,0.0016574229],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998629,0.000030743515,0.000004550698,0.000030393287,0.000055278782,0.000016067785],"domain_scores_gemma":[0.99988616,0.00003537121,0.00002202062,0.000018167126,0.000028870023,0.000009350315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030009204,0.00030302655,0.00045350916,0.00017815524,0.00019819384,0.00036962045,0.00039333967,0.00030990504,0.0014716653],"category_scores_gemma":[0.0005088756,0.00022557823,0.00020067365,0.00019311113,0.00033175648,0.00016622222,0.00020145142,0.00031618358,0.00022445447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001531327,0.00004907104,0.0011408565,0.000117240954,0.000019839448,0.0000942044,0.000057296973,0.8718444,0.02762586,0.0064622024,0.0005926107,0.09184318],"study_design_scores_gemma":[0.00003158891,0.00009522427,0.00032632842,0.0000023251728,0.0000033849458,0.000017481709,0.000003821625,0.99397177,0.004285342,0.0004991956,0.00075762894,0.000005798921],"about_ca_topic_score_codex":0.0028720186,"about_ca_topic_score_gemma":0.002364471,"teacher_disagreement_score":0.0028720186,"about_ca_system_score_codex":0.000275512,"about_ca_system_score_gemma":0.0005475067,"threshold_uncertainty_score":0.005710542},"labels":[],"label_agreement":null},{"id":"W2066864870","doi":"10.1155/s1023621x02000325","title":"Toward CFD‐Based Correlations for Single‐State High‐Pressure Transonic Turbine Stage","year":2002,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","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":"McGill University","funders":"","keywords":"Transonic; Computational fluid dynamics; Turbine; Overall pressure ratio; Computer science; Flow (mathematics); Mechanics; Mechanical engineering; Gas compressor; Physics; Aerodynamics; Engineering","score_opus":0.018626297259520624,"score_gpt":0.2305655197853397,"score_spread":0.2119392225258191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066864870","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21477184,0.0002506371,0.7742091,0.00014108061,0.00007627426,0.00023284054,0.0009506604,0.004478584,0.0048890207],"genre_scores_gemma":[0.80840933,0.00019266417,0.1888862,0.000039622155,0.000014761506,0.00024160801,0.0009266261,0.00047611273,0.00081304],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927264,0.00019700792,0.000052586045,0.000076418604,0.00034363393,0.000057771547],"domain_scores_gemma":[0.9957703,0.0016424332,0.0005135581,0.0005797423,0.0013975028,0.00009645804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017382237,0.00093225087,0.00075360126,0.0010421998,0.00064730225,0.001176947,0.0012204429,0.00084254803,0.0015138173],"category_scores_gemma":[0.00707021,0.0006415564,0.0006723836,0.0009424813,0.00055944745,0.0013991351,0.0005758047,0.0012409058,0.0006290669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009748395,0.0001499732,0.0065555074,0.000111019086,0.000023555596,0.0001760499,0.00009788313,0.94675744,0.017226873,0.005186699,0.0011188006,0.022498729],"study_design_scores_gemma":[0.000011563108,0.000035230747,0.00090060924,0.000008829679,0.0000046843297,0.000022423239,0.000010024994,0.98984027,0.008241194,0.00037970333,0.0005308006,0.000014714048],"about_ca_topic_score_codex":0.007842781,"about_ca_topic_score_gemma":0.0085630175,"teacher_disagreement_score":0.007842781,"about_ca_system_score_codex":0.00082452653,"about_ca_system_score_gemma":0.002163248,"threshold_uncertainty_score":0.015594244},"labels":[],"label_agreement":null},{"id":"W2082107405","doi":"10.1155/s1023621x04000405","title":"Experimental Investigation of the Periodic Unsteady Transonic Flow Field Around a Compressor Blade by Means of Particle Image Velocimetry (PIV)","year":2004,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Fluid Dynamics and Turbulent Flows","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":"Transonic; Particle image velocimetry; Mechanics; Acoustics; Chord (peer-to-peer); Physics; Vibration; Materials science; Optics; Turbulence; Aerodynamics; Computer science","score_opus":0.006077525498015777,"score_gpt":0.22443988404024373,"score_spread":0.21836235854222796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082107405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938584,0.00015854735,0.0050733224,0.000023324239,0.000014732624,0.000026164393,0.00012712585,0.000048529066,0.0006698216],"genre_scores_gemma":[0.9922495,0.00018669816,0.006657163,0.000010410127,0.0000135764085,0.000035274963,0.00015386823,0.000017451983,0.0006760647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997683,0.000023428815,0.000009964665,0.00006106484,0.00008431554,0.00005292938],"domain_scores_gemma":[0.99958366,0.0001246202,0.00007772442,0.00006365542,0.000098612494,0.000051754945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032728523,0.00038196932,0.00038459443,0.00027656736,0.0006173354,0.00025782225,0.00040648802,0.00039113895,0.0011152931],"category_scores_gemma":[0.000512807,0.00016824751,0.00017644811,0.00024769414,0.00066789443,0.0003131886,0.0003274997,0.0004010268,0.00015473976],"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":[0.00018035842,0.00013747296,0.0018561047,0.00008836185,0.000007685468,0.00023097868,0.00022960165,0.0012020638,0.990708,0.00019231085,0.00008306902,0.0050839647],"study_design_scores_gemma":[0.000054356777,0.0031723888,0.027315974,0.000018710893,0.000022589238,0.0004516069,0.00031639048,0.0153799215,0.95123136,0.00016597901,0.0018218304,0.00004895902],"about_ca_topic_score_codex":0.001206715,"about_ca_topic_score_gemma":0.0010452594,"teacher_disagreement_score":0.001206715,"about_ca_system_score_codex":0.00026269,"about_ca_system_score_gemma":0.00028390935,"threshold_uncertainty_score":0.0037310123},"labels":[],"label_agreement":null},{"id":"W2115002581","doi":"10.1155/s1023621x03000034","title":"Abnormally High Power Output of Wind Turbine in Cold Weather: A Preliminary Study","year":2003,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Wind Energy Research and Development","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":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Density of air; Stall (fluid mechanics); Turbine; Environmental science; Wind power; Meteorology; Wind speed; Wind profile power law; Atmospheric sciences; Mechanics; Physics; Electrical engineering; Thermodynamics; Engineering","score_opus":0.007347453612308085,"score_gpt":0.23808504667815586,"score_spread":0.23073759306584776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115002581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99908113,0.00006118021,0.00023232341,0.0000058861874,0.0000025586714,0.000004290276,0.00009523655,0.0000053384383,0.00051210826],"genre_scores_gemma":[0.99928063,0.000043949578,0.00005694076,0.0000056000663,0.0000052682963,0.000002601086,0.00021478973,0.0000034928808,0.00038683024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99992156,0.000008461304,0.000006137077,0.000016158625,0.000025448424,0.000022371345],"domain_scores_gemma":[0.99976176,0.000061098115,0.000034208377,0.000021782003,0.00007745802,0.00004370885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013244411,0.00015733932,0.00027310857,0.0002685394,0.00036382777,0.00022826651,0.00011644258,0.00022153655,0.0010395785],"category_scores_gemma":[0.0003422543,0.000100596706,0.00014672033,0.0002310436,0.00027360427,0.00012591515,0.00012449455,0.00019508786,0.00040449112],"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":[0.002315599,0.00038910363,0.6031354,0.0001429401,0.000049717422,0.003152655,0.0013719776,0.0014389162,0.37551105,0.00007448877,0.0004598318,0.011958285],"study_design_scores_gemma":[0.000005417023,0.00088270765,0.98526394,0.0000020821444,0.000013495301,0.0005951397,0.00027255446,0.0005001514,0.012060042,0.000017300797,0.00038136044,0.0000058142455],"about_ca_topic_score_codex":0.0052265082,"about_ca_topic_score_gemma":0.00624898,"teacher_disagreement_score":0.0052265082,"about_ca_system_score_codex":0.00014934146,"about_ca_system_score_gemma":0.00008589254,"threshold_uncertainty_score":0.010392189},"labels":[],"label_agreement":null},{"id":"W2144562633","doi":"10.1155/2009/247613","title":"Performance Improvement of Axial Compressors and Fans with Plasma Actuation","year":2009,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Plasma and Flow Control in Aerodynamics","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":"National Research Council Canada; Polytechnique Montréal","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Plasma actuator; Actuator; Gas compressor; Rotor (electric); Mechanics; Control theory (sociology); Materials science; Suction; Flow control (data); Rotary actuator; Axial compressor; Pneumatic actuator; Voltage; Mechanical engineering; Physics; Computer science; Electrical engineering; Engineering","score_opus":0.0037480415561518725,"score_gpt":0.20053493354581575,"score_spread":0.19678689198966387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144562633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95525545,0.00055355177,0.037477773,0.00017738075,0.000045801924,0.00002335869,0.000053285527,0.00053736876,0.0058761],"genre_scores_gemma":[0.9939154,0.000115550014,0.0049463133,0.000009784495,0.00000774393,0.0000051601196,0.00004002383,0.000023340395,0.000936804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985623,0.000023805576,0.00000559747,0.0000148724785,0.00007476089,0.000024784451],"domain_scores_gemma":[0.99982697,0.00006411266,0.000020623776,0.000014396536,0.00005737313,0.000016581012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022343021,0.0004193122,0.00026136744,0.00022347305,0.00031830862,0.00027538018,0.0002877709,0.00021918525,0.0014239936],"category_scores_gemma":[0.0005100201,0.000108347325,0.0001322977,0.00011277555,0.00022003098,0.00031130482,0.0002659185,0.00018660918,0.0002667865],"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":[0.0010841632,0.00016045687,0.0092192115,0.00035223315,0.000041410833,0.00036840566,0.0002062556,0.047163732,0.7803625,0.0018738845,0.0015443484,0.15762347],"study_design_scores_gemma":[0.00011143827,0.0024100905,0.017258376,0.00003167681,0.000045717345,0.00060509116,0.00014001639,0.39106822,0.5783328,0.00060787756,0.009345619,0.00004318955],"about_ca_topic_score_codex":0.0006207751,"about_ca_topic_score_gemma":0.0006506692,"teacher_disagreement_score":0.0014239936,"about_ca_system_score_codex":0.00016047679,"about_ca_system_score_gemma":0.00016780195,"threshold_uncertainty_score":0.0047637224},"labels":[],"label_agreement":null},{"id":"W2144661704","doi":"10.1155/s1023621x04000028","title":"Numerical and Experimental Investigations of the Cavitating Behavior of an Inducer","year":2004,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":175,"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 New Brunswick","funders":"","keywords":"Cavitation; Inducer; Mechanics; Computer science; Physics; Chemistry","score_opus":0.012002993215382453,"score_gpt":0.2750970926850925,"score_spread":0.2630940994697101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144661704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530423,0.00028654307,0.043601424,0.00008155308,0.000037499805,0.00011607291,0.00021254833,0.00031875534,0.0023033516],"genre_scores_gemma":[0.976999,0.0003623022,0.020915927,0.0000096445265,0.000012284211,0.00008359304,0.00015943844,0.000032863536,0.0014251076],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996569,0.00004602226,0.000024520174,0.000049649727,0.00016615714,0.00005679605],"domain_scores_gemma":[0.9987519,0.00056009047,0.00018832313,0.00019134738,0.0002156483,0.00009268895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000844366,0.00036610497,0.0004727974,0.0004033127,0.0003479674,0.0003443189,0.0004846816,0.0003612302,0.0012884862],"category_scores_gemma":[0.0017040109,0.00015951856,0.0001792379,0.0004529363,0.00052184216,0.00030342635,0.0004804495,0.00052802695,0.00026530516],"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":[0.00035981313,0.00046079935,0.0036997253,0.00030959334,0.000010553789,0.0002778614,0.0003407536,0.031302832,0.94257265,0.0014547931,0.0003299061,0.018880798],"study_design_scores_gemma":[0.00003759497,0.0026410897,0.0066088988,0.000021454744,0.00003069217,0.00026914038,0.00013697012,0.13168187,0.8551222,0.0002672589,0.0031513853,0.00003137932],"about_ca_topic_score_codex":0.00047257077,"about_ca_topic_score_gemma":0.00032804214,"teacher_disagreement_score":0.0012884862,"about_ca_system_score_codex":0.0003367688,"about_ca_system_score_gemma":0.00021365112,"threshold_uncertainty_score":0.004465461},"labels":[],"label_agreement":null},{"id":"W2167603348","doi":"10.1155/2007/17289","title":"Mistuning Identification and Model Updating of an Industrial Blisk","year":2007,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Bladed Disk Vibration Dynamics","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":"Safran Electronics (Canada)","funders":"Office National d'études et de Recherches Aérospatiales; Safran; Centre National de la Recherche Scientifique","keywords":"Mistuning; Modal; Modal analysis; Control theory (sociology); Eigenvalues and eigenvectors; Mode (computer interface); System identification; Vibration; Computer science; Acoustics; Physics; Artificial intelligence; Data modeling","score_opus":0.015496099221654295,"score_gpt":0.26973683495041356,"score_spread":0.25424073572875927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167603348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7375227,0.00009310462,0.25951496,0.000089230794,0.000022304166,0.000060205457,0.000124619,0.0007775981,0.0017952728],"genre_scores_gemma":[0.9705254,0.000025557243,0.028260985,0.0000073052747,0.0000019413344,0.000022943253,0.00007323617,0.00002741442,0.0010552282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995166,0.00009560492,0.00002391101,0.00012002263,0.00020151467,0.000042343218],"domain_scores_gemma":[0.99916625,0.00034480056,0.00009790007,0.00022006183,0.000139379,0.000031584284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008046159,0.00053569605,0.00068060233,0.00034575223,0.0003612197,0.0005435098,0.0006118903,0.0006250374,0.0010512148],"category_scores_gemma":[0.0019076266,0.00022802745,0.0003356388,0.0002900801,0.00039381464,0.000599473,0.0006194707,0.0006217758,0.00026299147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005895267,0.00016398363,0.006395829,0.00019606813,0.00003890316,0.0003955182,0.00034683186,0.7979649,0.118234225,0.0017591255,0.00028923858,0.07362583],"study_design_scores_gemma":[0.000011862794,0.00016759011,0.0036279145,0.000005246246,0.000009707362,0.000048464146,0.000052614356,0.962369,0.032613352,0.00046857292,0.00060878997,0.000016807435],"about_ca_topic_score_codex":0.0050637857,"about_ca_topic_score_gemma":0.0034137326,"teacher_disagreement_score":0.0050637857,"about_ca_system_score_codex":0.00049125805,"about_ca_system_score_gemma":0.0005390232,"threshold_uncertainty_score":0.010068595},"labels":[],"label_agreement":null},{"id":"W2168076946","doi":"10.1155/ijrm.2005.30","title":"Wake Behavior behind Turbine Cascades in Compressible Two‐Dimensional Flows","year":2005,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","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":"Wake; Inviscid flow; Mach number; Mechanics; Trailing edge; Turbine; Compressibility; Turbomachinery; Compressible flow; Flow (mathematics); Leading edge; Physics; Turbine blade; Incompressible flow; Aerospace engineering; Engineering; Thermodynamics","score_opus":0.00808564400880377,"score_gpt":0.26012546335197123,"score_spread":0.25203981934316744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168076946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954644,0.000059510057,0.0033791775,0.000011809681,0.000004294407,0.000012012921,0.00002532955,0.00003799052,0.0010055985],"genre_scores_gemma":[0.9989152,0.000031400854,0.0007365987,0.0000028527847,0.000002069859,0.000005339069,0.000037780337,0.0000055214246,0.00026323728],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994826,0.000005915031,0.0000028918814,0.0000068358872,0.000020305064,0.000015801754],"domain_scores_gemma":[0.99984705,0.000036673937,0.000044376655,0.000014000977,0.000033810815,0.000024109158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012531756,0.0002449653,0.00020499165,0.0005215878,0.0003759502,0.0002535032,0.00011654855,0.00019230944,0.00046579458],"category_scores_gemma":[0.0004607668,0.0002055287,0.00019099793,0.00015306857,0.0004161379,0.00027957905,0.00031646166,0.00027350514,0.00011420839],"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":[0.0011018784,0.00024058712,0.053106032,0.00010970002,0.000039424423,0.0028598723,0.0009189692,0.3078485,0.6028651,0.008054061,0.00072844856,0.022127356],"study_design_scores_gemma":[0.00007074357,0.00044486576,0.080888115,0.0000224481,0.000016161577,0.0006569437,0.00028255658,0.8477241,0.06569802,0.0034556785,0.0006811273,0.00005928585],"about_ca_topic_score_codex":0.0015702539,"about_ca_topic_score_gemma":0.0009056217,"teacher_disagreement_score":0.0015702539,"about_ca_system_score_codex":0.00026125036,"about_ca_system_score_gemma":0.00017331148,"threshold_uncertainty_score":0.003122151},"labels":[],"label_agreement":null},{"id":"W2280150235","doi":"10.1155/2016/8518904","title":"Low-Cost Rotating Experimentation in Compressor Aerodynamics Using Rapid Prototyping","year":2016,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","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":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Montréal; Canada Foundation for Innovation; Ministère de l'Économie, de l’Innovation et des Exportations du Québec; Compute Canada","keywords":"Turbomachinery; Computational fluid dynamics; Stereolithography; Gas compressor; Aerodynamics; Computer science; Axial compressor; Rapid prototyping; Mechanical engineering; Tip clearance; Design for manufacturability; Flow (mathematics); Aerospace engineering; Simulation; Mechanics; Engineering; Physics","score_opus":0.01285514426419252,"score_gpt":0.27334133688346546,"score_spread":0.2604861926192729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280150235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6095344,0.0017760143,0.37272295,0.00018499469,0.00009480331,0.0006513568,0.00031257776,0.0013746478,0.013348173],"genre_scores_gemma":[0.7696227,0.0006388429,0.22734043,0.000030588693,0.000023541612,0.00024126249,0.00010195764,0.000103189595,0.0018974812],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977677,0.00056762126,0.000079062345,0.00015524776,0.0013185921,0.000111698835],"domain_scores_gemma":[0.99822074,0.0007340155,0.00022207231,0.00047418545,0.0002837262,0.00006532371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020449911,0.0006170527,0.0005050544,0.0007140984,0.00045388608,0.00061433495,0.0007095382,0.00054448075,0.0020978355],"category_scores_gemma":[0.002444503,0.0003884968,0.0003934066,0.0006066082,0.00062569126,0.00073115283,0.0008012628,0.00054081023,0.0007437085],"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":[0.0002552984,0.00021086789,0.0020937372,0.00052084844,0.000020314224,0.00038948967,0.000256301,0.0143065965,0.89874095,0.002426886,0.00041842647,0.08036028],"study_design_scores_gemma":[0.00005800376,0.0032256828,0.00783024,0.000047953086,0.000031042084,0.00093201426,0.00013252183,0.02746401,0.9487843,0.00097456516,0.010437213,0.000082460014],"about_ca_topic_score_codex":0.00038019684,"about_ca_topic_score_gemma":0.000627508,"teacher_disagreement_score":0.0020978355,"about_ca_system_score_codex":0.00030882406,"about_ca_system_score_gemma":0.00035320266,"threshold_uncertainty_score":0.010815084},"labels":[],"label_agreement":null},{"id":"W2397029293","doi":"10.1155/2016/5460823","title":"Wind Turbine Performance in Controlled Conditions: BEM Modeling and Comparison with Experimental Results","year":2016,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Wind Energy Research and Development","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; Ontario Centres of Excellence","keywords":"Aerodynamics; Turbine; Stall (fluid mechanics); Lift (data mining); Computer science; Turbine blade; Airfoil; Rotor (electric); Parametric statistics; Wind power; Blade element momentum theory; Aeroelasticity; Reynolds number; Mechanics; Mechanical engineering; Mathematics; Physics; Engineering; Turbulence","score_opus":0.01310543143821508,"score_gpt":0.27163829335528106,"score_spread":0.258532861917066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397029293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377853,0.00018245788,0.05411697,0.00012019841,0.0000635294,0.00023499616,0.0005898255,0.0010507279,0.005856056],"genre_scores_gemma":[0.9910965,0.000061832,0.0078010093,0.000010198743,0.0000045850516,0.00013818951,0.00021506743,0.000052406067,0.0006201894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995652,0.00006309049,0.000028310313,0.00007571306,0.00022439609,0.00004324978],"domain_scores_gemma":[0.99928385,0.00028575712,0.00006130862,0.00013883474,0.00020927165,0.00002092871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007718149,0.0005090102,0.0005669265,0.0004197721,0.0004622415,0.0006823985,0.0009786633,0.000640104,0.0015981087],"category_scores_gemma":[0.001919442,0.0002320147,0.00038866012,0.0003475583,0.00049319793,0.00067300576,0.00035609084,0.0005470382,0.0003380247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009781648,0.00087232987,0.012217544,0.00048833527,0.000044146138,0.0005269423,0.00041082012,0.7715094,0.16637608,0.0016618989,0.0016639628,0.043250356],"study_design_scores_gemma":[0.00007463094,0.0006959458,0.007884478,0.000019402123,0.000015791062,0.000044798664,0.00006943875,0.9300249,0.05934306,0.00028588128,0.0015114007,0.00003031767],"about_ca_topic_score_codex":0.002606012,"about_ca_topic_score_gemma":0.0025275478,"teacher_disagreement_score":0.002606012,"about_ca_system_score_codex":0.00048808366,"about_ca_system_score_gemma":0.00032886225,"threshold_uncertainty_score":0.0053462386},"labels":[],"label_agreement":null},{"id":"W2612177409","doi":"10.1155/2017/4120862","title":"Active Flow Control in a Radial Vaned Diffuser for Surge Margin Improvement: A Multislot Suction Strategy","year":2017,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","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":"Office National d'études et de Recherches Aérospatiales; Université de Toulouse","keywords":"Diffuser (optics); Mechanics; Centrifugal compressor; Suction; Reynolds-averaged Navier–Stokes equations; Surge; Gas compressor; Boundary layer suction; Boundary layer; Flow (mathematics); Work (physics); Flow separation; Control theory (sociology); Computational fluid dynamics; Impeller; Computer science; Physics; Meteorology; Thermodynamics; Boundary layer control; Optics","score_opus":0.008332923196352024,"score_gpt":0.25520458392058604,"score_spread":0.246871660724234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612177409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6848349,0.00034846837,0.31091383,0.00009267961,0.00003276779,0.000068861096,0.000032930475,0.00040720426,0.0032683264],"genre_scores_gemma":[0.985892,0.00006235121,0.013213064,0.000011005777,0.000005629656,0.000012515133,0.000011284752,0.000008852623,0.00078331336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992085,0.00001495019,0.0000056213707,0.000019418705,0.000023730317,0.000015478767],"domain_scores_gemma":[0.9998795,0.00002773632,0.000031791267,0.00001117965,0.000028556924,0.000021216403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017837383,0.00038160518,0.0003625614,0.00027922052,0.0002006991,0.00044740076,0.0004680132,0.00021692346,0.00075069664],"category_scores_gemma":[0.00020795566,0.0001367484,0.00017345317,0.000107466025,0.0003247453,0.00033659785,0.00049293664,0.00021056118,0.00015508305],"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":[0.00096130394,0.0003053755,0.0015859219,0.00024185577,0.000031982894,0.00022222982,0.0001657681,0.1593533,0.7170217,0.0031291049,0.00036918948,0.11661222],"study_design_scores_gemma":[0.00012271237,0.0013921972,0.001880108,0.000018489556,0.0000234406,0.00009029951,0.00007104533,0.86557513,0.1285647,0.0006363985,0.0015947751,0.000030779724],"about_ca_topic_score_codex":0.0008344138,"about_ca_topic_score_gemma":0.0012714729,"teacher_disagreement_score":0.0008344138,"about_ca_system_score_codex":0.00019974685,"about_ca_system_score_gemma":0.00031997322,"threshold_uncertainty_score":0.0025113225},"labels":[],"label_agreement":null},{"id":"W2735303121","doi":"10.1155/2017/4384187","title":"A Comparison of Off-Grid-Pumped Hydro Storage and Grid-Tied Options for an IRSOFC-HAWT Power Generator","year":2017,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Electricity; Grid; Cost of electricity by source; Environmental science; Wind power; Power (physics); Computer science; Generator (circuit theory); Mains electricity; Electricity generation; Environmental economics; Automotive engineering; Process engineering; Electrical engineering; Economics; Engineering; Thermodynamics; Geology; Physics","score_opus":0.03488640232485327,"score_gpt":0.3520786994492563,"score_spread":0.317192297124403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735303121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694583,0.00091179356,0.0067858687,0.0002492296,0.0000889612,0.00014436965,0.00062916364,0.00021129282,0.021521043],"genre_scores_gemma":[0.9981658,0.00010580541,0.0005974934,0.000009906921,0.0000044685726,0.000014328249,0.000107013206,0.000008632715,0.0009865949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997826,0.000067116445,0.000015612479,0.000036573223,0.000055889323,0.00004216008],"domain_scores_gemma":[0.99950933,0.00025335656,0.00003676154,0.000033934535,0.000106045474,0.000060551643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055116636,0.0005804097,0.0006735634,0.00061033166,0.0004203323,0.00090935704,0.0009230953,0.0006517613,0.00901719],"category_scores_gemma":[0.0007919061,0.0002657834,0.0005072404,0.00046594065,0.0003402728,0.001178562,0.0004644191,0.00047045137,0.00046697914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013829906,0.0013999821,0.012544281,0.0017788749,0.00038550247,0.0014328784,0.00020522432,0.77086437,0.022195872,0.011115769,0.0057473187,0.15849993],"study_design_scores_gemma":[0.0018454659,0.008701749,0.033335984,0.00014480719,0.0005508223,0.0004365261,0.0009371008,0.9128697,0.025297912,0.00599659,0.009738329,0.00014514204],"about_ca_topic_score_codex":0.0040760064,"about_ca_topic_score_gemma":0.008276035,"teacher_disagreement_score":0.00901719,"about_ca_system_score_codex":0.0008524708,"about_ca_system_score_gemma":0.00042724638,"threshold_uncertainty_score":0.030165553},"labels":[],"label_agreement":null},{"id":"W2862553336","doi":"10.1155/2018/6398501","title":"Innovations in Body Force Modeling of Transonic Compressor Blade Rows","year":2018,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","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 Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Hill's Pet Nutrition; Compute Canada","keywords":"Transonic; Computer science; Gas compressor; Distortion (music); Mechanics; Algorithm; Physics; Thermodynamics; Aerodynamics","score_opus":0.00976391881900607,"score_gpt":0.2545149798621513,"score_spread":0.24475106104314526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2862553336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034946874,0.00016534133,0.95145524,0.00023790718,0.000090809255,0.0000737578,0.00025312608,0.00076410704,0.0120128],"genre_scores_gemma":[0.7138209,0.0011509622,0.2574632,0.00016885431,0.00011202807,0.00030281866,0.00064130564,0.0004615386,0.025878383],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997732,0.00003697136,0.000012475627,0.00003301089,0.000121483776,0.0000228028],"domain_scores_gemma":[0.9997962,0.00004767711,0.00002489945,0.000039899587,0.00007830742,0.000013047528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029355526,0.00069779035,0.00041284398,0.00047740858,0.0004531561,0.000863591,0.0010598364,0.00078427274,0.0021953364],"category_scores_gemma":[0.0006784371,0.0003483709,0.000734414,0.0003128812,0.00054078526,0.0007748544,0.0006483151,0.0010410829,0.00071864005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030555944,0.000053864875,0.0018005036,0.00006106042,0.000014003119,0.00010772795,0.00014864103,0.9023252,0.022738028,0.03410503,0.00091747864,0.037697855],"study_design_scores_gemma":[0.0000042840907,0.000017581026,0.00026019412,0.000007262244,0.000002569561,0.000026774878,0.000012795324,0.99085367,0.0027386027,0.0013368935,0.004730198,0.0000091183165],"about_ca_topic_score_codex":0.012611517,"about_ca_topic_score_gemma":0.0075749294,"teacher_disagreement_score":0.012611517,"about_ca_system_score_codex":0.0005770486,"about_ca_system_score_gemma":0.0011465658,"threshold_uncertainty_score":0.02507621},"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}]}