{"meta":{"query_hash":"66a5ddd58e37","filters":{"venue":"Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/66a5ddd58e37","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceeding+of+Sixth+International+Symposium+on+Turbulence+and+Shear+Flow+Phenomena"},"results":[{"id":"W2588478439","doi":"10.1615/tsfp6.1990","title":"REYNOLDS STRESS MEASUREMENTS IN THE WAKE OF A STACK PARTIALLY IMMERSED IN A TURBULENT BOUNDARY LAYER","year":2009,"lang":"en","type":"article","venue":"Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena","topic":"Fluid Dynamics and Turbulent Flows","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":"Wake; Reynolds stress; Boundary layer; Turbulence; Reynolds number; Mechanics; Stack (abstract data type); Boundary layer thickness; Wind tunnel; Physics; Shear stress; Materials science","score_opus":0.019458474842830357,"score_gpt":0.2389214828891593,"score_spread":0.21946300804632893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588478439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994228,0.000013835762,0.00043281994,0.0000038640446,0.0000036645283,0.000002052887,0.00002257772,0.0000123688815,0.00008605214],"genre_scores_gemma":[0.9990601,0.000016761473,0.0007059661,0.0000043278765,0.0000030988547,0.0000030426468,0.00006348728,0.0000036728286,0.0001395601],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991107,0.00000593057,0.000005688262,0.000015059355,0.00003338433,0.000028795206],"domain_scores_gemma":[0.9997434,0.000042700598,0.00005031715,0.000012615221,0.00007520091,0.000075806485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599842,0.00030830278,0.0002808218,0.00036285515,0.00034445053,0.00025445997,0.00020213888,0.00021538866,0.0005608842],"category_scores_gemma":[0.00031945383,0.00015545377,0.00021739119,0.000167008,0.00032813067,0.0002961869,0.00027075317,0.00038398174,0.000100389145],"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":[0.00038626057,0.000083501654,0.009954004,0.000017169012,0.000012864992,0.00020231321,0.00017074232,0.0013620096,0.9855598,0.000086104796,0.00003599295,0.0021292097],"study_design_scores_gemma":[0.00009798701,0.004412655,0.23396802,0.000022061075,0.00008099583,0.00042323145,0.0007963071,0.04820669,0.7112011,0.00024777823,0.00045067962,0.00009250994],"about_ca_topic_score_codex":0.00090302253,"about_ca_topic_score_gemma":0.00094182236,"teacher_disagreement_score":0.00090302253,"about_ca_system_score_codex":0.00012354387,"about_ca_system_score_gemma":0.00015393065,"threshold_uncertainty_score":0.0018763542},"labels":[],"label_agreement":null},{"id":"W2885443953","doi":"10.1615/tsfp6.850","title":"A TWO-FLUID MODEL OF TURBULENT LIQUID-SOLID FLOW IN A HORIZONTAL CHANNEL","year":2009,"lang":"en","type":"article","venue":"Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena","topic":"Granular flow and fluidized beds","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":"Turbulence; Mechanics; Reynolds stress; Materials science; Reynolds number; Turbulence kinetic energy; Two-phase flow; Open-channel flow; Multiphase flow; Two-fluid model; Thermodynamics; Flow (mathematics); Fluid dynamics; Phase (matter); Chemistry; Physics","score_opus":0.011691537451796307,"score_gpt":0.23097286481442533,"score_spread":0.21928132736262904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885443953","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27070954,0.00083656,0.7065221,0.0005600929,0.00027373183,0.00026216923,0.00082344457,0.00094326807,0.01906912],"genre_scores_gemma":[0.9352451,0.0005858966,0.050171837,0.00007545424,0.000086378706,0.00034503362,0.00043017944,0.00008829777,0.01297173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978274,0.000044092136,0.000013709494,0.000043729113,0.00006895746,0.000046740413],"domain_scores_gemma":[0.9998115,0.00007383459,0.000025191346,0.000016224414,0.00003992045,0.00003342936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031071386,0.0007120031,0.0009797888,0.0004991643,0.0006583598,0.0011365267,0.0013456227,0.0012549997,0.0016980658],"category_scores_gemma":[0.0005431553,0.00039240744,0.000801511,0.0005798349,0.0008509353,0.0010286748,0.00069996127,0.00066171633,0.00031965433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035468143,0.000039678856,0.00036979278,0.000028592965,0.000007302211,0.00007720167,0.0000261043,0.9836332,0.002670838,0.0111953365,0.00020167293,0.0017147579],"study_design_scores_gemma":[0.0000101812175,0.000011436716,0.00006722674,0.0000015364832,0.0000017267914,0.0000046930595,0.0000029551372,0.99877685,0.00021148418,0.00067524466,0.00023200359,0.0000046707214],"about_ca_topic_score_codex":0.012543183,"about_ca_topic_score_gemma":0.004228862,"teacher_disagreement_score":0.012543183,"about_ca_system_score_codex":0.00097148307,"about_ca_system_score_gemma":0.0020824515,"threshold_uncertainty_score":0.024940312},"labels":[],"label_agreement":null},{"id":"W4300571555","doi":"10.1615/tsfp6.1290","title":"EFFECT OF ROTOR BLADE SCALING ON GAS TURBINE PERFORMANCE","year":2009,"lang":"en","type":"article","venue":"Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena","topic":"Turbomachinery Performance and Optimization","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 Ottawa","funders":"","keywords":"Blade (archaeology); Stator; Rotor (electric); Turbine blade; Scaling; Turbine; Mechanics; Work (physics); Materials science; Structural engineering; Mechanical engineering; Physics; Engineering; Mathematics; Geometry","score_opus":0.004615648210735685,"score_gpt":0.2126507649672413,"score_spread":0.20803511675650563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300571555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974711,0.00016347035,0.0016925653,0.000014857078,0.000016151957,0.0000089830955,0.000037027734,0.0000838798,0.00051191635],"genre_scores_gemma":[0.9992508,0.00003961095,0.00056507654,0.0000052989058,0.0000052554233,0.0000025626912,0.000027061364,0.00001502208,0.00008920227],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996705,0.00008411263,0.000037327492,0.000066998684,0.000092689224,0.000048409634],"domain_scores_gemma":[0.99831057,0.00090449874,0.0002526466,0.00021961708,0.00023093462,0.00008181531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003873511,0.00068339583,0.00056761643,0.00019788851,0.00023157532,0.0004641009,0.00015830544,0.0003069323,0.0012612249],"category_scores_gemma":[0.0030312524,0.00027868408,0.00026221108,0.00026979533,0.00029549922,0.00048912177,0.00025274372,0.00026676845,0.00022564836],"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":[0.0021117425,0.00029513345,0.041422043,0.00034005725,0.000117833864,0.0014933639,0.00024644606,0.2619118,0.6274162,0.00035262367,0.00041261376,0.06388013],"study_design_scores_gemma":[0.00014683497,0.007121858,0.19196971,0.00006252197,0.0002245079,0.0018738257,0.00045717956,0.24727774,0.5473433,0.00056866946,0.0027890154,0.00016487182],"about_ca_topic_score_codex":0.0003421424,"about_ca_topic_score_gemma":0.00034217778,"teacher_disagreement_score":0.0012612249,"about_ca_system_score_codex":0.00017176388,"about_ca_system_score_gemma":0.00015665354,"threshold_uncertainty_score":0.004219234},"labels":[],"label_agreement":null},{"id":"W4300997066","doi":"10.1615/tsfp6.1530","title":"ANALYSIS OF SECOND MOMENT CLOSURE MODELING FOR A RECTANGULAR SURFACE JET USING DNS DATA","year":2009,"lang":"en","type":"article","venue":"Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena","topic":"Aerodynamics and Acoustics in Jet Flows","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; University of Calgary; Queen's University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Mechanics; Jet (fluid); Turbulence; Vorticity; Anisotropy; Reynolds number; Dissipation; Surface (topology); Physics; Moment (physics); Statistical physics; Geometry; Mathematics; Classical mechanics; Vortex; Optics; Thermodynamics","score_opus":0.028505984397558855,"score_gpt":0.2682607536753497,"score_spread":0.23975476927779082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300997066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683257,0.00014131791,0.027558252,0.00007747527,0.000028055669,0.000041179585,0.00048320653,0.00055033056,0.0027945123],"genre_scores_gemma":[0.9968485,0.000034968147,0.0025813878,0.000006210725,0.0000042191605,0.000017628001,0.00018660522,0.000039140774,0.00028124894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996934,0.000060927294,0.000028694018,0.00003973745,0.00011292715,0.00006427268],"domain_scores_gemma":[0.99818414,0.0010247575,0.00020505639,0.0001557644,0.00035096525,0.000079400976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083037815,0.0005167629,0.0006792111,0.000673921,0.00045023533,0.0007784371,0.0006221994,0.00075966073,0.0008947022],"category_scores_gemma":[0.0023292247,0.00019455548,0.00056521664,0.00040346175,0.0004508959,0.0004257596,0.00029079034,0.00047356487,0.0001482846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002412879,0.000106763335,0.009966582,0.00006494021,0.00001992348,0.00031891858,0.0001314438,0.9613501,0.020417,0.0022414322,0.00032362013,0.004818012],"study_design_scores_gemma":[0.0000045556158,0.000018248567,0.00091844745,0.0000023316388,0.0000013961144,0.000009931013,0.000010551826,0.9972398,0.0016748494,0.00004226091,0.00007312275,0.000004480593],"about_ca_topic_score_codex":0.021179141,"about_ca_topic_score_gemma":0.006161191,"teacher_disagreement_score":0.021179141,"about_ca_system_score_codex":0.0009184172,"about_ca_system_score_gemma":0.0007099731,"threshold_uncertainty_score":0.042111754},"labels":[],"label_agreement":null},{"id":"W4301882951","doi":"10.1615/tsfp6.2090","title":"VORTEX SHEDDING FROM A STEP-CYLINDER IN SHEAR FLOW","year":2009,"lang":"en","type":"article","venue":"Proceeding of Sixth International Symposium on Turbulence and Shear Flow Phenomena","topic":"Fluid Dynamics and Vibration Analysis","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 Ottawa","funders":"","keywords":"Vortex shedding; Reynolds number; Vortex; Shearing (physics); Cylinder; Flow visualization; Mechanics; Laser Doppler velocimetry; Shear flow; Physics; Shear (geology); Velocimetry; Optics; Flow (mathematics); Turbulence; Geometry; Materials science; Mathematics","score_opus":0.007582721966195113,"score_gpt":0.22033663112220453,"score_spread":0.21275390915600942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301882951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896014,0.00004156377,0.0008733536,0.0000043694445,0.0000029674459,0.000002662788,0.000009544036,0.0000065623913,0.00009878528],"genre_scores_gemma":[0.99906844,0.000024800185,0.0007604074,0.0000036783524,0.0000030577435,0.0000014078053,0.00002777738,0.0000015606599,0.00010890406],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999355,0.0000070154274,0.000002851135,0.00000942986,0.000026523332,0.00001864792],"domain_scores_gemma":[0.99972564,0.00008668139,0.00005763283,0.00001807146,0.000059475107,0.00005247394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267177,0.00015634287,0.00022842347,0.00036164056,0.00021967947,0.00027464994,0.00011884258,0.0002475296,0.0003217094],"category_scores_gemma":[0.00045735802,0.000114936,0.00015638238,0.00014422645,0.0003647846,0.0001822279,0.00022240152,0.00016320539,0.000062770625],"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":[0.0006387119,0.0000630862,0.009266582,0.0000524013,0.000014963937,0.00079845503,0.00018765876,0.0071574003,0.9711538,0.0003641779,0.0001230802,0.010179689],"study_design_scores_gemma":[0.00012240729,0.0021648547,0.1623901,0.000035869194,0.00004657116,0.0011660035,0.0004049245,0.21837768,0.6129931,0.0010586818,0.0011685261,0.0000712813],"about_ca_topic_score_codex":0.00046122912,"about_ca_topic_score_gemma":0.00044943712,"teacher_disagreement_score":0.00046122912,"about_ca_system_score_codex":0.00013210105,"about_ca_system_score_gemma":0.00011777211,"threshold_uncertainty_score":0.0010762215},"labels":[],"label_agreement":null}]}