{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"66a5ddd58e37","filters":{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Muyiwa S. Adaramola","is_ca":true},{"name":"Donald J. Bergstrom","is_ca":true},{"name":"David S. Sumner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01945847484283036,"gpt":0.2389214828891593,"spread":0.2194630080463289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599842,0.0003083028,0.0002808218,0.0003628551,0.0003444505,0.00025446,0.0002021389,0.0002153887,0.0005608842],"category_scores_gemma":[0.0003194538,0.0001554538,0.0002173912,0.000167008,0.0003281307,0.0002961869,0.0002707532,0.0003839817,0.0001003891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235439,"about_ca_system_score_gemma":0.0001539307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009030225,"about_ca_topic_score_gemma":0.0009418224,"domain_scores_codex":[0.9999111,0.00000593057,0.000005688262,0.00001505936,0.00003338433,0.00002879521],"domain_scores_gemma":[0.9997434,0.0000427006,0.00005031715,0.00001261522,0.00007520091,0.00007580649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003862606,0.00008350165,0.009954004,0.00001716901,0.00001286499,0.0002023132,0.0001707423,0.00136201,0.9855598,0.0000861048,0.00003599295,0.00212921],"study_design_scores_gemma":[0.00009798701,0.004412655,0.233968,0.00002206107,0.00008099583,0.0004232315,0.0007963071,0.04820669,0.7112011,0.0002477782,0.0004506796,0.00009250994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994228,0.00001383576,0.0004328199,0.000003864045,0.000003664528,0.000002052887,0.00002257772,0.00001236888,0.00008605214],"genre_scores_gemma":[0.9990601,0.00001676147,0.0007059661,0.000004327876,0.000003098855,0.000003042647,0.00006348728,0.000003672829,0.0001395601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009030225,"threshold_uncertainty_score":0.001876354,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Warren R. Dunn","is_ca":true},{"name":"Stavros Tavoularis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007582721966195113,"gpt":0.2203366311222045,"spread":0.2127539091560094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267177,0.0001563429,0.0002284235,0.0003616406,0.0002196795,0.0002746499,0.0001188426,0.0002475296,0.0003217094],"category_scores_gemma":[0.000457358,0.000114936,0.0001563824,0.0001442264,0.0003647846,0.0001822279,0.0002224015,0.0001632054,0.00006277062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132101,"about_ca_system_score_gemma":0.0001177721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004612291,"about_ca_topic_score_gemma":0.0004494371,"domain_scores_codex":[0.9999355,0.000007015427,0.000002851135,0.00000942986,0.00002652333,0.00001864792],"domain_scores_gemma":[0.9997256,0.00008668139,0.00005763283,0.00001807146,0.00005947511,0.00005247394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006387119,0.0000630862,0.009266582,0.0000524013,0.00001496394,0.000798455,0.0001876588,0.0071574,0.9711538,0.0003641779,0.0001230802,0.01017969],"study_design_scores_gemma":[0.0001224073,0.002164855,0.1623901,0.00003586919,0.00004657116,0.001166004,0.0004049245,0.2183777,0.6129931,0.001058682,0.001168526,0.0000712813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989601,0.00004156377,0.0008733536,0.000004369444,0.000002967446,0.000002662788,0.000009544036,0.000006562391,0.00009878528],"genre_scores_gemma":[0.9990684,0.00002480019,0.0007604074,0.000003678352,0.000003057743,0.000001407805,0.00002777738,0.00000156066,0.0001089041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004612291,"threshold_uncertainty_score":0.001076221,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Iftekhar Naqavi","is_ca":true},{"name":"Robert J. Martinuzzi","is_ca":true},{"name":"Eric Savory","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02850598439755886,"gpt":0.2682607536753497,"spread":0.2397547692777908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008303782,0.0005167629,0.0006792111,0.000673921,0.0004502353,0.0007784371,0.0006221994,0.0007596607,0.0008947022],"category_scores_gemma":[0.002329225,0.0001945555,0.0005652166,0.0004034617,0.0004508959,0.0004257596,0.0002907903,0.0004735649,0.0001482846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184172,"about_ca_system_score_gemma":0.0007099731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02117914,"about_ca_topic_score_gemma":0.006161191,"domain_scores_codex":[0.9996934,0.00006092729,0.00002869402,0.00003973745,0.0001129271,0.00006427268],"domain_scores_gemma":[0.9981841,0.001024758,0.0002050564,0.0001557644,0.0003509652,0.00007940098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002412879,0.0001067633,0.009966582,0.00006494021,0.00001992348,0.0003189186,0.0001314438,0.9613501,0.020417,0.002241432,0.0003236201,0.004818012],"study_design_scores_gemma":[0.000004555616,0.00001824857,0.0009184474,0.000002331639,0.000001396114,0.000009931013,0.00001055183,0.9972398,0.001674849,0.00004226091,0.00007312275,0.000004480593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683257,0.0001413179,0.02755825,0.00007747527,0.00002805567,0.00004117958,0.0004832065,0.0005503306,0.002794512],"genre_scores_gemma":[0.9968485,0.00003496815,0.002581388,0.000006210725,0.00000421916,0.000017628,0.0001866052,0.00003914077,0.0002812489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117914,"threshold_uncertainty_score":0.04211175,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Derek Lastiwka","is_ca":true},{"name":"Dong-Il Chang","is_ca":true},{"name":"Stavros Tavoularis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004615648210735685,"gpt":0.2126507649672413,"spread":0.2080351167565056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003873511,0.0006833958,0.0005676164,0.0001978885,0.0002315753,0.0004641009,0.0001583054,0.0003069323,0.001261225],"category_scores_gemma":[0.003031252,0.0002786841,0.0002622111,0.0002697953,0.0002954992,0.0004891218,0.0002527437,0.0002667684,0.0002256484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717639,"about_ca_system_score_gemma":0.0001566535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003421424,"about_ca_topic_score_gemma":0.0003421778,"domain_scores_codex":[0.9996705,0.00008411263,0.00003732749,0.00006699868,0.00009268922,0.00004840963],"domain_scores_gemma":[0.9983106,0.0009044987,0.0002526466,0.0002196171,0.0002309346,0.00008181531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002111743,0.0002951334,0.04142204,0.0003400572,0.0001178339,0.001493364,0.0002464461,0.2619118,0.6274162,0.0003526237,0.0004126138,0.06388013],"study_design_scores_gemma":[0.000146835,0.007121858,0.1919697,0.00006252197,0.0002245079,0.001873826,0.0004571796,0.2472777,0.5473433,0.0005686695,0.002789015,0.0001648718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974711,0.0001634704,0.001692565,0.00001485708,0.00001615196,0.000008983096,0.00003702773,0.0000838798,0.0005119164],"genre_scores_gemma":[0.9992508,0.00003961095,0.0005650765,0.000005298906,0.000005255423,0.000002562691,0.00002706136,0.00001502208,0.00008920227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261225,"threshold_uncertainty_score":0.004219234,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Ajay Kumar Yerrumshetty","is_ca":true},{"name":"Donald J. Bergstrom","is_ca":true},{"name":"J. D. Bugg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01169153745179631,"gpt":0.2309728648144253,"spread":0.219281327362629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107139,0.0007120031,0.0009797888,0.0004991643,0.0006583598,0.001136527,0.001345623,0.001255,0.001698066],"category_scores_gemma":[0.0005431553,0.0003924074,0.000801511,0.0005798349,0.0008509353,0.001028675,0.0006999613,0.0006617163,0.0003196543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009714831,"about_ca_system_score_gemma":0.002082451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254318,"about_ca_topic_score_gemma":0.004228862,"domain_scores_codex":[0.9997827,0.00004409214,0.00001370949,0.00004372911,0.00006895746,0.00004674041],"domain_scores_gemma":[0.9998115,0.00007383459,0.00002519135,0.00001622441,0.00003992045,0.00003342936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003546814,0.00003967886,0.0003697928,0.00002859297,0.000007302211,0.00007720167,0.0000261043,0.9836332,0.002670838,0.01119534,0.0002016729,0.001714758],"study_design_scores_gemma":[0.00001018122,0.00001143672,0.00006722674,0.000001536483,0.000001726791,0.00000469306,0.000002955137,0.9987769,0.0002114842,0.0006752447,0.0002320036,0.000004670721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2707095,0.00083656,0.7065221,0.0005600929,0.0002737318,0.0002621692,0.0008234446,0.0009432681,0.01906912],"genre_scores_gemma":[0.9352451,0.0005858966,0.05017184,0.00007545424,0.00008637871,0.0003450336,0.0004301794,0.00008829777,0.01297173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01254318,"threshold_uncertainty_score":0.02494031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}