{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"7d903e42673a","filters":{"venue":"20th AIAA Computational Fluid Dynamics Conference"}},"results":[{"id":"W2326473101","doi":"10.2514/6.2011-3695","title":"Parallel High-Order Anisotropic Block-Based Adaptive Mesh Refinement Finite-Volume Scheme","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Finite volume method; Adaptive mesh refinement; Computer science; Scheme (mathematics); Block (permutation group theory); Volume (thermodynamics); Mesh generation; Order (exchange); Computational science; Parallel computing; Finite element method; Mathematics; Physics; Geometry; Mechanics; Engineering; Mathematical analysis; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01797014390069631,"gpt":0.2044223199685474,"spread":0.1864521760678511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001654527,0.0005764859,0.0004730353,0.0002904471,0.0002203586,0.0001182802,0.0005422969,0.0001955168,0.0004118868],"category_scores_gemma":[0.00005009443,0.0006568611,0.0001548487,0.000553694,0.0001572252,0.0002229291,0.0001341409,0.0004003696,0.000247526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003990235,"about_ca_system_score_gemma":0.0003749132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091284,"about_ca_topic_score_gemma":0.0002044432,"domain_scores_codex":[0.9972523,0.00006621624,0.0007563193,0.0006302649,0.0006741018,0.000620837],"domain_scores_gemma":[0.9981335,0.0002338421,0.0001235922,0.0003986786,0.0008518487,0.0002584901],"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":[0.00003531552,0.0001156535,0.0007155366,0.00003320005,0.0001007482,0.00001892799,0.00007982212,0.7152861,0.00007015102,0.2826042,0.0001727937,0.0007675503],"study_design_scores_gemma":[0.001068979,0.0001610885,0.02258568,0.00005622416,0.00003679503,0.000007749533,0.00003835937,0.9584645,0.000007577222,0.01675822,0.000123875,0.0006909498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1002333,0.00008141816,0.8943693,0.000203998,0.0006039756,0.0003776499,0.0003372605,0.0005005012,0.003292629],"genre_scores_gemma":[0.7739543,0.00002620808,0.2241303,0.0002012027,0.00006043642,0.00006521536,0.001164218,0.00007669257,0.0003213505],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6737211,"threshold_uncertainty_score":0.9995883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323183676","doi":"10.2514/6.2011-3405","title":"An Extension of Energy Stable Flux Reconstruction to Unsteady, Non-linear, Viscous Problems on Mixed Grids","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; Nvidia; National Science Foundation","keywords":"Extension (predicate logic); Flux (metallurgy); Energy (signal processing); Computer science; Mechanics; Applied mathematics; Mathematical optimization; Mathematics; Physics; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.03701650000182229,"gpt":0.274661693470315,"spread":0.2376451934684927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002272228,0.0003055147,0.0004005521,0.0002639484,0.00008480795,0.00002505847,0.0003100376,0.0001137877,0.00008440039],"category_scores_gemma":[0.0001005638,0.0003235991,0.00006589769,0.0004333393,0.00009621929,0.0002530158,0.00005666056,0.0001861866,0.00003258224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644117,"about_ca_system_score_gemma":0.00009468912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002482181,"about_ca_topic_score_gemma":0.00001342224,"domain_scores_codex":[0.9981028,0.00008170768,0.000655534,0.0004143761,0.0004436811,0.0003019111],"domain_scores_gemma":[0.9983431,0.0003618044,0.0001355601,0.0003445188,0.000614968,0.0002000773],"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":[0.00003758141,0.0001168076,0.00004680344,0.00007447017,0.00002863745,0.000002583448,0.0001819349,0.8872423,0.002488565,0.06504586,0.00003205709,0.0447024],"study_design_scores_gemma":[0.0002400002,0.0003333013,0.001250221,0.0001523957,0.00001278816,0.00002221041,0.00006185643,0.8866369,0.001761764,0.109213,0.00001519105,0.00030047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09849805,0.00001253334,0.897769,0.00001885385,0.00066577,0.0002337471,0.00006819551,0.0001971573,0.002536707],"genre_scores_gemma":[0.5445923,0.000005764929,0.4551393,0.00004494624,0.00003371781,0.00002321131,0.00009560243,0.00003624856,0.00002889289],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4460942,"threshold_uncertainty_score":0.9999216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997419521","doi":"10.2514/6.2011-3230","title":"A Comparison of Higher-Order Methods on a Set of Canonical Aerodynamics Applications","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Aerodynamics; Set (abstract data type); Computer science; Order (exchange); Applied mathematics; Aerospace engineering; Mathematics; Engineering; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.08941953103483272,"gpt":0.4031236649376007,"spread":0.313704133902768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002793814,0.0002738774,0.0006044977,0.0001793407,0.00005171447,0.00001040553,0.0004246707,0.0001306322,0.00009328595],"category_scores_gemma":[0.000150889,0.0002913456,0.0001016697,0.0005964272,0.0002486898,0.00008187541,0.0000848303,0.0002870298,0.00001345133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340802,"about_ca_system_score_gemma":0.0001339669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008998093,"about_ca_topic_score_gemma":0.000006678735,"domain_scores_codex":[0.997975,0.0001458311,0.0009366857,0.0002920998,0.000410718,0.000239658],"domain_scores_gemma":[0.9969209,0.001732979,0.0002590961,0.0003440528,0.0006282554,0.0001147204],"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":[0.00001974419,0.0001289119,0.0002859711,0.0001345299,0.00006102478,4.251555e-7,0.0002390424,0.5720375,0.0002131214,0.403936,0.00001810148,0.02292564],"study_design_scores_gemma":[0.0001972038,0.0001087547,0.002536878,0.00004972724,0.00002755912,0.00000269035,0.00005176611,0.8138419,0.0003143939,0.182583,0.00007763162,0.0002084316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006795007,0.00008267407,0.9868111,0.00003656652,0.0002159812,0.0003507818,0.0001639783,0.0001442808,0.005399615],"genre_scores_gemma":[0.4570232,0.000006125831,0.5427715,0.0000193634,0.00001610115,0.0000436867,0.00007508817,0.00002687443,0.00001811432],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4502282,"threshold_uncertainty_score":0.9999539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166667176","doi":"10.2514/6.2011-3854","title":"High-Order CENO Finite-Volume Schemes for Multi-Block Unstructured Mesh","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Finite volume method; Computer science; Block (permutation group theory); Volume (thermodynamics); Mesh generation; Order (exchange); Unstructured grid; Polygon mesh; Finite element method; Mathematics; Engineering; Mechanics; Computational fluid dynamics; Structural engineering; Computer graphics (images); Geometry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02370046627397783,"gpt":0.2265333834338571,"spread":0.2028329171598792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001681488,0.0005429183,0.000484191,0.000264766,0.0002405909,0.0001422305,0.00054557,0.000229898,0.0001562625],"category_scores_gemma":[0.0001114296,0.0006127433,0.000181188,0.0004427783,0.0001422608,0.000274712,0.000119311,0.0003091422,0.00007406878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448289,"about_ca_system_score_gemma":0.0002473259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004920888,"about_ca_topic_score_gemma":0.0001580816,"domain_scores_codex":[0.9976065,0.00003741814,0.0007232049,0.0005947867,0.0004265256,0.00061161],"domain_scores_gemma":[0.9980472,0.000267103,0.0001123985,0.000330743,0.001008951,0.0002335822],"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":[0.00002738669,0.00007470553,0.0004289816,0.00007342737,0.0001302239,0.000005430908,0.0001728184,0.6616816,0.0001384376,0.3332201,0.0002005766,0.003846346],"study_design_scores_gemma":[0.001172667,0.00007700911,0.007830594,0.00003853553,0.00004304699,0.00001433164,0.00004265551,0.9620521,0.00002579852,0.0276959,0.0003288852,0.0006784996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09031464,0.00008249933,0.9058855,0.00009669127,0.001121213,0.0005532491,0.0009854567,0.0004766848,0.0004841268],"genre_scores_gemma":[0.6798744,0.0000251597,0.3177495,0.0001002322,0.00008119601,0.00006524069,0.001713478,0.00008415945,0.0003065899],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5895598,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328751027","doi":"10.2514/6.2011-3536","title":"An Evolutionary Geometry Parametrization for Aerodynamic Shape Optimization","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Parametrization (atmospheric modeling); Aerodynamics; Shape optimization; Geometry; Computer science; Mathematical optimization; Mathematics; Physics; Engineering; Structural engineering; Mechanics; Finite element method; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.01721295838113556,"gpt":0.2429686655174393,"spread":0.2257557071363038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001416578,0.0002402487,0.0002488596,0.0003861594,0.0001570542,0.00006236551,0.0003210458,0.0001302729,0.0001964077],"category_scores_gemma":[0.00009406271,0.0002686136,0.00009219267,0.0006751267,0.00007632851,0.0006211253,0.0000283129,0.0001565142,0.00001313433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755084,"about_ca_system_score_gemma":0.00006687039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000706775,"about_ca_topic_score_gemma":0.000005930595,"domain_scores_codex":[0.9986379,0.0000399569,0.0004431869,0.0003233523,0.0002722723,0.0002833242],"domain_scores_gemma":[0.9987965,0.0001358401,0.00009772369,0.000215425,0.0006155056,0.0001389675],"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":[0.00001950016,0.00007145537,0.0003736325,0.00002191167,0.00004071046,0.000001189151,0.00004878175,0.9544481,0.0001513561,0.03107709,0.00005781084,0.01368845],"study_design_scores_gemma":[0.0002058137,0.0001263002,0.003457315,0.00001496219,0.00003070826,0.000009755488,0.00002939638,0.9615669,0.00003961754,0.03420007,0.00001663527,0.0003025835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03248286,0.00006306867,0.9658559,0.00002191074,0.0001685801,0.0003019368,0.00009953838,0.0006389297,0.0003673077],"genre_scores_gemma":[0.5699857,0.00003398527,0.4286864,0.00003483058,0.00002954886,0.00004415942,0.001141274,0.00003151921,0.0000125499],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5375029,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084476577","doi":"10.2514/6.2011-3686","title":"Shock Capturing Anomalies and the Jump Conditions in One Dimension","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; U.S. Department of Energy","keywords":"Dimension (graph theory); Jump; Shock (circulatory); Mathematics; Physics; Combinatorics; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01692047024858954,"gpt":0.1960464603450305,"spread":0.179125990096441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001657371,0.0001947096,0.0002285742,0.0001461563,0.0001124539,0.00006164624,0.0001681705,0.00007302307,0.00007180362],"category_scores_gemma":[0.00002041203,0.0001727685,0.00004478168,0.0001587329,0.00019262,0.0001569674,0.00008064589,0.0002067331,0.00002383178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007620949,"about_ca_system_score_gemma":0.00003869499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436806,"about_ca_topic_score_gemma":0.000378979,"domain_scores_codex":[0.9989775,0.00004281049,0.0003232785,0.0002239816,0.0001904207,0.0002420048],"domain_scores_gemma":[0.9994652,0.0001708179,0.00003273972,0.0001635945,0.0000971535,0.00007052827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003058065,0.00003932622,0.002895859,0.00003549401,0.00004299574,0.0000087422,0.0009837484,0.3869562,0.00009540588,0.6083099,0.00003358975,0.0005681489],"study_design_scores_gemma":[0.0008350754,0.00001561613,0.05262924,0.00005026634,0.00001475934,0.00001251509,0.00005793622,0.910745,0.000008983463,0.03543378,0.000008227921,0.0001886162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394482,0.0003107174,0.05249155,0.0002142571,0.0002913575,0.000324101,0.0000897914,0.0001491225,0.00668093],"genre_scores_gemma":[0.9959216,0.0001080843,0.003570451,0.00008175895,0.00002093149,0.00003466002,0.0001632386,0.00002409292,0.00007524296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5728762,"threshold_uncertainty_score":0.7045296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319988786","doi":"10.2514/6.2011-3070","title":"An Investigation of Multi-Modality in Aerodynamic Shape Optimization","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Mitacs; Canada Research Chairs","keywords":"Aerodynamics; Modality (human–computer interaction); Computer science; Aerospace engineering; Artificial intelligence; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02464253264665993,"gpt":0.2525790630425732,"spread":0.2279365303959133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180408,0.0001678371,0.0002398187,0.0002336012,0.00003401919,0.00001970639,0.0002459814,0.00008998656,0.0000783576],"category_scores_gemma":[0.00003109736,0.000187097,0.0000447326,0.0004284728,0.0001040625,0.0004375711,0.00002625741,0.0001676846,0.000003830117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660314,"about_ca_system_score_gemma":0.0000574538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000632572,"about_ca_topic_score_gemma":0.000140447,"domain_scores_codex":[0.9988417,0.00007243569,0.0004945214,0.0002181039,0.0002042641,0.0001689964],"domain_scores_gemma":[0.9992843,0.00005092531,0.000100057,0.0001763076,0.0002986838,0.00008969703],"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":[0.000008008514,0.00004960653,0.007249345,0.00002262685,0.00001339831,0.000001721144,0.0002946577,0.9788601,0.0009072958,0.008546947,0.000001626733,0.004044654],"study_design_scores_gemma":[0.0001868167,0.0000437098,0.05356444,0.000024788,0.000008913613,0.000002462808,0.0000392464,0.9278786,0.0001687676,0.01790977,1.908203e-7,0.0001723374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3295521,0.00001320977,0.6700303,0.00001489665,0.0000360693,0.00009838123,0.00001706287,0.0001448159,0.00009321137],"genre_scores_gemma":[0.6983238,0.00001756426,0.3013812,0.00001654741,0.000005622301,0.00001112137,0.0002256263,0.00001614055,0.000002402643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3687717,"threshold_uncertainty_score":0.7629595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164610969","doi":"10.2514/6.2011-3698","title":"Validation of a low-cost transitional turbulence model for low-Reynolds-number external aerodynamics","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Aerodynamics; Turbulence; Reynolds number; Reynolds stress equation model; Reynolds decomposition; Computer science; Mechanics; Physics; Aerospace engineering; K-epsilon turbulence model; Statistical physics; Reynolds equation; K-omega turbulence model; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01936503358597992,"gpt":0.2227762682246731,"spread":0.2034112346386932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002265091,0.0004009528,0.0004002994,0.0001741252,0.0001108127,0.00006147277,0.0004386233,0.0001942933,0.0001387384],"category_scores_gemma":[0.00002761283,0.0004590666,0.0002137753,0.0002274278,0.0001360985,0.0003744459,0.00004811542,0.0002295461,0.00003347083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059203,"about_ca_system_score_gemma":0.0002119522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002069424,"about_ca_topic_score_gemma":0.00003567737,"domain_scores_codex":[0.9978038,0.0000299601,0.0007634065,0.0004468631,0.0005062803,0.0004496713],"domain_scores_gemma":[0.9985969,0.0001478731,0.0001285895,0.0002912828,0.0006670801,0.0001682888],"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":[0.00007386821,0.0001224663,0.0003492916,0.0002079777,0.00005349877,0.000002781782,0.0004016289,0.8636912,0.0006853489,0.1330776,0.0000458002,0.001288559],"study_design_scores_gemma":[0.0008508185,0.00003077706,0.001848443,0.0001659528,0.00003858354,0.00001672412,0.00001286143,0.9565991,0.0002422731,0.03974293,0.000002244129,0.0004493307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.346738,0.00001905699,0.6506517,0.00002379443,0.0002962711,0.0004304245,0.0009636602,0.0001223393,0.000754784],"genre_scores_gemma":[0.922985,0.00004024649,0.07528623,0.00005936811,0.0000503011,0.0001211489,0.001274318,0.00006812501,0.0001153083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.576247,"threshold_uncertainty_score":0.9997861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334165163","doi":"10.2514/6.2011-3401","title":"Numerical Prediction of Three-Dimensional Non-Equilibrium Gaseous Flows Using the Gaussian Moment Closure","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Closure (psychology); Moment (physics); Moment closure; Gaussian; Mechanics; Statistical physics; Computer science; Applied mathematics; Physics; Mathematics; Classical mechanics; Turbulence","retraction":null,"screen_n_in":null,"score":{"opus":0.04699418819453175,"gpt":0.2610836199328352,"spread":0.2140894317383034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266022,0.0002848413,0.0003574285,0.0001131913,0.0001473131,0.00003490255,0.0003890682,0.0001276612,0.0002112356],"category_scores_gemma":[0.00006286033,0.0002253651,0.0001531348,0.000227859,0.0002002504,0.0001026039,0.0001495951,0.0002551635,0.00001029649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223627,"about_ca_system_score_gemma":0.0002955074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077603,"about_ca_topic_score_gemma":0.00004468975,"domain_scores_codex":[0.9978981,0.0001061442,0.0006688889,0.0003685897,0.0006252219,0.0003330252],"domain_scores_gemma":[0.9984155,0.0003172873,0.0002850035,0.0003939911,0.0004628437,0.0001253917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002135631,0.0006291663,0.004182946,0.0001387498,0.0002435917,0.00002489018,0.001082822,0.2589831,0.001282438,0.7320318,0.0001711958,0.001015752],"study_design_scores_gemma":[0.0003736696,0.0001277181,0.006685742,0.00007016358,0.00006084542,0.00005531577,0.00005085142,0.7774481,0.00003490556,0.2149367,0.000004087457,0.0001518908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5240385,0.00001683804,0.4744689,0.0001045632,0.0002825246,0.0002855332,0.000145543,0.00003957957,0.0006180145],"genre_scores_gemma":[0.9262449,0.000001626001,0.07340822,0.00005271654,0.00006452241,0.00001528765,0.0001155354,0.00003552089,0.00006165814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184649,"threshold_uncertainty_score":0.9190121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333432515","doi":"10.2514/6.2011-3691","title":"Improved Transient-Fixed-Point Mesh Adaptation Using Orthogonality-Preserving Metric Intersection","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Orthogonality; Intersection (aeronautics); Metric (unit); Computer science; Transient (computer programming); Adaptation (eye); Topology (electrical circuits); Mathematics; Geometry; Combinatorics; Physics; Engineering; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.03095666177779277,"gpt":0.2279525796461669,"spread":0.1969959178683741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003826208,0.0004797543,0.0004128523,0.0005871428,0.0002366946,0.0001612459,0.0004651289,0.0001828373,0.0001860943],"category_scores_gemma":[0.00007549299,0.0005627155,0.0002102213,0.000935521,0.0000973284,0.000660237,0.0001265062,0.0004013977,0.00002415296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006251427,"about_ca_system_score_gemma":0.0002268334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003605951,"about_ca_topic_score_gemma":0.0007511135,"domain_scores_codex":[0.9973872,0.0001002727,0.0008635324,0.0005801925,0.0005425515,0.0005262636],"domain_scores_gemma":[0.9983715,0.0002150679,0.0001442653,0.0003232655,0.0007205263,0.0002253368],"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":[0.00004644795,0.00008559173,0.000288854,0.00008430712,0.000141304,0.000009316622,0.001104265,0.9088057,0.001367029,0.08209909,0.00002396923,0.005944169],"study_design_scores_gemma":[0.0005630414,0.00008048593,0.008733597,0.00006824537,0.00006233124,0.00004399324,0.0003462385,0.9713681,0.00003300832,0.01811968,0.00000895804,0.0005723354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3053335,0.00006051482,0.6911992,0.00003018647,0.0007928967,0.0002977385,0.0001327635,0.0003288848,0.001824241],"genre_scores_gemma":[0.9259684,0.00002385077,0.07299903,0.00006421942,0.00007792927,0.0000276976,0.0007024928,0.00008209913,0.00005426321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6206349,"threshold_uncertainty_score":0.9996824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157328224","doi":"10.2514/6.2011-3046","title":"A Hybrid, Explicit-Implicit, Second Order in Space and Time TVD scheme for One-Dimensional Scalar Conservation Laws","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Conservation law; Scalar (mathematics); Computer science; Scheme (mathematics); Law; Applied mathematics; Mathematics; Mathematical analysis; Geometry; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01605059294999648,"gpt":0.2076208708625644,"spread":0.191570277912568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002885062,0.000394384,0.0004319628,0.0002966506,0.0001362467,0.0001022082,0.0002369889,0.0001372817,0.0001559682],"category_scores_gemma":[0.00006785055,0.0004804547,0.00007841337,0.0003103816,0.000097225,0.0003339792,0.0001114254,0.0002529252,0.00004163212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145886,"about_ca_system_score_gemma":0.0002022297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006805545,"about_ca_topic_score_gemma":0.0002390609,"domain_scores_codex":[0.9979789,0.00004101067,0.0006288274,0.0005427512,0.0003473707,0.0004610892],"domain_scores_gemma":[0.998505,0.0004305831,0.00009071358,0.0002120135,0.0005850751,0.0001766238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00010478,0.0001661327,0.002573968,0.0001589158,0.0001142539,0.0000120692,0.0002358701,0.2739668,0.002796371,0.7179266,0.0004656794,0.001478479],"study_design_scores_gemma":[0.001014429,0.00007253645,0.02195832,0.0000738172,0.00001566159,0.00002953076,0.00001788959,0.8918452,0.00003763399,0.08440039,0.00006623602,0.0004683826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6356875,0.00006690135,0.3615404,0.0002338054,0.0001534016,0.0005143945,0.0004127356,0.0001522431,0.001238598],"genre_scores_gemma":[0.8852571,0.00001383347,0.112757,0.0002899948,0.0000424417,0.00009412439,0.001253631,0.00006985554,0.0002220124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6335263,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323230754","doi":"10.2514/6.2011-3692","title":"Mesh adaptation for unsteady problems via Reduced Order Modeling","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Adaptation (eye); Order (exchange); Distributed computing; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03742824024687141,"gpt":0.2211380160032352,"spread":0.1837097757563638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002511479,0.0004230906,0.0003627992,0.0002507847,0.0002103847,0.0001127385,0.0003759244,0.0001679441,0.00005480271],"category_scores_gemma":[0.00004703889,0.0004876686,0.0001359009,0.0004196849,0.00006238949,0.000359222,0.00006503172,0.0002347399,0.00003822216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723646,"about_ca_system_score_gemma":0.0002322841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007069748,"about_ca_topic_score_gemma":0.0001972315,"domain_scores_codex":[0.9978005,0.00003588725,0.0007277503,0.000514228,0.0004236284,0.0004980637],"domain_scores_gemma":[0.9981723,0.0001728806,0.00009013123,0.0002514341,0.001135315,0.0001778935],"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":[0.00002483284,0.00005453658,0.0000286045,0.0000751063,0.00007511864,0.000001653379,0.000514448,0.8228897,0.000263846,0.1696181,0.0000332386,0.00642079],"study_design_scores_gemma":[0.0006137993,0.00008027219,0.0002335892,0.00005378984,0.00003597794,0.00001530012,0.00009439858,0.9039943,0.000007571005,0.09433924,0.00001757505,0.0005141965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08809331,0.00006902506,0.9080151,0.00007362124,0.0006640663,0.0006806994,0.0002017498,0.0004295609,0.001772824],"genre_scores_gemma":[0.8513687,0.00002909409,0.1464694,0.00006080145,0.00007202754,0.0001326195,0.001672187,0.00008711697,0.0001080663],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7632754,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327763944","doi":"10.2514/6.2011-3690","title":"On Further Development of an Unstructured Space-Marching Technique","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Computational Fluid Dynamics and Aerodynamics","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":"McGill University","funders":"","keywords":"Computer science; Space (punctuation); Development (topology); Mathematics; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.01325977878605948,"gpt":0.2147152210682806,"spread":0.2014554422822211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002159647,0.0003356081,0.0003055374,0.0002934427,0.0001087565,0.00004155698,0.0004000853,0.0001254887,0.00009970626],"category_scores_gemma":[0.00002186045,0.0003596813,0.00007587824,0.0002686845,0.00008978484,0.0001742546,0.00007468779,0.0002666178,0.00001952046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998316,"about_ca_system_score_gemma":0.0002306849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722003,"about_ca_topic_score_gemma":0.0001227717,"domain_scores_codex":[0.9982702,0.00004786131,0.0005712825,0.0003550588,0.0004434535,0.0003121058],"domain_scores_gemma":[0.999068,0.000134497,0.00009176445,0.0002655635,0.0002870934,0.0001530439],"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":[0.00003423358,0.00008359728,0.000115709,0.00004991237,0.00006082597,0.00000648259,0.00103431,0.6276091,0.001609853,0.3536743,0.000008226722,0.01571346],"study_design_scores_gemma":[0.0002659016,0.00007694858,0.009212537,0.00006732356,0.000008672134,0.0000143777,0.00005838699,0.9025593,0.0003928823,0.0869803,0.00001125832,0.0003520571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4108673,0.000008760709,0.5860105,0.00001380283,0.0001781876,0.0002084576,0.00006613121,0.0001619924,0.002484944],"genre_scores_gemma":[0.7550029,0.00000270783,0.2444824,0.00002891683,0.00001757004,0.00002611682,0.000373072,0.00004608401,0.00002028656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3441356,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314514320","doi":"10.2514/6.2011-3589","title":"Parallel Solution Adaptive Scheme for Three-Dimensional Turbulent Diffusion Flames with Detailed Tabulated Chemistry","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto; Compute Canada","keywords":"Turbulence; Diffusion; Turbulent diffusion; Scheme (mathematics); Statistical physics; Computer science; Algorithm; Mechanics; Thermodynamics; Mathematics; Physics; Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01854020742260428,"gpt":0.1996799057405513,"spread":0.181139698317947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008619847,0.0003377887,0.0002773017,0.0000814846,0.0001631731,0.00004403171,0.0002138029,0.0001614248,0.0001882581],"category_scores_gemma":[0.00001735501,0.0003293028,0.00009204745,0.0001778222,0.0001160614,0.0001607325,0.00005672998,0.0002310717,0.00002607355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157562,"about_ca_system_score_gemma":0.0001488457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002035325,"about_ca_topic_score_gemma":0.0001918386,"domain_scores_codex":[0.9985415,0.00001550467,0.0003682385,0.0003747191,0.0003386679,0.0003613094],"domain_scores_gemma":[0.9989336,0.00009554612,0.00008671942,0.0002023837,0.000529507,0.0001522795],"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":[0.0004811906,0.0001565867,0.001015491,0.0000853247,0.0001727291,0.00001298718,0.0001978759,0.9613534,0.001882602,0.03115645,0.0002238536,0.003261471],"study_design_scores_gemma":[0.00125629,0.00009463275,0.01221902,0.00008248773,0.00003295899,0.00003040013,0.00003243266,0.9803581,0.00005524079,0.005390744,0.00002492487,0.0004227593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2994771,0.00005469243,0.6991792,0.00007564418,0.0001113973,0.000355751,0.00007392596,0.0002776433,0.0003946635],"genre_scores_gemma":[0.9047468,0.000007293674,0.09403288,0.00004453292,0.00003130609,0.00008083137,0.0008727305,0.00004723706,0.0001363432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6052697,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320609374","doi":"10.2514/6.2011-3859","title":"Preponderance of hairpin vortices detected from very-large-scale, direct numerical simulations of three flat-plate boundary layers","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada","funders":"U.S. Department of Energy; Canada Research Chairs; U.S. Department of Defense","keywords":"Vortex; Scale (ratio); Physics; Boundary (topology); Boundary value problem; Mechanics; Mathematics; Mathematical analysis; Quantum mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.01422956168974265,"gpt":0.211213914708737,"spread":0.1969843530189944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001145371,0.0003055028,0.0004789324,0.0001736928,0.00009864848,0.00003910876,0.0003063795,0.0001498703,0.000214173],"category_scores_gemma":[0.00005489315,0.0003358376,0.0001392084,0.0003476438,0.0001374197,0.0002612499,0.00008379372,0.000219111,0.00001469808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008275467,"about_ca_system_score_gemma":0.000153915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002646233,"about_ca_topic_score_gemma":0.000750113,"domain_scores_codex":[0.9980448,0.00004864159,0.0007746853,0.0003684394,0.0004307952,0.000332575],"domain_scores_gemma":[0.9986346,0.0003222445,0.0001773555,0.0003495662,0.0003933808,0.0001228566],"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":[0.00007710758,0.0001001078,0.01092936,0.00007315227,0.0002086666,0.000006436863,0.0005310056,0.9784334,0.002351072,0.006311046,0.00001698486,0.0009616403],"study_design_scores_gemma":[0.0005239443,0.00006045631,0.09562374,0.00007871755,0.00005230604,0.000002292123,0.00001607236,0.8951178,0.0003082779,0.007916095,0.00001442833,0.0002859038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.571056,0.0001691812,0.4262891,0.00001001681,0.0002904524,0.0001750056,0.0007974121,0.0001259268,0.001086861],"genre_scores_gemma":[0.9696957,0.00002583058,0.02963399,0.00001385775,0.00002492687,0.00001185448,0.0005226755,0.00004462627,0.00002654404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3986397,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}