{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"345973ef3140","filters":{"venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu"}},"results":[{"id":"W2917296022","doi":"10.1299/jsmefed.2006._1306-a_","title":"1306 Numerical Experiment of Ultrasonic-Measurement-Integrated Simulation for Three-Dimensional Unsteady Blood Flow(1)","year":2006,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"Ultrasonic sensor; Mechanics; Computer simulation; Acoustics; Flow (mathematics); Materials science; Computer science; Physics","authors":[{"name":"Kenichi Funamoto","is_ca":false},{"name":"Toshiyuki Hayase","is_ca":false},{"name":"Yoshifumi Saijo","is_ca":true},{"name":"Tomoyuki Yambe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01716665770631126,"gpt":0.2203852488462923,"spread":0.203218591139981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006409129,0.0003913597,0.0004377995,0.0003865757,0.0004391508,0.0004284275,0.000693356,0.000787299,0.003220544],"category_scores_gemma":[0.001776219,0.0002731356,0.0003181712,0.0003539548,0.0006656855,0.000537039,0.000362645,0.0004212357,0.0002407354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004611358,"about_ca_system_score_gemma":0.0007327411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217065,"about_ca_topic_score_gemma":0.001705889,"domain_scores_codex":[0.9997011,0.00005008437,0.00002249957,0.00005078621,0.0001354593,0.00003999843],"domain_scores_gemma":[0.9988363,0.0006357784,0.00007276958,0.0001587013,0.0002331302,0.0000633567],"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":[0.001488783,0.0009935567,0.01182802,0.0002778926,0.00007047872,0.0003696669,0.0006592104,0.6987453,0.2381807,0.007569293,0.001820162,0.03799699],"study_design_scores_gemma":[0.00004839281,0.0001893342,0.001845216,0.000005651531,0.00001533731,0.00003996729,0.00003103165,0.9673881,0.02979066,0.0002040546,0.0004211931,0.00002115529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991944,0.0001903227,0.09304717,0.0002375146,0.0001240933,0.00007308683,0.0004789733,0.0007579832,0.005896472],"genre_scores_gemma":[0.9759823,0.00005336254,0.02259869,0.00002133933,0.000009520656,0.00003605508,0.0001715135,0.00004895575,0.001078215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004217065,"threshold_uncertainty_score":0.01077384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626254612","doi":"10.1299/jsmefed.2018.os9-8","title":"Numerical Study on Supersonic Impinging Jet Issuing from Laval Nozzle","year":2018,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Mach number; Supersonic speed; Jet (fluid); Mechanics; Ambient pressure; Overall pressure ratio; Discharge coefficient; Stagnation pressure; Materials science; Aerospace engineering; Physics; Meteorology; Engineering","authors":[{"name":"Hirokazu Fukuda","is_ca":false},{"name":"Yoko SAKAKIBARA","is_ca":false},{"name":"Hiromasa Suzuki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009560599562390797,"gpt":0.2361781502199044,"spread":0.2266175506575136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004093721,0.0006542578,0.001063518,0.0007301147,0.001143282,0.001150018,0.001082001,0.001737023,0.002481198],"category_scores_gemma":[0.001597162,0.0003619727,0.0007477732,0.0006997185,0.001094053,0.0007912092,0.0008002776,0.0007678768,0.000170105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006851488,"about_ca_system_score_gemma":0.0006485963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01653056,"about_ca_topic_score_gemma":0.006729944,"domain_scores_codex":[0.9997254,0.00005796448,0.00001581038,0.00003469863,0.00008059729,0.00008553517],"domain_scores_gemma":[0.9992091,0.0003690801,0.0001332762,0.00003191419,0.0001673065,0.00008929933],"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":[0.0003372066,0.0002300556,0.009500856,0.0002638317,0.00007012814,0.00156843,0.0002310523,0.9658046,0.01107846,0.005426346,0.0007028947,0.00478612],"study_design_scores_gemma":[0.00002657206,0.00005594575,0.001166288,0.000009035458,0.000008790609,0.00003379266,0.00007509065,0.9973792,0.0007586603,0.0002637734,0.0002121774,0.00001066215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537057,0.0008213599,0.02432516,0.0004860228,0.0001743188,0.00009016981,0.0002624881,0.0002209044,0.0199139],"genre_scores_gemma":[0.9888131,0.0002655456,0.007758696,0.00005529899,0.00003838586,0.00005485458,0.0001463675,0.00003294266,0.002834619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653056,"threshold_uncertainty_score":0.03286868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377980644","doi":"10.1299/jsmefed.2022.os12-10","title":"Numerical analysis of acoustic resistance affected by the corner shape of a resonator orifice","year":2022,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Flow Measurement and Analysis","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":"L'Alliance Boviteq","funders":"","keywords":"Body orifice; Acoustics; Helmholtz resonator; Duct (anatomy); Sound pressure; Sound intensity; Resonator; Particle velocity; Materials science; Mechanics; Physics; Optics; Engineering; Sound (geography); Mechanical engineering","authors":[{"name":"Yuka Iwaki","is_ca":false},{"name":"Atsuhiro HONSHO","is_ca":false},{"name":"Fumito NAKANO","is_ca":false},{"name":"Tomohito Nakamori","is_ca":false},{"name":"Masaharu Nishimura","is_ca":true},{"name":"Takashi MATSUNO","is_ca":false},{"name":"Tonau NAKAI","is_ca":false},{"name":"Tomonobu GOTO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008089386259680642,"gpt":0.1995831662730017,"spread":0.191493780013321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460912,0.0003730214,0.0004387855,0.0004132662,0.0003572304,0.0005737047,0.0004090593,0.0008481187,0.001183517],"category_scores_gemma":[0.001267073,0.0002882556,0.0004964254,0.000231004,0.0006391359,0.0003393315,0.0003462812,0.0002791202,0.0001576866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928608,"about_ca_system_score_gemma":0.000354885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528305,"about_ca_topic_score_gemma":0.001532221,"domain_scores_codex":[0.999818,0.00004120812,0.000008908143,0.0000431552,0.00004598585,0.00004270953],"domain_scores_gemma":[0.9994429,0.0002991863,0.00009904929,0.00004390359,0.00008183479,0.00003312014],"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":[0.0002010331,0.00006637708,0.005472008,0.0001254463,0.00003486729,0.000512308,0.0001872631,0.9117342,0.07063954,0.002175899,0.0003145685,0.008536635],"study_design_scores_gemma":[0.000007642653,0.00004087243,0.0008042459,0.000003849155,0.000007281134,0.00002050714,0.00002112689,0.9964921,0.002325024,0.000113701,0.0001548077,0.000008912715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207096,0.0003090855,0.07119887,0.0001516974,0.0000678627,0.00003894872,0.000108723,0.0003129986,0.007102326],"genre_scores_gemma":[0.9912552,0.00006732653,0.007512168,0.000008886665,0.000005230233,0.00001892781,0.00002355317,0.00002102612,0.001087772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003528305,"threshold_uncertainty_score":0.007015526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377965995","doi":"10.1299/jsmefed.2022.os04-14","title":"Experiments on natural convection in a horizontal slot with surface corrugation","year":2022,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Fluid Dynamics and Thin Films","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","funders":"","keywords":"Natural convection; Rayleigh number; Convection; Wavelength; Wavenumber; Rayleigh scattering; Mechanics; Rayleigh–Bénard convection; Thermal; Convection cell; Surface (topology); Amplitude; Materials science; Combined forced and natural convection; Optics; Geology; Geometry; Meteorology; Physics; Mathematics","authors":[{"name":"K. Tamano","is_ca":false},{"name":"Ayumu Inasawa","is_ca":false},{"name":"Mizuki INOKOSHI","is_ca":false},{"name":"J. M. Floryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004914850268474658,"gpt":0.1835346678522255,"spread":0.1786198175837508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002570074,0.0002536388,0.0002794511,0.0001072685,0.0002197171,0.0001758078,0.0001829982,0.0002428496,0.0006032636],"category_scores_gemma":[0.0004344269,0.0001410709,0.0002122999,0.0001278509,0.0004075386,0.000219761,0.0002576281,0.000343017,0.0000670925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084575,"about_ca_system_score_gemma":0.0001493124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004561785,"about_ca_topic_score_gemma":0.0003156824,"domain_scores_codex":[0.9998509,0.00002096904,0.000008701226,0.00003759559,0.00003538629,0.00004641399],"domain_scores_gemma":[0.9997019,0.0001259565,0.00005161865,0.00003873975,0.00004695465,0.00003478449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002753734,0.00004859863,0.0006812252,0.00004336929,0.000004337192,0.00005257653,0.0001103948,0.001037353,0.9965834,0.0001362741,0.00002297825,0.001004007],"study_design_scores_gemma":[0.00007404366,0.002047145,0.006875101,0.000006839645,0.00001724448,0.00008055212,0.0001127835,0.01618908,0.9740016,0.0001072571,0.0004714933,0.00001686251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999333,0.00003217272,0.0004941965,0.000005489075,0.000005685483,0.000004726363,0.00000990019,0.000008032778,0.0001068393],"genre_scores_gemma":[0.9987808,0.00003324844,0.0009978894,0.000002889216,0.000003442841,0.00000692652,0.00001111083,0.000003274906,0.0001605395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006032636,"threshold_uncertainty_score":0.002018094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2690770139","doi":"10.1299/jsmefed.2003.45","title":"Experiment on Noise Characteristics of Supersonic Jets from a Laval Nozzle","year":2003,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Supersonic speed; Jet noise; Noise (video); Jet (fluid); Acoustics; Materials science; Environmental science; Physics; Aerospace engineering; Mechanics; Engineering; Computer science","authors":[{"name":"Yoshiaki Miyazato","is_ca":false},{"name":"Yong-Hun Kweon","is_ca":false},{"name":"Toshiyuki Aoki","is_ca":false},{"name":"Mitsuharu MASUDA","is_ca":false},{"name":"Heuy Dong Kim","is_ca":false},{"name":"Toshiaki Setoguchi","is_ca":false},{"name":"Kazuyasu MATSUO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007906295912372087,"gpt":0.2059389224254681,"spread":0.1980326265130961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007472574,0.000454813,0.0006672919,0.0003837766,0.0008038867,0.0005267958,0.0007726236,0.0009643423,0.001319402],"category_scores_gemma":[0.00104641,0.0002808256,0.0004748303,0.0002825163,0.0005598865,0.0007727966,0.0006524657,0.0005706882,0.000220463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003990227,"about_ca_system_score_gemma":0.0002567985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312177,"about_ca_topic_score_gemma":0.0008643508,"domain_scores_codex":[0.9994149,0.0001005899,0.00002197761,0.0001644024,0.0001822182,0.0001160143],"domain_scores_gemma":[0.9990162,0.0005129374,0.00006493743,0.00007315938,0.0001803995,0.0001523374],"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":[0.002236433,0.0002123043,0.01046097,0.00005800658,0.00005894382,0.0005954177,0.000573052,0.001609323,0.9801807,0.0002316641,0.00013161,0.003651623],"study_design_scores_gemma":[0.000592599,0.006964607,0.1346492,0.00002883538,0.0003291693,0.0009698028,0.0005986545,0.04124928,0.8119417,0.0003888072,0.002115718,0.0001716305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961388,0.00005229429,0.002906979,0.00004617566,0.00001768642,0.00001337013,0.00007048243,0.00007174301,0.0006824714],"genre_scores_gemma":[0.9982213,0.00003722258,0.0008049438,0.00002664629,0.0000165898,0.000007904667,0.0001359209,0.00002987518,0.0007195693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319402,"threshold_uncertainty_score":0.004413843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043882215","doi":"10.1299/jsmefed.2019.os10-08","title":"Estimation of Internal Flow in the Nozzle for Cold Spray using the outer surface temperature","year":2019,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Mach number; Discharge coefficient; Mechanics; Internal flow; Rocket engine nozzle; Materials science; Stagnation pressure; Supersonic speed; Flow (mathematics); Compressible flow; Stagnation temperature; Gas dynamic cold spray; Volumetric flow rate; Choked flow; Coating; Thermodynamics; Compressibility; Composite material; Stagnation point; Physics; Heat transfer","authors":[{"name":"Komei MAEDA","is_ca":false},{"name":"Soma KAWASE","is_ca":false},{"name":"Kosuke Oku","is_ca":false},{"name":"Kenta TAKE","is_ca":false},{"name":"Hiroshi KATANODA","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0106059746956422,"gpt":0.245914599551007,"spread":0.2353086248553648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005304145,0.0003735502,0.0003468676,0.0005991095,0.0002300428,0.0005069122,0.0002813189,0.000423912,0.0004756013],"category_scores_gemma":[0.0009025017,0.0002334733,0.000310279,0.0003145309,0.0003638352,0.0006242685,0.0002113051,0.000469332,0.0001498824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365802,"about_ca_system_score_gemma":0.0002592863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341193,"about_ca_topic_score_gemma":0.001824895,"domain_scores_codex":[0.9995072,0.00003421641,0.00002311399,0.000109413,0.0002900793,0.00003598877],"domain_scores_gemma":[0.9995073,0.0001265978,0.000119341,0.00003350536,0.0001976795,0.00001549794],"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":[0.00003884992,0.00002027286,0.003947072,0.0001048248,0.000007981781,0.00007658182,0.0001522997,0.0004934507,0.980405,0.0002606571,0.00007132794,0.01442172],"study_design_scores_gemma":[0.000005563086,0.0001155911,0.01389982,0.0000148656,0.00002826262,0.0001785193,0.00007551059,0.01892995,0.9656978,0.00008003959,0.0009424357,0.00003169922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8714078,0.00174441,0.1240338,0.00009141928,0.00008422533,0.00007111313,0.000115346,0.0003624023,0.002089425],"genre_scores_gemma":[0.9601282,0.0006760085,0.03806258,0.00003685259,0.00001227895,0.00003018729,0.00007704325,0.00004288851,0.0009338678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001341193,"threshold_uncertainty_score":0.002805173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2665565628","doi":"10.1299/jsmefed.2010.503","title":"1713 Pressure Distributions around a DC Discharge Plasma Actuator in a Supersonic Flow","year":2010,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plasma actuator; Mach number; Stagnation pressure; Mechanics; Joule heating; Nozzle; Materials science; Electrode; Current (fluid); Flow (mathematics); Supersonic speed; Plasma; Static pressure; Chemistry; Thermodynamics; Physics; Composite material; Dielectric barrier discharge","authors":[{"name":"Kazumi TSUNODA","is_ca":false},{"name":"Yuta YANAIKE","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004758514828824823,"gpt":0.1965830892226735,"spread":0.1918245743938486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591771,0.0001940053,0.0002676591,0.0003173345,0.000319378,0.0005453177,0.000259567,0.0003333487,0.001310904],"category_scores_gemma":[0.000413274,0.0002144272,0.0001656431,0.0001456731,0.0004960314,0.0003082464,0.0002197532,0.0003457335,0.000283555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641759,"about_ca_system_score_gemma":0.0002562968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020169,"about_ca_topic_score_gemma":0.0006481311,"domain_scores_codex":[0.9998479,0.00001438925,0.000004919897,0.00002829424,0.00006735643,0.00003719881],"domain_scores_gemma":[0.9996635,0.0001327961,0.00006313377,0.00001457355,0.00008473689,0.00004130586],"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":[0.0002510114,0.00002095109,0.001239078,0.0000314957,0.0000063742,0.0002288067,0.0001409614,0.0006319972,0.9939258,0.0001907901,0.00009815537,0.003234565],"study_design_scores_gemma":[0.00007837378,0.001476985,0.06815832,0.00001691895,0.00004556356,0.0005490715,0.0003931556,0.02954717,0.8964912,0.0002593833,0.002932338,0.00005166608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956173,0.0001754109,0.00275148,0.00004037299,0.000009836063,0.00001026832,0.00005412632,0.0000498269,0.001291444],"genre_scores_gemma":[0.9988344,0.00006718748,0.0005921727,0.00001393239,0.000008245617,0.000005385827,0.00005405611,0.00001015908,0.0004145406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310904,"threshold_uncertainty_score":0.004385471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2674723473","doi":"10.1299/jsmefed.2004.142","title":"Jet noise reduction by a cross wire device in supersonic jet issuing from a Laval nozzle","year":2004,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Jet (fluid); Nozzle; Jet noise; Supersonic speed; Noise (video); Reduction (mathematics); Physics; Acoustics; Materials science; Aerospace engineering; Mechanics; Engineering; Computer science; Mathematics; Geometry","authors":[{"name":"Daisuke ISOTANI","is_ca":false},{"name":"Yong-Hun Kweon","is_ca":false},{"name":"Yoshiaki Miyazato","is_ca":false},{"name":"Toshiyuki Aoki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006997935615007841,"gpt":0.2270847791841107,"spread":0.2200868435691028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003501816,0.000307325,0.0005507185,0.0002551088,0.0004914503,0.000399987,0.0005565929,0.0007014481,0.001180965],"category_scores_gemma":[0.0005059266,0.0002458294,0.0003359359,0.0001680809,0.0003201444,0.000447107,0.0004566614,0.0002744481,0.0002927741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580861,"about_ca_system_score_gemma":0.0001765641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004163738,"about_ca_topic_score_gemma":0.0004605252,"domain_scores_codex":[0.9997168,0.00005000526,0.00001697091,0.00007359085,0.00008783046,0.00005486381],"domain_scores_gemma":[0.9995498,0.0001785629,0.00007846094,0.0000439397,0.00009956499,0.00004967931],"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":[0.0009664185,0.00009677299,0.001365383,0.00007493843,0.0000179603,0.000486341,0.0001564151,0.0009018416,0.9851469,0.0002306902,0.0002293437,0.01032695],"study_design_scores_gemma":[0.0001205533,0.002280565,0.01467682,0.00001823513,0.0001464369,0.0004492963,0.0001739027,0.03293087,0.9461569,0.0001248236,0.002866014,0.0000556195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781274,0.0003246601,0.01958388,0.0001273066,0.0001007505,0.000015711,0.00002317418,0.0002331314,0.001464084],"genre_scores_gemma":[0.995083,0.0001186634,0.002928835,0.00004287928,0.00003655849,0.000009578962,0.00002765064,0.00002893636,0.001723996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001180965,"threshold_uncertainty_score":0.003950775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2706089335","doi":"10.1299/jsmefed.2015._0903-1_","title":"0903 Numerical Analysis of cryogenic multiphase flow characteristics with a solid phase change within the Laval nozzle","year":2015,"lang":"en","type":"article","venue":"Ryuutai Kougaku Bumon Kouenkai kouen rombunshuu/Ryutai Kogaku Bumon Koenkai koen ronbunshu","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subcooling; Nozzle; Adiabatic process; Materials science; Thermodynamics; Particle (ecology); Liquid nitrogen; Heat flux; Cryogenics; Mechanics; Nuclear engineering; Flow (mathematics); Nitrogen; Heat transfer; Chemistry; Physics; Engineering","authors":[{"name":"Haruto Abe","is_ca":false},{"name":"Jun Ishimoto","is_ca":false},{"name":"Naoya Ochiai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05328850729480429,"gpt":0.3354375310231405,"spread":0.2821490237283362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821621,0.0003053326,0.0003333506,0.0004499526,0.0003871363,0.0005225696,0.0004963022,0.0007535241,0.001875226],"category_scores_gemma":[0.0006732149,0.000225091,0.0004808831,0.0002864381,0.0005281996,0.0003682784,0.0003150624,0.0002911188,0.0001800319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005187035,"about_ca_system_score_gemma":0.0008032278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278576,"about_ca_topic_score_gemma":0.004693262,"domain_scores_codex":[0.9999077,0.00001983155,0.000004316139,0.00001587774,0.00002955343,0.0000226857],"domain_scores_gemma":[0.9997371,0.0001210456,0.00004439514,0.00001745325,0.00006058988,0.00001938145],"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":[0.0001119974,0.00006980421,0.004575715,0.00006953339,0.00002440484,0.0001540619,0.00007999261,0.9719011,0.01335373,0.004169316,0.0002844245,0.005205856],"study_design_scores_gemma":[0.000005198986,0.00001236346,0.0003461291,0.000001699597,0.000001488109,0.000007061274,0.000007099032,0.9987902,0.0005929745,0.0001083762,0.0001247407,0.000002712697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8534797,0.0003441463,0.1285062,0.0002512694,0.00006803754,0.0000827343,0.0002718396,0.000437737,0.0165583],"genre_scores_gemma":[0.9784637,0.00007728533,0.01923617,0.00001466977,0.000006890521,0.00004769988,0.00009634757,0.0000398669,0.002017455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278576,"threshold_uncertainty_score":0.02542269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}