{"meta":{"query_hash":"631bc1d46a35","filters":{"venue":"Noise Control and Acoustics"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/631bc1d46a35","api":"https://metacan.xera.ac/api/v1/cohort?venue=Noise+Control+and+Acoustics"},"results":[{"id":"W1975065294","doi":"10.1115/imece2006-13724","title":"Platform Protection Through Acoustic Signature Management","year":2006,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Signature (topology); Computer science; Fidelity; Range (aeronautics); Real-time computing; Tracking (education); Engineering; Telecommunications; Aerospace engineering","score_opus":0.013677644359539566,"score_gpt":0.21534085786343946,"score_spread":0.2016632135038999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975065294","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17851189,0.0020155804,0.71498215,0.0018719466,0.00072817877,0.00025307937,0.00026512085,0.010698758,0.09067331],"genre_scores_gemma":[0.88471675,0.0009969069,0.079360336,0.0003905299,0.00026504858,0.000063104104,0.0002720341,0.00024916825,0.033686176],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991736,0.00007833811,0.00004232235,0.000096935604,0.0004881206,0.000120673976],"domain_scores_gemma":[0.99886096,0.00015607855,0.00019228223,0.00023884926,0.00048667146,0.00006520087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004468034,0.00060040184,0.00036091625,0.0012358704,0.00057188666,0.0012539763,0.0010894513,0.00074818445,0.004230665],"category_scores_gemma":[0.0019701556,0.00019486534,0.0002467339,0.0005348695,0.00045797334,0.0015240446,0.001547645,0.00052132335,0.0024844538],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003030429,0.000090075235,0.0029031243,0.00017283934,0.000026010783,0.0004965381,0.00032949093,0.009007688,0.2512494,0.009100396,0.0049451203,0.72137624],"study_design_scores_gemma":[0.00009859904,0.0009000258,0.010701071,0.00017992654,0.00012404085,0.0031692695,0.00057394156,0.1749296,0.6044013,0.018235656,0.18653804,0.00014841839],"about_ca_topic_score_codex":0.0009235026,"about_ca_topic_score_gemma":0.0007899706,"teacher_disagreement_score":0.004230665,"about_ca_system_score_codex":0.00038433404,"about_ca_system_score_gemma":0.0007565648,"threshold_uncertainty_score":0.014153004},"labels":[],"label_agreement":null},{"id":"W2013445241","doi":"10.1115/imece2006-15633","title":"CFD Simulation of Flow Tones From Grazing Flow Past a Deep Cavity","year":2006,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Mechanics; Compressible flow; Flow (mathematics); Compressibility; Resonator; Acoustics; Large eddy simulation; Physics; Computational fluid dynamics; Geology; Optics; Meteorology; Turbulence","score_opus":0.0036621272559719522,"score_gpt":0.18615496610773535,"score_spread":0.1824928388517634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013445241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99364245,0.000039688664,0.003548334,0.0000972077,0.000015507896,0.000022074822,0.00017205001,0.000085634194,0.0023769815],"genre_scores_gemma":[0.99702793,0.000019717092,0.0020772067,0.000016053644,0.0000031819955,0.000010875997,0.00009388521,0.0000127054,0.0007384292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999915,0.00001524882,0.0000052981013,0.000013871477,0.000021958427,0.000028678298],"domain_scores_gemma":[0.9995414,0.0002588213,0.000040550214,0.000021310381,0.000055682634,0.00008237667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024122154,0.00033756628,0.00042730014,0.00032039903,0.0005172133,0.0006478933,0.0004022729,0.00085388863,0.0012648737],"category_scores_gemma":[0.0009864771,0.00022171067,0.00030673426,0.0002780344,0.0006772681,0.0003636785,0.00038519345,0.0005198343,0.00008329444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036013976,0.00016235217,0.0103327315,0.000046576777,0.00002463236,0.0005775988,0.00020795598,0.96649253,0.015533176,0.0016539373,0.00041754756,0.0041907607],"study_design_scores_gemma":[0.000021063475,0.0000544714,0.0021171907,0.0000033942151,0.0000032389123,0.000018702862,0.000032865293,0.99632484,0.0011702602,0.00012567008,0.00012053839,0.000007776789],"about_ca_topic_score_codex":0.014412412,"about_ca_topic_score_gemma":0.0071256277,"teacher_disagreement_score":0.014412412,"about_ca_system_score_codex":0.0007554246,"about_ca_system_score_gemma":0.0007260245,"threshold_uncertainty_score":0.02865702},"labels":[],"label_agreement":null},{"id":"W2086718836","doi":"10.1115/imece2005-79162","title":"Challenges of Investigating Fluid-Elastic Lock-In of a Shallow Cavity and a Cantilevered Beam at Low Mach Numbers","year":2005,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Mach number; Instability; Resonator; Mechanics; Cantilever; Boundary layer; Materials science; Shear (geology); Vibration; Acoustics; Physics; Optics; Composite material","score_opus":0.00727400231073393,"score_gpt":0.1993324361966311,"score_spread":0.19205843388589716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086718836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77437747,0.0020589428,0.21648379,0.0012033518,0.000094843956,0.00015251804,0.00011705903,0.0002806911,0.0052314233],"genre_scores_gemma":[0.95922446,0.0007230706,0.038729083,0.00009644858,0.000040527546,0.0001384786,0.000047984246,0.000020721347,0.0009792638],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932265,0.00018336232,0.00003621868,0.00014986892,0.00021613069,0.000091842485],"domain_scores_gemma":[0.9970298,0.001986954,0.00028631173,0.00026660477,0.00029130458,0.00013897146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020189648,0.00038941894,0.00088083994,0.0003615735,0.0007070862,0.001164373,0.0008420484,0.0012675136,0.0011082708],"category_scores_gemma":[0.0036726051,0.0003934175,0.00028351336,0.00024634393,0.0019768444,0.0020382844,0.0010610501,0.0009870026,0.00034094628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002903746,0.00028032906,0.0073198536,0.00046913113,0.000047500187,0.00046184784,0.0005433968,0.03377659,0.89404637,0.021712072,0.000274408,0.040778022],"study_design_scores_gemma":[0.00009541504,0.0011797932,0.013374106,0.000074985175,0.00004594947,0.00060970534,0.001197416,0.31465355,0.62438214,0.039694484,0.0045578936,0.00013451983],"about_ca_topic_score_codex":0.00044571524,"about_ca_topic_score_gemma":0.0004902214,"teacher_disagreement_score":0.0020189648,"about_ca_system_score_codex":0.00048638426,"about_ca_system_score_gemma":0.00060015847,"threshold_uncertainty_score":0.010677397},"labels":[],"label_agreement":null},{"id":"W2164403610","doi":"10.1115/imece2005-79724","title":"Experimental Investigation of the Structural Scattering Due to Impedance Discontinuities on a Cylindrical Shell","year":2005,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Classification of discontinuities; Shell (structure); Harmonic; Scattering; Normal mode; Electrical impedance; Frequency response; Physics; Materials science; Acoustics; Vibration; Optics; Mathematical analysis; Engineering; Mathematics","score_opus":0.009665295913680446,"score_gpt":0.24897801151314009,"score_spread":0.23931271559945963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164403610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952448,0.000014550541,0.003917858,0.00001325863,0.0000043844957,0.000013673049,0.000027112223,0.000034516477,0.00072977995],"genre_scores_gemma":[0.9964863,0.000027420649,0.0027436658,0.000009034526,0.0000027977355,0.000011897652,0.000031051222,0.0000084573285,0.0006793219],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965346,0.000040679955,0.000014346539,0.00004276722,0.00019491643,0.000053806423],"domain_scores_gemma":[0.998988,0.00048350598,0.00012456148,0.00012283471,0.00021627868,0.000064857566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575612,0.00035290074,0.00019852936,0.00021124892,0.0002561627,0.0001732325,0.00032903755,0.00039791616,0.002040602],"category_scores_gemma":[0.0009621823,0.00015264588,0.00016614379,0.00020269587,0.0006264111,0.00023984506,0.0004069244,0.00027439397,0.0001667564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021144115,0.000094026545,0.0008248388,0.00003155345,0.0000033865554,0.00012164771,0.00015836587,0.0019386293,0.9942462,0.00012149086,0.00002854763,0.0022198777],"study_design_scores_gemma":[0.00004632619,0.0032237477,0.01241477,0.000010028797,0.0000129547825,0.00023653987,0.00024234607,0.021333707,0.96192914,0.00009022845,0.00044191166,0.000018342196],"about_ca_topic_score_codex":0.00054282177,"about_ca_topic_score_gemma":0.0006144778,"teacher_disagreement_score":0.002040602,"about_ca_system_score_codex":0.00017359495,"about_ca_system_score_gemma":0.00015418464,"threshold_uncertainty_score":0.0068264604},"labels":[],"label_agreement":null},{"id":"W3214210711","doi":"10.1115/imece2001/nca-23517","title":"Introduction to Thermoacoustic Engines and Refrigerators","year":2001,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermoacoustic heat engine; Thermoacoustics; Refrigeration; Refrigerator car; Environmental science; Engineering; Mechanical engineering; Acoustics; Physics","score_opus":0.0030109395032587123,"score_gpt":0.1799353395353358,"score_spread":0.1769244000320771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214210711","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029806683,0.6293897,0.04551714,0.018724028,0.0328109,0.00012487754,0.00037842582,0.0004934539,0.26958078],"genre_scores_gemma":[0.03609175,0.45340866,0.02094039,0.015012553,0.052903146,0.00021912207,0.0005653383,0.0004831976,0.42037588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994481,0.000088569905,0.000046335696,0.00013468911,0.0002185851,0.00006368856],"domain_scores_gemma":[0.99925095,0.000235267,0.000042024894,0.00006804621,0.00031690442,0.000086778506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006649766,0.0010438513,0.0005949342,0.0014041014,0.0009681706,0.0024917438,0.001215851,0.003024381,0.022147227],"category_scores_gemma":[0.0011910207,0.0007531899,0.0006761956,0.0013677166,0.0020047352,0.003834605,0.0016663912,0.0045292424,0.014816398],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014569992,0.00026560345,0.0008855488,0.0018425707,0.000037463044,0.00042588712,0.0007704513,0.0024464852,0.006542618,0.31047422,0.24508768,0.43107575],"study_design_scores_gemma":[0.000002560349,0.00003670314,0.00021789725,0.00032435337,0.0000034130967,0.00022462416,0.00004101656,0.00034945944,0.0004794789,0.020777525,0.9775258,0.000017191182],"about_ca_topic_score_codex":0.0013064239,"about_ca_topic_score_gemma":0.0012601016,"teacher_disagreement_score":0.022147227,"about_ca_system_score_codex":0.0010502383,"about_ca_system_score_gemma":0.00072565477,"threshold_uncertainty_score":0.074089885},"labels":[],"label_agreement":null}]}