{"meta":{"query_hash":"0226f83413f3","filters":{"venue":"Journal of Computational Acoustics"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"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/0226f83413f3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Computational+Acoustics"},"results":[{"id":"W1979462209","doi":"10.1142/s0218396x08003798","title":"VORTEX-GENERATED SOUND IN FLOW ABOUT SPINNING CYLINDERS","year":2008,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Vortex; Physics; Mechanics; Lift (data mining); Cylinder; Wake; Flow (mathematics); Vortex shedding; Acoustics; Discretization; Potential flow; Classical mechanics; Geometry; Mathematics; Reynolds number; Computer science; Mathematical analysis; Turbulence","score_opus":0.013445461976450617,"score_gpt":0.22631873645587175,"score_spread":0.21287327447942114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979462209","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":[0.9848104,0.00008523318,0.013851048,0.00003666543,0.0000119104725,0.0000102263375,0.000010393175,0.000057373938,0.0011267371],"genre_scores_gemma":[0.9966936,0.000032661574,0.0028329687,0.000006350173,0.0000074219456,0.0000051200554,0.000014485665,0.0000071567893,0.00040034694],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989116,0.000020308322,0.0000041288145,0.000012426322,0.000047760965,0.00002412271],"domain_scores_gemma":[0.9998227,0.00007070855,0.00003678043,0.000011401666,0.00003056664,0.000027895043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015776326,0.00027015107,0.0003187581,0.00040876065,0.00034723012,0.00047243945,0.00021852963,0.00030407505,0.0005546403],"category_scores_gemma":[0.0006373595,0.00016463757,0.00022450626,0.00018217509,0.00074078195,0.00036100228,0.0005019258,0.00022991035,0.00008557673],"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":[0.0009832195,0.00012692445,0.00846586,0.00017050942,0.000042128482,0.0026411975,0.00096059905,0.45083836,0.4862115,0.009810549,0.0003931241,0.039356086],"study_design_scores_gemma":[0.000055841443,0.00028657002,0.006826365,0.000010840668,0.000015047879,0.00031508395,0.00019799135,0.94840705,0.041517466,0.0017744175,0.00056219526,0.000031211763],"about_ca_topic_score_codex":0.00090981845,"about_ca_topic_score_gemma":0.00051331805,"teacher_disagreement_score":0.00090981845,"about_ca_system_score_codex":0.00019000887,"about_ca_system_score_gemma":0.00025054146,"threshold_uncertainty_score":0.0018554926},"labels":[],"label_agreement":null},{"id":"W2005976086","doi":"10.1142/s0218396x06003074","title":"SOUND GENERATION BY ONE-CELL AND TWO-CELL VORTICES IN A NONUNIFORM FLOW","year":2006,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Fluid Dynamics and Turbulent Flows","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":"Concordia University","funders":"","keywords":"Mach number; Physics; Vortex; Acoustic wave; Sound pressure; Acoustics; Mechanics; Directivity; Amplitude; Potential flow; Optics","score_opus":0.005762895974367161,"score_gpt":0.19330887186535625,"score_spread":0.1875459758909891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005976086","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":[0.97147894,0.00016598382,0.027467478,0.000035312907,0.000027533157,0.000013914868,0.000014244265,0.00006315103,0.0007334726],"genre_scores_gemma":[0.996207,0.00004433264,0.003455654,0.000004398502,0.0000052769947,0.000005570067,0.000013050626,0.0000042337592,0.00026057978],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998907,0.00002808634,0.0000072451576,0.000016053036,0.000031562875,0.000026265949],"domain_scores_gemma":[0.99953914,0.00019230196,0.00008897683,0.000041288786,0.00008071379,0.000057592908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026957988,0.00045130157,0.00044525936,0.00038697076,0.00023205142,0.00046614523,0.00032799868,0.0004185676,0.00026795734],"category_scores_gemma":[0.00078245095,0.00015143548,0.0002765626,0.00024341728,0.0006661323,0.0004790983,0.00042633995,0.00020482519,0.000048942235],"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":[0.0011007097,0.00023178218,0.017012386,0.00034321682,0.000066731714,0.0019849066,0.0007254023,0.48899144,0.42473158,0.014256548,0.00038426748,0.050171096],"study_design_scores_gemma":[0.00006239099,0.00024771513,0.0024205504,0.000005986168,0.00001779125,0.00014344488,0.00009407605,0.95969254,0.03581155,0.0012170463,0.00026198887,0.0000249745],"about_ca_topic_score_codex":0.0006837636,"about_ca_topic_score_gemma":0.00040846362,"teacher_disagreement_score":0.0006837636,"about_ca_system_score_codex":0.00022986543,"about_ca_system_score_gemma":0.00026911995,"threshold_uncertainty_score":0.0016677976},"labels":[],"label_agreement":null},{"id":"W2011116323","doi":"10.1142/s0218396x11004328","title":"THE USE OF TESSELLATION IN THREE-DIMENSIONAL PARABOLIC EQUATION MODELING","year":2011,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Benchmark (surveying); Grid; Computation; Tessellation (computer graphics); Range (aeronautics); Computer science; Plane (geometry); Mathematical optimization; Applied mathematics; Algorithm; Computational science; Grid method multiplication; Mathematics; Geometry; Computer graphics (images)","score_opus":0.1512394771754866,"score_gpt":0.2780202902765387,"score_spread":0.12678081310105208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011116323","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":[0.015483622,0.00022546506,0.9796901,0.000112317815,0.000032469397,0.00002453524,0.00012501252,0.0005363051,0.0037703293],"genre_scores_gemma":[0.501183,0.0008634289,0.49435422,0.00011660154,0.000031745934,0.00018076555,0.00029792148,0.0003297442,0.0026425964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996153,0.00012243359,0.00002964753,0.00005387353,0.00013719643,0.00004154168],"domain_scores_gemma":[0.9989974,0.00048324038,0.00009519533,0.0001769066,0.00018281121,0.00006453776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060188124,0.0004243485,0.0006545229,0.0005532122,0.000643303,0.0014077739,0.0013713823,0.00088305806,0.0013394374],"category_scores_gemma":[0.0023629586,0.0004904435,0.0011477296,0.0010241249,0.00086978456,0.0013129164,0.001699909,0.00087411824,0.00047684595],"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":[0.000024457437,0.000015372903,0.0008004259,0.000051360137,0.000020750282,0.00007233807,0.000099223456,0.9480882,0.0032098847,0.030610466,0.0005180442,0.016489519],"study_design_scores_gemma":[0.0000032427076,0.000009092343,0.00010689553,0.0000069434013,0.0000035204664,0.000040700466,0.000015034306,0.9910691,0.0012734311,0.005039982,0.0024208114,0.0000112450225],"about_ca_topic_score_codex":0.013716571,"about_ca_topic_score_gemma":0.008393124,"teacher_disagreement_score":0.013716571,"about_ca_system_score_codex":0.0011058073,"about_ca_system_score_gemma":0.0010788075,"threshold_uncertainty_score":0.027273476},"labels":[],"label_agreement":null},{"id":"W2058008365","doi":"10.1142/s0218396x08003786","title":"A FOURTH-ORDER ACCURATE SCHEME FOR SOLVING ONE-DIMENSIONAL HIGHLY NONLINEAR STANDING WAVE EQUATION IN DIFFERENT THERMOVISCOUS FLUIDS","year":2008,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Nonlinear system; Discretization; Attenuation; Physics; Amplitude; Mechanics; Particle velocity; Mathematical analysis; Classical mechanics; Nonlinear acoustics; Mathematics; Optics; Quantum mechanics","score_opus":0.031622992741476535,"score_gpt":0.23928033143431401,"score_spread":0.20765733869283748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058008365","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":[0.024375448,0.00012758406,0.9730599,0.000083369705,0.00011042859,0.00009678713,0.000040967006,0.00029923767,0.0018062949],"genre_scores_gemma":[0.13885696,0.00016755516,0.8550948,0.000041122214,0.000030779618,0.0002785823,0.00011412842,0.00008932986,0.0053267744],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997651,0.000060298626,0.000020248523,0.000015896612,0.00011685092,0.000021676206],"domain_scores_gemma":[0.99948126,0.00019976424,0.000049554776,0.00009023688,0.00015117136,0.00002797675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085097505,0.0005543832,0.00070101634,0.00047073665,0.00041994825,0.0005057127,0.001284641,0.001157252,0.0017321282],"category_scores_gemma":[0.0012660199,0.0003438724,0.00063425483,0.0004076479,0.000654565,0.00082188734,0.0006879462,0.0012276091,0.00045148339],"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":[0.00023024328,0.00022180691,0.0018760645,0.00056127727,0.000094512245,0.0003871585,0.0006012017,0.55769205,0.17430423,0.09591615,0.0018898628,0.16622545],"study_design_scores_gemma":[0.000017227962,0.00003898119,0.00007320539,0.000005974539,0.000005473366,0.000034991866,0.0000077552295,0.9919248,0.00509874,0.001122178,0.0016616698,0.000008894247],"about_ca_topic_score_codex":0.0019540128,"about_ca_topic_score_gemma":0.0019773403,"teacher_disagreement_score":0.0019540128,"about_ca_system_score_codex":0.0005442895,"about_ca_system_score_gemma":0.0010213718,"threshold_uncertainty_score":0.0057945848},"labels":[],"label_agreement":null},{"id":"W2060370841","doi":"10.1016/s0218-396x(01)00042-5","title":"PECan A Canadian Parabolic Equation Model for Underwater Sound Propagation","year":2001,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":32,"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":"Underwater; Acoustics; Sound propagation; Parabolic partial differential equation; Sound (geography); Underwater acoustics; Physics; Geology; Mathematics; Mathematical analysis; Partial differential equation; Oceanography","score_opus":0.0610486893894655,"score_gpt":0.2850662778184223,"score_spread":0.2240175884289568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060370841","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023866141,0.000929342,0.8688582,0.0013713456,0.00049585913,0.00038602637,0.0030298794,0.0008166892,0.1002465],"genre_scores_gemma":[0.44868818,0.0030431717,0.3432043,0.000877614,0.00023905591,0.0012778784,0.0037723633,0.0004342425,0.19846317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996357,0.000034771107,0.000012487515,0.000058231977,0.00021573025,0.000043107924],"domain_scores_gemma":[0.9996301,0.00005350118,0.00002759652,0.00002808427,0.00022824567,0.000032415897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286786,0.0010665973,0.0005899056,0.00066577905,0.0014055389,0.0011603583,0.0028419406,0.001711696,0.0054416023],"category_scores_gemma":[0.0012008614,0.000495124,0.0007493747,0.0013954273,0.0008037243,0.0010622826,0.0013737299,0.0015980167,0.0013957216],"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":[0.000042913693,0.00003755506,0.0009281507,0.00009280396,0.000017044706,0.00029019124,0.00013710801,0.8513338,0.0062500243,0.105080724,0.012613427,0.023176273],"study_design_scores_gemma":[0.000009414229,0.00001029906,0.00017347407,0.000005165789,0.0000045029187,0.00005419866,0.000017590093,0.983751,0.0005929645,0.003477417,0.011883951,0.0000201049],"about_ca_topic_score_codex":0.28354922,"about_ca_topic_score_gemma":0.19087794,"teacher_disagreement_score":0.28354922,"about_ca_system_score_codex":0.002923832,"about_ca_system_score_gemma":0.007316217,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2075628279","doi":"10.1142/s0218396x09003860","title":"EFFECT OF TURBULENCE ON SOUND RADIATION BY VORTEX–BODY INTERACTION","year":2009,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Vortex; Turbulence; Physics; Acoustics; Sound (geography); Directivity; Mechanics; Second sound; Sound speed gradient; Cylinder; Sound intensity; Geometry; Mathematics; Computer science; Telecommunications","score_opus":0.0030955014074742215,"score_gpt":0.23033849352100375,"score_spread":0.22724299211352952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075628279","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":[0.9822724,0.00056900404,0.012795488,0.0000815229,0.000060732375,0.000023266926,0.000016603024,0.00012505453,0.004055954],"genre_scores_gemma":[0.99863064,0.00013095004,0.0007530636,0.000018673578,0.000015189796,0.0000055090445,0.00001101092,0.000025938654,0.0004090191],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963593,0.0000955148,0.00001654594,0.000041663745,0.000099022516,0.0001112508],"domain_scores_gemma":[0.99916184,0.0005561392,0.000079306126,0.000041889627,0.00007400847,0.00008687642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034414034,0.0006880698,0.00093919685,0.00053232035,0.0006571443,0.0009526836,0.00023331509,0.00047511284,0.0017230774],"category_scores_gemma":[0.0013920134,0.00037931095,0.00072743214,0.00024040643,0.0011476246,0.00065952376,0.001133529,0.00044293085,0.00025482147],"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":[0.0019596254,0.00019181406,0.014111512,0.00037023055,0.00017024377,0.0024373028,0.0006764971,0.17764977,0.76708335,0.005218708,0.00037187067,0.029759048],"study_design_scores_gemma":[0.00057828554,0.0026955684,0.06007644,0.00011336754,0.00045013393,0.0019779787,0.0007871098,0.58983445,0.334922,0.005396399,0.0029082086,0.00026015032],"about_ca_topic_score_codex":0.0005656206,"about_ca_topic_score_gemma":0.00026134102,"teacher_disagreement_score":0.0017230774,"about_ca_system_score_codex":0.0003283685,"about_ca_system_score_gemma":0.00033864222,"threshold_uncertainty_score":0.0057643056},"labels":[],"label_agreement":null},{"id":"W2127159611","doi":"10.1142/s0218396x14500076","title":"A Two-Dimensional Study of Finite Amplitude Sound Waves in a Trumpet Using the Discontinuous Galerkin Method","year":2014,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Euler equations; Compressibility; Nonlinear system; Mathematics; Mathematical analysis; Waveform; Discontinuous Galerkin method; Galerkin method; Curse of dimensionality; Mouthpiece; Amplitude; Nonlinear acoustics; Acoustics; Physics; Finite element method; Mechanics; Optics","score_opus":0.030399311494917,"score_gpt":0.3158598904955866,"score_spread":0.2854605790006696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127159611","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":[0.7709818,0.0007521841,0.21753472,0.0005691714,0.00014065097,0.00012695613,0.000115110175,0.00015782718,0.009621669],"genre_scores_gemma":[0.9717543,0.00032845372,0.02392465,0.00004098581,0.000029692786,0.000066591856,0.00005066515,0.00002712034,0.0037775766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999874,0.00003908011,0.0000057024768,0.000020461395,0.00004414274,0.000016654569],"domain_scores_gemma":[0.99956113,0.00028131236,0.000057679812,0.000024447405,0.000040641145,0.000034735967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033076518,0.00047305416,0.0005210122,0.00041698254,0.0004620996,0.0009127311,0.000920821,0.0012670417,0.0012100507],"category_scores_gemma":[0.0010406421,0.0002671301,0.00036781773,0.00032947073,0.0013246326,0.0006768149,0.0005470724,0.00076150795,0.00012501249],"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":[0.00015189746,0.00016269943,0.0027342418,0.0002497628,0.00003692129,0.0010327264,0.00026911055,0.917503,0.05412933,0.015229293,0.00037286783,0.00812809],"study_design_scores_gemma":[0.000011827377,0.000045554723,0.00041753447,0.0000070477954,0.0000027981866,0.00005976628,0.000034275912,0.99691224,0.0015413288,0.00074336166,0.00021237884,0.000011848376],"about_ca_topic_score_codex":0.002313446,"about_ca_topic_score_gemma":0.00088071113,"teacher_disagreement_score":0.002313446,"about_ca_system_score_codex":0.0003757492,"about_ca_system_score_gemma":0.000502478,"threshold_uncertainty_score":0.004599929},"labels":[],"label_agreement":null},{"id":"W2206607262","doi":"10.1142/s0218396x15500228","title":"LOW FREQUENCY BOTTOM REVERBERATION IN A PEKERIS WAVEGUIDE WITH LAMBERT'S RULE","year":2015,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","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":"Defence Research and Development Canada","funders":"","keywords":"Reverberation; Acoustics; Marine mammals and sonar; Waveguide; Computation; Scattering; Computer science; Sonar; Algorithm; Physics; Optics","score_opus":0.023619833797680508,"score_gpt":0.25746843457766533,"score_spread":0.23384860077998482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206607262","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":[0.40902752,0.00042973444,0.5803649,0.00017717326,0.00007968677,0.00003992362,0.00009916659,0.0005567125,0.0092252325],"genre_scores_gemma":[0.9278868,0.000383119,0.06355954,0.00005194598,0.00003425152,0.00003539821,0.00013516555,0.00013307571,0.0077807624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982774,0.000048791964,0.000008331289,0.000029381674,0.000057784237,0.000027882497],"domain_scores_gemma":[0.99955374,0.00027398125,0.000038536335,0.000046523204,0.000063450236,0.000023892522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000518495,0.0005348427,0.0004635089,0.00023895303,0.00025344206,0.0009151581,0.0005451579,0.00068336556,0.000998831],"category_scores_gemma":[0.0010357882,0.00028915785,0.00058387726,0.0002529783,0.00060358254,0.0007934641,0.00059599214,0.0008643595,0.00034117955],"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":[0.00010685466,0.00005538395,0.0013953438,0.000045199482,0.000018309815,0.00025416503,0.00011806861,0.96521354,0.013999724,0.009575632,0.00033354195,0.008884317],"study_design_scores_gemma":[0.000005000075,0.00001709896,0.00013415221,0.0000024305707,0.0000015956529,0.000020078503,0.000017879474,0.99751496,0.0013983474,0.00073936896,0.00014495743,0.000004208823],"about_ca_topic_score_codex":0.005311092,"about_ca_topic_score_gemma":0.002653529,"teacher_disagreement_score":0.005311092,"about_ca_system_score_codex":0.00035377874,"about_ca_system_score_gemma":0.00044495115,"threshold_uncertainty_score":0.010560393},"labels":[],"label_agreement":null},{"id":"W2580793313","doi":"10.1142/s0218396x17500151","title":"Denoising Underwater Acoustic Signals for Applications in Acoustical Oceanography","year":2017,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"European Regional Development Fund; General Secretariat for Research and Technology; European Commission","keywords":"Acoustics; SIGNAL (programming language); Underwater; Energy (signal processing); Noise reduction; Wavelet; Computer science; Noise (video); Underwater acoustics; Geology; Artificial intelligence; Mathematics; Physics; Oceanography; Statistics","score_opus":0.03888846229575608,"score_gpt":0.31187912293358144,"score_spread":0.27299066063782534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580793313","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030942913,0.0005777317,0.9952549,0.00009178864,0.00009643156,0.000018941008,0.000027971591,0.00016796133,0.0006700805],"genre_scores_gemma":[0.06968752,0.0022371376,0.92162293,0.000122045465,0.00020089702,0.00011339483,0.00021714588,0.00016753364,0.005631538],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999726,0.00005225652,0.000016475014,0.000046713252,0.00014492836,0.000013668847],"domain_scores_gemma":[0.9996468,0.00013583114,0.00002971096,0.000047670164,0.00012461987,0.000015367683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005250733,0.00056913815,0.0006574036,0.0006213576,0.0002680332,0.00054361863,0.0005112299,0.0009335125,0.0019355336],"category_scores_gemma":[0.0014789285,0.00022497811,0.00046100476,0.0008064643,0.00048703843,0.0004692345,0.0005091405,0.0009966628,0.0009997264],"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":[0.00018765847,0.0000742272,0.000514755,0.0005424788,0.00008582778,0.00025871836,0.00018840568,0.04119103,0.3484257,0.026379142,0.0040855766,0.57806665],"study_design_scores_gemma":[0.000040573865,0.00032257073,0.001732994,0.00012578689,0.00009365276,0.001265845,0.00010264321,0.7085359,0.19392851,0.02988778,0.06387271,0.000091016576],"about_ca_topic_score_codex":0.000627548,"about_ca_topic_score_gemma":0.0006983928,"teacher_disagreement_score":0.0019355336,"about_ca_system_score_codex":0.00019413355,"about_ca_system_score_gemma":0.00031315573,"threshold_uncertainty_score":0.0064750314},"labels":[],"label_agreement":null},{"id":"W2777208744","doi":"10.1142/s0218396x01001145","title":"ACOUSTIC EXCITATION OF SCHOLTE-STONELEY AND LAMB WAVES ON A REINFORCED CYLINDRICAL SHELL","year":2001,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","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":"STMicroelectronics (Canada)","funders":"Office of Naval Research; U.S. Navy","keywords":"Excitation; Resonance (particle physics); Shell (structure); Lamb waves; Physics; Scattering; Acoustics; Acoustic resonance; Coincidence; Atomic physics; Materials science; Optics; Wave propagation","score_opus":0.026372585959449777,"score_gpt":0.27309959726297656,"score_spread":0.24672701130352678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777208744","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":[0.99144685,0.00003538532,0.005964401,0.000018134224,0.0000062622703,0.000005197177,0.000010587116,0.000037204187,0.0024759814],"genre_scores_gemma":[0.99657875,0.000037991143,0.0020042078,0.000004322203,0.0000020720402,0.0000052906007,0.000011020735,0.0000070208625,0.0013493039],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993336,0.000009549926,0.0000024161084,0.0000098524915,0.000028426704,0.000016427155],"domain_scores_gemma":[0.9998609,0.000039227467,0.000039048904,0.000013879196,0.000023719755,0.000023188855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000980116,0.00023670564,0.00013183666,0.00012744404,0.00015721378,0.00020432564,0.00020825707,0.00021148028,0.0007018968],"category_scores_gemma":[0.00027092127,0.00011889302,0.00012384854,0.000084622,0.00037731617,0.00015110057,0.00048992975,0.00012573421,0.00017455581],"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":[0.00017087956,0.00002214183,0.00095188967,0.000049648752,0.000008095619,0.00040853836,0.00017441712,0.0166203,0.9738887,0.0034147096,0.000109540575,0.0041811015],"study_design_scores_gemma":[0.00007806484,0.0006468751,0.0074151545,0.000013859894,0.000018425313,0.00030567774,0.00016921447,0.22478147,0.7631723,0.0012312629,0.002126181,0.00004138175],"about_ca_topic_score_codex":0.0004280701,"about_ca_topic_score_gemma":0.00046262427,"teacher_disagreement_score":0.0007018968,"about_ca_system_score_codex":0.00013047249,"about_ca_system_score_gemma":0.00011908716,"threshold_uncertainty_score":0.002348125},"labels":[],"label_agreement":null},{"id":"W4211148763","doi":"10.1142/s0218396x00000388","title":"PARABOLIC EQUATION DEVELOPMENT IN THE TWENTIETH CENTURY","year":2000,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":66,"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":"Quarter (Canadian coin); Range (aeronautics); Field (mathematics); Computer science; Operations research; Acoustics; History; Mathematics; Physics; Aerospace engineering; Engineering","score_opus":0.03225814059439195,"score_gpt":0.2674549189774199,"score_spread":0.23519677838302797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211148763","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013694719,0.5180387,0.247385,0.02817886,0.011227382,0.00012171209,0.0007132075,0.0003593302,0.18028116],"genre_scores_gemma":[0.15245402,0.5732104,0.10956672,0.006489337,0.00996199,0.00033285914,0.00082412304,0.00032281064,0.14683773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908817,0.00020257315,0.00008600906,0.00018419694,0.0003899103,0.000049141177],"domain_scores_gemma":[0.9989588,0.00035009324,0.000083940766,0.000079762955,0.00047924183,0.000048119484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011623738,0.00071382534,0.00091054,0.0012771812,0.0005828039,0.0016077183,0.0011463643,0.002065081,0.0039100293],"category_scores_gemma":[0.003016112,0.00051302044,0.0010629633,0.0019448976,0.001325687,0.0023000173,0.0015067812,0.0034127026,0.0023390083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049921593,0.000070180526,0.0012000154,0.0016511185,0.00006116919,0.00047757154,0.00092620065,0.015661526,0.0023529034,0.7728147,0.034839597,0.16989514],"study_design_scores_gemma":[0.000018478097,0.00010832532,0.0015402617,0.0007767331,0.000039056587,0.0006515866,0.00022157558,0.034419317,0.0017261335,0.24654347,0.7138902,0.00006487471],"about_ca_topic_score_codex":0.00507597,"about_ca_topic_score_gemma":0.0018343324,"teacher_disagreement_score":0.00507597,"about_ca_system_score_codex":0.0029068885,"about_ca_system_score_gemma":0.0018838708,"threshold_uncertainty_score":0.021091044},"labels":[],"label_agreement":null},{"id":"W4235923427","doi":"10.1142/s0218396x02001589","title":"BENCHMARKING RANGE-DEPENDENT PROPAGATION MODELING IN MATCHED-FIELD INVERSION","year":2002,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","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":"University of Victoria","funders":"","keywords":"Inversion (geology); Gibbs sampling; Grid; Computer science; Inverse problem; Range (aeronautics); Bayesian probability; Benchmarking; Acoustics; Algorithm; Geology; Mathematics; Artificial intelligence; Physics; Mathematical analysis; Geodesy; Engineering","score_opus":0.04218457131898702,"score_gpt":0.2516838403921503,"score_spread":0.2094992690731633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235923427","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":[0.27347982,0.00013568578,0.7189991,0.00032571435,0.000054154385,0.00009352622,0.000156062,0.002209759,0.0045460965],"genre_scores_gemma":[0.88612205,0.00004377486,0.1128383,0.000067470544,0.000011889094,0.000050897055,0.0001676165,0.000108134576,0.0005897325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999114,0.00035601424,0.00005065793,0.0000926514,0.0002946537,0.00009209158],"domain_scores_gemma":[0.99687517,0.002065168,0.00013292572,0.00044327087,0.00041350635,0.00006981298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024414535,0.0006596926,0.00058364077,0.00044975232,0.000466806,0.0008595351,0.001387207,0.0012945696,0.0012574897],"category_scores_gemma":[0.011617696,0.00036293018,0.00038739986,0.00051361934,0.00060483563,0.00196686,0.00096889265,0.0007581417,0.00042963153],"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":[0.00018158693,0.0000905425,0.00152225,0.000031183852,0.000025753228,0.00004509258,0.000044268214,0.9646918,0.0044021644,0.0031769995,0.00022133243,0.025567118],"study_design_scores_gemma":[0.000011634965,0.000021340424,0.00009351796,0.0000017858524,0.000002464206,0.000007978168,0.000007693469,0.9962308,0.002956045,0.0005615205,0.00010076067,0.000004491131],"about_ca_topic_score_codex":0.011778575,"about_ca_topic_score_gemma":0.0076291044,"teacher_disagreement_score":0.011778575,"about_ca_system_score_codex":0.0007573265,"about_ca_system_score_gemma":0.0011406471,"threshold_uncertainty_score":0.023420036},"labels":[],"label_agreement":null},{"id":"W4238733002","doi":"10.1142/s0218396x01000474","title":"WHAT ABOUT ADIABATIC NORMAL MODES?","year":2001,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":3,"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":"Office of Naval Research","keywords":"Adiabatic process; Benchmark (surveying); Normal mode; Wedge (geometry); Range (aeronautics); Computer science; Inversion (geology); Physics; Geology; Geodesy; Acoustics; Seismology; Optics; Engineering","score_opus":0.024554256389244494,"score_gpt":0.26989889189637867,"score_spread":0.24534463550713417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238733002","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":[0.42903766,0.009402015,0.33546826,0.02854204,0.003979993,0.00021399058,0.00068844855,0.0021522453,0.19051537],"genre_scores_gemma":[0.95257986,0.0042819036,0.022239072,0.0020122146,0.000824838,0.000071326474,0.00020752609,0.000408158,0.017375002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946886,0.00012853752,0.000019372406,0.0000980715,0.00016782193,0.00011730381],"domain_scores_gemma":[0.99808407,0.00070480234,0.00031810525,0.00043557733,0.0002634807,0.0001939756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014700791,0.0005828925,0.00064028986,0.0006640181,0.0010777459,0.0018826704,0.0020771588,0.0015168583,0.011763777],"category_scores_gemma":[0.00826777,0.0003614493,0.0005544855,0.0005483721,0.0028153236,0.00781193,0.0018655199,0.0019480055,0.0018769053],"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":[0.00018030782,0.000075949894,0.006265819,0.00043822054,0.00008588123,0.0002422621,0.0009708042,0.04449652,0.0041869064,0.86686665,0.010345901,0.065844834],"study_design_scores_gemma":[0.000038676746,0.00010437027,0.0018344834,0.00013919613,0.000036240628,0.0003666518,0.0006968703,0.12024084,0.0026774346,0.8577835,0.016001424,0.00008027601],"about_ca_topic_score_codex":0.0033713693,"about_ca_topic_score_gemma":0.0016867749,"teacher_disagreement_score":0.011763777,"about_ca_system_score_codex":0.0004401399,"about_ca_system_score_gemma":0.00056888757,"threshold_uncertainty_score":0.039353788},"labels":[],"label_agreement":null},{"id":"W4241513731","doi":"10.1142/s0218396x16500016","title":"Low frequency bottom reverberation in a Pekeris waveguide with Lambert’s rule","year":2016,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":6,"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":"Reverberation; Acoustics; Scattering; Computation; Waveguide; Marine mammals and sonar; Computer science; Pulse (music); Sonar; Algorithm; Mathematics; Mathematical analysis; Physics; Optics; Telecommunications","score_opus":0.013494687364417163,"score_gpt":0.23995480100964545,"score_spread":0.22646011364522828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241513731","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":[0.5069686,0.0004129173,0.48218986,0.00016428788,0.00007801832,0.00003858796,0.0000917772,0.0005829118,0.009473044],"genre_scores_gemma":[0.93173605,0.00036933407,0.060097206,0.000046206333,0.000030289388,0.000030860414,0.00013144006,0.00012406077,0.007434414],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998292,0.00004707497,0.0000077967625,0.000028285993,0.000060228867,0.000027440497],"domain_scores_gemma":[0.9995059,0.00031553782,0.000037724563,0.00005294461,0.00006343902,0.000024482355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050887605,0.0004870939,0.0004817528,0.0002275737,0.00023529795,0.0008907388,0.0005487517,0.00062710856,0.0009613956],"category_scores_gemma":[0.00096958154,0.00027017324,0.00055019325,0.00026790137,0.00056555675,0.0008003604,0.00053627667,0.0008404508,0.00037200606],"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":[0.00014191416,0.000069783,0.0015010431,0.000057777146,0.000020803243,0.00029753963,0.00014647907,0.9575446,0.018974997,0.010443175,0.0003712171,0.010430618],"study_design_scores_gemma":[0.000005879752,0.000023189468,0.00015654095,0.0000026395373,0.0000018805131,0.0000228406,0.000021607151,0.9968748,0.002056612,0.00068281515,0.00014629342,0.000004898681],"about_ca_topic_score_codex":0.0046767322,"about_ca_topic_score_gemma":0.002357178,"teacher_disagreement_score":0.0046767322,"about_ca_system_score_codex":0.00031796438,"about_ca_system_score_gemma":0.00042997816,"threshold_uncertainty_score":0.00929904},"labels":[],"label_agreement":null},{"id":"W4241638341","doi":"10.1142/s0218396x00000212","title":"MATCHED FIELD TOMOGRAPHIC INVERSION TO DETERMINE RANGE DEPENDENT GEOACOUSTIC PROPERTIES","year":2000,"lang":"en","type":"article","venue":"Journal of Computational 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":"University of Victoria","funders":"","keywords":"Broadband; Inversion (geology); Replica; Range (aeronautics); Geology; Tomography; Acoustics; Computer science; Seismology; Optics; Telecommunications; Physics; Materials science","score_opus":0.027541423477140527,"score_gpt":0.24082589635967275,"score_spread":0.21328447288253222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241638341","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":[0.045030188,0.000082050865,0.9520393,0.000054568805,0.000016994241,0.00003830807,0.00015820606,0.0006181369,0.0019622257],"genre_scores_gemma":[0.4935803,0.00014407883,0.50358987,0.00006972886,0.000028010045,0.00008966532,0.00048949604,0.00011986628,0.0018889679],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990714,0.000016048742,0.0000036565273,0.000015532232,0.000046189547,0.00001127416],"domain_scores_gemma":[0.99983215,0.000071629765,0.000019116278,0.00001995252,0.000048204518,0.00000897218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898392,0.00026247196,0.00020563473,0.0005818332,0.00013636271,0.00034610656,0.00030785633,0.00030139665,0.0018021179],"category_scores_gemma":[0.0011539765,0.0001719792,0.00021501644,0.0005063873,0.00018868821,0.00064835255,0.00034921747,0.00026863953,0.00039065935],"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":[0.00025392222,0.000106074986,0.0060016243,0.00015257428,0.00009586952,0.00017495947,0.00010765893,0.3523366,0.20019463,0.0071978234,0.001958348,0.4314199],"study_design_scores_gemma":[0.00002088108,0.00003109934,0.0019241327,0.000005736468,0.000013943826,0.00008645506,0.000026708381,0.97051126,0.023435403,0.0016923334,0.0022400946,0.000011970887],"about_ca_topic_score_codex":0.0029607334,"about_ca_topic_score_gemma":0.0033853708,"teacher_disagreement_score":0.0029607334,"about_ca_system_score_codex":0.00022296437,"about_ca_system_score_gemma":0.0004380483,"threshold_uncertainty_score":0.006028652},"labels":[],"label_agreement":null},{"id":"W4241713565","doi":"10.1142/s0218396x01000425","title":"PECAN: A CANADIAN PARABOLIC EQUATION MODEL FOR UNDERWATER SOUND PROPAGATION","year":2001,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":34,"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":"Underwater; Underwater acoustics; Acoustics; Mathematical analysis; Azimuth; Wave equation; Born approximation; Context (archaeology); Propagator; Mathematics; Physics; Geology; Geometry; Optics","score_opus":0.061166906307312946,"score_gpt":0.28479385392829054,"score_spread":0.2236269476209776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241713565","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018010853,0.0005880226,0.9251403,0.0009050078,0.00036392646,0.00029492273,0.002309531,0.0007809739,0.051606566],"genre_scores_gemma":[0.4146345,0.0024944937,0.44121212,0.0007261946,0.00021605777,0.0011440738,0.0037885704,0.0005522893,0.13523169],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996669,0.000036676633,0.0000112531925,0.000048186026,0.00019940047,0.00003758573],"domain_scores_gemma":[0.99967825,0.000052430183,0.000026984448,0.000023921695,0.0001894848,0.000029045827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030383657,0.000999584,0.00055017514,0.0005874299,0.0011024657,0.0010452479,0.0030346077,0.0016137693,0.004453654],"category_scores_gemma":[0.0012356838,0.00050556764,0.0006660209,0.001232739,0.0007371939,0.0009838945,0.0014410713,0.0015308836,0.0012003467],"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":[0.000039808216,0.000033837998,0.0007490678,0.000084699575,0.000014469647,0.00021117974,0.00010839824,0.89274466,0.0048009357,0.068901725,0.010256785,0.022054492],"study_design_scores_gemma":[0.000007651664,0.0000076778915,0.00013068004,0.0000038878466,0.0000030705608,0.000037264694,0.000012758486,0.9887644,0.00048296963,0.0021984142,0.008336981,0.000014221532],"about_ca_topic_score_codex":0.24684231,"about_ca_topic_score_gemma":0.16821891,"teacher_disagreement_score":0.24684231,"about_ca_system_score_codex":0.0025224641,"about_ca_system_score_gemma":0.0066872775,"threshold_uncertainty_score":0.4908111},"labels":[],"label_agreement":null},{"id":"W4247409105","doi":"10.1142/s0218396x01001510","title":"AILU FOR HELMHOLTZ PROBLEMS: A NEW PRECONDITIONER BASED ON THE ANALYTIC PARABOLIC FACTORIZATION","year":2001,"lang":"en","type":"article","venue":"Journal of Computational Acoustics","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Preconditioner; Factorization; Incomplete LU factorization; Operator (biology); Applied mathematics; Mathematics; Helmholtz free energy; Block (permutation group theory); Incomplete Cholesky factorization; Computer science; Matrix decomposition; Mathematical optimization; Algorithm; Iterative method; Physics; Combinatorics; Eigenvalues and eigenvectors","score_opus":0.0229813282865195,"score_gpt":0.2601423768195702,"score_spread":0.2371610485330507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247409105","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054383897,0.00021807001,0.9917584,0.00016207519,0.000072205425,0.000042818177,0.000034537134,0.00031482108,0.0019587334],"genre_scores_gemma":[0.08860816,0.0005602261,0.904544,0.00017592778,0.0001527116,0.00030481024,0.00010783004,0.00019318238,0.0053532203],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999521,0.00014706499,0.00002073062,0.000051830382,0.00021276025,0.000046515117],"domain_scores_gemma":[0.99956125,0.00020648769,0.000039138074,0.000055558765,0.00009073721,0.000046878067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085000665,0.0006831185,0.00069256115,0.0005081911,0.00051428535,0.00060518854,0.0007396674,0.0013771954,0.0025479815],"category_scores_gemma":[0.0019963079,0.00029666815,0.0004558266,0.00048186808,0.0009381281,0.0012752606,0.0015044305,0.0015384298,0.0012350007],"study_design_candidate":"theoretical_or_conceptual","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":[0.00048301343,0.00020152736,0.000764547,0.00063992204,0.000069978785,0.00032056976,0.00054318673,0.36711702,0.12544037,0.22830231,0.008275987,0.2678415],"study_design_scores_gemma":[0.00005243137,0.00011769785,0.00009808612,0.000021990643,0.000010284342,0.00006167787,0.000031220956,0.9566953,0.013949799,0.020063486,0.00887526,0.000022664113],"about_ca_topic_score_codex":0.0013952685,"about_ca_topic_score_gemma":0.0014896024,"teacher_disagreement_score":0.0025479815,"about_ca_system_score_codex":0.00035109336,"about_ca_system_score_gemma":0.0010711377,"threshold_uncertainty_score":0.008523822},"labels":[],"label_agreement":null}]}