{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":24,"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":"01b1659e0278","filters":{"venue":"Acoustics"}},"results":[{"id":"W2907887292","doi":"10.3390/acoustics1010008","title":"Turbomachinery Noise Predictions: Present and Future","year":2019,"lang":"en","type":"article","venue":"Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"École Centrale de Lyon; Compute Canada; National Aeronautics and Space Administration","keywords":"Turbomachinery; Reynolds-averaged Navier–Stokes equations; Turbine; Duct (anatomy); Cascade; Acoustics; Computational fluid dynamics; Noise (video); Gas compressor; Airfoil; Aeroacoustics; Lattice Boltzmann methods; Sound pressure; Mechanics; Physics; Engineering; Computer science; Mechanical engineering","authors":[{"name":"Stéphane Moreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002920620466181729,"gpt":0.1847708007125325,"spread":0.1818501802463508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005086842,0.0001321373,0.0001185796,0.00004077054,0.0000404982,0.00003389893,0.00009305681,0.00009976318,0.00006405121],"category_scores_gemma":[0.000006939604,0.0001236762,0.00002556505,0.00007666003,0.00002213995,0.00006264282,0.00004726633,0.0002114002,0.00004328605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002705278,"about_ca_system_score_gemma":0.000008171736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002290343,"about_ca_topic_score_gemma":5.970085e-7,"domain_scores_codex":[0.999414,0.000005424742,0.0001350874,0.0001356045,0.0001246785,0.0001852143],"domain_scores_gemma":[0.9995987,0.00004584293,0.00001518615,0.0002379844,0.00002984741,0.00007239826],"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":[0.00000582257,0.00003398908,0.002161615,0.0002436076,0.00007828254,0.00001285376,0.0001639137,0.9524466,0.01286317,0.001233105,0.02067991,0.01007713],"study_design_scores_gemma":[0.0001712908,0.00002270045,0.006321232,0.00001197137,0.00003323851,0.00001202666,0.00007587662,0.9759712,0.00001862678,0.000346459,0.01686128,0.0001540864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239305,0.001800687,0.0532659,0.0002339539,0.004590746,0.0003489944,0.0001233702,0.000558667,0.01514714],"genre_scores_gemma":[0.9941005,0.001106994,0.00263057,0.00004248902,0.001469962,0.000007700032,0.00001881672,0.00004076733,0.0005822228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07016993,"threshold_uncertainty_score":0.5043371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086269337","doi":"10.3390/acoustics2030036","title":"Tonal-Noise Assessment of Quadrotor-Type UAV Using Source-Mode Expansions","year":2020,"lang":"en","type":"article","venue":"Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Lift (data mining); Acoustics; Aerodynamics; Noise (video); Thrust; Aeroacoustics; Parametric statistics; Ambient noise level; Computer science; Simulation; Engineering; Aerospace engineering; Physics; Sound pressure; Sound (geography); Mathematics","authors":[{"name":"Michel Roger","is_ca":false},{"name":"Stéphane Moreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407401791216396,"gpt":0.2894959598908724,"spread":0.2654219419787084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007024293,0.0001880151,0.0002660669,0.00004346161,0.00006666499,0.00002168489,0.00021291,0.0001117887,0.0000707695],"category_scores_gemma":[0.00009047123,0.0001993966,0.00006855705,0.0002362164,0.00004763726,0.00005372186,0.00008985765,0.0002666926,0.000008665272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000731259,"about_ca_system_score_gemma":0.00007521297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001407042,"about_ca_topic_score_gemma":0.000001788334,"domain_scores_codex":[0.9989461,0.00001420032,0.0003391179,0.0001751109,0.000263388,0.0002620575],"domain_scores_gemma":[0.9993252,0.00009044855,0.00005801385,0.0002564853,0.0001146028,0.0001553139],"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":[0.000002541341,0.00002012131,0.0004661565,0.00009643613,0.00003338778,0.00000639522,0.0001372376,0.7607329,0.2374037,0.0002295726,0.0005723818,0.0002991561],"study_design_scores_gemma":[0.0001635136,0.00005335969,0.00056768,0.00003565977,0.00008886038,0.000002872872,0.0001665624,0.9974743,0.0006122229,0.0001056265,0.0005132325,0.0002160924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4901399,0.00005220377,0.5085376,0.00002573332,0.0003683699,0.0001139931,0.00004405388,0.0001225202,0.0005956455],"genre_scores_gemma":[0.9527521,0.00007739387,0.04670679,0.0001015503,0.0002436993,0.000003474259,0.00001844918,0.00006572557,0.00003082852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4626122,"threshold_uncertainty_score":0.8131159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024058683","doi":"10.3390/acoustics2020018","title":"Experimental and Analytical Investigation of the Tonal Trailing-Edge Noise Radiated by Low Reynolds Number Aerofoils","year":2020,"lang":"en","type":"article","venue":"Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Trailing edge; Airfoil; Noise (video); Acoustics; Reynolds number; Laminar flow; Turbulence; Mechanics; Boundary layer; Bubble; Physics; Flow visualization; Flow (mathematics); Computer science","authors":[{"name":"Gyuzel Yakhina","is_ca":true},{"name":"Michel Roger","is_ca":false},{"name":"Stéphane Moreau","is_ca":true},{"name":"Lap Nguyen","is_ca":false},{"name":"Vladimir V. Golubev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009126484597520855,"gpt":0.2113302986701792,"spread":0.2022038140726583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006012609,0.0001429726,0.0001646005,0.00001139472,0.00004927934,0.00002239843,0.0001443682,0.0000921942,0.00003904997],"category_scores_gemma":[0.00007362098,0.0001232401,0.00004332916,0.0001643235,0.0001499518,0.00004834368,0.00005578485,0.000198169,0.0000058774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002961403,"about_ca_system_score_gemma":0.00002203726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003133796,"about_ca_topic_score_gemma":3.711611e-7,"domain_scores_codex":[0.999242,0.00001602695,0.000246169,0.0001478435,0.0001771138,0.0001708173],"domain_scores_gemma":[0.9995946,0.00006301613,0.00003742918,0.0001395208,0.0000349995,0.0001304634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000108246,0.00002905978,0.00288376,0.0001230295,0.00005936846,0.000004788415,0.0007608081,0.06113143,0.921384,0.0004981126,0.01281758,0.0002972192],"study_design_scores_gemma":[0.0002919593,0.00002582416,0.002361695,0.00002287502,0.00004979007,0.000003323668,0.0001128095,0.9666947,0.03012082,0.00005472975,0.00010658,0.0001549047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855301,0.0001445594,0.01323365,0.0001504854,0.0002156592,0.0001082815,0.00009735364,0.00006789182,0.0004520491],"genre_scores_gemma":[0.9986989,0.00002746292,0.0008819389,0.0002027938,0.0001006899,0.00000365611,0.00002206974,0.00003105093,0.0000313627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9055632,"threshold_uncertainty_score":0.5025587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087813909","doi":"10.3390/acoustics2030037","title":"Identification of Noise Sources in a Realistic Turbofan Rotor Using Large Eddy Simulation","year":2020,"lang":"en","type":"article","venue":"Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Turbofan; Noise (video); Trailing edge; Aerodynamics; Rotor (electric); Acoustics; Leading edge; Aeroacoustics; Large eddy simulation; Mechanical fan; Helicopter rotor; Engineering; Physics; Aerospace engineering; Structural engineering; Vibration; Mechanics; Computer science; Sound pressure; Mechanical engineering; Turbulence","authors":[{"name":"Pavel Kholodov","is_ca":true},{"name":"Stéphane Moreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01658104561769942,"gpt":0.252229556357016,"spread":0.2356485107393166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001217918,0.0001102601,0.0001609351,0.00006045906,0.00003021109,0.00002145299,0.0001183463,0.00008244786,0.00001112999],"category_scores_gemma":[0.000249037,0.0001255175,0.0000305964,0.0002336074,0.00001965112,0.00006464215,0.00003123551,0.0001322581,0.00000477769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005114586,"about_ca_system_score_gemma":0.00001474344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001040777,"about_ca_topic_score_gemma":0.000006495923,"domain_scores_codex":[0.9991462,0.00001321272,0.0003888342,0.0001308775,0.0001512309,0.0001696528],"domain_scores_gemma":[0.9995725,0.00008249098,0.00007620103,0.0001521,0.00006339484,0.0000532946],"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":[0.000004751401,0.00001714896,0.0006290651,0.0001439052,0.000007895352,0.000003455688,0.0004071768,0.8962386,0.102261,0.00008477964,0.00002313419,0.0001791044],"study_design_scores_gemma":[0.0001891815,0.00001235421,0.002252306,0.00002691128,0.00003836567,3.838067e-7,0.0001350435,0.9966231,0.0004245476,0.0001354437,0.00003898131,0.0001233999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5207202,0.00003833756,0.4788545,0.000007799554,0.0001256875,0.0001104498,0.00006567063,0.00005037336,0.00002694567],"genre_scores_gemma":[0.9971849,0.00002105042,0.002547896,0.00002574856,0.0001505613,0.000003686833,0.0000257812,0.00003402129,0.00000639948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764646,"threshold_uncertainty_score":0.5118456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005683000","doi":"10.3390/acoustics2010006","title":"Cyclists′ Exposure to Road Traffic Noise: A Comparison of Three North American and European Cities","year":2020,"lang":"en","type":"article","venue":"Acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Canada Research Chairs","keywords":"Noise (video); Noise exposure; Traffic noise; Cycling; Road traffic; Occupational safety and health; Transport engineering; Environmental health; Poison control; Noise pollution; Environmental science; Geography; Medicine; Noise reduction; Engineering; Computer science; Audiology; Hearing loss","authors":[{"name":"Philippe Apparicio","is_ca":true},{"name":"Jérémy Gelb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05350635000814728,"gpt":0.3559780272698483,"spread":0.302471677261701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001480718,0.0001280655,0.0003200569,0.00004205059,0.0001833604,0.000008468987,0.0001467071,0.00002155881,0.00002407441],"category_scores_gemma":[0.0001523229,0.000111609,0.00002695785,0.0002158883,0.00007756626,0.0000260988,0.0002148572,0.0002343948,0.00006502384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001864896,"about_ca_system_score_gemma":0.00002902768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009573588,"about_ca_topic_score_gemma":0.000446587,"domain_scores_codex":[0.9988543,0.00016518,0.000348216,0.0001984916,0.0001713031,0.0002624824],"domain_scores_gemma":[0.9992217,0.0001469817,0.0001696258,0.0001946621,0.0000659438,0.0002010856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978487,0.0002945664,0.5261411,0.002458357,0.0001882806,0.00005479204,0.05305616,0.02121696,0.006037282,0.0003875298,0.1407705,0.2490966],"study_design_scores_gemma":[0.0004663172,0.0007330898,0.9794349,0.00006756633,0.00009215369,1.385339e-7,0.006578039,0.004446576,0.000007812459,0.000003525338,0.00799735,0.0001725096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911755,0.00007911192,0.004595565,0.001341696,0.0001869299,0.0005477672,0.00003649693,0.00008629669,0.001950684],"genre_scores_gemma":[0.9961319,0.00002747735,0.001282462,0.002099565,0.0002681167,0.00001618186,0.00001097523,0.00002886341,0.0001344488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4532938,"threshold_uncertainty_score":0.4551285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214810246","doi":"10.3390/acoustics4010013","title":"Prediction of Sound Insulation Using Artificial Neural Networks—Part I: Lightweight Wooden Floor Structures","year":2022,"lang":"en","type":"article","venue":"Acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Lunds Universitet; FPInnovations","keywords":"Soundproofing; Acoustics; Octave (electronics); Sound pressure; Artificial neural network; Range (aeronautics); Computer science; Engineering; Artificial intelligence; Physics","authors":[{"name":"Mohamad Bader Eddin","is_ca":true},{"name":"Sylvain Ménard","is_ca":true},{"name":"Delphine Bard","is_ca":false},{"name":"Jean-Luc Kouyoumji","is_ca":false},{"name":"Nikolaos-Georgios Vardaxis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04482516056550696,"gpt":0.2499997802543003,"spread":0.2051746196887934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001853772,0.0001492175,0.0001812415,0.0001483973,0.000230066,0.00003205845,0.0001862127,0.00006842289,0.0002261117],"category_scores_gemma":[0.00005255726,0.0001658725,0.00004507056,0.0003813779,0.00005353032,0.0001057815,0.0001396663,0.0003844061,0.000001916227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319771,"about_ca_system_score_gemma":0.00003695491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263511,"about_ca_topic_score_gemma":8.939217e-7,"domain_scores_codex":[0.9986014,0.00005480748,0.0003710199,0.0001710347,0.0004743386,0.0003274297],"domain_scores_gemma":[0.9994629,0.00007183239,0.00006696823,0.0002454972,0.00008243823,0.00007033609],"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":[0.00002227823,0.00002171462,0.0002376354,0.00004186233,0.00004259895,0.000005203123,0.0001414988,0.9652115,0.03292482,0.0002586612,0.000355493,0.0007367531],"study_design_scores_gemma":[0.0001555337,0.00006649181,0.002638212,0.000003939623,0.00006378516,0.00001225399,0.0001948936,0.9927149,0.0003503286,0.0036149,0.00006022594,0.0001244783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7201405,0.0001858633,0.2778206,0.000008413575,0.001256259,0.00018739,0.0001389108,0.0001273012,0.0001347004],"genre_scores_gemma":[0.9975384,0.000009176115,0.001455054,0.00001073039,0.0008123345,0.00001416227,0.00008199475,0.00005352522,0.00002458893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773979,"threshold_uncertainty_score":0.6764084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110484132","doi":"10.3390/acoustics2040046","title":"Influence of Swept Blades on Low-Order Acoustic Prediction for Axial Fans","year":2020,"lang":"en","type":"article","venue":"Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"H2020 Marie Skłodowska-Curie Actions; École Centrale de Lyon; European Commission; Université de Sherbrooke","keywords":"Airfoil; Noise (video); Acoustics; Trailing edge; Curvature; Aerodynamics; Rotation (mathematics); Blade (archaeology); Turbulence; Computational fluid dynamics; Sensitivity (control systems); Computer science; Physics; Mechanics; Structural engineering; Engineering; Mathematics; Geometry; Electronic engineering","authors":[{"name":"Alessandro Zarri","is_ca":false},{"name":"Julien Christophe","is_ca":false},{"name":"Stéphane Moreau","is_ca":true},{"name":"Christophe Schram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008352197205374529,"gpt":0.2088073308845356,"spread":0.200455133679161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006692972,0.0001989549,0.0002288165,0.00004691139,0.00005968395,0.00001917251,0.0002055799,0.0001491835,0.00001557751],"category_scores_gemma":[0.0004308725,0.0002065304,0.00006261092,0.0002016706,0.00006274998,0.00006646095,0.00003319834,0.0002181427,0.000016261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004309323,"about_ca_system_score_gemma":0.00003623043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001608893,"about_ca_topic_score_gemma":0.000001407181,"domain_scores_codex":[0.9989644,0.000006965888,0.0003369307,0.0002031827,0.0002156046,0.0002729111],"domain_scores_gemma":[0.9992661,0.0001917739,0.00005511414,0.0002026352,0.0001741958,0.0001102191],"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":[0.00002283637,0.00002102482,0.0000671067,0.000322733,0.00003645977,0.000002238714,0.0001993349,0.8654334,0.1313044,0.0001891439,0.001983797,0.0004175705],"study_design_scores_gemma":[0.0003941183,0.0002404927,0.001468557,0.00006158387,0.0001006602,0.000001110692,0.00008217147,0.9949898,0.001999018,0.0002361594,0.0002323596,0.0001939458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5518185,0.00002441256,0.446822,0.0000470262,0.0002911149,0.0002196535,0.0003670824,0.0001728692,0.0002372373],"genre_scores_gemma":[0.9947888,0.00008616551,0.004322972,0.0002196104,0.0004262263,0.00002550216,0.00004024914,0.0000642309,0.00002627783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4429702,"threshold_uncertainty_score":0.8422067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916049538","doi":"10.3390/acoustics1010012","title":"Numerical Prediction of Far-Field Combustion Noise from Aeronautical Engines","year":2019,"lang":"en","type":"article","venue":"Acoustics","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Turbofan; Combustor; Jet engine; Combustion chamber; Combustion; Acoustics; Noise (video); Mechanics; Near and far field; Jet (fluid); Turbine; Aerospace engineering; Engineering; Physics; Computer science; Optics; Chemistry","authors":[{"name":"Mélissa Férand","is_ca":false},{"name":"Thomas Livebardon","is_ca":false},{"name":"Stéphane Moreau","is_ca":true},{"name":"Marlène Sanjosé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005681934795389902,"gpt":0.1912370853386385,"spread":0.1855551505432486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003853231,0.0001051358,0.0001545572,0.00004665299,0.00001409461,0.000009319326,0.00008587079,0.000130198,0.0002366035],"category_scores_gemma":[0.00005786802,0.0001104769,0.00004488153,0.0001103644,0.00001520736,0.00005539273,0.00001854647,0.0001833281,0.00008588192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499002,"about_ca_system_score_gemma":0.00000957903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001144362,"about_ca_topic_score_gemma":8.639708e-7,"domain_scores_codex":[0.9993908,0.000009128659,0.0002108006,0.0001059865,0.0001499346,0.0001333445],"domain_scores_gemma":[0.9995324,0.0001451096,0.00002274684,0.0001969065,0.00004794832,0.00005486971],"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":[0.00003834941,0.00007339639,0.00784169,0.0001012521,0.00005447325,0.000003494602,0.0001216065,0.9428563,0.0383052,0.0007182658,0.002346704,0.00753929],"study_design_scores_gemma":[0.0002761143,0.00006074265,0.02320883,0.00002360426,0.00003925721,0.000002312724,0.00003879064,0.9745203,0.001209563,0.00009549445,0.0004294253,0.00009560229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6425729,0.00006008442,0.3555216,0.00002933938,0.001016345,0.00008593895,0.00005449636,0.0002006764,0.0004585891],"genre_scores_gemma":[0.9976743,0.00006892984,0.001943928,0.00004168791,0.00009987671,0.000002631554,0.00007474351,0.00002123538,0.00007259181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551015,"threshold_uncertainty_score":0.4505118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950000172","doi":"10.3390/acoustics1020026","title":"Wave Mode Identification of Acoustic Emission Signals Using Phase Analysis","year":2019,"lang":"en","type":"article","venue":"Acoustics","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Acoustics; Attenuation; SIGNAL (programming language); Phase velocity; Hilbert–Huang transform; Hilbert transform; Wave propagation; Acoustic emission; Phase (matter); Mode (computer interface); Guided wave testing; Dispersion (optics); Instantaneous phase; Computer science; Physics; Optics; Telecommunications; White noise","authors":[{"name":"Maria Barroso-Romero","is_ca":false},{"name":"Daniel Gagar","is_ca":false},{"name":"Shashank Pant","is_ca":true},{"name":"Marcias Martinez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01585484338954331,"gpt":0.2673758316393611,"spread":0.2515209882498178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001842967,0.0001433265,0.0002658419,0.0002210743,0.00003764159,0.00002995987,0.0001022642,0.0001030084,0.0001031125],"category_scores_gemma":[0.00007427414,0.000145484,0.0001014294,0.0005685555,0.00001991311,0.0001088748,0.00001910028,0.0001139907,0.00001441454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007324454,"about_ca_system_score_gemma":0.00002651517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008597872,"about_ca_topic_score_gemma":4.89216e-7,"domain_scores_codex":[0.9988917,0.00001603581,0.0004638912,0.0001759705,0.0002581398,0.0001943006],"domain_scores_gemma":[0.9992419,0.00009355567,0.0001375085,0.000309057,0.000155073,0.00006287369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003257514,0.00002621161,0.00009272411,0.00006736288,0.00009615911,6.962859e-7,0.00005168043,0.4899247,0.5090774,0.000005968039,0.00002504116,0.000628752],"study_design_scores_gemma":[0.0002730675,0.00002369786,0.0002876852,0.00002489215,0.0008439959,0.000001657173,0.00008753953,0.8804646,0.117558,0.0002864787,0.000004373607,0.000144034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5285888,0.00005233448,0.4709596,0.000001885265,0.0001392413,0.00009836513,0.00004913453,0.00004620468,0.00006445229],"genre_scores_gemma":[0.99676,0.00005241379,0.002934111,0.000006286185,0.00005219667,0.000002684482,0.00007586969,0.00003062409,0.00008581596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4681712,"threshold_uncertainty_score":0.5932663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959252412","doi":"10.3390/acoustics1030027","title":"Commissioning the Acoustical Performance of an Open Office Space Following the Latest Healthy Building Standard: A Case Study","year":2019,"lang":"en","type":"article","venue":"Acoustics","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University","funders":"","keywords":"Distraction; Process (computing); Operationalization; Project commissioning; Architectural engineering; Quality (philosophy); Certification; Perception; Engineering; Computer science; Psychology; Publishing","authors":[{"name":"Amy Kim","is_ca":false},{"name":"Shuoqi Wang","is_ca":false},{"name":"Lindsay J. McCunn","is_ca":true},{"name":"Aleksejs Prozuments","is_ca":false},{"name":"Troy A. Swanson","is_ca":false},{"name":"Kim Lokan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02648770217894487,"gpt":0.3452285847906396,"spread":0.3187408826116948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167695,0.0001735971,0.0002799151,0.00003584716,0.0005548325,0.0001347039,0.000790057,0.00006179957,0.0002470585],"category_scores_gemma":[0.00008365668,0.0001028642,0.00004657927,0.0002302152,0.00007337475,0.0001112929,0.0005914826,0.0003805301,0.00003610464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005822276,"about_ca_system_score_gemma":0.00006127765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191849,"about_ca_topic_score_gemma":0.00007035312,"domain_scores_codex":[0.9983667,0.0002711373,0.0003414373,0.0003002883,0.0003226964,0.0003978165],"domain_scores_gemma":[0.9979886,0.0007527648,0.0001316338,0.0009793949,0.00006575938,0.00008179057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.008774744,0.005962499,0.2559303,0.0009360175,0.003009852,0.006321889,0.1615925,0.444303,0.001284405,0.009071087,0.06121365,0.0416001],"study_design_scores_gemma":[0.006988983,0.01192508,0.02191509,0.0002973865,0.001059233,0.0007180099,0.7554531,0.1821024,0.00002664489,0.00009373569,0.01852092,0.0008993563],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919654,0.00009690863,0.001543001,0.0008963754,0.0009387948,0.001427965,0.00001597183,0.00003432028,0.00308132],"genre_scores_gemma":[0.9964988,0.000004701608,0.001016499,0.000350068,0.00006782573,0.00003354948,0.000002342627,0.00002721713,0.00199899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5938606,"threshold_uncertainty_score":0.4267378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382936514","doi":"10.3390/acoustics5030039","title":"Animal Calling Behaviours and What This Can Tell Us about the Effects of Changing Soundscapes","year":2023,"lang":"en","type":"article","venue":"Acoustics","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Soundscape; Wildlife; Affordance; Foraging; Disturbance (geology); Range (aeronautics); Communication; Ecology; Computer science; Acoustics; Psychology; Human–computer interaction; Biology; Sound (geography); Engineering","authors":[{"name":"Rianna E. Burnham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01172789462804096,"gpt":0.2335357175187691,"spread":0.2218078228907281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001903692,0.0001115554,0.0001411737,0.00002318703,0.0002122725,0.0000535601,0.000162469,0.00003727446,0.0001019871],"category_scores_gemma":[0.00008910184,0.00008239444,0.00003312009,0.0002978297,0.0001552561,0.0001098662,0.0005912589,0.0000971666,0.00003498365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917697,"about_ca_system_score_gemma":0.000003937292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482978,"about_ca_topic_score_gemma":0.000617991,"domain_scores_codex":[0.999163,0.00001989583,0.00012253,0.0001727598,0.0002250296,0.0002967358],"domain_scores_gemma":[0.9995107,0.0002312897,0.00006023689,0.0001447792,0.00000754807,0.00004542405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002950275,0.00008949445,0.8842868,0.0005113863,0.00009250734,0.0001201444,0.008575431,0.001208566,0.03229564,0.000155457,0.006418822,0.06621629],"study_design_scores_gemma":[0.0001535219,0.0001702759,0.9908373,0.0001053261,0.0001390208,0.00000703801,0.001244605,0.004639387,0.001174502,0.00005121082,0.00129289,0.0001849492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980162,0.0009962867,0.00002613069,0.0001360714,0.000146277,0.0001729718,0.000003425073,0.00003726521,0.0004653929],"genre_scores_gemma":[0.9951104,0.004246047,0.000100774,0.0002151456,0.00004611219,0.000009867601,0.000002030611,0.0000147295,0.0002549198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065505,"threshold_uncertainty_score":0.3359948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211595602","doi":"10.3390/acoustics3040044","title":"Sound Reduction of Ventilation Ducts through Walls: Experimental Results and Updated Models","year":2021,"lang":"en","type":"article","venue":"Acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Duct (anatomy); Acoustics; Reduction (mathematics); Sound transmission class; Ventilation (architecture); Transmission loss; Sound (geography); Mathematics; Engineering; Physics; Geometry; Mechanical engineering","authors":[{"name":"Erik Nilsson","is_ca":true},{"name":"Nikolaos-Georgios Vardaxis","is_ca":false},{"name":"Sylvain Ménard","is_ca":true},{"name":"Delphine Bard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03944233518056926,"gpt":0.2786451826141469,"spread":0.2392028474335777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009315657,0.0001033013,0.0001336369,0.00003910068,0.00004431208,0.00002508224,0.00005897646,0.00007232081,0.00002573732],"category_scores_gemma":[0.00004662582,0.0001173205,0.0000194716,0.0002016699,0.00006122799,0.0002117869,0.00006057806,0.0001214835,0.000004977464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008627362,"about_ca_system_score_gemma":0.00002884034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008046261,"about_ca_topic_score_gemma":5.680391e-7,"domain_scores_codex":[0.99915,0.00001968462,0.0002486844,0.0001724413,0.0002245183,0.0001846642],"domain_scores_gemma":[0.9995317,0.0000340963,0.0000345343,0.000215647,0.0001387544,0.00004526167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003871185,0.00005184249,0.000002704637,0.00006892574,0.0000468965,0.00001082839,0.001270373,0.3481595,0.6473791,0.0005038783,0.002236692,0.0002305978],"study_design_scores_gemma":[0.0008405044,0.00006265869,0.0001857552,0.00003656103,0.00005108904,0.0000467315,0.002402894,0.7119832,0.2757808,0.008267999,0.0001259114,0.0002158445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881634,0.001289043,0.1068075,0.00004379629,0.0003769025,0.0001328756,0.0000632251,0.0001055905,0.003017684],"genre_scores_gemma":[0.9900044,0.0001913625,0.009318926,0.000005599738,0.0001021334,0.000004340897,0.0001084665,0.00002881843,0.0002359042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3715982,"threshold_uncertainty_score":0.4784191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367309860","doi":"10.3390/acoustics5020026","title":"Implication of Altered Acoustic Active Space for Cetacean Species That Result from Soundscape Changes and Noise Additions","year":2023,"lang":"en","type":"article","venue":"Acoustics","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Fisheries and Oceans Canada","funders":"","keywords":"Soundscape; Space (punctuation); Habitat; Ecology; Metric (unit); Predation; Noise (video); Focus (optics); Abundance (ecology); Computer science; Biology; Sound (geography); Acoustics; Artificial intelligence; Physics; Engineering","authors":[{"name":"Rianna E. Burnham","is_ca":true},{"name":"David A. Duffus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04040439846876837,"gpt":0.2599424075584494,"spread":0.219538009089681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008507074,0.0001244185,0.0001763811,0.0000292578,0.000157819,0.00001778942,0.0001359505,0.00004867995,0.0003915276],"category_scores_gemma":[0.0002143017,0.0001185737,0.00003442953,0.000205796,0.0001526684,0.00008189429,0.0003316043,0.00005903119,0.00005901151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006328421,"about_ca_system_score_gemma":0.000005470471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003545498,"about_ca_topic_score_gemma":0.001497628,"domain_scores_codex":[0.9991883,0.00001614791,0.0001257548,0.0002704564,0.0001823043,0.00021705],"domain_scores_gemma":[0.9991379,0.0004321231,0.0001260299,0.0002231868,0.00002365251,0.00005714629],"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":[0.000254254,0.0002241462,0.03072889,0.0002950493,0.0002608766,0.000005968893,0.003997006,0.002764334,0.5726492,0.0004596266,0.3504277,0.03793296],"study_design_scores_gemma":[0.0004364603,0.0001670471,0.9659474,0.00003079762,0.000185289,0.000001291291,0.002102691,0.006679703,0.004895074,0.001945615,0.0173755,0.0002330859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888666,0.00009210467,0.003107503,0.001466874,0.0001515308,0.0006353914,0.002532489,0.00009186289,0.003055667],"genre_scores_gemma":[0.9960904,0.001200976,0.001442916,0.00008843435,0.0001265321,0.00006972766,0.0001816633,0.00001833637,0.0007810538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9352186,"threshold_uncertainty_score":0.4835295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982506174","doi":"10.3390/acoustics1040049","title":"Numerical Simulations of the Nonlinear Interaction of a Bubble Cloud and a High Intensity Focused Ultrasound Field","year":2019,"lang":"en","type":"article","venue":"Acoustics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"CHIST-ERA; Agencia Estatal de Investigación; European Regional Development Fund","keywords":"Bubble; High-intensity focused ultrasound; Mechanics; Mechanical index; Ultrasound; Acoustics; Nonlinear system; Intensity (physics); Field (mathematics); Cavitation; Distortion (music); Physics; Optics; Microbubbles; Mathematics","authors":[{"name":"Christian Vanhille","is_ca":false},{"name":"Kullervo Hynynen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006911930700261731,"gpt":0.212439287982253,"spread":0.2055273572819913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002122794,0.00005430929,0.0001100436,0.00001770091,0.00002271494,0.00000557342,0.00006430471,0.00004718312,0.00004127917],"category_scores_gemma":[0.00007365851,0.00004271787,0.00002740358,0.0001025547,0.00002289184,0.00003130867,0.00001254523,0.0001018803,0.000004031184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009853634,"about_ca_system_score_gemma":0.000008160885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005497239,"about_ca_topic_score_gemma":0.000006248356,"domain_scores_codex":[0.9996801,0.000005610435,0.000132175,0.00005870163,0.00006148806,0.00006189327],"domain_scores_gemma":[0.999354,0.0003599675,0.0000345318,0.0001761414,0.00005828683,0.00001704927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002622507,0.0001184362,0.02329032,0.0001534476,0.0001033148,1.673885e-7,0.0008242551,0.2640502,0.7084591,0.0006497246,0.0007027969,0.001622009],"study_design_scores_gemma":[0.0008141085,0.0001729496,0.05260726,0.0001113131,0.0002152057,0.00002492042,0.0004826846,0.8363268,0.1040236,0.001737028,0.003169952,0.000314245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811296,0.00001646594,0.01817137,0.00005576421,0.0002258515,0.0001108217,0.00002594879,0.00002527432,0.000238881],"genre_scores_gemma":[0.9982783,0.00001490342,0.001572616,0.00003465604,0.00004818481,0.000001625781,0.000004817316,0.000009283329,0.00003561874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6044355,"threshold_uncertainty_score":0.1741984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404672196","doi":"10.3390/acoustics6040056","title":"A Design Methodology Incorporating a Sound Insulation Prediction Model, Life Cycle Assessment (LCA), and Thermal Insulation: A Comparative Study of Various Cross-Laminated Timber (CLT) and Ribbed CLT-Based Floor Assemblies","year":2024,"lang":"en","type":"article","venue":"Acoustics","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Chicoutimi","funders":"Natural Resources Canada; Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Ministère des Ressources Naturelles et de la Faune; FPInnovations","keywords":"Cross laminated timber; Soundproofing; Life-cycle assessment; Thermal insulation; Structural engineering; Engineering; Environmental science; Materials science; Composite material","authors":[{"name":"Mohamad Bader Eddin","is_ca":true},{"name":"Sylvain Ménard","is_ca":true},{"name":"Bertrand Laratte","is_ca":true},{"name":"Tingting Vogt Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08582802653032524,"gpt":0.3343532364816996,"spread":0.2485252099513743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008172448,0.0002310801,0.0003840064,0.0001605178,0.0001221855,0.0002102488,0.00007504218,0.0001465668,0.000011442],"category_scores_gemma":[0.0001199684,0.0002157621,0.00001880414,0.0001841285,0.0001017318,0.0003106596,0.00006143209,0.0001827797,0.00000163212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008035811,"about_ca_system_score_gemma":0.00008206463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004537646,"about_ca_topic_score_gemma":0.00000356005,"domain_scores_codex":[0.9984853,0.0003247984,0.0005276486,0.0002698596,0.0002112217,0.0001811789],"domain_scores_gemma":[0.9991211,0.0003995825,0.0001093977,0.0001671548,0.0001416788,0.000061046],"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":[0.00007674207,0.00006522501,0.0006496904,0.0002178055,0.0001338303,0.000004599366,0.002458742,0.7771477,0.2189882,0.00003675247,0.000004541645,0.0002161409],"study_design_scores_gemma":[0.0008407258,0.0003977471,0.04045712,0.0000686855,0.0001477212,0.000004409189,0.0003464112,0.9551951,0.001847291,0.0005127313,5.077104e-7,0.0001815338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5638446,0.0001028719,0.4352713,0.000006330612,0.0001165115,0.0004282048,0.00001867841,0.0001823302,0.0000291344],"genre_scores_gemma":[0.9395302,0.00000576312,0.06025138,0.00001167163,0.00005825361,0.00007091853,0.00001507967,0.00004999997,0.000006758644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756855,"threshold_uncertainty_score":0.8798524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203159753","doi":"10.3390/acoustics3040039","title":"Underwater Target Localization Using Opportunistic Ship Noise Recorded on a Compact Hydrophone Array","year":2021,"lang":"en","type":"article","venue":"Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Underwater; Hydrophone; Acoustics; Replica; Broadband; SIGNAL (programming language); Noise (video); Computer science; Underwater acoustics; Estimator; Underwater acoustic communication; Geology; Telecommunications; Physics; Artificial intelligence; Mathematics; Geography; Statistics; Oceanography","authors":[{"name":"Mojgan Mirzaei Hotkani","is_ca":false},{"name":"Jean‐François Bousquet","is_ca":true},{"name":"Seyed Alireza Seyedin","is_ca":false},{"name":"Bruce Martin","is_ca":false},{"name":"Ehsan Malekshahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06566274080013751,"gpt":0.2815265293973507,"spread":0.2158637885972132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003069877,0.0002405506,0.0002734159,0.0001535997,0.0003098836,0.0002135712,0.0002361497,0.0001399304,0.004072253],"category_scores_gemma":[0.0002279766,0.0002148929,0.00006411595,0.0004610097,0.0001314255,0.0001318604,0.00001935973,0.0003218193,0.0005075438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004851619,"about_ca_system_score_gemma":0.0003793213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004812143,"about_ca_topic_score_gemma":0.0001590914,"domain_scores_codex":[0.9977418,0.0002026152,0.0003403591,0.0004384817,0.0006539201,0.0006228022],"domain_scores_gemma":[0.9986308,0.0003209577,0.00008434306,0.0004111469,0.0002185294,0.000334276],"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":[0.00006609834,0.000087969,0.02929137,0.00006776503,0.00004390986,0.0004160209,0.0001296831,0.9421547,0.02551171,0.00000495517,0.00114891,0.001076901],"study_design_scores_gemma":[0.0003475265,0.0001485229,0.003819902,0.00004849681,0.00005217385,0.0000595,0.0001647267,0.9870632,0.005054797,0.002133737,0.0007954092,0.0003120292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1076265,0.0000480492,0.8853824,0.0002265799,0.0006848155,0.0002082165,0.0002716575,0.00009008441,0.005461701],"genre_scores_gemma":[0.985144,0.0000616369,0.01215205,0.0006317999,0.000237995,4.099416e-7,0.0008284553,0.00002071668,0.0009229853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8775175,"threshold_uncertainty_score":0.9968382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221029349","doi":"10.3390/acoustics4010017","title":"Acoustical Treatments on Ventilation Ducts through Walls: Experimental Results and Novel Models","year":2022,"lang":"en","type":"article","venue":"Acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Lagging; Ventilation (architecture); Duct (anatomy); Acoustics; Sound transmission class; Silencer; Structural engineering; Engineering; Marine engineering; Mechanics; Mechanical engineering; Physics; Anatomy; Mathematics; Biology","authors":[{"name":"Erik Nilsson","is_ca":true},{"name":"Sylvain Ménard","is_ca":true},{"name":"Delphine Bard","is_ca":false},{"name":"Nikolaos-Georgios Vardaxis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05318548245815633,"gpt":0.2805173306617855,"spread":0.2273318482036291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001448236,0.0002186103,0.0001847731,0.00008357268,0.0002567932,0.00004212267,0.0001675294,0.00006037609,0.00006726582],"category_scores_gemma":[0.00004975476,0.0002337226,0.00003386461,0.0001790812,0.00006308166,0.0001530552,0.0002050448,0.0003296971,0.00001850447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004882404,"about_ca_system_score_gemma":0.00003020811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182503,"about_ca_topic_score_gemma":2.448458e-7,"domain_scores_codex":[0.9983898,0.00002658514,0.0002706614,0.0003266442,0.0005747958,0.0004115148],"domain_scores_gemma":[0.9993517,0.0001645412,0.00003218756,0.0003062304,0.0000345774,0.0001107974],"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":[0.0001732182,0.0003166644,0.000003411433,0.00002564988,0.00007402551,0.00003362459,0.0008784996,0.8849552,0.1090902,0.001025233,0.002991675,0.0004325919],"study_design_scores_gemma":[0.001641101,0.0004108396,0.0002230553,0.0000115687,0.00005557371,0.00002559688,0.000934382,0.9918475,0.002964816,0.001331639,0.0002908996,0.0002630568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6486146,0.0005705908,0.3372289,0.0001628365,0.001027248,0.0008234344,0.0008841516,0.0005114066,0.01017685],"genre_scores_gemma":[0.9930694,0.00004638419,0.005992858,0.00007732318,0.0001306119,0.00008140645,0.00009655369,0.00006941567,0.0004360142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444549,"threshold_uncertainty_score":0.9530929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041119676","doi":"10.3390/acoustics2030028","title":"Numerical Investigation of Influence of Entropy Wave on the Acoustic and Wall Heat Transfer Characteristics of a High-Pressure Turbine Guide Vane","year":2020,"lang":"en","type":"article","venue":"Acoustics","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mechanics; Turbulence; Heat transfer; Turbine; Mach number; Combustion chamber; Physics; Amplitude; Thermodynamics; Materials science; Combustion; Optics; Chemistry","authors":[{"name":"Keqi Hu","is_ca":false},{"name":"Yuanqi Fang","is_ca":false},{"name":"Yao Zheng","is_ca":false},{"name":"Gaofeng Wang","is_ca":false},{"name":"Stéphane Moreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008765037734776751,"gpt":0.1856864875659531,"spread":0.1769214498311764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006654955,0.0001348405,0.00028399,0.00003460481,0.00001604999,0.000005818438,0.0001103996,0.00008049259,0.00002119339],"category_scores_gemma":[0.0002320514,0.0001096618,0.00003545226,0.0001638165,0.0001208209,0.00003494903,0.00002022789,0.000181516,0.000001229026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000122588,"about_ca_system_score_gemma":0.00002008216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001737939,"about_ca_topic_score_gemma":7.455524e-7,"domain_scores_codex":[0.9991502,0.00002553353,0.0004042684,0.0001084599,0.0001959023,0.0001156962],"domain_scores_gemma":[0.9993675,0.000217234,0.00003347141,0.0001789684,0.0001271384,0.00007573786],"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":[0.0000430484,0.00001886144,0.0006853151,0.000537533,0.00006171603,0.000002891585,0.0008002078,0.5746225,0.4218205,0.001002844,0.0001779341,0.0002267213],"study_design_scores_gemma":[0.0003098105,0.0001813416,0.04045636,0.00009452728,0.000174549,0.000002647849,0.00004680121,0.9448812,0.01356747,0.0001111609,0.00005492959,0.0001191938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454085,0.0000457567,0.0538265,0.0003489766,0.00006027387,0.0001421984,0.0001142158,0.00003651312,0.00001707599],"genre_scores_gemma":[0.9990379,0.000173978,0.000498633,0.0002062211,0.00003305202,0.000002346309,0.00001961308,0.00002078644,0.000007505762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.408253,"threshold_uncertainty_score":0.4471879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389915668","doi":"10.3390/acoustics5040067","title":"Using Feature Extraction to Perform Equipment Health Monitoring on Ship-Radiated Noise","year":2023,"lang":"en","type":"article","venue":"Acoustics","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Noise (video); Feature extraction; Feature (linguistics); Computer science; Extraction (chemistry); Pattern recognition (psychology); Basis (linear algebra); Artificial intelligence; Engineering; Mathematics","authors":[{"name":"Nicholas Marasco","is_ca":true},{"name":"Haidy Elghamrawy","is_ca":true},{"name":"Donald R. McGaughey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04741899795569832,"gpt":0.3713563119645585,"spread":0.3239373140088602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001986469,0.0001819677,0.0001656851,0.0002446292,0.0001143436,0.00004556358,0.0001216246,0.0001047559,0.00001235602],"category_scores_gemma":[0.00007850055,0.0001954285,0.00003548616,0.0004605211,0.000005455075,0.00008110351,0.00003818301,0.0003197569,0.00008779891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534431,"about_ca_system_score_gemma":0.00002462044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000509952,"about_ca_topic_score_gemma":0.000004531186,"domain_scores_codex":[0.998987,0.00001441907,0.0001805076,0.0001807402,0.000242322,0.0003949743],"domain_scores_gemma":[0.9994485,0.00007981924,0.00003133918,0.0002506474,0.00003030602,0.0001594296],"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":[0.00001155018,0.00005061723,0.004499785,0.0002312307,0.00003360955,0.00002954985,0.0006081455,0.8219554,0.08946265,0.00002869744,0.04344029,0.03964851],"study_design_scores_gemma":[0.000232131,0.0002458197,0.0796653,0.0004548906,0.00003101169,0.000008810919,0.0002036794,0.8840811,0.02988733,0.00006342407,0.004611726,0.0005148339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846981,0.00007796218,0.01063778,0.0003586591,0.00118686,0.0003852434,0.00002467965,0.002297683,0.0003330867],"genre_scores_gemma":[0.988053,0.0002825629,0.01092218,0.0001049786,0.0004381274,0.00004153435,0.0000215028,0.00007310382,0.00006302854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07516551,"threshold_uncertainty_score":0.7969343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409431765","doi":"10.3390/acoustics7020020","title":"A Z-Test-Based Evaluation of a Least Mean Square Filter for Noise Reduction","year":2025,"lang":"en","type":"article","venue":"Acoustics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University","keywords":"Reduction (mathematics); Noise reduction; Noise (video); Mathematics; Statistics; Filter (signal processing); Square (algebra); Chi-square test; Algorithm; Computer science; Artificial intelligence; Computer vision; Geometry","authors":[{"name":"Alan Rodríguez Bojorjes","is_ca":false},{"name":"Abel García-Barrientos","is_ca":false},{"name":"Marco Cardenas‐Juarez","is_ca":false},{"name":"Ulises Pineda‐Rico","is_ca":false},{"name":"A. Arce","is_ca":false},{"name":"Sharon Macias-Velasquez","is_ca":false},{"name":"Obed Pérez-Cortes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03159502494730603,"gpt":0.3452778153860631,"spread":0.3136827904387571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213136,0.00008018602,0.00009998008,0.0001011587,0.00003236441,0.000006543615,0.00006824882,0.0000750818,0.00000719253],"category_scores_gemma":[0.0002387807,0.00008463,0.00003258543,0.000142792,0.00001639765,0.00003351978,0.000007378737,0.00006721203,6.984924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808391,"about_ca_system_score_gemma":0.00007952874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001109642,"about_ca_topic_score_gemma":0.000001528777,"domain_scores_codex":[0.9994329,0.00001327083,0.0001853347,0.00008961471,0.0001585396,0.0001203701],"domain_scores_gemma":[0.999349,0.0001100484,0.0000322029,0.0001820799,0.0003057326,0.0000209591],"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":[0.00009066809,0.00007146615,0.001389744,0.004095797,0.00006420736,5.175344e-7,0.0005231661,0.4531929,0.2273154,0.0004198294,0.02209572,0.2907407],"study_design_scores_gemma":[0.0004974265,0.00008193246,0.0116114,0.0002483041,0.0001571172,9.034046e-7,0.00007314218,0.8835866,0.101304,0.002142521,0.0001820228,0.0001146024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859206,0.0001531435,0.1374567,0.00008595008,0.00134924,0.0008993185,0.00005595654,0.0004888907,0.0003048399],"genre_scores_gemma":[0.9765558,0.000006211692,0.02313205,0.000009214684,0.0001248149,0.0001182934,0.00001608144,0.00001593953,0.00002159798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4303938,"threshold_uncertainty_score":0.3451111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401994215","doi":"10.3390/acoustics6030042","title":"Text-Independent Phone-to-Audio Alignment Leveraging SSL (TIPAA-SSL) Pre-Trained Model Latent Representation and Knowledge Transfer","year":2024,"lang":"en","type":"article","venue":"Acoustics","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Phone; Speech recognition; Artificial intelligence; Classifier (UML); TIMIT; Transfer of learning; Hidden Markov model; Natural language processing; Frame (networking); Representation (politics)","authors":[{"name":"Noé Tits","is_ca":false},{"name":"Prernna Bhatnagar","is_ca":false},{"name":"Thierry Dutoit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03828787458081839,"gpt":0.286544157521967,"spread":0.2482562829411487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003208311,0.0002022004,0.000190525,0.0001946029,0.0001224238,0.000435904,0.000320913,0.00008550363,0.00004533501],"category_scores_gemma":[0.00004826547,0.0001886839,0.000084811,0.0003330047,0.00002797643,0.0002949557,0.0001514065,0.000152291,0.0001613573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151495,"about_ca_system_score_gemma":0.0001085895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643551,"about_ca_topic_score_gemma":0.000007898407,"domain_scores_codex":[0.9983361,0.00005682633,0.0003044773,0.0006054826,0.0003757585,0.0003212939],"domain_scores_gemma":[0.9991727,0.0001715528,0.0000189706,0.0003494644,0.00008865283,0.0001986341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005613998,0.0004286623,0.0001598108,0.0003305067,0.0002962502,0.0002931299,0.02589255,0.03080411,0.1592186,0.008812982,0.0140192,0.7596881],"study_design_scores_gemma":[0.0003008106,0.00004097913,0.0009534511,0.0001080955,0.00006123319,0.00005253404,0.0001369236,0.9795519,0.01553405,0.00241759,0.0005667915,0.0002756387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.114272,0.0002405761,0.8818075,0.0009618955,0.0006085535,0.000291374,0.00001507979,0.000288957,0.001514004],"genre_scores_gemma":[0.9669216,0.0001383156,0.03034897,0.0003673561,0.0001043433,0.0000496929,0.000005805248,0.00002471532,0.002039223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9487478,"threshold_uncertainty_score":0.7694308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412640568","doi":"10.3390/acoustics7030044","title":"Real-Time Analysis of Millidecade Spectra for Ocean Sound Identification and Wind Speed Quantification","year":2025,"lang":"en","type":"article","venue":"Acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Mitacs","keywords":"Sound (geography); Identification (biology); Wind speed; Environmental science; Spectral line; Acoustics; Remote sensing; Meteorology; Geology; Oceanography; Physics; Astronomy; Biology; Ecology","authors":[{"name":"Mojgan Mirzaei Hotkani","is_ca":true},{"name":"Bruce Martin","is_ca":false},{"name":"Jean‐François Bousquet","is_ca":true},{"name":"Julien Delarue","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02611875162293795,"gpt":0.2963115880465624,"spread":0.2701928364236244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005466426,0.0001010857,0.0002308254,0.0005198014,0.0001337519,0.0001004757,0.0001929134,0.00008317229,0.0001362262],"category_scores_gemma":[0.0002090532,0.00009571985,0.00006427154,0.0009073418,0.0001397983,0.00009428543,0.00001247904,0.00007193984,0.00001581728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001130297,"about_ca_system_score_gemma":0.00006436207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003943808,"about_ca_topic_score_gemma":0.0001237386,"domain_scores_codex":[0.9988422,0.00004332095,0.0003597725,0.000287435,0.0002455326,0.0002217449],"domain_scores_gemma":[0.9987659,0.0005685021,0.0001156441,0.0002852279,0.0001997688,0.00006496914],"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":[0.0001481005,0.00007892167,0.179132,0.0002894604,0.001128358,0.000002571484,0.0004530597,0.5539848,0.2579415,0.0002431492,0.002673786,0.003924333],"study_design_scores_gemma":[0.0001295288,0.00003149415,0.2704191,0.000006146743,0.0007152791,3.99911e-7,0.0001102961,0.7231155,0.002354833,0.003007578,0.00003318292,0.00007665333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055195,0.00007194135,0.1926265,0.0001601737,0.0001237267,0.0003364956,0.0004535869,0.00002592484,0.0006821334],"genre_scores_gemma":[0.9933625,0.0001948326,0.003993178,0.0000150431,0.00003122434,1.927905e-7,0.0006609185,0.000003918729,0.001738228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555867,"threshold_uncertainty_score":0.3903342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417056708","doi":"10.3390/acoustics7040077","title":"Evaluation of the Acoustic Noise Performance of a Switched Reluctance Motor Under Different Current Control Techniques","year":2025,"lang":"en","type":"article","venue":"Acoustics","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Switched reluctance motor; Torque ripple; Noise (video); Reluctance motor; Torque; Noise control; Power (physics); Harmonic; Ripple","authors":[{"name":"Francisco Juarez-Leon","is_ca":true},{"name":"Moien Masoumi","is_ca":true},{"name":"Babak Nahid‐Mobarakeh","is_ca":true},{"name":"Berker Bilgin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01222178285497425,"gpt":0.2454574777264449,"spread":0.2332356948714706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323109,0.000117692,0.0002204683,0.00009549626,0.00003091781,0.000005366729,0.0001817321,0.0000574296,0.00001061255],"category_scores_gemma":[0.0001610232,0.00008450692,0.0000828687,0.0003404317,0.00003579372,0.00002772228,0.00001659456,0.0001421406,5.002449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362913,"about_ca_system_score_gemma":0.00006873215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002472073,"about_ca_topic_score_gemma":0.000002211421,"domain_scores_codex":[0.9990092,0.00005082066,0.0002952158,0.00009723781,0.0004162026,0.0001313508],"domain_scores_gemma":[0.9991779,0.0001165715,0.00008381527,0.0002910262,0.0003123417,0.00001836975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000157899,0.00007750624,0.001865371,0.0003721248,0.0001798864,6.465799e-8,0.00003988541,0.1274065,0.804841,0.00007810849,0.0002913802,0.06483234],"study_design_scores_gemma":[0.0003070207,0.00002970303,0.019967,0.000170759,0.0008968373,1.945056e-7,0.000006793495,0.9346334,0.04359388,0.0003086392,0.000009755245,0.00007605749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7049815,0.001329373,0.2928935,0.00001914644,0.0002242496,0.0003199474,0.0000103888,0.00005695229,0.0001649449],"genre_scores_gemma":[0.9991801,0.0004185278,0.0002587013,0.00001162154,0.00003007134,0.00004516499,0.000001287954,0.00001089523,0.00004367701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8072269,"threshold_uncertainty_score":0.3446092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411787206","doi":"10.3390/acoustics7030041","title":"Acoustic Noise Characterization of a Switched Reluctance Motor Using Sound Power and Psychoacoustic Metric Measurements","year":2025,"lang":"en","type":"article","venue":"Acoustics","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychoacoustics; Acoustics; Switched reluctance motor; Sound (geography); Metric (unit); Noise (video); Computer science; Physics; Engineering; Electrical engineering; Psychology; Artificial intelligence","authors":[{"name":"Moien Masoumi","is_ca":true},{"name":"Berker Bilgin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01862693204187943,"gpt":0.2507705790112019,"spread":0.2321436469693224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417517,0.0001729539,0.0002512371,0.0002869394,0.00006811858,0.00004211736,0.0001029096,0.0001160305,0.00001828932],"category_scores_gemma":[0.0001657053,0.0001858972,0.000039061,0.000572495,0.00003238642,0.0001603342,0.0000218181,0.0001189925,0.000002959324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007150778,"about_ca_system_score_gemma":0.00004142736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002557721,"about_ca_topic_score_gemma":0.000001072147,"domain_scores_codex":[0.9990146,0.00002047041,0.0003616764,0.0001812434,0.000214399,0.0002076365],"domain_scores_gemma":[0.9993794,0.00007228903,0.0000794517,0.0002287533,0.0001813936,0.00005868814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002536825,0.0000325139,0.001967147,0.000190973,0.0000899503,0.000001249199,0.0000661857,0.03705057,0.9598716,0.00002249916,0.00003834825,0.0006435522],"study_design_scores_gemma":[0.001055665,0.000049367,0.04395617,0.0001368978,0.000355456,0.000003475789,0.00005432043,0.9434965,0.01035223,0.0002456556,0.00003215834,0.0002620661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5231517,0.0002125313,0.4758366,0.00001112884,0.0003607454,0.0001760817,0.00002301233,0.00006982699,0.000158379],"genre_scores_gemma":[0.997979,0.00008750334,0.001671676,0.00008845604,0.00005506528,0.00001188953,0.000008225355,0.00002974144,0.00006840571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9495194,"threshold_uncertainty_score":0.7580668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}