{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"4042f1f2ed37","filters":{"venue":"Archives of Acoustics"}},"results":[{"id":"W2775985339","doi":"10.1515/aoa-2017-0068","title":"Prediction of Sound Insulation of Sandwich Partition Panels by Means of Artificial Neural Networks","year":2017,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Physical Laboratory","keywords":"Artificial neural network; Partition (number theory); Gypsum; Computer science; Soundproofing; Structural engineering; Acoustics; Engineering; Materials science; Artificial intelligence; Mathematics; Composite material","authors":[{"name":"Naveen Garg","is_ca":false},{"name":"Siddharth Dhruw","is_ca":false},{"name":"Laghu Gandhi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03409794605301629,"gpt":0.2546089886721166,"spread":0.2205110426191003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422287,0.000106601,0.0002639681,0.00009854294,0.00005774152,0.000009440093,0.0002281718,0.00006411473,0.00001197316],"category_scores_gemma":[0.0002078008,0.0001117942,0.00006189499,0.00006050849,0.0003515125,0.0001120902,0.00006805259,0.0001409323,2.68842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001187352,"about_ca_system_score_gemma":0.0000159932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002715576,"about_ca_topic_score_gemma":0.000002465792,"domain_scores_codex":[0.9988918,0.00003217998,0.0005104537,0.0001084546,0.0002711873,0.0001859024],"domain_scores_gemma":[0.99896,0.0002533124,0.0002727706,0.0003753396,0.00009003514,0.00004860745],"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":[0.00006151385,0.00006221859,0.003048807,0.0002592159,0.00005446271,2.904968e-7,0.0004281242,0.55586,0.4345412,0.000126019,0.00004212346,0.005515992],"study_design_scores_gemma":[0.0002495296,0.0001493182,0.0749592,0.00005546069,0.00006065333,5.828967e-7,0.0001059316,0.9020964,0.0189885,0.003271015,0.000001232206,0.00006218112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5737548,0.0000513653,0.4252261,0.000006114401,0.0001181568,0.0001184937,0.0002367066,0.00001454996,0.0004736451],"genre_scores_gemma":[0.9978608,0.00009724233,0.001848951,8.35258e-7,0.00009844509,0.000003957524,0.00005693192,0.00002176875,0.00001103741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.424106,"threshold_uncertainty_score":0.4558836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165017365","doi":"10.2478/v10168-011-0028-6","title":"Active Acoustics in Concert Halls - A New Approach","year":2011,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Room acoustics; Computer science; Architectural acoustics; Acoustics; Impulse response; Usability; Reverberation; Human–computer interaction; Physics","authors":[{"name":"Wieslaw Woszczyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0727826677501317,"gpt":0.284285547142035,"spread":0.2115028793919033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007110231,0.0001104301,0.0001809193,0.0001269739,0.00003970881,0.000008308652,0.0002369993,0.00005359142,0.00002740346],"category_scores_gemma":[0.0009157695,0.00009825498,0.00005214263,0.0001645545,0.0003139385,0.00008323832,0.00008159538,0.0001887675,0.00001104757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386748,"about_ca_system_score_gemma":0.0001285285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014519,"about_ca_topic_score_gemma":8.708513e-7,"domain_scores_codex":[0.9989953,0.0000807606,0.000252023,0.0002740731,0.0001627797,0.0002350747],"domain_scores_gemma":[0.9988678,0.0006979066,0.00008782635,0.0002354174,0.00001430745,0.00009674244],"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":[0.0001073001,0.0002917504,0.0006329714,0.00007837328,0.000004343453,0.000007845485,0.01736642,0.001901801,0.9580035,0.003291453,0.00007322876,0.018241],"study_design_scores_gemma":[0.001862229,0.0006545878,0.7197576,0.0001923241,0.00006111005,0.0000223017,0.002902129,0.09610633,0.1301202,0.04766913,0.0001006809,0.000551415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692525,0.00001092005,0.08860617,0.00003917968,0.0001487043,0.0002868244,0.00002223924,0.00003562661,0.04159782],"genre_scores_gemma":[0.9557565,0.00005324264,0.04352588,0.00008215837,0.00004127985,0.000005372157,0.000001509934,0.00001494995,0.0005190485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278834,"threshold_uncertainty_score":0.4006722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160200899","doi":"10.2478/v10168-011-0009-9","title":"Acoustic Pressure Radiated by a Circular Membrane Into the Quarter-Space","year":2011,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Space (punctuation); Acoustics; Sound pressure; Computer science; Physics","authors":[{"name":"Wojciech P. Rdzanek","is_ca":false},{"name":"Krzysztof Szemela","is_ca":false},{"name":"Dawid Pieczonka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011537209167342,"gpt":0.2046849815732449,"spread":0.1945696094815714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765498,0.0002708543,0.0003087138,0.0001310474,0.0001106569,0.00002397883,0.0007436916,0.00007273727,0.0001301114],"category_scores_gemma":[0.0001628496,0.0002168251,0.00009694278,0.0002480451,0.0004141672,0.00008463224,0.0001248485,0.0004379653,0.00002955085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002075687,"about_ca_system_score_gemma":0.00004785474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009800107,"about_ca_topic_score_gemma":0.000004408677,"domain_scores_codex":[0.9984033,0.00008524047,0.0003514668,0.0002495604,0.0003783288,0.0005320962],"domain_scores_gemma":[0.998464,0.0005467948,0.00006702072,0.0006937569,0.00005147003,0.0001768982],"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":[0.00005930401,0.0001329291,0.000127575,0.0007575768,0.0005013994,0.00002336343,0.01530062,0.1245629,0.8505739,0.0001992172,0.005955502,0.001805682],"study_design_scores_gemma":[0.0006976904,0.0002416335,0.001869312,0.00008491347,0.0003966026,0.00001783207,0.00231998,0.9636504,0.02589458,0.003008442,0.001307347,0.000511278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2101317,0.005750061,0.7537544,0.0002038522,0.0005463718,0.00114811,0.0002401415,0.0006164399,0.02760895],"genre_scores_gemma":[0.9939854,0.0004369775,0.005029852,0.00002529492,0.00007574595,0.00003005467,0.00001917099,0.00007935263,0.0003181515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8390874,"threshold_uncertainty_score":0.8841869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2546651588","doi":"10.1515/aoa-2016-0042","title":"Hybridisation of Mel Frequency Cepstral Coefficient and Higher Order Spectral Features for Musical Instruments Classification","year":2016,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Music and Audio Processing","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mel-frequency cepstrum; Computer science; Cepstrum; Musical instrument; Speech recognition; Pattern recognition (psychology); Musical; Task (project management); Artificial intelligence; Feature extraction; Acoustics; Engineering; Physics","authors":[{"name":"D. G. Bhalke","is_ca":false},{"name":"C. B. Rama Rao","is_ca":false},{"name":"D. S. Bormane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01980059243260984,"gpt":0.2517052720250328,"spread":0.2319046795924229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005825758,0.00007831305,0.0001158533,0.00005854823,0.00004997592,0.0000187291,0.0002085264,0.00002544849,0.000003595233],"category_scores_gemma":[0.00006266118,0.00005467979,0.00003049916,0.00007318601,0.0001986212,0.0001338393,0.00005761118,0.00003567271,3.079051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007187048,"about_ca_system_score_gemma":0.00005622763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003578167,"about_ca_topic_score_gemma":6.519621e-7,"domain_scores_codex":[0.9993173,0.0000168352,0.000193551,0.0001923984,0.0001386596,0.000141214],"domain_scores_gemma":[0.9994299,0.0001604194,0.0001499541,0.0001681593,0.00004940141,0.0000421615],"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":[0.0000255598,0.0001126397,0.001205779,0.0001105818,0.00001953937,4.116819e-7,0.0008618041,0.00004665251,0.5737763,0.07637434,0.0002863199,0.3471801],"study_design_scores_gemma":[0.002095519,0.000530806,0.7456063,0.000325459,0.00006675488,0.00001041601,0.0001050259,0.0525049,0.08610231,0.1120193,0.0002567529,0.000376431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2909427,0.00002626241,0.7074476,0.0006941558,0.0001319016,0.0000961164,0.00001571126,0.0000145761,0.0006309804],"genre_scores_gemma":[0.8530975,0.00002158999,0.1466897,0.00004661335,0.00004813754,0.000003433944,0.000002866294,0.000004416608,0.00008571171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7444006,"threshold_uncertainty_score":0.2229777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598227261","doi":"10.1515/aoa-2017-0005","title":"2D Structural Acoustic Analysis Using the FEM/FMBEM with Different Coupled Element Types","year":2017,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Bureau for International Education","keywords":"Boundary element method; Finite element method; Helmholtz equation; Helmholtz free energy; Multipole expansion; Coupling (piping); Structural acoustics; Computer science; Fast multipole method; Boundary (topology); Matrix (chemical analysis); Mathematical analysis; Boundary value problem; Acoustics; Mathematics; Physics; Mechanical engineering; Materials science; Vibration","authors":[{"name":"Leilei Chen","is_ca":false},{"name":"Wenchang Zhao","is_ca":false},{"name":"Cheng Liu","is_ca":false},{"name":"Haibo Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009404251461933973,"gpt":0.2528911923833392,"spread":0.2434869409214052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004404005,0.0001700372,0.0003076333,0.00008036678,0.0004674576,0.0001051624,0.0004325545,0.00001311404,0.0001332131],"category_scores_gemma":[0.000008451847,0.0001006539,0.0001777296,0.00009179561,0.0002426331,0.00003530456,0.0001140142,0.0001215754,6.558149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006866622,"about_ca_system_score_gemma":0.00002958654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000355607,"about_ca_topic_score_gemma":0.00004067416,"domain_scores_codex":[0.9991189,0.00002891372,0.000205195,0.0001967988,0.0001938325,0.0002563079],"domain_scores_gemma":[0.9988297,0.0001361531,0.0002909013,0.00065048,0.00003643024,0.00005632445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000106007,0.0001492949,0.5260575,0.00005714217,0.007199282,0.000005077848,0.001447467,0.2804701,0.1721414,0.0009954306,0.00002593654,0.01134533],"study_design_scores_gemma":[0.000383661,0.0001283322,0.2162303,0.00003181951,0.00462791,8.49465e-7,0.0005319195,0.7744207,0.002128276,0.00131027,0.000003249836,0.0002027195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601174,0.00002411362,0.1391882,0.00007320708,0.00002944138,0.00006905843,0.00002841818,0.000007703034,0.0004624696],"genre_scores_gemma":[0.9972969,0.000005965815,0.002260572,0.00001022795,0.0001339591,0.00000406613,0.00002186132,0.00001337541,0.0002531248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4939505,"threshold_uncertainty_score":0.4104549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1526330681","doi":"10.1515/aoa-2015-0005","title":"A Revised Sound Energy Theory Based on a New Formula for the Reverberation Radius in Rooms with Non-Diffuse Sound Field","year":2015,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reverberation; Critical distance; RADIUS; Acoustics; Reverberation room; Sound energy; Sound (geography); Absorption (acoustics); Sound speed gradient; Room acoustics; Energy (signal processing); Field (mathematics); Architectural acoustics; Physics; Acoustic source localization; Sound power; Computer science; Mathematics","authors":[{"name":"Higini Arau–Puchades","is_ca":false},{"name":"Umberto Berardi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03040085334005438,"gpt":0.2737803628438425,"spread":0.2433795095037881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002303818,0.00009826808,0.0001288572,0.00008099122,0.00007768672,0.00003288154,0.0001550134,0.00003087159,0.000001936626],"category_scores_gemma":[0.001904407,0.00006092325,0.00004713595,0.0001002257,0.0001022014,0.00006357563,0.00001899404,0.00009345201,6.127938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001642979,"about_ca_system_score_gemma":0.000142742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004508425,"about_ca_topic_score_gemma":0.00001298659,"domain_scores_codex":[0.9991906,0.00009273239,0.000189945,0.0001900318,0.0001746682,0.0001620026],"domain_scores_gemma":[0.9943445,0.005216246,0.00008215304,0.0002684927,0.00002111799,0.00006751193],"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":[0.007004683,0.0009794541,0.001182672,0.0003951584,0.00002599737,0.0000157923,0.01410119,0.4657246,0.3962679,0.0388555,0.001632553,0.07381448],"study_design_scores_gemma":[0.004456882,0.002588691,0.003292169,0.0002430171,0.00004737906,0.000004566758,0.0003039033,0.7603058,0.02082554,0.2073398,0.0003631958,0.0002289925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2857794,0.00001308314,0.7127896,0.0004943731,0.00007149988,0.0003093561,0.000006308293,0.00001079934,0.0005256328],"genre_scores_gemma":[0.9881985,0.00001218169,0.01047963,0.0008331437,0.0000730008,0.00002676261,0.000002862819,0.00001443205,0.0003595298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7024191,"threshold_uncertainty_score":0.2484378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071484653","doi":"10.2478/v10168-012-0015-6","title":"Virtual Acoustics at the Service of Music Performance and Recording","year":2012,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Room acoustics; Reverberation; Acoustics; Computer science; Rendering (computer graphics); Architectural acoustics; Interface (matter); Audio feedback; Broadband; Transducer; Telecommunications; Computer graphics (images); Physics","authors":[{"name":"Wieslaw Woszczyk","is_ca":true},{"name":"Doyuen Ko","is_ca":true},{"name":"Brett Leonard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02956192720617506,"gpt":0.2533941799836171,"spread":0.223832252777442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001557721,0.00007465251,0.0001112583,0.00004260329,0.0001364031,0.000005748003,0.0001288091,0.00002631608,0.00001011361],"category_scores_gemma":[0.0004682967,0.00005147082,0.00002545279,0.0001146138,0.000299667,0.00009009962,0.0001698348,0.00009784425,0.000003624846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006470752,"about_ca_system_score_gemma":0.00001820213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152608,"about_ca_topic_score_gemma":5.324729e-7,"domain_scores_codex":[0.999308,0.00005718308,0.0001920958,0.0001097127,0.0001470134,0.0001859301],"domain_scores_gemma":[0.9981336,0.001503147,0.0001027054,0.0001866137,0.00002136825,0.00005254408],"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":[0.00002622488,0.00004048778,0.005102834,0.0001567794,0.000002675608,1.268088e-7,0.004800603,0.001843879,0.9679879,0.0003446233,0.0000387328,0.01965514],"study_design_scores_gemma":[0.0003513321,0.0003620549,0.811249,0.0001515242,0.00006091198,0.00002016741,0.001239061,0.07478897,0.1110135,0.0004229806,0.0001614973,0.0001789786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960577,0.00003092574,0.002543272,0.000117247,0.0002189534,0.0001017758,0.00001471613,0.00001076364,0.0009046614],"genre_scores_gemma":[0.9979195,0.0001597857,0.001543625,0.0001163631,0.00006825951,0.000002221834,7.719061e-7,0.00001005168,0.0001794079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8569744,"threshold_uncertainty_score":0.2098919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114036348","doi":"10.24425/aoa.2020.135275","title":"Design and Analysis of Ultrasonic Composite Transducer with a Quarter-wave Taper Transition Horn","year":2020,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Science and Technology Department of Hubei Province","keywords":"French horn; Ultrasonic sensor; Transducer; Acoustics; Quarter (Canadian coin); Composite number; Materials science; Physics; Composite material","authors":[{"name":"Tao Chen","is_ca":false},{"name":"Hongbo Li","is_ca":false},{"name":"Qihan Wang","is_ca":false},{"name":"Junpeng Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01137957836283482,"gpt":0.1945092371597476,"spread":0.1831296587969128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001102884,0.00009457916,0.0002436657,0.0001020605,0.00001468937,0.000003250986,0.00004811658,0.00003060155,0.000003202935],"category_scores_gemma":[0.000003933598,0.00008111912,0.00004521008,0.0002274388,0.0001179053,0.00004084246,0.000003926234,0.00008667717,1.01738e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002265177,"about_ca_system_score_gemma":0.000004517308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001477265,"about_ca_topic_score_gemma":0.000001268777,"domain_scores_codex":[0.9995923,0.000005191156,0.0001396247,0.0000997442,0.00006367273,0.00009943565],"domain_scores_gemma":[0.9997119,0.0001270041,0.00002744699,0.00008900385,0.0000103159,0.00003432732],"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":[0.0000480333,0.00001064467,0.00001663661,0.00007631572,0.0003042905,0.000002516028,0.002521248,0.3040443,0.6892112,0.00001191556,0.000003948207,0.003748982],"study_design_scores_gemma":[0.0005084217,0.000536046,0.006411713,0.00005646682,0.001231273,0.000004013495,0.0008178657,0.7108008,0.2791491,0.0002801489,0.00001260085,0.0001915212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4146965,0.0001143614,0.5849627,0.00004356466,0.000003702892,0.00005690974,0.00002215289,0.00005833279,0.00004177845],"genre_scores_gemma":[0.8857579,0.0004357794,0.1137662,0.00001300064,0.000004725111,0.00000273459,0.000007682468,0.00001117432,8.882838e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4711966,"threshold_uncertainty_score":0.3307942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}