{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"3c327e829dd2","filters":{"venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium"}},"results":[{"id":"W2122752125","doi":"10.1109/ultsym.2007.257","title":"11C-5 Characterization of Time-Varying Mechanical Viscoelastic Parameters of Mimicking Deep Vein Thrombi with 2D Dynamic Elastography","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Viscoelasticity; Elastography; Materials science; Elasticity (physics); Biomedical engineering; Acoustics; Shear waves; Ultrasound; Shear (geology); Composite material; Physics; Medicine","authors":[{"name":"Cédric Schmitt","is_ca":true},{"name":"Anis Hadj Henni","is_ca":true},{"name":"Guy Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007246941232862197,"gpt":0.2369471060373683,"spread":0.2297001648045061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007888034,0.0005843187,0.001025802,0.000825814,0.000177797,0.00008314861,0.0003631636,0.000355135,0.00007062752],"category_scores_gemma":[0.0003252634,0.0005460242,0.0004268163,0.001436714,0.0003170402,0.000469001,0.00007707975,0.0005762856,0.00001202149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109062,"about_ca_system_score_gemma":0.0001063729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002030551,"about_ca_topic_score_gemma":0.000004971644,"domain_scores_codex":[0.9960376,0.000006197449,0.001392902,0.0008011976,0.0009172134,0.0008448774],"domain_scores_gemma":[0.9966029,0.0002732778,0.001128534,0.0001940229,0.001445368,0.0003559203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00104293,0.0009571213,0.02233724,0.001370825,0.0003440423,0.00001147535,0.001228631,0.00002995517,0.9710239,0.0008323578,0.00002423092,0.0007972851],"study_design_scores_gemma":[0.004796091,0.007255981,0.02733711,0.005614635,0.002146682,0.001202928,0.002118334,0.02075619,0.927224,0.0002343456,0.0001025018,0.001211209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875147,0.0000771374,0.008117044,0.0001918082,0.000295163,0.0009685518,0.00003279424,0.000187765,0.002615069],"genre_scores_gemma":[0.9901739,0.0001741297,0.009115156,0.0001053529,0.0001027181,0.00004238195,0.00006324148,0.0001351698,0.00008790487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04379992,"threshold_uncertainty_score":0.9996991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124357060","doi":"10.1109/ultsym.2007.21","title":"2C-4 A 64-Channel Beamformer for 50 MHz Linear Arrays","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Virtex; Computer science; Field-programmable gate array; Channel (broadcasting); Beamforming; Interpolation (computer graphics); Linear interpolation; Computer hardware; Set (abstract data type); Sampling (signal processing); Algorithm; Electronic engineering; Engineering; Telecommunications; Filter (signal processing); Artificial intelligence; Computer vision","authors":[{"name":"Holly S. Lay","is_ca":true},{"name":"G.R. Lockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01439256978723482,"gpt":0.2259163406421027,"spread":0.2115237708548679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001794231,0.001091955,0.0009579033,0.0006295978,0.0005805148,0.0003514142,0.0009110472,0.0007675836,0.00003074869],"category_scores_gemma":[0.0002065896,0.001147437,0.0005324368,0.0009978783,0.0001901314,0.001195343,0.00004288836,0.0009590884,0.000144166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853136,"about_ca_system_score_gemma":0.00008628699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001560388,"about_ca_topic_score_gemma":0.00000487817,"domain_scores_codex":[0.9944485,0.000002637585,0.001229592,0.001132728,0.0008285398,0.002357976],"domain_scores_gemma":[0.9974065,0.0002256332,0.0003177409,0.0001945967,0.001069389,0.0007860738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002015569,0.0001851313,0.0004480704,0.001326361,0.0003350833,0.000002745346,0.003648889,0.001500694,0.948804,0.02519456,0.01793821,0.0004147073],"study_design_scores_gemma":[0.004651131,0.001653872,0.000191325,0.000840284,0.0009490799,0.0006448421,0.00731718,0.02729389,0.7122125,0.01467278,0.2243667,0.005206359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1436319,0.001050256,0.7686884,0.0001581456,0.003034404,0.00271825,0.0001281151,0.003637855,0.07695258],"genre_scores_gemma":[0.9874398,0.0005518035,0.006855335,0.0004278582,0.002690807,0.0003572971,0.00003966913,0.0005044621,0.001132945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8438079,"threshold_uncertainty_score":0.9990976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162494140","doi":"10.1109/ultsym.2007.225","title":"10B-6 A Composite Imaging Technique for High Frame-Rate and Full-View Cardiovascular Ultrasound and Elasticity Imaging","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ultrasound imaging; Ultrasonic imaging; Elasticity (physics); Ultrasound; Medical imaging; Computer science; Biomedical engineering; Materials science; Radiology; Medicine; Artificial intelligence; Composite material","authors":[{"name":"S. Wang","is_ca":false},{"name":"Wei-Ning Lee","is_ca":false},{"name":"Jianwen Luo","is_ca":false},{"name":"Elisa E. Konofagou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006239376102870786,"gpt":0.2292655133383406,"spread":0.2230261372354699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003222219,0.001121604,0.001511812,0.0009146272,0.0009581521,0.0007292699,0.0003801654,0.0003557945,0.000006898389],"category_scores_gemma":[0.000658743,0.001135099,0.0005838297,0.001222919,0.0008315925,0.00109189,0.0001099131,0.001178322,0.000007106958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736923,"about_ca_system_score_gemma":0.0001069577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001138821,"about_ca_topic_score_gemma":0.000002613834,"domain_scores_codex":[0.9943261,0.0000150672,0.001072516,0.001929102,0.0007941177,0.001863139],"domain_scores_gemma":[0.9961092,0.0006774098,0.000473642,0.0002953745,0.001498031,0.0009462743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005713042,0.0001900901,0.1044246,0.00186114,0.0005238849,0.00001224269,0.0009378562,0.000002613102,0.8879454,0.001779414,0.0006029073,0.001148517],"study_design_scores_gemma":[0.01781943,0.002403305,0.08544824,0.006506093,0.01064599,0.0326653,0.009057288,0.001872376,0.7021562,0.006795352,0.1172428,0.007387634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429989,0.005710593,0.04040448,0.001701552,0.0006387245,0.003569778,0.00009259598,0.001036052,0.003847252],"genre_scores_gemma":[0.9555941,0.002448307,0.03975743,0.0008143944,0.0007589831,0.0001938485,0.00003718224,0.0002764893,0.0001192648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1857893,"threshold_uncertainty_score":0.9991099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056854062","doi":"10.1109/ultsym.2007.243","title":"10F-5 Integrated Ultrasonic Transducers above 500°C","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":8,"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":"","keywords":"Materials science; Lead zirconate titanate; Bismuth titanate; Piezoelectricity; Bismuth; Ultrasonic sensor; Titanate; Ferroelectricity; Lithium niobate; Titanium; Composite material; Transducer; Ceramic; Lead titanate; Optoelectronics; Metallurgy; Acoustics; Dielectric","authors":[{"name":"Makiko Kobayashi","is_ca":true},{"name":"C. K. Jen","is_ca":true},{"name":"H. Nagata","is_ca":false},{"name":"Yuji Hiruma","is_ca":false},{"name":"T. Tokutsu","is_ca":false},{"name":"T. Takenaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00874766358527332,"gpt":0.2116734857346448,"spread":0.2029258221493715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002088161,0.00148678,0.001104582,0.000828601,0.0005723634,0.0008455415,0.001222238,0.0009684666,0.0002133681],"category_scores_gemma":[0.0003348613,0.001536033,0.0005021518,0.002357966,0.000312331,0.001590172,0.00004732686,0.001978975,0.0003288429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147205,"about_ca_system_score_gemma":0.0001643402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004411581,"about_ca_topic_score_gemma":0.00002895089,"domain_scores_codex":[0.9926687,0.00000741432,0.001760108,0.001508989,0.001374761,0.002679976],"domain_scores_gemma":[0.9966806,0.000276338,0.0004265954,0.0003265601,0.001335567,0.0009543706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001340055,0.000205105,0.001838089,0.000683665,0.0002791676,0.000006255959,0.003495565,0.0008401182,0.9788414,0.003478552,0.008080763,0.002117301],"study_design_scores_gemma":[0.003399893,0.0006180622,0.001389127,0.0009425549,0.0007562183,0.0007117662,0.005903788,0.02178492,0.8605868,0.001718755,0.09752037,0.004667789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120888,0.0007099426,0.01645498,0.0004137755,0.002902633,0.001416011,0.0001241332,0.00330659,0.06258311],"genre_scores_gemma":[0.986866,0.001447001,0.00863482,0.0002775092,0.001176017,0.0001310837,0.00009614995,0.0004869877,0.0008844086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182547,"threshold_uncertainty_score":0.9997882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147181221","doi":"10.1109/ultsym.2007.638","title":"P6D-5 Enhancement of Bone Surface Visualization Using Ultrasound Radio-Frequency Signals","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Imaging phantom; Ultrasound; Radio frequency; Visualization; Speckle pattern; Biomedical engineering; Materials science; Computer science; Acoustics; Radiology; Computer vision; Artificial intelligence; Medicine; Physics","authors":[{"name":"Xu Wen","is_ca":true},{"name":"Septimiu E. Salcudean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01467983928861036,"gpt":0.2769364098115387,"spread":0.2622565705229283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002428849,0.0008891037,0.001317314,0.0009198293,0.0004500913,0.0002131184,0.0004197728,0.0004923134,0.0001030003],"category_scores_gemma":[0.0005591241,0.000924547,0.0005316857,0.002826199,0.0005039769,0.001038943,0.00004815893,0.0007272465,0.00002567963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005835468,"about_ca_system_score_gemma":0.0002658457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084617,"about_ca_topic_score_gemma":0.000002302707,"domain_scores_codex":[0.9938242,0.00001188969,0.001752351,0.001281662,0.001524431,0.001605418],"domain_scores_gemma":[0.9951946,0.0003011995,0.001209586,0.0002670017,0.002328211,0.0006994387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004055743,0.0006976206,0.09483916,0.0009617583,0.000235595,0.000005159498,0.002565537,0.00002439631,0.8973483,0.00207773,0.0007624595,0.00007672847],"study_design_scores_gemma":[0.002718736,0.001205869,0.002415921,0.001352092,0.0009214204,0.001325874,0.003753715,0.0006404949,0.9799784,0.0003468694,0.004164577,0.001176032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739785,0.0009008406,0.00831404,0.0001829759,0.0006889727,0.001170219,0.0000258606,0.0004373245,0.01430127],"genre_scores_gemma":[0.9677838,0.001058843,0.02948506,0.0002417333,0.0005799071,0.00001121775,0.00003739606,0.0002121985,0.0005898162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09242324,"threshold_uncertainty_score":0.9993205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112133871","doi":"10.1109/ultsym.2007.431","title":"P3A-2 Analytical Modeling of Plane Shear Wave Diffraction By a Radially Layered Cylinder For Dynamic Vascular Elastography","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","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 de Montréal","funders":"","keywords":"Diffraction; Shear (geology); Materials science; Cylinder; Shear waves; Context (archaeology); Optics; Composite material; Physics; Geology; Engineering; Mechanical engineering","authors":[{"name":"Anis Hadj Henni","is_ca":true},{"name":"Cédric Schmitt","is_ca":true},{"name":"Guy Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01183406230834761,"gpt":0.252520984784315,"spread":0.2406869224759673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001615525,0.0008269594,0.001236331,0.001245236,0.0003898056,0.0001701926,0.0003597781,0.0006617331,0.00001848165],"category_scores_gemma":[0.0003719393,0.0008357358,0.001000914,0.00171617,0.0003285722,0.0006750907,0.0000367643,0.001021153,0.000008026132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072157,"about_ca_system_score_gemma":0.0001534977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006713317,"about_ca_topic_score_gemma":0.000003781717,"domain_scores_codex":[0.9945956,0.000006703905,0.001327213,0.001334581,0.001157375,0.001578471],"domain_scores_gemma":[0.9965523,0.0002689287,0.0005694306,0.0002396524,0.001611829,0.000757786],"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":[0.00251076,0.001128022,0.01339269,0.001446219,0.001094244,0.000003175775,0.001730135,0.0002341606,0.9738821,0.001117259,0.002915102,0.0005461492],"study_design_scores_gemma":[0.02952957,0.008686903,0.007801341,0.003340987,0.008301915,0.002433256,0.01614653,0.7430409,0.0991016,0.001721627,0.07390895,0.00598643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360595,0.0005798683,0.05308828,0.0008241872,0.0006155999,0.0017067,0.000109158,0.0005265053,0.006490197],"genre_scores_gemma":[0.9787108,0.0007685582,0.01910524,0.0003168833,0.0004423831,0.00005459464,0.0001171828,0.0002287598,0.0002556182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8747805,"threshold_uncertainty_score":0.9994093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139631152","doi":"10.1109/ultsym.2007.627","title":"P6C-7 Ultrasound RF Time Series for Detection of Prostate Cancer: Feature Selection and Frame Rate Analysis","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Radio frequency; Artificial intelligence; Prostate cancer; Pattern recognition (psychology); Feature (linguistics); Frame rate; Frame (networking); Ultrasound; Feature selection; Series (stratigraphy); Ultrasonic sensor; Echo (communications protocol); Cancer; Computer vision; Medicine; Radiology; Telecommunications; Biology","authors":[{"name":"Mehdi Moradi","is_ca":true},{"name":"Purang Abolmaesumi","is_ca":true},{"name":"Robert Siemens","is_ca":true},{"name":"Eric E. Sauerbrei","is_ca":true},{"name":"Phillip A. Isotalo","is_ca":true},{"name":"Alisdair M. Boag","is_ca":true},{"name":"Parvin Mousavi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005347006532032316,"gpt":0.2429966773085497,"spread":0.2376496707765174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009435839,0.000681064,0.001038117,0.0008899082,0.0005360813,0.0003481105,0.0003629922,0.0006688892,0.0001100105],"category_scores_gemma":[0.0004631642,0.0006872583,0.0004095534,0.003896958,0.0002235157,0.000954184,0.00004111769,0.0006551705,0.000003415923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198684,"about_ca_system_score_gemma":0.00008324461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124494,"about_ca_topic_score_gemma":0.00004747642,"domain_scores_codex":[0.9964862,0.000002668057,0.0008129348,0.001132612,0.0005335901,0.001031965],"domain_scores_gemma":[0.996767,0.0002943699,0.0009808332,0.0001256454,0.001522245,0.0003098336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006738897,0.0001178098,0.06679362,0.0009612482,0.001385935,3.810223e-7,0.001166295,0.00003019436,0.9280333,0.0002334221,0.0003986887,0.0002052054],"study_design_scores_gemma":[0.0008364695,0.0002884803,0.00200468,0.00007931422,0.003923457,0.00008216952,0.001904193,0.0009314588,0.9874742,0.0003437284,0.001406463,0.0007253846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993949,0.0007321092,0.0005981475,0.0002753334,0.0001267169,0.000448077,0.0001319332,0.0003567022,0.003381973],"genre_scores_gemma":[0.9922104,0.001264061,0.001765943,0.00006632396,0.0005185555,0.0001692088,0.00003726249,0.0001121811,0.003856001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06478894,"threshold_uncertainty_score":0.9995579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106765192","doi":"10.1109/ultsym.2007.630","title":"P6C-10 Evaluation of the Structure Factor Size Estimator (SFSE) with Simulated Ultrasonic Backscattered Signals from Blood","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Blood properties and coagulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Radius of gyration; Gyration; Estimator; Hematocrit; RADIUS; Structure factor; Analytical Chemistry (journal); Physics; Shape factor; Molecular physics; Nuclear magnetic resonance; Materials science; Chromatography; Biological system; Mathematics; Chemistry; Polymer; Statistics; Geometry; Computer science; Biology","authors":[{"name":"Émilie Franceschini","is_ca":true},{"name":"François T.H. Yu","is_ca":true},{"name":"Marianne Fenech","is_ca":true},{"name":"Guy Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690735718828784,"gpt":0.2531451556594388,"spread":0.236237798471151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001168214,0.0008142878,0.001001798,0.000210002,0.0004271066,0.0002187211,0.0005717197,0.0006349533,0.000792587],"category_scores_gemma":[0.0008516453,0.0005519232,0.0003264775,0.001279778,0.0002948641,0.0006863911,0.0000746204,0.0008508101,0.00001620836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168969,"about_ca_system_score_gemma":0.0004548726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033504,"about_ca_topic_score_gemma":0.00001478129,"domain_scores_codex":[0.9940158,0.00001931086,0.001273665,0.001132267,0.002570662,0.0009882789],"domain_scores_gemma":[0.9939198,0.0002723255,0.001183541,0.0003712214,0.003847529,0.0004055553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009046656,0.0003668971,0.07885426,0.000378795,0.0005852166,0.000001443893,0.002124985,0.0002689842,0.9155628,0.00008703084,0.0004812039,0.0003837162],"study_design_scores_gemma":[0.006071607,0.0008938389,0.07685485,0.001099319,0.003291625,0.0001625741,0.001328275,0.005905693,0.9031488,0.0003090244,0.0002108186,0.0007236194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932107,0.0003985219,0.00003090313,0.0010714,0.0003697654,0.002342215,0.0001080125,0.0002462895,0.002222224],"genre_scores_gemma":[0.9969652,0.00004165321,0.001462397,0.0003543142,0.0005638796,0.00002622398,0.00003939961,0.00017584,0.0003710547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241405,"threshold_uncertainty_score":0.9996932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125086946","doi":"10.1109/ultsym.2007.268","title":"12A-1 Concentration Requirements for Subharmonic Quantitative Contrast Enhanced High Frequency Ultrasound Flow Studies","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; FujiFilm VisualSonics (Canada); University of Toronto","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Microbubbles; Ultrasound; Biomedical engineering; Blood flow; Materials science; Chemistry; Physics; Acoustics; Medicine; Internal medicine","authors":[{"name":"Shawn Stapleton","is_ca":true},{"name":"A. Needles","is_ca":true},{"name":"E. Elizabeth Henderson","is_ca":true},{"name":"F. Stuart Foster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02688213354508216,"gpt":0.2820755583887224,"spread":0.2551934248436402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001151404,0.0009325203,0.0009253576,0.0002554875,0.0007504747,0.0004307447,0.0006722556,0.0004430265,0.00003287563],"category_scores_gemma":[0.0005143785,0.0009704505,0.0002891088,0.0009342938,0.0003387917,0.001466256,0.00002617067,0.0005893604,0.00006409222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008460261,"about_ca_system_score_gemma":0.00009054922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001501773,"about_ca_topic_score_gemma":0.00002494428,"domain_scores_codex":[0.9951706,0.000005240757,0.001340122,0.001096496,0.0007116905,0.001675838],"domain_scores_gemma":[0.9962758,0.000750772,0.0004325067,0.0002032782,0.00192411,0.0004135451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001123705,0.0001529536,0.001208323,0.0005845901,0.0005295876,6.762788e-7,0.005785469,0.0001829133,0.962164,0.02675413,0.002214032,0.0003109162],"study_design_scores_gemma":[0.002686524,0.0004289478,0.0007631248,0.000333085,0.0004611229,0.00004491522,0.007411504,0.002157166,0.9764895,0.005770092,0.001886826,0.001567205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639142,0.001452786,0.01909637,0.0002958408,0.001699343,0.002584728,0.0002051977,0.001443444,0.009308058],"genre_scores_gemma":[0.9738994,0.002470019,0.02124445,0.0002104063,0.0008127472,0.0008334036,0.0001015265,0.0002457648,0.0001822471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02098404,"threshold_uncertainty_score":0.9992746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157416474","doi":"10.1109/ultsym.2007.258","title":"11C-6 New Observations on the Anisotropy of Ultrasound Blood Backscatter as a Function of Frequency and Shear Rate","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Anisotropy; Echogenicity; Erythrocyte aggregation; Blood flow; Backscatter (email); Hematocrit; Whole blood; Ultrasound; Materials science; Physics; Analytical Chemistry (journal); Chemistry; Optics; Acoustics; Chromatography; Computer science; Medicine; Telecommunications","authors":[{"name":"Cyrille Guilbert","is_ca":true},{"name":"François T.H. Yu","is_ca":true},{"name":"Guy Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01286323051862198,"gpt":0.2295539637779697,"spread":0.2166907332593477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006778417,0.0004730584,0.0004679326,0.0002028197,0.0003739109,0.0002068739,0.0004551363,0.0002786406,0.0002875464],"category_scores_gemma":[0.0005128004,0.0004044095,0.0002044366,0.0007411915,0.0002271692,0.0005525097,0.00004081524,0.0006940094,0.00001460722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224245,"about_ca_system_score_gemma":0.000172812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357104,"about_ca_topic_score_gemma":0.00000910684,"domain_scores_codex":[0.9971547,0.000004249588,0.0009527527,0.0006405552,0.0005735435,0.0006741877],"domain_scores_gemma":[0.9971002,0.0006097974,0.0007976842,0.0002046981,0.001037259,0.0002503563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001886826,0.0002510922,0.01395709,0.0002556328,0.0002225303,6.012231e-7,0.001369024,0.000002548779,0.9128748,0.06754478,0.003269796,0.00006347436],"study_design_scores_gemma":[0.0009285698,0.0007376015,0.002938152,0.0003294669,0.0004298998,0.00009873814,0.002739446,0.00007615046,0.9814233,0.008236477,0.001610405,0.0004517452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621161,0.000119584,0.0001248793,0.001332668,0.0002012449,0.0003172243,0.00004442083,0.0001025737,0.03564135],"genre_scores_gemma":[0.9945691,0.0004685911,0.001683363,0.0005206685,0.0003466153,0.00004494545,0.00001491847,0.00008879056,0.002263013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0685486,"threshold_uncertainty_score":0.9998408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154335030","doi":"10.1109/ultsym.2007.631","title":"P6C-11 In Vitro Study of Frequency-Dependent Blood Echogenicity Under Pulsatile Flow","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Echogenicity; Pulsatile flow; Blood flow; Transducer; Biomedical engineering; Stroke (engine); Ultrasound; In vivo; Imaging phantom; Cardiology; Materials science; Medicine; Internal medicine; Nuclear medicine; Acoustics; Physics; Radiology; Biology","authors":[{"name":"Linh-Chi Nguyen","is_ca":true},{"name":"François T.H. Yu","is_ca":true},{"name":"Guy Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01062904133095186,"gpt":0.2474513185021364,"spread":0.2368222771711846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00235012,0.0008333524,0.001254833,0.001521571,0.0003758517,0.0001381432,0.0007432014,0.0003797849,0.0001193429],"category_scores_gemma":[0.0002853955,0.0008682018,0.00040059,0.002748615,0.0002490607,0.0006918357,0.0001206728,0.001454402,0.00001245112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883625,"about_ca_system_score_gemma":0.0002051428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007139084,"about_ca_topic_score_gemma":0.00009955191,"domain_scores_codex":[0.9936211,0.00001610593,0.001567386,0.001474693,0.001704057,0.00161665],"domain_scores_gemma":[0.997225,0.0002170962,0.0007207403,0.0003272383,0.0009268432,0.0005830831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005749763,0.004138045,0.2848726,0.0002885392,0.0002557035,0.00001737143,0.005093566,0.0000235157,0.7042575,0.0002250078,0.0001262185,0.000126939],"study_design_scores_gemma":[0.01987268,0.005423273,0.05460235,0.0005178104,0.002426279,0.00183401,0.08771468,0.0005916739,0.8223044,0.0006292292,0.00168694,0.002396641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864593,0.0001918972,0.0001047166,0.0003100967,0.0005536254,0.001761552,0.00004463107,0.0003580879,0.01021612],"genre_scores_gemma":[0.9932038,0.0001507693,0.005431688,0.000258243,0.0003250693,0.00008729949,0.00002316907,0.0001850183,0.000334943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302702,"threshold_uncertainty_score":0.9993769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130975345","doi":"10.1109/ultsym.2007.570","title":"P5D-2 Propagation of Narrowband Shear Waves Induced by a Finite-Amplitude Radiation Force","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Narrowband; Physics; Shear waves; Acoustics; Viscoelasticity; Shear (geology); Wave propagation; Amplitude; Acoustic radiation force; Harmonic; Mechanics; Optics; Computational physics; Materials science; Ultrasound","authors":[{"name":"Alexia Giannoula","is_ca":true},{"name":"R.S.C. Cobbold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009859648966977632,"gpt":0.2477130796122243,"spread":0.2378534306452467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001503268,0.0006491324,0.0008301219,0.0008233701,0.0003463142,0.0001942796,0.0003641644,0.000490752,0.00002428711],"category_scores_gemma":[0.0007073076,0.0006434169,0.0003483422,0.001861723,0.0002680879,0.0009802419,0.00003502406,0.0008137149,0.00002063898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989879,"about_ca_system_score_gemma":0.0001655286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005580911,"about_ca_topic_score_gemma":0.000001424803,"domain_scores_codex":[0.9956176,0.00000723,0.001133683,0.001011854,0.001083677,0.001145992],"domain_scores_gemma":[0.9968451,0.0002518703,0.0007870391,0.000192621,0.001378379,0.0005449704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00064407,0.0004593181,0.03207219,0.0008069476,0.0001765308,0.000001096193,0.004058401,0.000003914009,0.9571682,0.001073197,0.002646342,0.0008898324],"study_design_scores_gemma":[0.004345774,0.002099822,0.007225237,0.0008577782,0.0006198924,0.0002967889,0.004191014,0.0008544115,0.9584453,0.0004026488,0.01951162,0.001149727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786532,0.0003479421,0.002030459,0.001193441,0.0004458715,0.001234227,0.00003243978,0.0004611676,0.01560123],"genre_scores_gemma":[0.9935169,0.0003886462,0.00417945,0.0003427818,0.0004882143,0.00003855572,0.00006817347,0.0001502918,0.0008270541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02484696,"threshold_uncertainty_score":0.9996017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008257685","doi":"10.1109/ultsym.2007.384","title":"P2B-7 Development of a Versatile Signal Processing Board for Real-Time 3D Beamforming","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Beamforming; Bandwidth (computing); Main lobe; Channel (broadcasting); Signal-to-noise ratio (imaging); Acoustics; SIGNAL (programming language); Voxel; Computer science; Signal processing; Physics; Telecommunications; Digital signal processing; Antenna (radio); Computer hardware; Artificial intelligence","authors":[{"name":"Kieran Wall","is_ca":true},{"name":"G.R. Lockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01105079201750833,"gpt":0.2539816503828085,"spread":0.2429308583653002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001961112,0.0007698519,0.001091279,0.000946887,0.0006663122,0.0001851761,0.0004607164,0.0004265355,0.00003649914],"category_scores_gemma":[0.0001931908,0.0007741202,0.0004252807,0.0014605,0.0003313983,0.0008468778,0.00005979397,0.0005828027,0.00002411369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498487,"about_ca_system_score_gemma":0.0005514573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002106144,"about_ca_topic_score_gemma":0.000002076663,"domain_scores_codex":[0.9947211,0.000002940394,0.001441569,0.001118067,0.001081239,0.001635058],"domain_scores_gemma":[0.9960732,0.000225269,0.0008980949,0.0001468359,0.002029134,0.0006274923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001238166,0.0004628142,0.01121706,0.002283854,0.000242673,0.000001996257,0.009161361,0.000004468371,0.9667909,0.0002446536,0.001238744,0.007113384],"study_design_scores_gemma":[0.006438152,0.001859803,0.00241068,0.00307016,0.001207461,0.000499556,0.01096018,0.0034407,0.876265,0.0001681315,0.09168655,0.001993557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544773,0.0001576029,0.0084893,0.0002688249,0.0002594831,0.001684596,0.00002411288,0.0007040595,0.03393478],"genre_scores_gemma":[0.7325183,0.00009271316,0.2653901,0.000138075,0.0005813407,0.00008048475,0.00003537289,0.0002027782,0.0009607689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2569008,"threshold_uncertainty_score":0.9994709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161292771","doi":"10.1109/ultsym.2007.232","title":"10D-2 Integrated Plate Acoustic Wave Transducers Using Mode Conversion","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":1,"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; McGill University","funders":"","keywords":"Transducer; Materials science; Acoustics; Ultrasonic sensor; Lamb waves; Vibration; Longitudinal mode; Acoustic wave; Shear waves; Shear (geology); Optics; Surface wave; Composite material; Optoelectronics; Physics; Wavelength","authors":[{"name":"K.-T. Wu","is_ca":true},{"name":"Makiko Kobayashi","is_ca":true},{"name":"C.K. Jen","is_ca":true},{"name":"J. Moisan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01463772735180955,"gpt":0.2275545608125989,"spread":0.2129168334607894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007089449,0.001151034,0.0009178016,0.000928068,0.0004818991,0.0003529047,0.0009041105,0.001120934,0.00004217821],"category_scores_gemma":[0.000198771,0.001192061,0.0002982198,0.001769359,0.000385565,0.001164446,0.00008827155,0.001652191,0.0000413567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200051,"about_ca_system_score_gemma":0.0000960162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002404464,"about_ca_topic_score_gemma":0.00000253152,"domain_scores_codex":[0.994719,0.00000322783,0.001138155,0.001099511,0.0009538134,0.002086326],"domain_scores_gemma":[0.9981673,0.000163856,0.0003023976,0.0002281213,0.000625883,0.0005124211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001283115,0.00007442221,0.0008079681,0.0007995139,0.0001939966,0.00002845136,0.001849905,0.006611843,0.986557,0.0006662052,0.001731793,0.0005505913],"study_design_scores_gemma":[0.0009482757,0.0001574499,0.00006580379,0.0003336003,0.0002875143,0.000389072,0.006325602,0.3844714,0.6043434,0.0003412687,0.001084314,0.001252345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579162,0.0003614604,0.0253772,0.0001207955,0.001469765,0.0008849691,0.00005785427,0.00469217,0.00911956],"genre_scores_gemma":[0.9873175,0.0005852462,0.0110931,0.00009439309,0.0003458442,0.00003550168,0.00001563386,0.0003628786,0.000149894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3822137,"threshold_uncertainty_score":0.9990529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134263287","doi":"10.1109/ultsym.2007.473","title":"P3I-1 Effect of Gamma and Neutron Radiation on Quartz SAW Resonators","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Resonator; Radiation; Neutron; Physics; Quartz; Uranium; Radiochemistry; Optoelectronics; Analytical Chemistry (journal); Materials science; Nuclear physics; Chemistry; Composite material","authors":[{"name":"A. Ternawly","is_ca":true},{"name":"R. N. Kleiman","is_ca":true},{"name":"Peter Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00380094238346449,"gpt":0.2080707161318442,"spread":0.2042697737483797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001336235,0.0007510457,0.0007830953,0.0007484293,0.0001838096,0.000145882,0.0005310125,0.0006844477,0.000007781176],"category_scores_gemma":[0.0004885271,0.0007259466,0.0001670839,0.0009463975,0.0002714386,0.000560784,0.00006187856,0.0008754865,0.00001858378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004331823,"about_ca_system_score_gemma":0.00002468519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009237477,"about_ca_topic_score_gemma":0.000001071955,"domain_scores_codex":[0.9965288,0.000004697817,0.0008350341,0.0007536018,0.0007866945,0.001091174],"domain_scores_gemma":[0.9984775,0.0004174389,0.0003177832,0.0001787107,0.0003228918,0.0002856823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003410561,0.00008111535,0.02084231,0.002071314,0.0001613293,0.000006512457,0.001253913,0.0002838896,0.95094,0.01088728,0.004747104,0.00838421],"study_design_scores_gemma":[0.00151129,0.001633292,0.005360344,0.0004187869,0.0001835874,0.00009830639,0.0009361613,0.006321099,0.9783685,0.000462428,0.003756322,0.0009498953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847982,0.001052346,0.0001204306,0.0001657454,0.0005929975,0.0007960168,0.0000179818,0.001615052,0.01084124],"genre_scores_gemma":[0.9976272,0.001041915,0.000698617,0.0000342246,0.0002950257,0.00006246244,0.00000486041,0.0001833602,0.00005234198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742852,"threshold_uncertainty_score":0.9995192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054490650","doi":"10.1109/ultsym.2007.566","title":"P5C-4 Image Guidance Using Camera and Ultrasound Images","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer vision; Artificial intelligence; Orientation (vector space); Computer science; Ultrasound; Volume (thermodynamics); Position (finance); Tracking (education); Trajectory; 3D ultrasound; Mathematics; Medicine; Radiology; Physics","authors":[{"name":"Sara Khosravi","is_ca":true},{"name":"Robert Rohling","is_ca":true},{"name":"Peter Lawrence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008908398713248052,"gpt":0.2340134084457892,"spread":0.2251050097325412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007082357,0.0007230356,0.0005585134,0.0003361436,0.000515377,0.0007306423,0.0005447422,0.0003401894,0.00002175011],"category_scores_gemma":[0.0001663098,0.0007979391,0.000147555,0.0009770875,0.0003074957,0.001084023,0.00006989596,0.000685567,0.00003702033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081645,"about_ca_system_score_gemma":0.00003900227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002455108,"about_ca_topic_score_gemma":0.00000270047,"domain_scores_codex":[0.996446,0.000001902314,0.0008363425,0.0008721163,0.0005397815,0.001303829],"domain_scores_gemma":[0.9982193,0.0001943484,0.0002345887,0.0001849947,0.0006609476,0.0005058129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001424547,0.00005847135,0.007396246,0.0003537309,0.00007252854,0.000002961739,0.00099542,0.0003072247,0.9834527,0.003123668,0.004073302,0.0001494749],"study_design_scores_gemma":[0.001024713,0.000117557,0.004655932,0.00031201,0.0002730962,0.0007741158,0.002251515,0.01357086,0.9682976,0.00120914,0.005547657,0.001965787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556823,0.0009854781,0.008673345,0.0002319272,0.0006160716,0.0007275811,0.00004533419,0.001380721,0.03165722],"genre_scores_gemma":[0.9579514,0.0008341316,0.03982523,0.0001476869,0.0007485304,0.00005882221,0.000007844826,0.0002392582,0.0001870697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03147015,"threshold_uncertainty_score":0.9994472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145827919","doi":"10.1109/ultsym.2007.274","title":"12B-1 Detectability of Small Blood Vessels Using High-Frequency Power Doppler Ultrasound","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Transducer; Blood flow; Vascularity; Doppler effect; Ultrasonic sensor; Acoustics; Ultrasound; Flow velocity; Biomedical engineering; Materials science; Receiver operating characteristic; Flow (mathematics); Physics; Computer science; Radiology; Medicine","authors":[{"name":"S. Pintér","is_ca":true},{"name":"James C. Lacefield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01236222051735512,"gpt":0.2425962731564582,"spread":0.2302340526391031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002334661,0.001140718,0.001528351,0.001126626,0.0004966405,0.0002414235,0.0007978972,0.0007496579,0.0001239807],"category_scores_gemma":[0.001002639,0.001141729,0.0007325473,0.002843938,0.0008794901,0.0008710543,0.00008377445,0.00144309,0.00002344317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943719,"about_ca_system_score_gemma":0.0003360985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003301297,"about_ca_topic_score_gemma":0.00001042974,"domain_scores_codex":[0.9929927,0.00001301505,0.001800831,0.001771976,0.00130982,0.002111657],"domain_scores_gemma":[0.9943466,0.0005008675,0.001058053,0.0004701868,0.002638902,0.0009854228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003760344,0.000918234,0.2236933,0.0008575601,0.0003989965,0.000008121761,0.00224616,0.000004712843,0.7699327,0.00135538,0.0001397935,0.00006904403],"study_design_scores_gemma":[0.005228732,0.001891005,0.04192556,0.001162483,0.002397287,0.003655236,0.005027974,0.00007378789,0.9338393,0.001179891,0.001657001,0.001961808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788603,0.0004109953,0.000951309,0.0002545224,0.0009092214,0.0012275,0.0000614112,0.0006540782,0.01667072],"genre_scores_gemma":[0.9442223,0.0002832316,0.05414583,0.0002604402,0.0005939114,0.00001544897,0.00001844613,0.0002553564,0.0002050459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1817677,"threshold_uncertainty_score":0.9991032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121114611","doi":"10.1109/ultsym.2007.331","title":"P1B-11 A 2D-Array for Transcranial Ultrasound Focusing Using Shear-Mode Conversion: A Numerical Study","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Canada Research Chairs","keywords":"Shear (geology); Longitudinal wave; Wavefront; Physics; Acoustics; Ultrasound; Computer science; Geology; Wave propagation; Optics","authors":[{"name":"Samuel Pichardo","is_ca":true},{"name":"Kullervo Hynynen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01775796499869197,"gpt":0.2888438922793818,"spread":0.2710859272806898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002187426,0.001272013,0.001613293,0.001095415,0.001284756,0.0005684763,0.000671274,0.0006314656,0.00005456577],"category_scores_gemma":[0.0005505105,0.001287378,0.000976936,0.002409248,0.0004565693,0.001196246,0.00004095423,0.001227321,0.0000227672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007157763,"about_ca_system_score_gemma":0.0003480471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002560975,"about_ca_topic_score_gemma":0.000008104541,"domain_scores_codex":[0.9923121,0.00001512971,0.001516704,0.002087659,0.001543823,0.002524568],"domain_scores_gemma":[0.995415,0.0005806811,0.0006296282,0.000314057,0.001846042,0.001214582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002434908,0.001902043,0.1171569,0.0007571985,0.0004395639,0.0000133544,0.009254668,0.00001658733,0.8665395,0.0002712583,0.001102728,0.0001112667],"study_design_scores_gemma":[0.04659452,0.01448045,0.01496748,0.002937775,0.01077668,0.01196834,0.08601155,0.004452099,0.6857445,0.000581599,0.1133546,0.008130405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955616,0.0001499365,0.0336436,0.0007776782,0.001409318,0.003628491,0.00005937097,0.0009290471,0.003786528],"genre_scores_gemma":[0.9510056,0.00006407284,0.04537724,0.0005670734,0.002183374,0.00007732004,0.00002608257,0.0003645832,0.0003346927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180795,"threshold_uncertainty_score":0.9989576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002463719","doi":"10.1109/ultsym.2007.287","title":"12D-5 NDE of Adhesive Joints Using V(x,t) Data","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasonics and Acoustic Wave Propagation","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":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fourier transform; Waveform; Frequency domain; Adhesive; Domain (mathematical analysis); Time domain; Discrete Fourier transform (general); Space (punctuation); Mode (computer interface); Acoustics; Optics; Materials science; Layer (electronics); Physics; Mathematical analysis; Fourier analysis; Computer science; Mathematics; Composite material; Short-time Fourier transform; Telecommunications; Computer vision","authors":[{"name":"Jeffrey M. Sadler","is_ca":true},{"name":"С. А. Титов","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02865975298979039,"gpt":0.2516558923900979,"spread":0.2229961394003075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001818065,0.0007395698,0.0007875412,0.0005125097,0.0002627912,0.0002593257,0.001432588,0.0004750213,0.00003950017],"category_scores_gemma":[0.000378963,0.0007928427,0.0001758103,0.001155795,0.000206606,0.001599888,0.0001966326,0.0007824446,0.00003131954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955528,"about_ca_system_score_gemma":0.0001089288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002344929,"about_ca_topic_score_gemma":0.000004408224,"domain_scores_codex":[0.995294,0.000003404,0.001353962,0.00101587,0.0009940648,0.001338725],"domain_scores_gemma":[0.9974204,0.0001639012,0.0005330332,0.0004034533,0.001057407,0.0004218331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005231951,0.00011508,0.003067928,0.0007883477,0.0001639626,0.000003839029,0.00116051,0.0006335207,0.9896355,0.00164715,0.002123802,0.0006080362],"study_design_scores_gemma":[0.001060151,0.0001953738,0.0005903589,0.000559475,0.0003719923,0.0002283304,0.002263797,0.1546225,0.835168,0.0008071978,0.002850942,0.00128185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629186,0.0004603059,0.008890594,0.00009966125,0.001374245,0.0007913584,0.0001568103,0.0007536082,0.02455477],"genre_scores_gemma":[0.9823409,0.0004557328,0.01604609,0.00008024807,0.0006759313,0.0000144625,0.00004901924,0.0002321949,0.0001054029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544675,"threshold_uncertainty_score":0.9994522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102753387","doi":"10.1109/ultsym.2007.435","title":"P3A-6 Non-Invasive Micro-Vascular Ultrasound Elastography: Comparisons with M-Mode Strain Measurements in Rat Models of Hypertension","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Elastography; Strain (injury); Artificial intelligence; Ultrasound; Computer science; Biomedical engineering; Physics; Medicine; Internal medicine; Acoustics","authors":[{"name":"Roch L. Maurice","is_ca":true},{"name":"J. Fromageau","is_ca":true},{"name":"Ékatherina Stoyanova","is_ca":true},{"name":"Junzheng Peng","is_ca":true},{"name":"Pavel Hamet","is_ca":true},{"name":"Johanne Tremblay","is_ca":true},{"name":"Guy Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02352640879364725,"gpt":0.2445213024765532,"spread":0.220994893682906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001793492,0.001141642,0.001721114,0.001903084,0.0003818602,0.000177338,0.000639561,0.0005491488,0.00001206825],"category_scores_gemma":[0.0002463457,0.001052478,0.0006407687,0.00330284,0.0007203789,0.001105909,0.00005406668,0.00136988,0.0000114611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840253,"about_ca_system_score_gemma":0.0003624783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002689493,"about_ca_topic_score_gemma":0.00009468137,"domain_scores_codex":[0.9931382,0.00001411658,0.001482588,0.001621568,0.001826854,0.001916688],"domain_scores_gemma":[0.9954056,0.0003092794,0.0008080308,0.0003648193,0.002320112,0.0007922185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00112123,0.001039275,0.2473542,0.0007647019,0.0004242878,0.000008745061,0.002706116,0.0002186488,0.7450488,0.00016406,0.001090845,0.00005916195],"study_design_scores_gemma":[0.01561922,0.003332886,0.03485074,0.005417392,0.002115391,0.002240254,0.01828043,0.00116459,0.9111032,0.0003898208,0.002682695,0.002803393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841151,0.0004213299,0.00281607,0.0002927009,0.0003767226,0.001677255,0.00004701555,0.0003096971,0.009944091],"genre_scores_gemma":[0.9681997,0.0007540125,0.03000459,0.0003739699,0.0002459931,0.00004842318,0.00005434659,0.0002327106,0.00008628109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2125034,"threshold_uncertainty_score":0.9991925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032721598","doi":"10.1109/ultsym.2007.456","title":"P3D-3 Transmission Ultrasound Imaging to Guide Thermal Therapy","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - IEEE Ultrasonics Symposium","topic":"Photoacoustic and Ultrasonic Imaging","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":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Materials science; Ultrasound; Biomedical engineering; Pixel; Intensity (physics); Laser; Optics; Acoustics; Medicine; Physics","authors":[{"name":"Eldham Soleimankhani","is_ca":true},{"name":"Michael C. Kolios","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006116788103047093,"gpt":0.2222233715923249,"spread":0.2161065834892778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001999642,0.001251759,0.0008599615,0.0007192425,0.0006207346,0.0007282328,0.001258932,0.0003813377,0.00013631],"category_scores_gemma":[0.0001761896,0.001250103,0.0003739043,0.001552198,0.0001838351,0.001422393,0.00005421048,0.00118422,0.0001460985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007716558,"about_ca_system_score_gemma":0.0001111118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004447344,"about_ca_topic_score_gemma":0.000001813293,"domain_scores_codex":[0.9934167,0.000005591441,0.001379506,0.001316325,0.001203277,0.0026786],"domain_scores_gemma":[0.9973099,0.0003076692,0.0002270184,0.0002813143,0.0007447518,0.001129324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001361056,0.000123082,0.005119672,0.0002273882,0.0001133282,0.00001370382,0.00573353,0.0006833191,0.9645661,0.0004319096,0.01433073,0.008521152],"study_design_scores_gemma":[0.001818333,0.0001793531,0.001933511,0.0004452236,0.0001313087,0.0006093633,0.003413946,0.009493351,0.8858021,0.0002003476,0.09380018,0.002172906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8304126,0.001153506,0.02232599,0.0005883615,0.001747581,0.001395154,0.00002982867,0.003083249,0.1392637],"genre_scores_gemma":[0.9869897,0.001033069,0.008306626,0.001134749,0.001232667,0.000120054,0.00001335105,0.0004568607,0.0007129002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565771,"threshold_uncertainty_score":0.9989949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}