{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"bfcb42199e27","filters":{"venue":"Acoustical imaging"}},"results":[{"id":"W173890511","doi":"10.1007/978-1-4020-8823-0_39","title":"High Resolution Ultrasonic Method for 3D Fingerprint Representation in Biometrics","year":2008,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Biometric Identification and Security","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Biometrics; Fingerprint (computing); Artificial intelligence; Identification (biology); Ultrasonic sensor; Computer science; Computer vision; Pattern recognition (psychology); Feature (linguistics); Acoustics; Physics","authors":[{"name":"Roman Gr. Maev","is_ca":true},{"name":"E.Yu. Bakulin","is_ca":true},{"name":"E. Maeva","is_ca":true},{"name":"F. Severin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04273159744232875,"gpt":0.3173593112745971,"spread":0.2746277138322684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002951,0.000499228,0.0005504592,0.0009051434,0.000204471,0.000775673,0.0009376437,0.0009558334,0.0111691],"category_scores_gemma":[0.0005469355,0.0004364596,0.0003989805,0.001545149,0.0004146057,0.0009835256,0.0005750182,0.0008573838,0.005504942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319421,"about_ca_system_score_gemma":0.0002278786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436655,"about_ca_topic_score_gemma":0.00044136,"domain_scores_codex":[0.9996806,0.00004541452,0.00001551413,0.00006126749,0.0001802511,0.00001692207],"domain_scores_gemma":[0.9997339,0.0001081568,0.00001354482,0.00006409336,0.00007231483,0.000007967634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000724958,0.00003475376,0.000198787,0.0005074869,0.00002916493,0.0001606846,0.0001628936,0.006477176,0.1990886,0.03792366,0.01043452,0.7449098],"study_design_scores_gemma":[0.00002776433,0.0003697878,0.002921859,0.0002947795,0.0001364198,0.005467069,0.0002135034,0.2402129,0.3380051,0.03104736,0.3811223,0.0001811033],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002237051,0.004954581,0.9839177,0.000114417,0.0002194007,0.00002312815,0.0000993089,0.0007986056,0.007635734],"genre_scores_gemma":[0.07933764,0.01066941,0.8473104,0.0002485393,0.0004279212,0.0001145795,0.0004461446,0.0003433463,0.06110203],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0111691,"threshold_uncertainty_score":0.03736436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W122762963","doi":"10.1007/978-1-4419-8606-1_32","title":"Novel Techniques In Ultrasonic Correlation Spectroscopy","year":2002,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Scattering; Ultrasonic sensor; Acoustics; Speckle pattern; Optics; Spectroscopy; Doppler effect; Physics; Materials science; Computational physics","authors":[{"name":"M. L. Cowan","is_ca":true},{"name":"J. H. Page","is_ca":true},{"name":"David A. Weitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009186993629624744,"gpt":0.2319338035120472,"spread":0.2227468098824225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006001619,0.001029963,0.0008177489,0.001278089,0.000560128,0.001349749,0.001526364,0.001270186,0.008276814],"category_scores_gemma":[0.00121695,0.0008585632,0.0003662121,0.00195162,0.001840377,0.002786337,0.001007892,0.002295926,0.003953178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000678699,"about_ca_system_score_gemma":0.0005232755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000287713,"about_ca_topic_score_gemma":0.0005430316,"domain_scores_codex":[0.9995142,0.0000837804,0.00001795013,0.00009481727,0.0002622689,0.00002695543],"domain_scores_gemma":[0.9994047,0.0003470586,0.00003329787,0.00009516688,0.00009826742,0.0000215954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005389014,0.000089924,0.0001342957,0.000649734,0.00002790225,0.0002278972,0.0002407366,0.002712592,0.06205785,0.5765377,0.01863748,0.3386301],"study_design_scores_gemma":[0.0000379594,0.0001733655,0.0008111002,0.0003553726,0.00006189925,0.003467326,0.0001430341,0.06903675,0.1044137,0.3016001,0.5197514,0.000148057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003933835,0.043924,0.8853567,0.0009435764,0.00148824,0.0001010519,0.0001077044,0.0008954543,0.06324944],"genre_scores_gemma":[0.07903613,0.04419609,0.7460749,0.00125829,0.002646782,0.0003959842,0.0002448897,0.0005029098,0.1256442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008276814,"threshold_uncertainty_score":0.02768874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233248356","doi":"10.1007/978-1-4419-8606-1","title":"Acoustical Imaging","year":2002,"lang":"en","type":"book","venue":"Acoustical imaging","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science","authors":[{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01323824589522358,"gpt":0.2734140846760095,"spread":0.2601758387807859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004311274,0.001109502,0.0008401773,0.001489086,0.0005758952,0.001415852,0.000989988,0.001262499,0.08963942],"category_scores_gemma":[0.00120556,0.0004015842,0.000500735,0.0007094712,0.0006235702,0.001309051,0.001118766,0.002049976,0.09419037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258264,"about_ca_system_score_gemma":0.0006253264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007291683,"about_ca_topic_score_gemma":0.00182471,"domain_scores_codex":[0.9997206,0.00002915941,0.00001523394,0.00005425468,0.0001610533,0.00001964455],"domain_scores_gemma":[0.9996606,0.00008296088,0.00001143284,0.00006267037,0.0001362454,0.00004609315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000452554,0.00005575569,0.0002424412,0.0003598366,0.00001248273,0.000897511,0.000105068,0.000232541,0.01272403,0.008509636,0.2026097,0.7742056],"study_design_scores_gemma":[0.000007135856,0.0000400722,0.0004493979,0.0001805482,0.00001383814,0.007586194,0.0000370579,0.0002152072,0.002337441,0.004990775,0.9841282,0.00001410557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001896619,0.05734976,0.1121846,0.003030091,0.006686394,0.0002274329,0.0006955664,0.002654764,0.8152749],"genre_scores_gemma":[0.00622572,0.02224296,0.02788189,0.002526294,0.001527821,0.0001279088,0.0004426471,0.0004506366,0.9385741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08963942,"threshold_uncertainty_score":0.2998738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2288475183","doi":"10.1007/978-1-4419-8606-1_40","title":"Theoretical and Experimental Study of the Acoustic Nonlinearities at an Interface with Poor Adhesive Bonding","year":2002,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"3D IC and TSV technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Adhesive; Ultrasonic sensor; Acoustics; Nonlinear system; Reflection (computer programming); Materials science; Distortion (music); Harmonic; Computer science; Composite material; Physics; Layer (electronics); Optoelectronics","authors":[{"name":"Brian E. O’Neill","is_ca":true},{"name":"Jeffery Sadler","is_ca":true},{"name":"F. Severin","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009223004729250365,"gpt":0.2276748990524091,"spread":0.2184518943231588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004260644,0.0004207907,0.0003866623,0.0004424213,0.0007416829,0.0004048159,0.00127962,0.0007527967,0.005058731],"category_scores_gemma":[0.001385333,0.0005075108,0.00025351,0.0003838988,0.001277195,0.001173344,0.0004463775,0.0009697547,0.0005912576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004511339,"about_ca_system_score_gemma":0.0002283854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009175805,"about_ca_topic_score_gemma":0.0008146399,"domain_scores_codex":[0.9998121,0.00003063992,0.000003664718,0.00003404499,0.000096273,0.00002326061],"domain_scores_gemma":[0.999371,0.0004821421,0.00002908257,0.00004703146,0.00005711897,0.00001377724],"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":[0.000490124,0.0005032131,0.001742286,0.0005477627,0.0000354302,0.0004855362,0.0007468715,0.04875489,0.8626106,0.06044057,0.001929781,0.02171288],"study_design_scores_gemma":[0.0000743907,0.0005685873,0.005504317,0.00004374956,0.0000482484,0.0006101666,0.0004633227,0.5878351,0.3842258,0.01633005,0.004221662,0.00007468158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134055,0.002382273,0.04329536,0.0003814602,0.00006352281,0.00006957402,0.0002217338,0.000225445,0.03995523],"genre_scores_gemma":[0.9823272,0.000859757,0.009773362,0.00002870202,0.00003185909,0.00006458578,0.0001166072,0.00003043548,0.006767493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005058731,"threshold_uncertainty_score":0.01692313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W101837513","doi":"10.1007/978-1-4419-8606-1_55","title":"Suppression of Edge Waves by Apodization of Wide Band Cylindrical Transducers","year":2002,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Transducer; Apodization; Acoustics; Enhanced Data Rates for GSM Evolution; Materials science; Optics; Voltage; Physics; Engineering; Telecommunications","authors":[{"name":"С. А. Титов","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true},{"name":"A. N. Bogatchenkov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00776085901794703,"gpt":0.1960715470011469,"spread":0.1883106879831998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987401,0.0008302808,0.0006121889,0.0003168538,0.0002025612,0.0008455343,0.0008083924,0.0008426066,0.002588297],"category_scores_gemma":[0.0008296272,0.0003807861,0.0003505728,0.000510734,0.000662507,0.00120053,0.0007284443,0.0009604613,0.001834814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973093,"about_ca_system_score_gemma":0.0001713621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008837596,"about_ca_topic_score_gemma":0.0001709875,"domain_scores_codex":[0.9996415,0.00005588186,0.00001148431,0.00006479511,0.000186369,0.00004000211],"domain_scores_gemma":[0.9993603,0.0003103102,0.00007892164,0.0001140573,0.0001116026,0.00002487628],"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":[0.0002646752,0.00003643915,0.000186407,0.0001393092,0.00001195827,0.0001192405,0.000193069,0.002947442,0.8552621,0.02185827,0.001154561,0.1178266],"study_design_scores_gemma":[0.00003739669,0.000453876,0.001697594,0.00005249312,0.00003245925,0.001841227,0.0001375335,0.0749516,0.87613,0.01174055,0.03285607,0.00006907227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07740571,0.003604831,0.8908129,0.00028163,0.0002254056,0.00003419134,0.00006145363,0.001106781,0.02646703],"genre_scores_gemma":[0.5133607,0.005037629,0.420736,0.000365698,0.0003201799,0.00009123808,0.0002870033,0.0005556339,0.05924589],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002588297,"threshold_uncertainty_score":0.008658707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W948590625","doi":"10.1007/978-1-4020-8823-0_28","title":"Investigation of Human Nail Microstructure with Ultrasound","year":2008,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Nail (fastener); Ultrasonic sensor; Ultrasound; Nail plate; Microstructure; Biomedical engineering; Medicine; Materials science; Psoriasis; Radiology; Dermatology; Composite material","authors":[{"name":"Anna Maeva","is_ca":true},{"name":"E.Yu. Bakulin","is_ca":true},{"name":"Л. А. Денисова","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01511523315103954,"gpt":0.2513265841623996,"spread":0.23621135101136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001774251,0.0002097235,0.0001905982,0.0004124406,0.0001670575,0.0004122044,0.000255852,0.0004171095,0.006318588],"category_scores_gemma":[0.0001313631,0.0002046005,0.0001355849,0.0003378675,0.000421873,0.000480865,0.0002598538,0.0004075607,0.00162544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626807,"about_ca_system_score_gemma":0.0002077262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006075447,"about_ca_topic_score_gemma":0.001597659,"domain_scores_codex":[0.9999536,0.000006221343,0.000001422583,0.00001167472,0.0000228319,0.000004125648],"domain_scores_gemma":[0.999945,0.00003564557,0.000002604151,0.000005853989,0.000008535458,0.00000223871],"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":[0.00006096007,0.00004249801,0.0006829851,0.0004789917,0.00001317759,0.0004527388,0.0004741279,0.00095731,0.759178,0.01160552,0.004672062,0.2213816],"study_design_scores_gemma":[0.00001858754,0.0004958794,0.01739259,0.0003074006,0.00006701507,0.009950592,0.00101768,0.006312365,0.5367023,0.02398151,0.4036714,0.00008267053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1685366,0.09056237,0.3885089,0.001650659,0.0009619892,0.0002696626,0.0009774719,0.001231256,0.347301],"genre_scores_gemma":[0.369185,0.06491802,0.1935322,0.001136344,0.0002978343,0.0001572146,0.0005825524,0.0002576395,0.3699332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006318588,"threshold_uncertainty_score":0.02113783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W141000040","doi":"10.1007/1-4020-5721-0_39","title":"Acoustic Imaging of Microstructure and Evaluation of the Adhesive’s Physical, Mechanical and Chemical Properties Changes at Different Cure States","year":2007,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Adhesive; Materials science; Thermosetting polymer; Microstructure; Composite material; Epoxy; Elastic modulus; Characterization (materials science); Acoustic microscopy; Viscoelasticity; Nanotechnology; Microscopy","authors":[{"name":"I. Severina","is_ca":true},{"name":"Agnès Fabre","is_ca":true},{"name":"E. Maeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02201625103854869,"gpt":0.2508201644764017,"spread":0.228803913437853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001468905,0.0002990265,0.0002109728,0.0004937259,0.0002028952,0.000368505,0.0003925528,0.0004865491,0.00454313],"category_scores_gemma":[0.0001386189,0.0003525653,0.0001732601,0.0004700733,0.0002369389,0.0005393956,0.000234401,0.0006686444,0.001521969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168004,"about_ca_system_score_gemma":0.0001450462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003926878,"about_ca_topic_score_gemma":0.001040154,"domain_scores_codex":[0.9999121,0.000005435636,0.000002648567,0.00002489391,0.00004343185,0.00001155858],"domain_scores_gemma":[0.9999038,0.00003384132,0.00001116867,0.00001145697,0.00003106067,0.000008549379],"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":[0.00001715086,0.00001107193,0.00008681421,0.000045461,0.000001924177,0.00004018456,0.00002850053,0.00007211028,0.9883258,0.0003673061,0.0003370917,0.01066657],"study_design_scores_gemma":[0.000005763095,0.0001079818,0.006419404,0.00001493121,0.00001544807,0.0008586255,0.00008031138,0.002506743,0.9745345,0.0005396437,0.0149029,0.00001361897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5421942,0.01690845,0.3242058,0.0007588939,0.0004757529,0.0002549186,0.001429047,0.001835343,0.1119375],"genre_scores_gemma":[0.6333975,0.009172089,0.2240677,0.0004531652,0.0001383957,0.0001982523,0.001024553,0.0004765345,0.1310718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00454313,"threshold_uncertainty_score":0.01519829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W120602031","doi":"10.1007/978-1-4020-2402-3_19","title":"Ultrasonic Techniques for Imaging and Measurements in Molten Magnesium Using Clad Buffer Rods","year":2004,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Molten metal; Materials science; Metallurgy; Intermetallic; Rod; Casting; Refining (metallurgy); Magnesium; Foundry; Alloy","authors":[{"name":"Yuu Ono","is_ca":true},{"name":"J. Moisan","is_ca":true},{"name":"C. K. Jen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02982307457044529,"gpt":0.2727439575970271,"spread":0.2429208830265818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003590346,0.000670867,0.000404042,0.0004648289,0.0002207261,0.0005100189,0.001371351,0.0004843497,0.001684835],"category_scores_gemma":[0.0004577296,0.0005408156,0.0001993669,0.0006078965,0.0004202026,0.0007389864,0.0004876486,0.0006031506,0.0008224906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152495,"about_ca_system_score_gemma":0.0002306193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005767876,"about_ca_topic_score_gemma":0.001818836,"domain_scores_codex":[0.9997037,0.00002339555,0.000008983407,0.00003873416,0.0002037111,0.00002157687],"domain_scores_gemma":[0.9996086,0.000192928,0.00004515809,0.00005782862,0.00007706943,0.00001842694],"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":[0.00006303543,0.00001345896,0.0001444145,0.0001200058,0.000003489595,0.00007756981,0.0001607547,0.0004001644,0.9617387,0.002253815,0.0002799095,0.03474471],"study_design_scores_gemma":[0.00001547106,0.0002385976,0.001411286,0.00004854145,0.00001762219,0.0006800281,0.0001180982,0.006056887,0.9693983,0.0008269814,0.02116966,0.00001855614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2736341,0.02079997,0.6623734,0.0004100501,0.0003028585,0.0002490726,0.0002657026,0.001388986,0.04057585],"genre_scores_gemma":[0.5567161,0.00869316,0.3671805,0.0001392242,0.00007689262,0.0001464097,0.0003065532,0.0003477066,0.06639346],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001684835,"threshold_uncertainty_score":0.005636394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W112719889","doi":"10.1007/0-306-47107-8_35","title":"Angular Spectrum Approach to Time-Resolved Acoustic Microscopy","year":2002,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Angular spectrum method; Spectrum (functional analysis); Acoustic microscopy; Microscopy; Materials science; Optics; Physics; Acoustics; Diffraction; Quantum mechanics","authors":[{"name":"С. А. Титов","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008021739335198848,"gpt":0.1981106380420888,"spread":0.1900888987068899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609004,0.0008453163,0.0007064312,0.001354513,0.0003853563,0.001386346,0.001122737,0.0007548109,0.008646005],"category_scores_gemma":[0.0005395146,0.0004691113,0.0003874728,0.001212631,0.001048998,0.001434832,0.0006531168,0.001519655,0.003726443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006269326,"about_ca_system_score_gemma":0.0003943562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008505844,"about_ca_topic_score_gemma":0.0009949873,"domain_scores_codex":[0.9997763,0.00003492359,0.00001130809,0.00003291935,0.000126641,0.00001788878],"domain_scores_gemma":[0.9998308,0.00005841701,0.000008440751,0.00003360954,0.00005780961,0.00001081701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001911622,0.00003131309,0.00004667898,0.0001364523,0.00001655606,0.00006076589,0.00007111601,0.008456899,0.01382311,0.8681765,0.008895427,0.100266],"study_design_scores_gemma":[0.000007460266,0.00003042954,0.0003229379,0.00005477813,0.00002467554,0.0005385931,0.00006282447,0.1408293,0.01007865,0.6715759,0.1764261,0.00004834315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001740151,0.00961876,0.9096254,0.0003941574,0.000875606,0.00002426994,0.00006467998,0.0007107942,0.07694626],"genre_scores_gemma":[0.1093372,0.03746033,0.627152,0.0007942901,0.001833312,0.000203191,0.0003224165,0.0008971186,0.2220001],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008646005,"threshold_uncertainty_score":0.02892381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W307762024","doi":"10.1007/978-1-4020-2402-3_24","title":"An Array Implementation of the Resonance Spectroscopy Method for Adhesive Bonding Imaging","year":2004,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Adhesive; Materials science; Interface (matter); Transducer; Spectroscopy; Acoustics; Time domain; Composite material; Computer science; Physics; Computer vision","authors":[{"name":"Brian E. O’Neill","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true},{"name":"F. Severin","is_ca":true},{"name":"С. А. Титов","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00883993717546108,"gpt":0.2854702741180764,"spread":0.2766303369426153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002516821,0.0005893396,0.0004052905,0.0005445144,0.0003019319,0.0007417179,0.001233438,0.001066462,0.009407012],"category_scores_gemma":[0.0004347298,0.0004783096,0.0004360302,0.0005604097,0.0003074135,0.0009957099,0.0004608742,0.0008200696,0.005444016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566117,"about_ca_system_score_gemma":0.0002881401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003305745,"about_ca_topic_score_gemma":0.0008876366,"domain_scores_codex":[0.9997115,0.00003834703,0.00001012215,0.00006300423,0.0001556116,0.00002136103],"domain_scores_gemma":[0.9997544,0.00007536011,0.0000134819,0.00004842451,0.00009630307,0.00001202963],"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":[0.00009053289,0.0001057942,0.0001735564,0.0002727302,0.00004021378,0.0002146696,0.0001431977,0.003032627,0.608663,0.0382001,0.008867559,0.3401961],"study_design_scores_gemma":[0.00003576589,0.0005259248,0.0009129975,0.00008995541,0.0001118266,0.003067864,0.00008220488,0.1239177,0.6474761,0.01255409,0.2111161,0.000109464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006107333,0.001110812,0.9572397,0.0002145715,0.0004609668,0.0000716247,0.00007439904,0.002008388,0.03271206],"genre_scores_gemma":[0.04837334,0.0009807285,0.9103479,0.000232424,0.0001103462,0.0001032153,0.0001058612,0.0001703298,0.03957587],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009407012,"threshold_uncertainty_score":0.03146958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W154734046","doi":"10.1007/978-90-481-3255-3_18","title":"Acoustic Microscopy Study of Properties and Microstructure of Synthetic and Natural Fiber Composite Materials","year":2011,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Microstructure; Materials science; Composite material; Composite number; Fiber; Synthetic fiber; Filler (materials); Natural fiber","authors":[{"name":"I. Severina","is_ca":true},{"name":"Jeffrey M. Sadler","is_ca":true},{"name":"E. Maeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01344523760006421,"gpt":0.2326064490664839,"spread":0.2191612114664196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001008373,0.0001141641,0.00009996253,0.000173494,0.0001580946,0.000110369,0.000292704,0.0001766575,0.001235017],"category_scores_gemma":[0.000149874,0.0001399822,0.00008844137,0.0001421632,0.0002011422,0.0002723669,0.0001254039,0.0002078799,0.0001509282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065839,"about_ca_system_score_gemma":0.00009078352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000704815,"about_ca_topic_score_gemma":0.0009955462,"domain_scores_codex":[0.9999462,0.00000438174,0.000001648816,0.00001445,0.00002657446,0.000006628583],"domain_scores_gemma":[0.9998899,0.00005325146,0.00001268773,0.00001217801,0.00002566807,0.000006422364],"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":[0.00002346632,0.00001035872,0.0001685616,0.00002995691,0.000002589667,0.00002634884,0.00002947072,0.0001820067,0.9952925,0.0003652441,0.00008697801,0.003782488],"study_design_scores_gemma":[0.000004233778,0.00007063185,0.007412189,0.000004842034,0.000007436282,0.0003707549,0.00004170925,0.005391271,0.9829708,0.0002378849,0.003482257,0.000006116079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505607,0.004692293,0.02893562,0.0001338089,0.0000575079,0.00002804877,0.0001447513,0.0001524393,0.01529482],"genre_scores_gemma":[0.9763155,0.001091405,0.010751,0.0000255315,0.0000189347,0.00001494714,0.0001350797,0.00002611822,0.01162146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001235017,"threshold_uncertainty_score":0.004131496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145881454","doi":"10.1007/978-1-4020-2402-3_54","title":"Fundamentals of Spatio-Temporal Fourier Spectroscopy in Quantitative Acoustic Microscopy","year":2004,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Acoustic microscopy; Transducer; Materials science; Acoustics; Microscopy; Fourier transform; Attenuation; Optics; Spectroscopy; Physics","authors":[{"name":"С. А. Титов","is_ca":false},{"name":"Roman Gr. Maev","is_ca":true},{"name":"A. N. Bogatchenkov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01219425910511251,"gpt":0.2552448112021758,"spread":0.2430505520970633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000846675,0.0009487221,0.0008718125,0.001490575,0.0003948117,0.001428159,0.001559231,0.001169357,0.008721787],"category_scores_gemma":[0.001144594,0.0008097856,0.0004839876,0.001865442,0.001617568,0.002459034,0.0007736886,0.002224348,0.005315911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773833,"about_ca_system_score_gemma":0.0005778323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006183477,"about_ca_topic_score_gemma":0.001011603,"domain_scores_codex":[0.9995104,0.0000772758,0.00003181328,0.00007229923,0.0002792453,0.00002889448],"domain_scores_gemma":[0.999404,0.0003163523,0.00002586402,0.00009377826,0.0001417472,0.00001829642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003641592,0.00008361501,0.0001360694,0.001165968,0.00003135252,0.0001613328,0.000283974,0.007684222,0.04426492,0.4840817,0.03079078,0.4312796],"study_design_scores_gemma":[0.00001177706,0.00007231464,0.0006885431,0.0003346028,0.00002471689,0.001305824,0.00008220692,0.05068833,0.03043331,0.3879822,0.5282788,0.00009753835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001078034,0.0418806,0.9220598,0.0006957009,0.001172195,0.00004251394,0.0001724462,0.0007912081,0.03210745],"genre_scores_gemma":[0.03993377,0.07804933,0.8203873,0.0006165327,0.001874339,0.0003024317,0.0003546923,0.0005295165,0.05795205],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008721787,"threshold_uncertainty_score":0.02917731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W280919687","doi":"10.1007/978-1-4020-8823-0_27","title":"A Study of the Potential to Detect Caries Lesions at the White-Spot Stage Using V(Z) Technique","year":2008,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Enamel paint; Demineralization; Ultrasonic sensor; Stage (stratigraphy); Dentistry; Degree (music); Materials science; Optics; Biomedical engineering; Acoustics; Medicine; Physics; Geology","authors":[{"name":"E.Yu. Bakulin","is_ca":true},{"name":"Л. А. Денисова","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01713690164952246,"gpt":0.237949168683101,"spread":0.2208122670335785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005496026,0.0002360991,0.0002353635,0.0004933213,0.0002516454,0.0003301426,0.0005242619,0.000615312,0.002747004],"category_scores_gemma":[0.0009111007,0.0002205796,0.0003629482,0.0003553615,0.0003432601,0.0004820089,0.0002302276,0.0003294987,0.000647885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137465,"about_ca_system_score_gemma":0.0001585189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009364747,"about_ca_topic_score_gemma":0.0006661615,"domain_scores_codex":[0.9998088,0.00004730668,0.000005701556,0.00004571498,0.00007178402,0.00002069893],"domain_scores_gemma":[0.9994709,0.0003782117,0.00002587242,0.00003016855,0.00007830927,0.00001655585],"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":[0.0005805429,0.00008391344,0.001180282,0.0001841523,0.00002033744,0.000181312,0.0001259433,0.0002403244,0.9492712,0.000661346,0.0002373371,0.04723335],"study_design_scores_gemma":[0.00003796153,0.003706158,0.01065077,0.00002399958,0.0000948827,0.002039442,0.0001883634,0.003358271,0.9727686,0.0004704617,0.006625258,0.00003592066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008177,0.02073125,0.05617487,0.0001494984,0.0001112263,0.000152671,0.0001558294,0.0002972643,0.02140963],"genre_scores_gemma":[0.9304555,0.006621681,0.03917853,0.00007730006,0.0000467108,0.00004436565,0.0001931056,0.00008307254,0.02329972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002747004,"threshold_uncertainty_score":0.009189606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110142228","doi":"10.1007/978-94-007-2619-2_19","title":"Development of a Practical Nonlinear Imaging Technique for Transcranial Visualization of Blood Vessels","year":2012,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Imaging phantom; Visualization; Acoustics; Nonlinear system; Flow visualization; Materials science; Attenuation; Blood flow; Ultrasonic sensor; Distortion (music); Biomedical engineering; Computer science; Optics; Flow (mathematics); Physics; Artificial intelligence; Radiology; Mechanics; Engineering; Medicine","authors":[{"name":"Jeffrey M. Sadler","is_ca":true},{"name":"Eugene Malyarenko","is_ca":false},{"name":"Kiyanoosh Shapoori","is_ca":false},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594688234604363,"gpt":0.2735210532955904,"spread":0.2575741709495468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003658224,0.0005657632,0.000255434,0.0004236541,0.0002927908,0.0004887564,0.0008127577,0.0007323432,0.004698803],"category_scores_gemma":[0.000410318,0.0004038271,0.0003016108,0.0003007849,0.0004703251,0.001076876,0.0006623385,0.00116627,0.002429514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865701,"about_ca_system_score_gemma":0.0005741929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005432053,"about_ca_topic_score_gemma":0.001488757,"domain_scores_codex":[0.9998314,0.00001627961,0.000007160707,0.00003201448,0.0001027656,0.00001030344],"domain_scores_gemma":[0.9998161,0.00007612969,0.000009313982,0.0000233369,0.00006346017,0.00001177528],"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":[0.00004236646,0.00004106525,0.0001832703,0.0003824384,0.00001506413,0.000330454,0.0002020938,0.001787182,0.7026754,0.01694817,0.004654021,0.2727384],"study_design_scores_gemma":[0.00003580896,0.0005331174,0.001832791,0.0001668065,0.00006990185,0.01117804,0.0001174392,0.06908586,0.5928246,0.01113974,0.3128996,0.0001162546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008336441,0.003955475,0.9669972,0.0003240624,0.0002397165,0.0001427749,0.00006352593,0.0006235812,0.01931717],"genre_scores_gemma":[0.03365328,0.004703219,0.9205691,0.0001990983,0.0001100268,0.0001662411,0.0001198205,0.0001733867,0.0403057],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004698803,"threshold_uncertainty_score":0.01571912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W205914271","doi":"10.1007/978-1-4020-2402-3_13","title":"Acoustic Visualization of Interface Deterioration in Adhesive Bond Joints","year":2004,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Adhesive; Aerospace; Automotive industry; Rivet; Durability; Materials science; Adhesive bonding; Bond; Composite material; Epoxy adhesive; Mechanical engineering; Engineering; Aerospace engineering; Business","authors":[{"name":"E. Maeva","is_ca":true},{"name":"I. Severina","is_ca":true},{"name":"Gilbert B. Chapman","is_ca":true},{"name":"F. Severin","is_ca":true},{"name":"Brian E. O’Neill","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01238973799800903,"gpt":0.2625898489906416,"spread":0.2502001109926326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001250179,0.0003171025,0.0002531955,0.0003943731,0.0002147012,0.000487442,0.000465516,0.0003893083,0.005546581],"category_scores_gemma":[0.0001969193,0.0002988786,0.000138675,0.0003590985,0.0002300323,0.0006017499,0.0003211109,0.0007926346,0.001356877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937345,"about_ca_system_score_gemma":0.0001693597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290088,"about_ca_topic_score_gemma":0.0009681572,"domain_scores_codex":[0.999925,0.000006973145,0.000001822035,0.00001400493,0.0000427143,0.000009483177],"domain_scores_gemma":[0.9998913,0.00005054127,0.000009120376,0.00001087918,0.00002772586,0.00001036852],"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":[0.00006285337,0.00002821997,0.0002186508,0.0001396684,0.000004166159,0.0002270692,0.0001393653,0.000538376,0.9441557,0.001993469,0.001824098,0.0506684],"study_design_scores_gemma":[0.00002334619,0.0002056899,0.009701709,0.00009740661,0.00002714251,0.002648305,0.0003039998,0.01437199,0.9050715,0.004592031,0.06291533,0.00004155757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3515062,0.04160296,0.4343538,0.001175691,0.0006862912,0.0001252147,0.0005960964,0.003606937,0.1663467],"genre_scores_gemma":[0.5789484,0.01817684,0.1826618,0.0005140806,0.0002702893,0.0001162062,0.0004784785,0.0009153092,0.2179185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005546581,"threshold_uncertainty_score":0.0185551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W782386242","doi":"10.1007/978-1-4020-2402-3_43","title":"Characterization and Imaging of Thin, Highly Oriented Layers: Theory and Experiment","year":2004,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Characterization (materials science); Nonlinear system; Anisotropy; Ultrasonic sensor; Interface (matter); Wavelength; Computer science; Acoustics; Theoretical physics; Optics; Materials science; Physics; Mechanics; Quantum mechanics; Bubble","authors":[{"name":"Jeffrey M. Sadler","is_ca":true},{"name":"Brian E. O’Neill","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005021560915528374,"gpt":0.2017608512489466,"spread":0.1967392903334182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002366554,0.0003627088,0.0003701919,0.0002288435,0.000184006,0.0007795481,0.0008692109,0.0007297043,0.0008621237],"category_scores_gemma":[0.0003728276,0.0004050373,0.0001575023,0.000294644,0.0007084275,0.001228509,0.0003162463,0.000405175,0.0003298183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577915,"about_ca_system_score_gemma":0.0001567154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254037,"about_ca_topic_score_gemma":0.0003444926,"domain_scores_codex":[0.9998671,0.00001244537,0.00000445699,0.00002788907,0.00007591708,0.000012177],"domain_scores_gemma":[0.9996822,0.0001700975,0.00003504545,0.00005329639,0.00004737188,0.00001194827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000616028,0.00004419844,0.0002296877,0.0001773739,0.00001008506,0.00005644959,0.00009145204,0.004465553,0.9560249,0.009142915,0.0006121459,0.0290837],"study_design_scores_gemma":[0.00001846055,0.000119996,0.001237194,0.00002866504,0.00002099953,0.0003774787,0.00006821812,0.07090239,0.9136896,0.007347417,0.006160535,0.00002911456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3049922,0.008188847,0.6648273,0.000486183,0.000133572,0.00009831564,0.0002600584,0.0006943702,0.02031912],"genre_scores_gemma":[0.7025967,0.004722342,0.2785277,0.0001782684,0.00006969947,0.00008306606,0.0002567821,0.0001564017,0.01340898],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0008692109,"threshold_uncertainty_score":0.00288409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1632343415","doi":"10.1007/978-94-007-2619-2_14","title":"Ultrasound Background Cancellation Based on Time-Varying Synthesis","year":2012,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Fault (geology); Computer science; Distortion (music); Fault detection and isolation; Ultrasonic sensor; Phase distortion; Acoustics; Artificial intelligence; Computer vision; Filter (signal processing); Geology; Physics; Seismology; Telecommunications","authors":[{"name":"Jose Juan Mijares-Chan","is_ca":true},{"name":"Gabriel Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01235612510944702,"gpt":0.2108143004458716,"spread":0.1984581753364246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120108,0.0008387791,0.0005407858,0.0003906689,0.0002152072,0.0008364142,0.0007806326,0.0008360071,0.005640985],"category_scores_gemma":[0.0009918432,0.0003480399,0.000600713,0.0004270245,0.0004549645,0.0007671308,0.0006418714,0.001003203,0.004128144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498051,"about_ca_system_score_gemma":0.0003543346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005216077,"about_ca_topic_score_gemma":0.0007838779,"domain_scores_codex":[0.9996961,0.00004255435,0.00001027169,0.00005177548,0.000178024,0.00002121676],"domain_scores_gemma":[0.9996884,0.0001825073,0.00001411529,0.00003305985,0.00007019693,0.0000118289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002884981,0.00005945409,0.0001750243,0.0003885538,0.00008892601,0.0001965705,0.0001269702,0.02440484,0.3664698,0.03202299,0.004700045,0.5710784],"study_design_scores_gemma":[0.00007720713,0.0002475162,0.0007859303,0.0001223939,0.0001517,0.001569724,0.00006041303,0.534686,0.3723894,0.01597585,0.07384449,0.00008939526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001925771,0.0006139064,0.9917998,0.00006097644,0.0001302677,0.00001638141,0.00002822766,0.000431988,0.004992745],"genre_scores_gemma":[0.09533792,0.00337483,0.8533953,0.0003508921,0.0003314601,0.0001088757,0.0005902784,0.0005397014,0.04597079],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005640985,"threshold_uncertainty_score":0.01887095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W29868449","doi":"10.1007/978-1-4020-8823-0_23","title":"New Generation of High Resolution Ultrasonic Imaging Technique for Advanced Material Characterization: Review","year":2008,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council; Chrysler (Canada); University of Windsor","funders":"","keywords":"Nondestructive testing; Characterization (materials science); Ultrasonic sensor; Acoustic emission; Process (computing); Engineering; Computer science; Mechanical engineering; Systems engineering; Materials science; Acoustics; Nanotechnology","authors":[{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01248562935952731,"gpt":0.2228677602630531,"spread":0.2103821309035258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005005882,0.000664674,0.0009405485,0.001469713,0.000152271,0.0006422422,0.00128635,0.0009021853,0.003761009],"category_scores_gemma":[0.0004799384,0.0003982361,0.0003293539,0.001986847,0.0003176069,0.001609693,0.0004994846,0.0009533187,0.00347007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892417,"about_ca_system_score_gemma":0.0005341748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003678572,"about_ca_topic_score_gemma":0.0006572689,"domain_scores_codex":[0.9997931,0.00001843899,0.00001592874,0.00005054402,0.0001046342,0.00001731541],"domain_scores_gemma":[0.9997291,0.0001096911,0.00003416846,0.00001265715,0.0001015441,0.00001284796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004834608,0.00006476617,0.0001578659,0.00787936,0.00005069844,0.0001934205,0.00006278628,0.0004349907,0.04100073,0.004524141,0.0240157,0.9215672],"study_design_scores_gemma":[0.00001506897,0.0002010714,0.000587463,0.000660877,0.00009448956,0.002260021,0.00005809553,0.0007931813,0.03064721,0.002262199,0.9623751,0.00004530002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008942491,0.9816977,0.01143731,0.0003432746,0.0005252391,0.00001919648,0.00004779523,0.00007410143,0.004961204],"genre_scores_gemma":[0.004659595,0.9714283,0.01296196,0.0005813605,0.0005827107,0.00004296637,0.000137588,0.00002812024,0.009577384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003761009,"threshold_uncertainty_score":0.01258188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W141552864","doi":"10.1007/978-1-4419-8606-1_38","title":"Acoustic Microscopic Characterization on Advanced Ceramic Composites","year":2002,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Composite material; Composite number; Characterization (materials science); Toughness; Interface (matter); Ceramic; Ceramic matrix composite; Fiber; Stress (linguistics); Matrix (chemical analysis); Nanotechnology","authors":[{"name":"Jiankai Hu","is_ca":false},{"name":"Qianlin Zhang","is_ca":false},{"name":"Zhiyun Pan","is_ca":false},{"name":"Hong Yin","is_ca":false},{"name":"Songgen Zhang","is_ca":false},{"name":"В. М. Левин","is_ca":false},{"name":"Roman Gr. Maev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007087578391503188,"gpt":0.2091854575424087,"spread":0.2020978791509055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001448277,0.0002036381,0.0002426792,0.0005597789,0.0003383637,0.0003181733,0.0003389223,0.0002193785,0.003779287],"category_scores_gemma":[0.0001990094,0.0002967802,0.0001574815,0.0003994135,0.0003283716,0.0005108828,0.0002180384,0.000420141,0.0007592923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822848,"about_ca_system_score_gemma":0.0001572658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274278,"about_ca_topic_score_gemma":0.00294566,"domain_scores_codex":[0.9998732,0.000004761296,0.000003320318,0.00002578994,0.00008049889,0.00001242109],"domain_scores_gemma":[0.999872,0.00003902767,0.00001213755,0.00001835775,0.0000488926,0.000009587392],"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":[0.00003006759,0.00001513675,0.0001233925,0.00008582026,0.000003038976,0.0000481979,0.0001108984,0.0006196346,0.9699398,0.001465329,0.001161529,0.02639712],"study_design_scores_gemma":[0.00000375058,0.00009439074,0.005685806,0.00001581205,0.00001514862,0.0008217352,0.000119492,0.005761006,0.949632,0.0009887241,0.03684315,0.00001891341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5927041,0.01549345,0.2351671,0.000716533,0.0006608249,0.0001615982,0.0006824619,0.001728671,0.1526853],"genre_scores_gemma":[0.7596183,0.004147987,0.06350641,0.0001260799,0.000110153,0.00007340506,0.0005834752,0.0003422468,0.171492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003779287,"threshold_uncertainty_score":0.01264298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W133275364","doi":"10.1007/1-4020-5721-0_7","title":"Ultrasonic Characterization of the Biological Objects of Spherical or Cylindrical Shape Using an Acoustic Microscope","year":2007,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Microscope; Acoustics; Ultrasonic sensor; Optics; Characterization (materials science); Physics; Nanotechnology","authors":[{"name":"Anna Maeva","is_ca":true},{"name":"E.Yu. Bakulin","is_ca":true},{"name":"A. Sinisac","is_ca":true},{"name":"N. Bajic","is_ca":true},{"name":"Л. А. Денисова","is_ca":true},{"name":"F. Severin","is_ca":true},{"name":"Roman Gr. Maev","is_ca":true},{"name":"E.A. Khramtsova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03581103105011791,"gpt":0.2582306768755784,"spread":0.2224196458254605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122793,0.0002599479,0.0003027124,0.0004615935,0.0001575417,0.000391431,0.0004593655,0.0003977189,0.002351143],"category_scores_gemma":[0.0001921174,0.0002315709,0.0001723862,0.0003295163,0.0003392759,0.0005367586,0.0002175446,0.0003018634,0.0009907368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937877,"about_ca_system_score_gemma":0.0002328164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205741,"about_ca_topic_score_gemma":0.0007663055,"domain_scores_codex":[0.9999245,0.000004206981,0.000002836286,0.00001579943,0.0000467457,0.000005814654],"domain_scores_gemma":[0.9999092,0.00004128465,0.000009634219,0.00001088484,0.00002266172,0.000006374647],"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":[0.00002477559,0.000008079742,0.0001751839,0.0001057339,0.000003874282,0.00005911911,0.00007677259,0.0005238995,0.9511177,0.001715361,0.0006234001,0.04556617],"study_design_scores_gemma":[0.000005922391,0.0001596849,0.005575329,0.00003360107,0.0000262929,0.002037957,0.0001706425,0.0147682,0.9348494,0.002332814,0.04000676,0.00003343958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2449551,0.02095431,0.6619419,0.0007431308,0.0002521011,0.0001397703,0.0004529683,0.001377305,0.06918351],"genre_scores_gemma":[0.5219502,0.01428009,0.3626409,0.0003381343,0.0001631412,0.0001285522,0.0007863888,0.000252118,0.09946042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002351143,"threshold_uncertainty_score":0.00786531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}