{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":48,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":48,"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"},"query_hash":"dc0e25313269","filters":{"venue":"e-Journal of Nondestructive Testing"}},"results":[{"id":"W4322098240","doi":"10.58286/26642","title":"Correlative Laser Confocal Microscopy Study and Multimodal 2D/3D Registration as Ground Truth for X-ray Inspection of Internal Defects in LPBF Manufacturing","year":2022,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Object Research Systems (Canada); École de Technologie Supérieure; National Research Council Canada; Polytechnique Montréal","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Ground truth; Confocal; Correlative; Materials science; Confocal microscopy; Image registration; Volume (thermodynamics); Resolution (logic); Laser; Image resolution; Microscopy; Computer science; Computer vision; Optics; Artificial intelligence; Image (mathematics); Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01376662142825042,"gpt":0.2687119277679121,"spread":0.2549453063396617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004381336,0.0001751223,0.0002995729,0.0002431784,0.0001667403,0.00003094781,0.0001099666,0.00003205366,0.000009234379],"category_scores_gemma":[0.0003455705,0.0001885068,0.00005110506,0.0001670142,0.00006541658,0.0004940848,0.00004726826,0.0005768482,2.677023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997984,"about_ca_system_score_gemma":0.00004725473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007337399,"about_ca_topic_score_gemma":0.00001893136,"domain_scores_codex":[0.9987948,0.00007444956,0.0005469965,0.0001695932,0.0002173064,0.0001968577],"domain_scores_gemma":[0.9988095,0.0005395052,0.0004095929,0.00007388193,0.0001144518,0.00005311651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001319101,0.0004389271,0.2411868,0.0002325453,0.0003409474,0.0002964293,0.01808764,0.5879709,0.1317013,0.0002335329,0.000009813173,0.01818213],"study_design_scores_gemma":[0.01345365,0.00574106,0.7005125,0.0006496268,0.0002605186,0.002356413,0.05610932,0.1343009,0.07581066,0.00981905,0.00003319246,0.0009530231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730667,0.00009902191,0.02568993,0.000003612819,0.0004897663,0.0003109434,0.000008475577,0.00003497443,0.0002965815],"genre_scores_gemma":[0.9803327,0.00000154721,0.01950649,0.000007662582,0.00009850006,0.00001565964,0.00000152742,0.00002886314,0.000007033722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4593258,"threshold_uncertainty_score":0.7687086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402988877","doi":"10.58286/30295","title":"Developing flaw sizing methodology in Total Focusing Method (TFM) by EDM calibration blocks","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Mitacs; Hydro-Québec","keywords":"Sizing; Calibration; Computer science; Electronic engineering; Engineering; Mathematics; Statistics; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.09007837309542092,"gpt":0.3485852615821036,"spread":0.2585068884866826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002588125,0.0004213399,0.0006623573,0.0007803691,0.0001167016,0.000190339,0.0003266264,0.0002286126,0.00002417288],"category_scores_gemma":[0.002509678,0.0004343863,0.0001282755,0.001346265,0.0001019191,0.00107781,0.0001123449,0.001249931,0.000002378577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873749,"about_ca_system_score_gemma":0.0002698724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110617,"about_ca_topic_score_gemma":0.00001056748,"domain_scores_codex":[0.9971271,0.0004059102,0.001143666,0.0003881814,0.0003651745,0.0005700178],"domain_scores_gemma":[0.995864,0.003242849,0.0003026133,0.0001850341,0.0002819694,0.00012354],"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":[0.00003524047,0.00002234994,0.007421945,0.0003855633,0.0002349222,0.0006185515,0.0017125,0.003646776,0.8987436,0.01399437,0.0002177347,0.07296649],"study_design_scores_gemma":[0.0009929393,0.0004550384,0.006397658,0.004462599,0.0002031966,0.01295656,0.0008576613,0.08088768,0.2014826,0.6895349,0.0001148805,0.001654216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3666866,0.00127934,0.628807,0.00008432008,0.0007268265,0.0001606986,0.000005542086,0.0005755047,0.001674118],"genre_scores_gemma":[0.2893073,0.000007924036,0.7102877,0.00001864278,0.0002728317,0.000007479157,0.000001909119,0.00009135783,0.000004812415],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6972609,"threshold_uncertainty_score":0.9998108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391997778","doi":"10.58286/29306","title":"CIVA as an Aid to Understanding Ultrasonic Anisotropy in Steel","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Anisotropy; Isotropy; Materials science; Ultrasonic sensor; Calibration; Beam (structure); Acoustics; Composite material; Shear (geology); Structural engineering; Optics; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03564264633725375,"gpt":0.2667643602526358,"spread":0.231121713915382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004360305,0.0001669435,0.0002064712,0.0003540976,0.000055407,0.0001609721,0.0001592228,0.00005099875,0.00003829138],"category_scores_gemma":[0.0003963001,0.000161364,0.00005004424,0.0006564974,0.00002310542,0.0005406816,0.00001599266,0.0004588121,0.00001325567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006537068,"about_ca_system_score_gemma":0.0001164799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000154413,"about_ca_topic_score_gemma":0.000009789578,"domain_scores_codex":[0.9988577,0.00003033088,0.0004126441,0.0001647317,0.0002519024,0.0002827352],"domain_scores_gemma":[0.9992995,0.0003172198,0.00006863281,0.00009420048,0.00007563207,0.0001448506],"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":[0.00006876163,0.00007181041,0.007469539,0.0003368755,0.0001760173,0.00110983,0.003887716,0.1810274,0.7568186,0.02918159,0.0002545215,0.01959733],"study_design_scores_gemma":[0.002732481,0.003329068,0.03155526,0.006243911,0.0002676295,0.007768101,0.01055152,0.5232498,0.03468203,0.3769087,0.000680906,0.002030623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300116,0.0002797219,0.06690855,0.00006838444,0.0006373901,0.0001102113,0.000006939139,0.0001095227,0.00186763],"genre_scores_gemma":[0.9551229,0.00001352998,0.04450566,0.0000218013,0.0002780028,0.000001819668,0.000001305133,0.00004563423,0.000009285671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7221366,"threshold_uncertainty_score":0.6580234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322013082","doi":"10.58286/27759","title":"X-ray tomography study of “squeezed pores” in additively manufactured titanium alloy subjected to hot isostatic pressing","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Additive Manufacturing Materials and Processes","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":"Object Research Systems (Canada)","funders":"","keywords":"Hot isostatic pressing; Materials science; Titanium alloy; Shrinkage; Microstructure; Alloy; Pressing; Synchrotron; Composite material; Metallurgy; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.02366784233794744,"gpt":0.2485357881023713,"spread":0.2248679457644238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004482706,0.0002918781,0.0005776779,0.0009340311,0.00007124925,0.00006546258,0.0002809493,0.00006914125,0.00008655345],"category_scores_gemma":[0.0007158685,0.0002680376,0.0000710547,0.001219362,0.00004511125,0.000319518,0.00007180152,0.0003235418,0.000006959862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750204,"about_ca_system_score_gemma":0.0000541136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007484375,"about_ca_topic_score_gemma":0.00003917277,"domain_scores_codex":[0.9980861,0.000115473,0.0008052328,0.0002204496,0.0003915541,0.0003812247],"domain_scores_gemma":[0.9983929,0.0006373502,0.0003887496,0.0001437222,0.0003180491,0.0001192181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001077159,0.0005073914,0.05268555,0.001132829,0.0008367556,0.001373754,0.01978982,0.1584628,0.7471264,0.00001677771,0.001423053,0.01556771],"study_design_scores_gemma":[0.001369024,0.0007898001,0.907957,0.0007256558,0.00005745889,0.00005040336,0.002966681,0.0003417307,0.08470603,0.0006440843,0.00004323865,0.000348862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981683,0.00004160897,0.0003852177,0.00000991321,0.0004073215,0.0003517059,0.00006301069,0.0001395411,0.0004333587],"genre_scores_gemma":[0.9917508,0.000006048225,0.007979502,0.00001015038,0.0001622633,0.00001443807,0.000006943007,0.00006152104,0.000008352968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8552715,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398768940","doi":"10.58286/29928","title":"Continuous Wave Ultrasound Testing Techniques","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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":"Canadian Nuclear Laboratories","funders":"","keywords":"Ultrasonic sensor; Acoustics; Continuous wave; Transducer; Ultrasound; Time domain; SIGNAL (programming language); Ultrasonic testing; Computer science; Electronic engineering; Optics; Engineering; Physics; Computer vision; Laser","retraction":null,"screen_n_in":null,"score":{"opus":0.02279843906584683,"gpt":0.2299356147510709,"spread":0.207137175685224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004640348,0.0002045907,0.0002582723,0.0002147068,0.00008061052,0.0001940707,0.0001357888,0.00006653514,0.00002913182],"category_scores_gemma":[0.001881658,0.0001832655,0.00007922937,0.0005519639,0.0000571205,0.0004083928,0.00001940006,0.000582531,0.000009110458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661522,"about_ca_system_score_gemma":0.00009010663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007641325,"about_ca_topic_score_gemma":5.282072e-7,"domain_scores_codex":[0.9987623,0.00002368689,0.000526332,0.0001493251,0.0002628624,0.0002754545],"domain_scores_gemma":[0.997968,0.001279508,0.0001434861,0.00009967767,0.0004186425,0.00009075474],"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":[0.000005455578,0.00001649192,0.001992386,0.0002169099,0.0001298618,0.000464199,0.0003448889,0.001856758,0.7751675,0.0004170793,0.0004018116,0.2189867],"study_design_scores_gemma":[0.00129504,0.002200527,0.02160972,0.01038899,0.0008929701,0.05938271,0.002215898,0.3244428,0.4465083,0.1248188,0.003346283,0.002897971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097461,0.001604625,0.07034687,0.00002649402,0.001138115,0.0001777906,0.0000142644,0.0007443482,0.0162014],"genre_scores_gemma":[0.8029048,0.00001300924,0.1963814,0.00000909452,0.0006159901,0.000002631112,0.000001101842,0.00005039829,0.00002151282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286592,"threshold_uncertainty_score":0.7473352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310424628","doi":"10.58286/27311","title":"Detecting Changes in Boundary Conditions based on Sensitivity-based Statistical Tests","year":2022,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Structural Health Monitoring Techniques","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sensitivity (control systems); Parametric statistics; Computer science; Structural health monitoring; Reliability (semiconductor); Boundary (topology); Beam (structure); Stiffening; Algorithm; Structural engineering; Data mining; Engineering; Mathematics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.0338806485425527,"gpt":0.3105464844635925,"spread":0.2766658359210398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008977902,0.0002105318,0.0003167155,0.0004716484,0.0003273407,0.00003597349,0.0001441707,0.00005201662,0.00006098019],"category_scores_gemma":[0.00128831,0.000232535,0.00004487263,0.0006270157,0.00007576808,0.0001111641,0.00003936259,0.001207025,0.000001254442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009445561,"about_ca_system_score_gemma":0.0002166214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004791794,"about_ca_topic_score_gemma":0.00003220577,"domain_scores_codex":[0.9983034,0.00022451,0.0004470286,0.0001759879,0.0004639881,0.0003851078],"domain_scores_gemma":[0.996564,0.002769849,0.0002384921,0.0001515644,0.0001542324,0.0001218574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003065042,0.0001565225,0.1773247,0.000468729,0.00005465234,0.003436425,0.0005730162,0.653684,0.05729503,0.0002780909,0.0003289457,0.1060935],"study_design_scores_gemma":[0.001188421,0.00144959,0.671926,0.000524215,0.00003089443,0.0009983596,0.0003099694,0.3104989,0.008123385,0.004364807,0.00009195267,0.0004934434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949595,0.00003276904,0.003412385,0.0000954393,0.0007061575,0.0001877507,0.00007716461,0.0002543188,0.0002745342],"genre_scores_gemma":[0.8879024,3.689609e-7,0.1117135,0.00009243848,0.0002168293,0.00002217105,0.000004852477,0.00004663918,7.928639e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4946014,"threshold_uncertainty_score":0.9482504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316661968","doi":"10.58286/27243","title":"Validation of wireless impact echo prototype for condition assessment of concrete structures","year":2022,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Geophysical Methods and Applications","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":"Cimetrix Solutions (Canada); University of Ottawa","funders":"Mitacs","keywords":"Echo (communications protocol); Ground-penetrating radar; Classification of discontinuities; Acoustics; Ultrasonic sensor; Ultrasonic testing; Wireless; Bluetooth; Computer science; Slab; Nondestructive testing; Delamination (geology); Radar; Geology; Structural engineering; Engineering; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.03268144014895844,"gpt":0.3521617424869369,"spread":0.3194803023379784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003537281,0.00009466246,0.0002647736,0.00009286951,0.00007493865,0.000008259893,0.0001272311,0.0000229159,0.00004435538],"category_scores_gemma":[0.0001370269,0.00008733968,0.0001043544,0.0002586171,0.00003756066,0.0001126954,0.00002247152,0.000205087,6.370909e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007113,"about_ca_system_score_gemma":0.00008381918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001037854,"about_ca_topic_score_gemma":5.814088e-8,"domain_scores_codex":[0.9991218,0.00006178929,0.0004224584,0.0000740846,0.0002133015,0.000106528],"domain_scores_gemma":[0.9985653,0.0004212901,0.0005273481,0.00008849512,0.0003585946,0.00003893401],"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":[0.00003505081,0.00001295132,0.004264705,0.0001243575,0.0001001831,7.554334e-7,0.0001487566,0.04298342,0.9439276,0.002488696,0.00001735047,0.0058962],"study_design_scores_gemma":[0.002259002,0.003765524,0.3668911,0.0001856766,0.0002687003,0.0002057705,0.001008956,0.06829423,0.3866436,0.1700142,0.00002649739,0.0004367671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619585,0.00001547268,0.03718878,0.00000691565,0.0000953725,0.0004045574,0.00009912736,0.00001442346,0.0002168218],"genre_scores_gemma":[0.8467554,5.325086e-7,0.1531078,0.000001606924,0.00006776898,0.00004366469,0.000007592515,0.00001461878,9.160178e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5572839,"threshold_uncertainty_score":0.3561608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398769056","doi":"10.58286/29905","title":"AI-based Model to Estimate the Flaws from Ultrasonic NDT Data","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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":"University of Waterloo","funders":"","keywords":"Nondestructive testing; Ultrasonic sensor; Mean squared error; Finite element method; Ultrasonic testing; Acoustics; Artificial neural network; Computer science; Engineering; Structural engineering; Artificial intelligence; Mathematics; Statistics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.06136302529952063,"gpt":0.3440975879743616,"spread":0.282734562674841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001024281,0.0004201495,0.000444519,0.0003027083,0.0001650437,0.0003398318,0.001613966,0.0001113816,0.00003298861],"category_scores_gemma":[0.002089702,0.0003268215,0.0001113165,0.0009030172,0.0001398452,0.0008808257,0.0002308608,0.001192898,0.00003250594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488733,"about_ca_system_score_gemma":0.0003622847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006205348,"about_ca_topic_score_gemma":0.00002660812,"domain_scores_codex":[0.997682,0.00008089562,0.0007545506,0.0004498087,0.0005366852,0.0004960299],"domain_scores_gemma":[0.9964809,0.001848301,0.000180225,0.0009146421,0.0003644828,0.0002114048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001352379,0.0000978812,0.01904341,0.0004917851,0.0009437172,0.001033139,0.00178221,0.4615872,0.436839,0.01134741,0.01417299,0.05252605],"study_design_scores_gemma":[0.000263924,0.0001582019,0.005127897,0.001371472,0.0001902975,0.0004908257,0.00004827289,0.7791412,0.005505864,0.2070758,0.0001195204,0.0005067754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4846065,0.001003965,0.5079172,0.0005371092,0.0009182063,0.0003673484,0.000207415,0.001480662,0.002961636],"genre_scores_gemma":[0.4767279,0.000002164391,0.522783,0.00008705242,0.0002935659,0.000006988757,0.000007971712,0.00008845898,0.000002845937],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4313332,"threshold_uncertainty_score":0.9999184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411864216","doi":"10.58286/31515","title":"Evaluation of opal photonic crystal films for application in non-destructive testing","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Photonic crystal; Materials science; Optoelectronics; Nanotechnology; Optics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03348895354106519,"gpt":0.3280351155520288,"spread":0.2945461620109636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567627,0.0001665902,0.0003467733,0.0002380202,0.0001203828,0.00002700123,0.0002400077,0.00004668587,0.00002308071],"category_scores_gemma":[0.0005328752,0.0001680644,0.0001114577,0.0008410579,0.00008456688,0.000228481,0.00004910746,0.0002463669,5.306235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705202,"about_ca_system_score_gemma":0.0007178569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002529498,"about_ca_topic_score_gemma":0.0000107519,"domain_scores_codex":[0.9983641,0.00006521906,0.0007595943,0.0002313527,0.0003527948,0.000226973],"domain_scores_gemma":[0.9961239,0.0007088199,0.0009779606,0.0001816448,0.001959267,0.00004848072],"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":[0.0000809668,0.0003089941,0.09863435,0.00007741368,0.0001954645,6.125109e-7,0.0005304953,0.01187825,0.7469069,0.007391484,0.00003410411,0.133961],"study_design_scores_gemma":[0.006561577,0.0003986005,0.24298,0.0009607481,0.0006799842,0.00003337788,0.004491387,0.2614245,0.06041854,0.4215161,0.0000448804,0.0004903139],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612784,0.00004990171,0.02968329,0.00001857852,0.00008494375,0.0008187012,0.00004169047,0.000007305347,0.008017168],"genre_scores_gemma":[0.9523631,2.521331e-7,0.0473458,0.000005247557,0.0001036016,0.0001499599,0.00000857032,0.00001459018,0.000008830578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6864883,"threshold_uncertainty_score":0.6853468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398763039","doi":"10.58286/29933","title":"Inline Monitoring of continous Ultrasonic Welding Processes of Thermoplastic Composites via a custom polyCMUT based Ultrasound Array","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Computing, Information and Cognitive Systems; Bundesministerium für Bildung und Forschung; CMC Microsystems","keywords":"Welding; Ultrasonic welding; Ultrasonic sensor; Materials science; Aerospace; Plastic welding; Piezoelectricity; Mechanical engineering; Friction welding; Ultrasonic testing; Acoustics; Composite material; Engineering; Arc welding; Filler metal; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01298221265492229,"gpt":0.2278514662874213,"spread":0.214869253632499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003948822,0.0002453698,0.0004447257,0.0003030268,0.00006232668,0.00006263515,0.0002103761,0.00007074535,0.00001634473],"category_scores_gemma":[0.001455513,0.0002178768,0.0001069541,0.000727496,0.00009842537,0.0003208749,0.00001044637,0.0004339973,0.000001433774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125038,"about_ca_system_score_gemma":0.0002208881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001276877,"about_ca_topic_score_gemma":9.577685e-7,"domain_scores_codex":[0.9983533,0.00003443715,0.0008116241,0.0001633843,0.0003721156,0.0002651497],"domain_scores_gemma":[0.9960234,0.002719759,0.0004188882,0.000113124,0.0006432491,0.0000816273],"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":[0.00002572193,0.00004261001,0.02074804,0.001104948,0.0001741484,0.00002483156,0.0004146981,0.0593234,0.915643,0.0000192382,0.000002476821,0.002476944],"study_design_scores_gemma":[0.0006538315,0.0004432202,0.01544607,0.004957302,0.0003475911,0.000830655,0.0005195087,0.04508633,0.9305692,0.0007880885,0.000008043207,0.000350166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753782,0.002413386,0.1212092,0.000008069366,0.0005689964,0.0001098998,0.00001984351,0.00007985452,0.0002125622],"genre_scores_gemma":[0.9395475,0.0000406885,0.06003112,0.000001598254,0.0003174948,0.000002462986,0.000002299988,0.00005404435,0.000002829893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06416925,"threshold_uncertainty_score":0.8884757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316661918","doi":"10.58286/27261","title":"Adaptation of the SonReb method to the mea-surement of the compressive strength of a two-layers concrete structure","year":2022,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Structural Health Monitoring Techniques","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":"Université du Québec à Chicoutimi","funders":"","keywords":"Compressive strength; Mortar; Compression (physics); Materials science; Structural engineering; Service life; Geotechnical engineering; Composite material; Geology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04593118617534661,"gpt":0.3130937517792309,"spread":0.2671625656038843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008464258,0.000186609,0.0003841107,0.0001062435,0.0002185097,0.000009106373,0.0008661935,0.00003984807,0.0000230143],"category_scores_gemma":[0.0005756587,0.000107869,0.0001497163,0.0006983851,0.0001024774,0.00009159042,0.0002522319,0.0007314669,4.184716e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696599,"about_ca_system_score_gemma":0.0001675764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002638156,"about_ca_topic_score_gemma":0.00001308179,"domain_scores_codex":[0.9975612,0.0004731246,0.0008071913,0.0001234281,0.0008211301,0.0002139901],"domain_scores_gemma":[0.9969915,0.0007893224,0.001254939,0.0003512565,0.0005600319,0.00005296377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001207717,0.000007630904,0.01628663,0.0002202804,0.0002755933,0.000003052769,0.008652909,0.6959284,0.2409188,0.0007795531,0.0001790797,0.03662729],"study_design_scores_gemma":[0.001772725,0.001042302,0.3112459,0.001183841,0.0003941169,0.0005377769,0.01067726,0.05512153,0.6068764,0.01043556,0.0002473043,0.0004652515],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950185,0.0002531463,0.003046849,0.000115451,0.0008915727,0.0004675572,0.00008228677,0.00002609549,0.00009849828],"genre_scores_gemma":[0.8770087,0.000001509476,0.1228064,0.00001944119,0.000128989,0.000007969662,3.640212e-7,0.0000244742,0.000002161334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408069,"threshold_uncertainty_score":0.4398771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410714587","doi":"10.58286/31312","title":"Challenges in performing Integrated, Correlated Visual Evaluation and associated Material Characterization (NDE 4.0) for Failure Analysis of Spacecraft Propulsion System Components","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Indian Space Research Organisation; Heart and Stroke Foundation of Canada","keywords":"Spacecraft; Propulsion; Characterization (materials science); Aerospace engineering; Spacecraft propulsion; Engineering; Computer science; Systems engineering; Materials science; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.02975885600868871,"gpt":0.2833294105478422,"spread":0.2535705545391534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007871251,0.0001296555,0.0003851913,0.000987908,0.00004728036,0.00002072668,0.00007854374,0.0001091451,0.000002609553],"category_scores_gemma":[0.0002305872,0.0001228408,0.00004545635,0.0007442625,0.00002320226,0.0002311974,0.00003059047,0.0001669827,7.257761e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754054,"about_ca_system_score_gemma":0.00003002132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000876071,"about_ca_topic_score_gemma":0.00003266921,"domain_scores_codex":[0.9990031,0.00006691539,0.0005058018,0.0001231118,0.0001676666,0.0001333912],"domain_scores_gemma":[0.9990593,0.00009144691,0.0004007031,0.00005864428,0.0003722263,0.00001770971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002473654,0.0001481327,0.2550347,0.0008916632,0.002955376,0.00001405662,0.0007710016,0.01052732,0.6272288,0.0007998715,0.000009439379,0.1013723],"study_design_scores_gemma":[0.001023161,0.0001265324,0.5093724,0.0008578699,0.0008659742,0.000007384097,0.001333878,0.4833485,0.002861735,0.0001000201,0.000004046104,0.00009851256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934195,0.00009399715,0.005602232,0.00003705348,0.0003330007,0.0003611345,0.000009884423,0.00005912189,0.00008410845],"genre_scores_gemma":[0.9963699,0.00002214108,0.003502067,8.849665e-7,0.00001567855,0.00001548617,0.00005986308,0.00001116739,0.000002837786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6243671,"threshold_uncertainty_score":0.5009301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414335661","doi":"10.58286/31659","title":"Comprehensive Condition Assessment of Dam Crest Structures Using Multi-Method Non-Destructive Evaluation Techniques","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ground-penetrating radar; Nondestructive testing; Evaluation methods; Crest; Ultrasonic testing; Visual inspection; Radar","retraction":null,"screen_n_in":null,"score":{"opus":0.08445301118414596,"gpt":0.4519485513098352,"spread":0.3674955401256892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008871817,0.0003795545,0.0007246431,0.0008057719,0.0001778821,0.00004550541,0.0003659305,0.0002223139,0.0000173258],"category_scores_gemma":[0.0005712826,0.0003736429,0.000140063,0.0008435218,0.000171187,0.0005391136,0.00009095181,0.0006565374,1.768782e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110845,"about_ca_system_score_gemma":0.0004721864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322405,"about_ca_topic_score_gemma":0.000002540879,"domain_scores_codex":[0.997243,0.00027705,0.001221639,0.000276399,0.0006280702,0.0003538066],"domain_scores_gemma":[0.9953486,0.0007777625,0.0009798598,0.0002929266,0.002498436,0.0001024458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000835648,0.00005706526,0.05963898,0.001146585,0.0004894693,0.00003110469,0.000591739,0.03641938,0.7027318,0.001153535,0.00007146843,0.1975853],"study_design_scores_gemma":[0.0009262983,0.0002870229,0.7246138,0.001303021,0.0002478125,0.0003225837,0.0005994025,0.1072568,0.138984,0.02510402,0.00001160107,0.0003436716],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626146,0.0002169324,0.1346952,0.000007379341,0.001007462,0.0006536853,0.00001975317,0.0001812042,0.0006037853],"genre_scores_gemma":[0.5232984,0.000007327525,0.4765012,0.000007757535,0.0001444403,0.00001024687,0.000002864452,0.00002677102,8.966667e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649749,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385678868","doi":"10.58286/28526","title":"Une approche POD par simulation d’un contrôle ultrasonore industriel","year":2023,"lang":"fr","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Fatigue and fracture mechanics","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":"Extendicare (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04249630074340147,"gpt":0.2588752638611402,"spread":0.2163789631177388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007580753,0.0003755821,0.0005330269,0.0002879317,0.0002084642,0.00009546156,0.0002864655,0.000408839,0.00009127241],"category_scores_gemma":[0.002838436,0.0003894268,0.0001690999,0.001872139,0.00008891544,0.0006282653,0.00004843638,0.001451204,0.00008452097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234813,"about_ca_system_score_gemma":0.0001813328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081643,"about_ca_topic_score_gemma":0.000004509546,"domain_scores_codex":[0.9977691,0.0001030646,0.0008629233,0.000236964,0.0004372045,0.0005907725],"domain_scores_gemma":[0.9967562,0.001521915,0.0006548076,0.0002044226,0.0006274464,0.0002352116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005603563,0.00007477732,0.004756969,0.000218301,0.0004405837,0.0004926274,0.003834881,0.592392,0.02213316,0.0009099491,0.001751329,0.3729394],"study_design_scores_gemma":[0.006109526,0.001533799,0.08097823,0.004081907,0.001081174,0.002221808,0.009327155,0.7589009,0.03105026,0.09330088,0.009341674,0.002072717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8770044,0.00312365,0.1076953,0.001684297,0.004971527,0.0004201945,0.00005390924,0.0003153895,0.004731338],"genre_scores_gemma":[0.9483664,0.00004950111,0.04957596,0.00004249667,0.001598654,0.000002826838,0.00001138401,0.00009145244,0.0002613008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3708667,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401253337","doi":"10.58286/30172","title":"Qualification of Bolt-Hole Eddy Current Inspections Using Numerical and Experimental Input","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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":"National Research Council Canada","funders":"","keywords":"Eddy current; Eddy-current testing; Current (fluid); Structural engineering; Mechanical engineering; Engineering; Computer science; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05210963035794271,"gpt":0.3330804025595942,"spread":0.2809707722016515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000345286,0.00021301,0.0003135491,0.0003902786,0.00008634528,0.00006846489,0.0001522287,0.00006258969,0.00001300635],"category_scores_gemma":[0.0003887295,0.0002136535,0.00007761184,0.0006309451,0.0001576725,0.0005212819,0.00005882821,0.0005023619,0.000001627864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133826,"about_ca_system_score_gemma":0.00009839107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002661654,"about_ca_topic_score_gemma":3.750707e-7,"domain_scores_codex":[0.9986449,0.00005918664,0.0006358652,0.0001903841,0.0002676575,0.0002019444],"domain_scores_gemma":[0.998949,0.0003293442,0.0002330621,0.0001374193,0.0002509945,0.0001001706],"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":[0.00002314532,0.00009411116,0.01431709,0.0003184207,0.0001362368,0.00004174706,0.001824088,0.002084858,0.9635267,0.00787208,0.0001037933,0.009657742],"study_design_scores_gemma":[0.001872337,0.002012243,0.0715562,0.007517856,0.000581507,0.009947421,0.003337889,0.2137589,0.4651709,0.2217518,0.0002504268,0.002242502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926655,0.003487258,0.06794573,0.000007569833,0.0006737071,0.000119901,0.000008529433,0.0003277104,0.0007745895],"genre_scores_gemma":[0.6441144,0.0000085946,0.3556425,0.000001227779,0.0001934793,0.000002835205,6.039392e-7,0.00003586497,4.241195e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4983557,"threshold_uncertainty_score":0.8712537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411021589","doi":"10.58286/31358","title":"A Brief Review of Cultural Heritage Inspection: From Infrared Region to Terahertz Region ","year":2025,"lang":"en","type":"review","venue":"e-Journal of Nondestructive Testing","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Infrared; Terahertz radiation; Optics; Thermal infrared; Electromagnetic spectrum; Physics; Reflection (computer programming); Tera-; Spectral bands; Remote sensing; Computer science; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.04091581804007007,"gpt":0.296183676357697,"spread":0.255267858317627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002578799,0.0004984971,0.002011512,0.0004541614,0.00006779223,0.00003817169,0.0004970804,0.0002622469,0.00001835607],"category_scores_gemma":[0.0008758108,0.0004195192,0.0006596116,0.001460244,0.00006939083,0.0002623937,0.00006919468,0.0008885172,7.478963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496466,"about_ca_system_score_gemma":0.0001791303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004109069,"about_ca_topic_score_gemma":0.000001689015,"domain_scores_codex":[0.9975891,0.0001666279,0.001467222,0.0002592657,0.0002811032,0.0002367344],"domain_scores_gemma":[0.9973463,0.0005635133,0.001070426,0.0003655364,0.0005267133,0.0001274486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001461904,0.000022143,0.00002701362,0.0710976,0.0003886782,0.0001846146,0.0002814215,0.000009417795,0.00006445567,0.00003034257,0.005876251,0.9220034],"study_design_scores_gemma":[0.0002173071,0.0002650503,0.00012221,0.7228485,0.001326692,0.001780666,0.000099461,0.00001145719,0.00005423195,0.001007102,0.2716433,0.0006240075],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009433337,0.9918592,0.003759685,0.000007984305,0.0005756386,0.0006110221,0.00009619825,0.0002604919,0.002735433],"genre_scores_gemma":[0.0002140157,0.9828873,0.01626355,0.00004774446,0.000440648,0.00003101118,0.00001404252,0.00006057214,0.00004116363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9213794,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388096712","doi":"10.58286/28829","title":"CIVA Modelling Module for Zonal Discrimination Method Part 1-Calibration Block","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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 Waterloo","funders":"","keywords":"Block (permutation group theory); Calibration; Pipeline (software); Reliability (semiconductor); Computer science; Process (computing); Software; Field (mathematics); Reliability engineering; Engineering; Mathematics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.07850689160578456,"gpt":0.3080672721606345,"spread":0.2295603805548499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001234804,0.0002924913,0.0003984603,0.0004816544,0.0001862466,0.00009652932,0.0002947616,0.0001253689,0.000009044281],"category_scores_gemma":[0.001281233,0.000299216,0.0001519145,0.0008367656,0.00006345056,0.0008864774,0.00005521677,0.0004120497,0.000004013166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219644,"about_ca_system_score_gemma":0.00008213272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008613534,"about_ca_topic_score_gemma":0.000001368406,"domain_scores_codex":[0.9980513,0.00008366661,0.0007782955,0.0002558465,0.0004051262,0.0004256967],"domain_scores_gemma":[0.9973099,0.001220509,0.0004308296,0.0001881818,0.0007262169,0.0001243358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001159945,0.00007517696,0.00811814,0.0005960328,0.0003302322,0.00007659148,0.001171567,0.7791134,0.1596219,0.02707496,0.002342054,0.02136395],"study_design_scores_gemma":[0.0004185206,0.0001967882,0.002286695,0.0002952872,0.00007326797,0.0002928133,0.0001220993,0.6396433,0.009043633,0.3472904,0.00003251459,0.0003047328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.285652,0.0000459001,0.7112854,0.00004730654,0.0005003555,0.0002699072,0.00002030496,0.0007466965,0.001432175],"genre_scores_gemma":[0.3054843,0.000005174824,0.6938927,0.000007708646,0.0004874998,0.00002466007,0.000009955853,0.00007811856,0.000009854056],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3202154,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400785843","doi":"10.58286/30028","title":"Ultrasonic phased-array inspection of HVOF-coated internal diameters of cylindrical components","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Ultrasonic sensor; Materials science; Phased array; Phased array ultrasonics; Acoustics; Optics; Composite material; Engineering; Physics; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02165839344182733,"gpt":0.2412532896758723,"spread":0.2195948962340449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000336161,0.000154817,0.0003110298,0.0002983431,0.00003052327,0.00003044311,0.0001531857,0.00005676766,0.00002407963],"category_scores_gemma":[0.0004736454,0.0001402784,0.0001252797,0.0004618355,0.00008704009,0.0002646767,0.000007901922,0.0004405615,0.000002348091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615438,"about_ca_system_score_gemma":0.00006129478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002497362,"about_ca_topic_score_gemma":9.395983e-7,"domain_scores_codex":[0.9986551,0.00003622231,0.0007081875,0.0001189081,0.0003109423,0.0001705931],"domain_scores_gemma":[0.9987943,0.0004621424,0.0002942679,0.0000813233,0.0002969282,0.00007107542],"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":[0.00002492806,0.00004147192,0.004173859,0.000170013,0.0001673184,0.00001741073,0.0003421636,0.00482832,0.984934,0.00004329404,0.00001566481,0.005241564],"study_design_scores_gemma":[0.001083491,0.0007766882,0.03845311,0.002398053,0.0002441637,0.001213251,0.0004576943,0.0650944,0.8882941,0.001623167,0.00002911206,0.0003327915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922923,0.0004583201,0.1055429,0.000008964817,0.0008220642,0.00006803013,0.0000146455,0.00006771871,0.0007250823],"genre_scores_gemma":[0.9805251,0.00002011017,0.01924912,0.00000199925,0.0001655548,8.969236e-7,0.000002374545,0.00003158674,0.000003259463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09663991,"threshold_uncertainty_score":0.5720387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411024896","doi":"10.58286/31375","title":"Arsenic and old quilts: Towards a better understanding of hazardous materials in the National Collection of Parks Canada through non-destructive XRF evaluation","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hazardous waste; Archaeology; Environmental planning; Forensic engineering; Waste management; Engineering; Environmental science; History","retraction":null,"screen_n_in":null,"score":{"opus":0.09542373243978898,"gpt":0.2933580489963581,"spread":0.1979343165565692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113975,0.0001390013,0.0003915174,0.0001759068,0.0001763414,0.00009321875,0.0001379407,0.00003957779,0.0001585578],"category_scores_gemma":[0.0006378463,0.00009963797,0.00005308099,0.0002551295,0.0002028272,0.0003561182,0.00003517948,0.0001302272,8.122048e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026963,"about_ca_system_score_gemma":0.000574514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07774717,"about_ca_topic_score_gemma":0.06701641,"domain_scores_codex":[0.9981898,0.0002305761,0.0007441213,0.0001328235,0.000571207,0.0001314598],"domain_scores_gemma":[0.9976964,0.0003453032,0.0008498089,0.00006647177,0.001026629,0.0000153874],"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":[0.001988171,0.0004667047,0.05536075,0.001722258,0.003532482,0.00009321943,0.2452554,0.002006249,0.5332581,0.1449552,0.003806469,0.007554928],"study_design_scores_gemma":[0.006190837,0.001043158,0.3298025,0.00319558,0.001662621,0.0004226835,0.1671285,0.001782381,0.03620918,0.4515235,0.0001864362,0.0008525836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948325,0.0000735698,0.00006267564,0.0002549223,0.0003787222,0.0002104965,0.00004132983,0.000002658135,0.004143083],"genre_scores_gemma":[0.9984694,0.000004288565,0.00122098,0.00008132061,0.0001785807,0.000006649456,0.000003629085,0.000007223834,0.00002791921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4970489,"threshold_uncertainty_score":0.9500081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411863933","doi":"10.58286/31525","title":"Development of NDT Method for Porosity Evaluation in Composite Materials","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Engineering Applied Research","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":"Thinkpath Engineering Services (Canada)","funders":"Concordia University; Polytechnique Montréal; Natural Sciences and Engineering Research Council of Canada; Mitacs; École de technologie supérieure","keywords":"Nondestructive testing; Porosity; Composite number; Materials science; Composite material; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.04894267284927482,"gpt":0.3557326389980912,"spread":0.3067899661488164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002506925,0.0001077014,0.000289905,0.0003552916,0.00003545753,0.00001705752,0.0001524095,0.00005456865,0.000008758519],"category_scores_gemma":[0.0005394192,0.0001090162,0.0000299719,0.0003722526,0.00001548303,0.00009219773,0.00003245534,0.0001787028,4.867214e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207159,"about_ca_system_score_gemma":0.0001692309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000631276,"about_ca_topic_score_gemma":0.00000320631,"domain_scores_codex":[0.9988215,0.00004785063,0.0006074131,0.00008813213,0.0002576828,0.000177416],"domain_scores_gemma":[0.9988689,0.0004602041,0.0001393891,0.00007909071,0.0004201892,0.00003226827],"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":[0.00002951536,0.00001507884,0.001248833,0.0002529201,0.00005935543,0.000001669267,0.0003246811,0.0685853,0.901209,0.0001575152,0.00001058114,0.02810553],"study_design_scores_gemma":[0.001068919,0.00003582778,0.09093349,0.0005441832,0.00003584016,0.00002384715,0.0001290517,0.04301664,0.8616225,0.002435212,0.00002438368,0.000130115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8190093,0.0001015693,0.1799184,0.000006855549,0.000208712,0.000234062,0.00000341953,0.00001961111,0.0004980256],"genre_scores_gemma":[0.5154611,6.229509e-7,0.4844908,0.000001312609,0.00002310156,0.00001038226,0.000001070405,0.000009258019,0.000002390226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3045724,"threshold_uncertainty_score":0.4445552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400783344","doi":"10.58286/30026","title":"Robotized phased-array inspection of sandwich-structured aircraft components","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phased array; Computer science; Engineering; Aeronautics; Aerospace engineering; Engineering drawing; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02573903767849525,"gpt":0.2703667562554486,"spread":0.2446277185769533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003159615,0.0002363016,0.0004234884,0.0003645406,0.00006377961,0.00005735059,0.0002470448,0.0001003495,0.00002393585],"category_scores_gemma":[0.0004540612,0.0002236144,0.000131283,0.0005640144,0.0001003546,0.0008409324,0.00001709187,0.0006489617,0.000002830472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567164,"about_ca_system_score_gemma":0.000058663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000215246,"about_ca_topic_score_gemma":0.000003097546,"domain_scores_codex":[0.9985368,0.0000484026,0.0006676502,0.0001591529,0.0003369605,0.0002510783],"domain_scores_gemma":[0.9989098,0.0003124693,0.0002416852,0.0001569617,0.000283435,0.00009565122],"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":[0.00002829552,0.00001345076,0.002067687,0.0001466961,0.0001274501,0.00003341419,0.0003944781,0.01029114,0.9812577,0.0001383333,0.0001556085,0.005345734],"study_design_scores_gemma":[0.001438726,0.0004491741,0.02650892,0.002382325,0.0002079844,0.002021997,0.0002827343,0.01223367,0.9094169,0.04383521,0.0004928109,0.0007295132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.679766,0.001551983,0.3145916,0.00003071974,0.00129124,0.0001384407,0.000016989,0.000913012,0.001699964],"genre_scores_gemma":[0.7057654,0.0000133009,0.2939713,0.000003529361,0.0001891454,0.00000146188,0.000001358898,0.00004933288,0.000005256953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07184078,"threshold_uncertainty_score":0.9118732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361864136","doi":"10.58286/27801","title":"Thin-Film Coupling Membrane","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"RFID technology advancements","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":"Research Institute for Aging","funders":"","keywords":"Wedge (geometry); Ultrasonic sensor; Coupling (piping); Materials science; Composite material; Thin film; Membrane; Acoustics; Optics; Chemistry; Nanotechnology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02482147147705337,"gpt":0.2539514641218114,"spread":0.229129992644758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413999,0.0001688368,0.0002660923,0.0003746602,0.00009626076,0.00002260915,0.0003022873,0.00009046512,0.00003830298],"category_scores_gemma":[0.0007666197,0.0001694039,0.0000491171,0.0009551626,0.00006775396,0.0003715599,0.0000582025,0.0005611769,0.00008421462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157909,"about_ca_system_score_gemma":0.0000335112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001791543,"about_ca_topic_score_gemma":7.965764e-7,"domain_scores_codex":[0.9988169,0.000009401192,0.0004488726,0.0001217461,0.0002660851,0.0003370166],"domain_scores_gemma":[0.9990703,0.0002934428,0.0002006839,0.0001600858,0.000202125,0.00007339077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001435797,0.00001401967,0.0204003,0.00008060636,0.0001793166,0.0004533888,0.0002435161,0.7655784,0.2058237,0.000373972,0.0004842829,0.006354101],"study_design_scores_gemma":[0.002883414,0.0005307399,0.08308255,0.0009758488,0.0001563644,0.00254443,0.001450128,0.7561116,0.1165649,0.03359002,0.001001193,0.001108785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922892,0.0002203703,0.002967277,0.00003828875,0.0008962896,0.00007589794,0.000002973045,0.0006889848,0.002820688],"genre_scores_gemma":[0.9601965,0.00002961412,0.03946093,0.00001124811,0.000195835,0.000002948273,0.000001143286,0.00005130611,0.00005045749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08925875,"threshold_uncertainty_score":0.6908089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391316239","doi":"10.58286/29225","title":"Calculations of Temperature and Thermo-Elastic Displacement Distributions Generated by Laser-Ultrasonic Inspection System","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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":"Kinectrics (Canada)","funders":"","keywords":"Ultrasonic sensor; Displacement (psychology); Laser; Ultrasonic testing; Materials science; Heat equation; Acoustics; Optics; Mechanics; Physics; Mathematical analysis; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.007452854430044471,"gpt":0.2095357074973133,"spread":0.2020828530672688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000158562,0.0001313729,0.0001699432,0.0001007208,0.0001105501,0.00007410298,0.00005255075,0.00005314648,0.000004843904],"category_scores_gemma":[0.0001367857,0.0001120708,0.00004300966,0.0004017233,0.00004490616,0.0001966975,0.000009569644,0.0002834359,0.000001173813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229391,"about_ca_system_score_gemma":0.00005832527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009295227,"about_ca_topic_score_gemma":0.000001734049,"domain_scores_codex":[0.9991879,0.00002828374,0.0003805319,0.000106928,0.0001639986,0.0001323476],"domain_scores_gemma":[0.9993165,0.0002182942,0.0001133691,0.00006023154,0.0002283598,0.00006327064],"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":[0.000008334038,0.00002371202,0.001134875,0.0003567537,0.000186542,0.00002294294,0.0002068103,0.04089005,0.9542534,0.001058422,0.0004489424,0.001409154],"study_design_scores_gemma":[0.0007026443,0.0003221956,0.01555428,0.002046845,0.0004310389,0.001869112,0.0009391678,0.9229521,0.05420562,0.0004987681,0.00009064878,0.0003876494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541677,0.001388862,0.04346139,0.00002657706,0.0004414721,0.00009922255,0.0001337404,0.0001396933,0.0001414044],"genre_scores_gemma":[0.9964408,0.00003270524,0.003301087,8.46648e-7,0.0001714119,0.000003488174,0.00002067355,0.00002161758,0.000007372235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9000478,"threshold_uncertainty_score":0.4570116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389964674","doi":"10.58286/29022","title":"Guidance on configuring volumetric targets for AUT using CIVA","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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 Waterloo","funders":"","keywords":"Redundancy (engineering); Computer science; Block (permutation group theory); Volume (thermodynamics); Calibration; Mathematics; Physics; Operating system; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.07041308743840274,"gpt":0.3030703589662943,"spread":0.2326572715278915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001072702,0.0003779309,0.0005422557,0.001098405,0.0002297921,0.00007955433,0.0004713953,0.0001311205,0.00001500097],"category_scores_gemma":[0.004930539,0.0003976458,0.0001793355,0.001904494,0.0001041097,0.0004335337,0.00006971217,0.0005757259,0.00001469077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962957,"about_ca_system_score_gemma":0.000117547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438171,"about_ca_topic_score_gemma":8.248714e-7,"domain_scores_codex":[0.997721,0.00005733945,0.0008322607,0.0002950517,0.0004443874,0.0006500326],"domain_scores_gemma":[0.9967285,0.001545942,0.000546736,0.0002723991,0.0007383873,0.0001680842],"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":[0.0001966969,0.00009708897,0.08154906,0.0009402839,0.0005801478,0.0005838801,0.0008370946,0.04632016,0.8199179,0.008327239,0.003198876,0.03745156],"study_design_scores_gemma":[0.003989665,0.002486532,0.2300215,0.00450296,0.0003393253,0.002940716,0.0005399763,0.1862688,0.1035054,0.4622192,0.0004380107,0.002747952],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9349235,0.0002723087,0.05632566,0.00002007103,0.001104068,0.0004070915,0.00002465912,0.001293514,0.005629092],"genre_scores_gemma":[0.4939881,0.000004024278,0.5054669,0.00001135698,0.0004125622,0.000009651166,0.0000014076,0.00009729082,0.000008662792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7164125,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386379891","doi":"10.58286/28688","title":"Using Modeling and Metamodels for Reliability Study in Non-Destructive Evaluation","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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":"Research Institute for Aging","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Parametric statistics; Context (archaeology); Computer science; Process (computing); Software inspection; Statistical power; Set (abstract data type); Margin (machine learning); Metamodeling; Parametric model; Software; Engineering; Software quality; Machine learning; Power (physics); Software development; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.112431777199742,"gpt":0.3357293058491655,"spread":0.2232975286494235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002463144,0.0001493769,0.000280971,0.0003045643,0.00008846853,0.00004332524,0.00008653461,0.00004396271,0.000001699495],"category_scores_gemma":[0.001453692,0.0001456729,0.00004299362,0.0005513247,0.00002346744,0.0004435879,0.00002598924,0.0002400428,3.54299e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521564,"about_ca_system_score_gemma":0.00008570703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000289211,"about_ca_topic_score_gemma":0.000005601587,"domain_scores_codex":[0.9986967,0.00006080408,0.0005449538,0.0001776919,0.0003014413,0.0002183801],"domain_scores_gemma":[0.9986233,0.0003990675,0.0001708277,0.00009404534,0.000658797,0.00005393452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000019076,0.00001985383,0.01062797,0.00004470021,0.00003440984,0.000004739857,0.0009276905,0.9627283,0.01997516,0.00001206967,7.152314e-7,0.005605346],"study_design_scores_gemma":[0.001000384,0.0001444885,0.02145295,0.0001004118,0.0001087375,0.00004502655,0.001826805,0.9468285,0.0002353954,0.02812454,6.541538e-8,0.0001326879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964375,0.00005125711,0.102623,0.000004746319,0.0002103146,0.0005813848,0.000004426337,0.00003241759,0.00005496913],"genre_scores_gemma":[0.9294467,0.000003312547,0.07040274,0.000001343962,0.000100072,0.00001561139,0.000001235884,0.00002843811,5.263977e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03300921,"threshold_uncertainty_score":0.5940367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400147632","doi":"10.58286/29585","title":"SHM to detect and characterize impact events in metallic aircraft structure","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Structural Health Monitoring Techniques","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":"National Research Council Canada","funders":"Ministère de la Défense Nationale","keywords":"Unexploded ordnance; Structural health monitoring; Lightning strike; Crew; Computer science; Engineering; Reliability engineering; Remote sensing; Aeronautics; Lightning arrester; Structural engineering; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02673649297414834,"gpt":0.3126190600717764,"spread":0.285882567097628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000312402,0.0002636113,0.0003799132,0.0005406247,0.00004157106,0.00005255323,0.0001968951,0.0001016901,0.0000233728],"category_scores_gemma":[0.0003454163,0.0002202433,0.00007194508,0.0006669924,0.00002362997,0.0004584143,0.00005424861,0.0007054217,0.000002396778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452903,"about_ca_system_score_gemma":0.00007669342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005623393,"about_ca_topic_score_gemma":0.000008128283,"domain_scores_codex":[0.9986293,0.00004623615,0.0005249815,0.0001925873,0.0002435893,0.0003633007],"domain_scores_gemma":[0.9991899,0.0002804824,0.000091439,0.0001257884,0.0001042655,0.0002081665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009522741,0.000005557324,0.06842823,0.0007543075,0.0002446037,0.0005007841,0.001772916,0.001544967,0.39905,0.00005432962,0.00007944042,0.5274697],"study_design_scores_gemma":[0.0002106843,0.0003295894,0.9731938,0.001039182,0.00003007569,0.001943847,0.00003388881,0.001255543,0.008508414,0.01312322,0.00005090267,0.0002808578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973859,0.00093387,0.0003639762,0.00003186932,0.0008074467,0.0001920399,0.00001712026,0.0002353957,0.00003242887],"genre_scores_gemma":[0.9245554,0.00001987773,0.0749402,0.00001130862,0.0004112657,0.000004069736,6.852579e-7,0.00005432796,0.000002884407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9047655,"threshold_uncertainty_score":0.8981259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389272116","doi":"10.58286/28898","title":"Ultrasonic evaluation of hydrogen concentration and hydride properties in zirconium alloys","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Hydride; Ultrasonic sensor; Hydrogen; Materials science; Ultrasonic testing; Zirconium; Tube (container); Zirconium alloy; Zirconium hydride; Transducer; Ultrasound; Metallurgy; Nuclear engineering; Acoustics; Composite material; Chemistry; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.08190404643097467,"gpt":0.2810369403155948,"spread":0.1991328938846201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002363662,0.00009529669,0.0002288733,0.00007271189,0.00005940257,0.00005029887,0.0001099819,0.00003950595,0.00007878573],"category_scores_gemma":[0.001154166,0.00007367404,0.00002342579,0.0002065699,0.0001237984,0.000439742,0.00003674215,0.00008167169,0.00001015711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006324476,"about_ca_system_score_gemma":0.0001646685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008952837,"about_ca_topic_score_gemma":0.00001032795,"domain_scores_codex":[0.9985847,0.0002289873,0.000487311,0.0001242925,0.0004044125,0.0001702836],"domain_scores_gemma":[0.9989156,0.0001121061,0.0004280524,0.00007241732,0.0004337881,0.00003809558],"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":[0.00005168343,0.00001194518,0.009762854,0.00003921034,0.00000673248,0.000004679617,0.00113612,0.001153154,0.985351,0.00003377512,0.000005720745,0.002443153],"study_design_scores_gemma":[0.0007546163,0.0002288431,0.08520697,0.0003450592,0.00004171349,0.0001183439,0.0007852166,0.003998755,0.9058753,0.002522781,0.000007987465,0.0001144286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989231,0.0003598754,0.000003502219,0.00005174463,0.0002286343,0.0001506831,0.000003115115,0.00001837316,0.0002610227],"genre_scores_gemma":[0.9984541,0.00002117672,0.001401179,0.000009254347,0.0000907632,0.000003496743,5.840179e-7,0.000012317,0.000007119555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07947569,"threshold_uncertainty_score":0.300434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385457387","doi":"10.58286/28557","title":"Curvature Effects on Responses from Transverse Flaws in Piping Welds","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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 Waterloo","funders":"","keywords":"Piping; Transverse plane; Curvature; Welding; Structural engineering; Engineering; Nondestructive testing; Ultrasonic testing; Ultrasonic sensor; Forensic engineering; Acoustics; Mechanical engineering; Physics; Mathematics; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.01823469300699586,"gpt":0.2329207485884795,"spread":0.2146860555814836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949504,0.0001523657,0.0002291914,0.0002938923,0.00005324826,0.00003460492,0.0001286046,0.00007513169,0.00001131026],"category_scores_gemma":[0.001156332,0.0001428185,0.00005959267,0.0006104199,0.00001895458,0.0001954912,0.00001057371,0.0005776708,0.00001719288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118286,"about_ca_system_score_gemma":0.00003999765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458985,"about_ca_topic_score_gemma":0.000005645851,"domain_scores_codex":[0.9990286,0.00006292665,0.0003263075,0.0001202756,0.0002320726,0.0002298635],"domain_scores_gemma":[0.9981232,0.00152855,0.0001111348,0.00008893764,0.00008478502,0.00006343946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001964831,0.00003105586,0.014613,0.000161022,0.0001221406,0.0009994558,0.001951117,0.1060661,0.8212047,0.0001092191,0.0003561398,0.05418957],"study_design_scores_gemma":[0.004205113,0.0009323389,0.6733198,0.004770314,0.0001665054,0.0002970916,0.001269929,0.1596999,0.1313819,0.02267678,0.0002784872,0.001001839],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970058,0.0001372737,0.001452616,0.00006339527,0.0006047353,0.00008829428,0.000009952982,0.0001014993,0.000536426],"genre_scores_gemma":[0.9900833,0.00001749966,0.009500279,0.00001924689,0.0003296672,0.00000242706,0.000002948132,0.00003272686,0.00001189715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6898228,"threshold_uncertainty_score":0.5823972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402071936","doi":"10.58286/30188","title":"Theory of similarity and ultrasonic testing","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Concrete Corrosion and Durability","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":"Kinectrics (Canada)","funders":"","keywords":"Corrosion; Reinforced concrete; Forensic engineering; Materials science; Engineering; Structural engineering; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.03398367860126276,"gpt":0.2463229831313522,"spread":0.2123393045300894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008774686,0.0001358014,0.0002531471,0.0001259379,0.00004496861,0.00004376928,0.0001094176,0.00005517369,0.00004271879],"category_scores_gemma":[0.00308542,0.0001179928,0.00006462908,0.0003950053,0.0001112209,0.0002454898,0.00003348657,0.000432214,0.000001512918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006295177,"about_ca_system_score_gemma":0.00008185842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004607651,"about_ca_topic_score_gemma":0.000001065615,"domain_scores_codex":[0.999058,0.00005640424,0.0004376597,0.0001202956,0.0001673459,0.0001602695],"domain_scores_gemma":[0.9970523,0.00240851,0.0001039426,0.0001019266,0.0002430873,0.0000902168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005032386,0.00001988527,0.1107855,0.001077452,0.0001262841,0.0001604299,0.001744343,0.001969252,0.5535798,0.00250453,0.00009531132,0.3278869],"study_design_scores_gemma":[0.001618379,0.001174388,0.6527496,0.005170464,0.0004777287,0.007022442,0.002829646,0.1391046,0.05332928,0.1349614,0.0003335415,0.001228523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897211,0.002425204,0.004218373,0.00001387384,0.0003780031,0.00005712756,0.000006735963,0.0001094611,0.003070131],"genre_scores_gemma":[0.9766377,0.00001278862,0.02318977,0.000007018135,0.0001236312,6.327132e-7,1.90417e-7,0.00002116996,0.000007116649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419641,"threshold_uncertainty_score":0.4811606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387257424","doi":"10.58286/28715","title":"Interpolated Plane Wave Imaging: IPWI","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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":"Alberta Energy","funders":"","keywords":"Aliasing; Sampling (signal processing); Interpolation (computer graphics); Computer science; Nyquist frequency; Image quality; Grating; Transducer; Nyquist–Shannon sampling theorem; Image plane; Algorithm; Computer vision; Acoustics; Optics; Filter (signal processing); Physics; Image (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02307101732545896,"gpt":0.2206415901267663,"spread":0.1975705728013073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003094594,0.0001316153,0.0001757024,0.0002253844,0.0000578781,0.00004963229,0.0001156365,0.00002935191,0.00003409181],"category_scores_gemma":[0.0005328016,0.0001221896,0.00005073633,0.0004923173,0.00003132545,0.0002265448,0.00002551776,0.0003373267,0.00003332087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008596405,"about_ca_system_score_gemma":0.00003511513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004865114,"about_ca_topic_score_gemma":4.646011e-7,"domain_scores_codex":[0.9990981,0.00001693881,0.0003677534,0.0000887963,0.000192972,0.0002354863],"domain_scores_gemma":[0.9992034,0.0002585661,0.0001585861,0.00007932311,0.0002197573,0.00008038057],"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":[0.00004077162,0.00003176888,0.01958319,0.0001503816,0.0002497005,0.001204076,0.001499224,0.0350154,0.8331208,0.0002615775,0.003116857,0.1057262],"study_design_scores_gemma":[0.001242285,0.0002269529,0.07311845,0.0006689584,0.0001118119,0.004245419,0.001069101,0.8848748,0.01823695,0.01520246,0.0004091799,0.000593681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881758,0.0001352234,0.007725971,0.00004567619,0.000770886,0.00005963931,0.000009239721,0.0002349993,0.00284257],"genre_scores_gemma":[0.9862174,0.000009409157,0.01343689,0.00001144972,0.000261123,9.066759e-7,0.000004308338,0.00003413025,0.00002439354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8498594,"threshold_uncertainty_score":0.4982746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385648576","doi":"10.58286/28525","title":"Développement d’une solution d’inspection CND multiméthodes digitales pour pièces composites aéronautiques","year":2023,"lang":"fr","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Service Public de Wallonie; Université de Liège; Université Laval","keywords":"Humanities; Physics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04728391818831868,"gpt":0.2872652324214748,"spread":0.2399813142331562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008864571,0.0004463735,0.0005365515,0.0006700642,0.0003593259,0.0001737743,0.0003044982,0.0002216368,0.00005052736],"category_scores_gemma":[0.0004655078,0.0004672168,0.0002594945,0.001417167,0.000302711,0.0008763663,0.00008977544,0.0007176076,0.0000178786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271681,"about_ca_system_score_gemma":0.0001193568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003382865,"about_ca_topic_score_gemma":0.000030669,"domain_scores_codex":[0.9975612,0.0001653996,0.0009478495,0.0002821075,0.0004406734,0.0006027386],"domain_scores_gemma":[0.9973683,0.001039772,0.0006570357,0.0001818135,0.0005708173,0.0001823009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001360997,0.000264785,0.07155983,0.0007686758,0.0007982343,0.0004690165,0.00508736,0.01928342,0.730069,0.001616806,0.003433207,0.1665136],"study_design_scores_gemma":[0.001590826,0.001387789,0.6612324,0.00505846,0.0005611094,0.002580088,0.003835103,0.08410469,0.1494891,0.08816098,0.0006295616,0.001369902],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914735,0.003876114,0.09871652,0.0009293829,0.001816121,0.000295239,0.000169714,0.001117049,0.001606337],"genre_scores_gemma":[0.7848136,0.0003846124,0.213864,0.00001097701,0.0007431553,0.000008344194,0.00001062466,0.00007133221,0.00009335722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5896726,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414335991","doi":"10.58286/31672","title":"NDT-based Condition Assessment of Concrete Tanks in Mine Facilities","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Ground-penetrating radar; Hammer; Nondestructive testing; Ultrasonic testing; Compressive strength","retraction":null,"screen_n_in":null,"score":{"opus":0.02026424719037408,"gpt":0.2958089970472721,"spread":0.275544749856898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007306101,0.0002562582,0.0005611515,0.0007134151,0.00004593568,0.00002819093,0.0002809757,0.0001127362,0.00003666847],"category_scores_gemma":[0.001280716,0.0002682587,0.00009991703,0.0007574258,0.0002130932,0.0003237148,0.00004192458,0.0005855192,5.632471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004886945,"about_ca_system_score_gemma":0.0003011855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007747956,"about_ca_topic_score_gemma":0.000008800862,"domain_scores_codex":[0.9981729,0.0001050727,0.000960386,0.0001708673,0.0003096802,0.0002810651],"domain_scores_gemma":[0.9975606,0.001136409,0.0004424921,0.000200033,0.0006008734,0.00005956646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006159503,0.00003458731,0.5634027,0.0008542395,0.0001778161,0.0001287053,0.0002692609,0.005370274,0.4145744,0.01194796,0.000240481,0.002938019],"study_design_scores_gemma":[0.003163427,0.0008658612,0.7218552,0.004098579,0.0001266114,0.0002551886,0.0008452541,0.01837946,0.0572989,0.1923638,0.0000388821,0.0007088632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566197,0.0001653045,0.02535931,0.00002466268,0.0003459124,0.000202483,0.00003239702,0.0001693757,0.01708082],"genre_scores_gemma":[0.6100872,0.000001813437,0.3898392,0.000009914958,0.00002867299,0.000006762803,0.000002299785,0.000017136,0.000007007956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3644799,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322013081","doi":"10.58286/27757","title":"Angular X-ray transmission measurements of gold absorption gratings: comparison of different laboratory X-ray sources","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Optics; Grating; Phase-contrast imaging; Absorption (acoustics); Coherence (philosophical gambling strategy); Materials science; Synchrotron radiation; Synchrotron; Tomography; Transmission (telecommunications); Phase (matter); Sample (material); Contrast (vision); Physics; Computer science; Phase contrast microscopy","retraction":null,"screen_n_in":null,"score":{"opus":0.04561007632930123,"gpt":0.3165350906993375,"spread":0.2709250143700362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005481234,0.0002222161,0.0005565609,0.0002686444,0.00007848979,0.00001870996,0.0002719035,0.00004376885,0.00002650155],"category_scores_gemma":[0.0001514814,0.0001900829,0.0001431557,0.000571975,0.0001210044,0.0003021251,0.00004598334,0.0003414044,0.000001313956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376516,"about_ca_system_score_gemma":0.00008041215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002441443,"about_ca_topic_score_gemma":3.349599e-7,"domain_scores_codex":[0.9980015,0.0001294259,0.0008928439,0.000181556,0.0005595054,0.0002351715],"domain_scores_gemma":[0.9971203,0.0002329705,0.001554289,0.0001695757,0.0008342268,0.00008866416],"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":[0.00003052198,0.0001273105,0.3846735,0.00005920911,0.00008140696,0.000001595119,0.001119414,0.001586525,0.5954939,0.00006468312,0.00005961086,0.0167023],"study_design_scores_gemma":[0.001478033,0.0007711837,0.2262746,0.001930716,0.0002113594,0.000003735701,0.002971468,0.002879863,0.7506947,0.01227102,0.00007616384,0.0004371515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583585,0.0001327294,0.04081618,0.00002247384,0.0001014483,0.0001553525,0.00001552737,0.00005966564,0.0003380822],"genre_scores_gemma":[0.9078944,0.000001290378,0.09191557,0.000003080303,0.0001360665,0.000003957161,0.000004973311,0.00002928393,0.00001142805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1583989,"threshold_uncertainty_score":0.7751357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382401070","doi":"10.58286/28286","title":"FMC/TFM Technique Design Using the FMC Beamset in BeamTool","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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 Waterloo","funders":"","keywords":"Software; Computer science; Sensitivity (control systems); Amplitude; Optics; Engineering; Electronic engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.07837576521869093,"gpt":0.2929326263035563,"spread":0.2145568610848654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002655586,0.00042383,0.0005401152,0.0008539995,0.0002038508,0.00009808703,0.0007870436,0.0001852496,0.00001791126],"category_scores_gemma":[0.002528135,0.0003574097,0.000134192,0.002653659,0.0002224828,0.0005961905,0.0001619555,0.001284803,0.00001118093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779619,"about_ca_system_score_gemma":0.0002003536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005753718,"about_ca_topic_score_gemma":0.000006882848,"domain_scores_codex":[0.9972717,0.0002551777,0.0009939292,0.0002857938,0.0005089314,0.0006844557],"domain_scores_gemma":[0.9968371,0.001738783,0.0004800984,0.0003995676,0.0004193141,0.0001251575],"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":[0.00004877777,0.00004594097,0.06622119,0.0001539264,0.0001325362,0.0007722203,0.001027707,0.03951161,0.8828396,0.000895268,0.0005023823,0.007848846],"study_design_scores_gemma":[0.0015619,0.0008168897,0.2314792,0.003056375,0.0001988004,0.008050389,0.00144672,0.04225202,0.09941751,0.6097957,0.00006330777,0.001861086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.778607,0.0001382787,0.2170578,0.00004521352,0.0004394893,0.0007774533,0.00001022722,0.001125474,0.001799156],"genre_scores_gemma":[0.4458757,0.000007971703,0.5537931,0.00001272074,0.0001913995,0.00002626647,9.212165e-7,0.00008952062,0.00000243777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7834221,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412663291","doi":"10.58286/31621","title":"Ultrasonic Characterization of Hydrides in Nuclear Fuel Channels","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Mitacs","keywords":"Ultrasonic sensor; Characterization (materials science); Nuclear engineering; Materials science; Environmental science; Acoustics; Engineering; Nanotechnology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02030902956777782,"gpt":0.2408112462336972,"spread":0.2205022166659193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006222492,0.0001087487,0.0003136413,0.0001950929,0.00005139662,0.00006750061,0.000225282,0.00005034893,0.0002130801],"category_scores_gemma":[0.0005930282,0.00009030633,0.00004206669,0.0002889096,0.00009622469,0.0004183903,0.00005590943,0.0001163679,0.00001098586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005353353,"about_ca_system_score_gemma":0.00008592234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004397246,"about_ca_topic_score_gemma":0.000001274734,"domain_scores_codex":[0.9988673,0.0001007335,0.0005782964,0.0001220283,0.0001618062,0.0001698037],"domain_scores_gemma":[0.9989527,0.0001135699,0.0005398947,0.0000982044,0.0002646778,0.00003090629],"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":[0.00009948121,0.0000297178,0.003358341,0.00009599586,0.000007282454,0.000008220976,0.0006179453,0.00004778661,0.9935641,0.0004731445,0.000005786037,0.00169216],"study_design_scores_gemma":[0.001022701,0.0004592944,0.2176534,0.001724647,0.00004028924,0.0001235816,0.0006463178,0.0002864824,0.7686446,0.008809369,0.0003366417,0.0002526649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977305,0.0000708578,0.00004745258,0.00007743981,0.0007578047,0.00007709436,0.000005617668,0.00001508395,0.001218177],"genre_scores_gemma":[0.9950923,0.0000154931,0.004683141,0.00004402388,0.0001138194,8.48958e-7,4.790378e-7,0.000013618,0.00003627029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2249195,"threshold_uncertainty_score":0.3682586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322013197","doi":"10.58286/27714","title":"X-ray Computed Tomography for Nuclear Power Plant Maintenance","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced X-ray and CT Imaging","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":"Ontario Tech University","funders":"","keywords":"Workflow; Software deployment; Software; Nuclear power plant; Computer science; Nuclear power; Nuclear reactor core; Systems engineering; Reliability engineering; Software engineering; Engineering; Nuclear engineering; Operating system; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.01609608672566674,"gpt":0.2244424822436553,"spread":0.2083463955179886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002603461,0.0001737768,0.0002662982,0.0002679351,0.0001354454,0.00004041123,0.0002206603,0.00004469275,0.00001397687],"category_scores_gemma":[0.0002651357,0.000163714,0.0001262097,0.0006450301,0.00005625198,0.0003280618,0.00003195791,0.0003090347,0.00001265856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005708617,"about_ca_system_score_gemma":0.00001784664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.473644e-7,"about_ca_topic_score_gemma":2.582138e-7,"domain_scores_codex":[0.9989367,0.00001443902,0.0003765023,0.000127228,0.0001728988,0.0003722984],"domain_scores_gemma":[0.9990325,0.0003424447,0.0001803249,0.0001073358,0.0002368915,0.0001004925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006233967,0.0001736585,0.02561101,0.0008988308,0.001455353,0.00172241,0.007325232,0.5398888,0.2851189,0.01414184,0.0234568,0.09958383],"study_design_scores_gemma":[0.009757916,0.002198326,0.3199315,0.004506115,0.0003401797,0.005315346,0.01021779,0.5242244,0.005243558,0.07475298,0.04018137,0.003330504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114352,0.0003615364,0.08110265,0.0001024995,0.00181322,0.0002816428,0.00006229055,0.0008254059,0.004015529],"genre_scores_gemma":[0.8943145,0.000005828808,0.1053451,0.00004034926,0.0002148384,0.000002274197,0.000002971168,0.00006160176,0.00001252981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943205,"threshold_uncertainty_score":0.6676062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400147614","doi":"10.58286/29589","title":"Toward Indirect Real-Time Prediction of Bridge Vibration Responses Under Traffic Flow Through a Population of Connected Sensing Vehicles","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Structural Health Monitoring Techniques","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 Alberta","funders":"","keywords":"Traverse; Bridge (graph theory); Timestamp; Acceleration; Computer science; Modal; Population; Real-time computing; Traffic flow (computer networking); Engineering; Simulation; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.06575633926614394,"gpt":0.3042766026807401,"spread":0.2385202634145961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004396742,0.0001782956,0.0003788594,0.0003528704,0.00005949421,0.00003019119,0.00009030526,0.000126522,0.000006235946],"category_scores_gemma":[0.0005557272,0.0001736747,0.00008538335,0.0006351809,0.00005608789,0.0005836238,0.00001741892,0.0003131815,6.068311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054245,"about_ca_system_score_gemma":0.0001039594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105955,"about_ca_topic_score_gemma":0.00000165127,"domain_scores_codex":[0.9983628,0.0001334206,0.0008462782,0.0001457015,0.0003275528,0.0001842856],"domain_scores_gemma":[0.9982916,0.0008321204,0.0003583902,0.0001130691,0.000356541,0.00004825742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003628277,0.00002235204,0.007708876,0.001505376,0.000311781,0.00006706826,0.005610902,0.1099069,0.7146236,0.0001420255,0.0001253804,0.159613],"study_design_scores_gemma":[0.0002868437,0.0003765881,0.7188876,0.002207313,0.0001006076,0.000652145,0.0001533324,0.2036396,0.06882075,0.004700523,0.000001988664,0.0001726309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930604,0.0002715929,0.005289298,0.00002170391,0.0006338907,0.0001680316,0.00003323731,0.0004429103,0.00007890919],"genre_scores_gemma":[0.8616157,0.0000280836,0.1380081,0.000001718436,0.0002965475,9.244429e-7,0.000006987547,0.00004033179,0.00000166199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7111788,"threshold_uncertainty_score":0.7082248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402988883","doi":"10.58286/30293","title":"Synthetic aperture probe and ultrasonic testing","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Ultrasonics and Acoustic Wave Propagation","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":"Kinectrics (Canada)","funders":"","keywords":"Ultrasonic sensor; Materials science; Ultrasonic testing; Optics; Acoustics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01562122680275457,"gpt":0.2153696897640497,"spread":0.1997484629612951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003671287,0.0001741532,0.0001973597,0.0001431459,0.00007879791,0.0001572192,0.0001019822,0.00005490664,0.00001589954],"category_scores_gemma":[0.002073011,0.0001463574,0.0000442152,0.0003983591,0.00005328012,0.0003136566,0.0000177305,0.0005072166,0.00000688707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009215707,"about_ca_system_score_gemma":0.00007608946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003326075,"about_ca_topic_score_gemma":4.486218e-7,"domain_scores_codex":[0.9990581,0.00002014346,0.0003517667,0.0001507848,0.0001939989,0.0002252177],"domain_scores_gemma":[0.9981733,0.001378445,0.00008904,0.00007609303,0.0001910345,0.00009206392],"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":[0.000008112066,0.00002147865,0.00493128,0.0007945905,0.0001842462,0.0003339965,0.0007757657,0.008056278,0.804717,0.000840741,0.0001178532,0.1792187],"study_design_scores_gemma":[0.0007994669,0.0007496491,0.02660841,0.006650719,0.0004312665,0.02265607,0.0008187795,0.8946459,0.01058865,0.03397622,0.0009556037,0.001119249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461927,0.006258437,0.04262834,0.00008802801,0.0007058987,0.0001548282,0.000009814552,0.0002852111,0.003676741],"genre_scores_gemma":[0.9126673,0.00002480856,0.0869535,0.00001168852,0.0002827322,0.000002086458,5.762456e-7,0.00004257166,0.00001471644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865896,"threshold_uncertainty_score":0.5968282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387257596","doi":"10.58286/28710","title":"Asset Assessment of Concrete Structure","year":2023,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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":"Hatch (Canada)","funders":"","keywords":"Spall; Asset management; Cracking; Asset (computer security); Service life; Serviceability (structure); Computer science; Structural engineering; Engineering; Forensic engineering; Reliability engineering; Materials science; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.02978601499643327,"gpt":0.3003820494206808,"spread":0.2705960344242475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007570747,0.0003190589,0.0006176563,0.0005610981,0.00008138907,0.0000402631,0.0004896234,0.0001388745,0.0000575379],"category_scores_gemma":[0.001237252,0.0003073003,0.0001369972,0.001363374,0.0001751914,0.0004210809,0.0001071429,0.0007703471,0.000003712329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370385,"about_ca_system_score_gemma":0.000182289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001295569,"about_ca_topic_score_gemma":0.00000131768,"domain_scores_codex":[0.9978084,0.00009251908,0.0009107083,0.0002011431,0.0005706302,0.0004166101],"domain_scores_gemma":[0.9972308,0.0008988426,0.0006672401,0.0002921266,0.0007705649,0.0001404689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001688417,0.000006877918,0.1842638,0.0002905951,0.0002868321,0.0002224525,0.0003079512,0.002614322,0.8021051,0.005539862,0.0009886052,0.00335674],"study_design_scores_gemma":[0.001260145,0.0008433563,0.6777934,0.001034928,0.0001729517,0.001857045,0.0004288793,0.01035889,0.03653305,0.2688315,0.00005150581,0.0008343359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858245,0.00007217508,0.004555773,0.00001668393,0.000565669,0.0001716577,0.00005584765,0.0006421013,0.008095548],"genre_scores_gemma":[0.570305,0.000005064744,0.4294847,0.000004950939,0.0001414119,0.000002059036,0.000003414357,0.0000509013,0.000002431101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765572,"threshold_uncertainty_score":0.9999379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400785619","doi":"10.58286/30024","title":"Digital Detector Array for Non-destrucitve Radiographic Imaging of Aircraft Structures","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced X-ray and CT Imaging","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":"National Research Council Canada","funders":"","keywords":"Detector; Radiography; Digital radiography; Remote sensing; Optics; Computer science; Physics; Geology; Nuclear physics","retraction":null,"screen_n_in":null,"score":{"opus":0.009631982944674553,"gpt":0.2372750734833389,"spread":0.2276430905386644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002223114,0.000310419,0.0004459817,0.0005441753,0.00009149055,0.0001518483,0.0002830451,0.0000581959,0.00001250154],"category_scores_gemma":[0.0004222798,0.0002871979,0.0002895169,0.0006953821,0.0001526965,0.001188104,0.00002434702,0.0004970065,0.000001404902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008543,"about_ca_system_score_gemma":0.00009168263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002144117,"about_ca_topic_score_gemma":5.68156e-7,"domain_scores_codex":[0.9983854,0.0000133394,0.0007055255,0.0002186172,0.000278317,0.0003988476],"domain_scores_gemma":[0.9984873,0.0006640828,0.0002337183,0.0001605988,0.0003237932,0.000130503],"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":[0.0001021995,0.00002645934,0.03692259,0.001336007,0.0006465803,0.0002200095,0.001315429,0.02595193,0.6562391,0.0005340967,0.0001689633,0.2765366],"study_design_scores_gemma":[0.005724996,0.001513173,0.08120924,0.008317696,0.001176569,0.01333671,0.005434365,0.1297473,0.445316,0.3023287,0.002133215,0.003762028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6051111,0.002849886,0.3885603,0.00002495198,0.001423307,0.0002236751,0.00006128963,0.0002105789,0.001534965],"genre_scores_gemma":[0.8593957,0.00001237435,0.1399653,0.000006824072,0.0005220932,0.000005054109,0.00000203972,0.0000822393,0.000008373754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3017946,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400785717","doi":"10.58286/30027","title":"Multi-Energy Radiography of Organic Materials","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Nuclear Laboratories","keywords":"Radiography; Energy (signal processing); Environmental science; Medicine; Radiology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01407584462663688,"gpt":0.2314630809909401,"spread":0.2173872363643032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190123,0.0001598715,0.0003039332,0.00033422,0.00003760823,0.00004281611,0.0001614456,0.00004413712,0.00007233406],"category_scores_gemma":[0.0001469762,0.0001460602,0.00009510629,0.0006259823,0.00006030331,0.0004229381,0.00002318792,0.0002121758,0.000003246367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005280068,"about_ca_system_score_gemma":0.0000400043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005118197,"about_ca_topic_score_gemma":9.677948e-7,"domain_scores_codex":[0.9989957,0.00002642561,0.0005127906,0.0001037821,0.0001612912,0.0002000057],"domain_scores_gemma":[0.9993353,0.0001936387,0.000148197,0.00009567358,0.0001620559,0.00006510878],"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":[0.000008461166,0.00001174194,0.001305185,0.0001562716,0.000148047,0.0001145355,0.0002806493,0.002968578,0.9838418,0.0002240652,0.00004264713,0.010898],"study_design_scores_gemma":[0.00139963,0.0003703896,0.01868613,0.002908658,0.0003093751,0.004014691,0.001015893,0.01553336,0.9392481,0.01477785,0.0008481181,0.0008878037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8561264,0.005186547,0.1363552,0.00001149423,0.001449129,0.00004403112,0.00001113768,0.000177125,0.0006389834],"genre_scores_gemma":[0.8959274,0.00004703345,0.1036814,0.00000623828,0.0002784987,9.920133e-7,7.113479e-7,0.00004557304,0.00001217385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04459371,"threshold_uncertainty_score":0.5956162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411024572","doi":"10.58286/31374","title":"Improved Evaluation of Bender Element Testing for Different Confinement Stress Levels","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Non-Destructive Testing Techniques","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 Waterloo; York University","funders":"","keywords":"Stress (linguistics); Element (criminal law); Materials science; Structural engineering; Engineering; Political science; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07849842323752285,"gpt":0.3280665367734788,"spread":0.249568113535956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001709585,0.0003615938,0.0005942166,0.0004467565,0.0001197818,0.00004610906,0.0003782226,0.0001015318,0.00003160458],"category_scores_gemma":[0.004467945,0.0003421019,0.0001397826,0.000526584,0.00009943885,0.0002247188,0.0000911383,0.0003696677,2.094149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006363964,"about_ca_system_score_gemma":0.0002995121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002582775,"about_ca_topic_score_gemma":0.00001008032,"domain_scores_codex":[0.9973701,0.0001106694,0.001255292,0.0002595379,0.0006020585,0.0004023428],"domain_scores_gemma":[0.9941937,0.001433698,0.0008326815,0.0002722638,0.003180997,0.00008663332],"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":[0.00007596546,0.0001808295,0.07815313,0.0009225213,0.0007232999,0.000004952544,0.0003897443,0.003823439,0.8141754,0.004018334,0.000171771,0.09736062],"study_design_scores_gemma":[0.005463537,0.001557527,0.292841,0.003605959,0.001205597,0.0001073635,0.001003659,0.09489276,0.3547674,0.2436739,0.000008747654,0.0008724629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879845,0.0002791799,0.1057854,0.00002569631,0.0006659895,0.001022448,0.00004646892,0.0001904205,0.003999987],"genre_scores_gemma":[0.6034039,6.626636e-7,0.3964123,0.000006831213,0.00009423493,0.00004464769,0.000002535768,0.00003148038,0.000003364252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.459408,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413602105","doi":"10.58286/31583","title":"Digital Image Correlation (DIC) for Strain and Displacement Mapping on Concrete Containment Structures during a Leak Rate Test","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Atomic Energy of Canada Limited","keywords":"Digital image correlation; Leak; Containment (computer programming); Displacement (psychology); Strain (injury); Test (biology); Structural engineering; Forensic engineering; Materials science; Computer science; Geology; Engineering; Composite material; Medicine; Anatomy; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.007899392829507189,"gpt":0.2270327877687474,"spread":0.2191333949392402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002541105,0.0002573303,0.0003168145,0.0002295982,0.0001922441,0.0001683188,0.0001156973,0.00006954708,0.00000482381],"category_scores_gemma":[0.0009062387,0.0002329843,0.00007264546,0.0001731548,0.00007476054,0.0004230273,0.00003986547,0.0003560832,5.393432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071905,"about_ca_system_score_gemma":0.00005024177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001740907,"about_ca_topic_score_gemma":7.742138e-7,"domain_scores_codex":[0.9987873,0.00001727809,0.0005179117,0.0001842958,0.0001652919,0.0003278568],"domain_scores_gemma":[0.9987957,0.0005481135,0.000251527,0.000101978,0.0002235196,0.0000791053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005003262,0.00001768776,0.06936654,0.0009660393,0.0006018832,0.0001466498,0.001740752,0.03853744,0.8231223,0.003683305,0.0002428876,0.06107423],"study_design_scores_gemma":[0.01029709,0.001432122,0.8515916,0.004225229,0.0002714221,0.000676371,0.0070201,0.04830711,0.052924,0.0212539,0.0006538826,0.001347106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502784,0.0001397798,0.04603062,0.00003661028,0.0008147542,0.0003570764,0.00005704383,0.00006462217,0.002221093],"genre_scores_gemma":[0.9834002,0.000006220982,0.01614417,0.0000239229,0.0003168343,0.000009764316,0.00000455077,0.00003023856,0.00006414693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7822251,"threshold_uncertainty_score":0.9500824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385678855","doi":"10.58286/28530","title":"Une interopérabilité européenne maîtrisée et une opportunité de développement : la prise en compte du référentiel normatif – EN 16910-1 Exigences END pour la maintenance des essieux montés","year":2023,"lang":"fr","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Mechanical stress and fatigue analysis","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":"123 Certification (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04591828690061371,"gpt":0.3009037085055534,"spread":0.2549854216049396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002901781,0.0005322981,0.0008426541,0.0003735827,0.0002328798,0.0002339486,0.0007109821,0.000229768,0.000244766],"category_scores_gemma":[0.002742519,0.0004950223,0.0003490883,0.001700391,0.0002928571,0.0006064878,0.000309792,0.001205524,0.00004216659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534816,"about_ca_system_score_gemma":0.0002670253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346369,"about_ca_topic_score_gemma":0.0001483609,"domain_scores_codex":[0.9956115,0.001094564,0.001472347,0.0003771155,0.0005992895,0.0008451922],"domain_scores_gemma":[0.994405,0.003318397,0.0008818147,0.0002968802,0.0006170422,0.0004808657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002090209,0.0005881431,0.1134468,0.001632843,0.002323954,0.005899271,0.02297978,0.0788021,0.04586874,0.01428439,0.002756427,0.7112085],"study_design_scores_gemma":[0.003306169,0.0008433177,0.6396308,0.008114949,0.001260103,0.003175913,0.01731083,0.2185629,0.004237267,0.09833902,0.003474693,0.001744068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996719,0.001564165,0.08745592,0.006235406,0.0006249667,0.0002079016,0.00006610304,0.0001469711,0.004026647],"genre_scores_gemma":[0.8864222,0.001827765,0.1105159,0.00004407474,0.0003506488,0.00001261018,0.000009292353,0.00008923368,0.0007283329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7094644,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411024777","doi":"10.58286/31372","title":"Advances in Automated Non-Destructive Testing for Aircraft Engine Components","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced Measurement and Detection Methods","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":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Computer science; Engineering; Aeronautics; Reliability engineering; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03443503399122248,"gpt":0.3149122543313787,"spread":0.2804772203401562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006959193,0.0002612737,0.0004715261,0.000584387,0.0001152641,0.00003083619,0.0002017651,0.00008718402,0.000003300632],"category_scores_gemma":[0.002554875,0.000265682,0.00008665728,0.001206361,0.00005794542,0.0006982691,0.00002788513,0.0004397115,0.000001066796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215778,"about_ca_system_score_gemma":0.00008580047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004606788,"about_ca_topic_score_gemma":0.00000383898,"domain_scores_codex":[0.9984096,0.00005294365,0.0007545996,0.0001952424,0.0002219858,0.0003656645],"domain_scores_gemma":[0.9976598,0.001195641,0.000296028,0.0001197274,0.0006491031,0.00007967371],"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":[0.0001924936,0.00005942939,0.06033562,0.0004476644,0.0001127282,0.00003795704,0.0002347921,0.3394034,0.3659536,0.0001001953,0.00004851225,0.2330736],"study_design_scores_gemma":[0.007389552,0.0008401334,0.2491898,0.003399633,0.0001713701,0.0003824951,0.0008314907,0.6263399,0.06604598,0.0438607,0.0005137613,0.001035247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.597256,0.001063357,0.3947115,0.00001229039,0.001547957,0.0004086067,0.000006031524,0.0004211239,0.004573159],"genre_scores_gemma":[0.5195698,0.000009118211,0.480238,0.000008822244,0.0001255275,0.00001380865,7.940424e-7,0.00002655622,0.000007640108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2999076,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400785732","doi":"10.58286/30022","title":"Non-destructive detection of the useful zone in Boron carbide-reinforced metal matrix composites laminated plates","year":2024,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boron carbide; Materials science; Composite material; Metal; Boron; Carbide; Matrix (chemical analysis); Boron nitride; Metallurgy; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.00767691078796656,"gpt":0.2210333572580499,"spread":0.2133564464700833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003475401,0.0002180494,0.0003444155,0.000412082,0.00005532536,0.00003961244,0.0002420295,0.0001146664,0.00001121927],"category_scores_gemma":[0.0001174983,0.0001688223,0.0001672636,0.001054772,0.0001214989,0.0003539552,0.00003891913,0.0006497586,5.135394e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449795,"about_ca_system_score_gemma":0.00005187264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381412,"about_ca_topic_score_gemma":0.00001752325,"domain_scores_codex":[0.9987728,0.00004742097,0.0005938401,0.0001300242,0.0002364291,0.0002194681],"domain_scores_gemma":[0.9990076,0.0004095946,0.000220839,0.0001368878,0.0001789892,0.00004612745],"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":[0.00004020729,0.000007552468,0.003884067,0.0001558459,0.0001487952,0.00004375046,0.0009382727,0.01198084,0.9795984,0.00009497047,0.000003531337,0.003103738],"study_design_scores_gemma":[0.0003901533,0.000280142,0.1158102,0.001136434,0.0001585864,0.0007009908,0.00046612,0.041155,0.837735,0.001908756,0.000007345059,0.0002513387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939671,0.0006838989,0.004107373,0.000004435638,0.0005245333,0.0001983544,0.0000318177,0.0001346284,0.0003478284],"genre_scores_gemma":[0.9963004,0.00001051545,0.003540508,0.000001928346,0.00009097654,0.000005190794,7.273272e-7,0.00003948189,0.00001024666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418635,"threshold_uncertainty_score":0.6884374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313403464","doi":"10.58286/27648","title":"An Acoustic Beam Splitter","year":2022,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Institute for Aging","funders":"","keywords":"Beam splitter; Optics; Beam (structure); Laser beams; Splitter; Line (geometry); Component (thermodynamics); Feature (linguistics); Acoustics; Laser; Computer science; Physics; Mathematics; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.04101500701136385,"gpt":0.2752602015063267,"spread":0.2342451944949628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001070561,0.0001289012,0.0001992744,0.000267986,0.0004692592,0.000102843,0.0005733546,0.00002623491,0.004169624],"category_scores_gemma":[0.0002998547,0.0001126876,0.0000562841,0.0004792282,0.000101851,0.0004488076,0.00004747031,0.0007356922,0.00003191833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004520812,"about_ca_system_score_gemma":0.0002583947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701003,"about_ca_topic_score_gemma":0.0000370708,"domain_scores_codex":[0.9980202,0.0001932938,0.0003712891,0.0001896542,0.0008409047,0.0003846755],"domain_scores_gemma":[0.9985942,0.0004797359,0.0002660436,0.0001631747,0.0002744156,0.0002224245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009211079,0.00004654458,0.4938956,0.00001363396,0.00003685363,0.0004803082,0.0004673106,0.4687709,0.01554756,0.000002186058,0.0001691974,0.02047781],"study_design_scores_gemma":[0.001036735,0.003818241,0.7815372,0.0000335378,0.00008164217,0.00659424,0.002891819,0.1912412,0.0007787533,0.01120492,0.0003062107,0.0004755386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987119,0.00008813305,0.00944622,0.00005422092,0.0004073068,0.00009320999,0.00004276339,0.00002333025,0.002725848],"genre_scores_gemma":[0.9631376,0.000001076104,0.03632272,0.0001052373,0.0003546512,5.484972e-7,0.000008208277,0.000008383201,0.0000615382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2876416,"threshold_uncertainty_score":0.9967407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408927318","doi":"10.58286/31079","title":"Single ultrasonic probe able to reproduce flaw shape","year":2025,"lang":"en","type":"article","venue":"e-Journal of Nondestructive Testing","topic":"Advanced Welding Techniques Analysis","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":"Kinectrics (Canada)","funders":"","keywords":"Ultrasonic sensor; Acoustics; Materials science; Computer science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01929094047267993,"gpt":0.2630598420422384,"spread":0.2437689015695585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000441689,0.0002039657,0.0003745269,0.0003780554,0.00009647589,0.00005725213,0.0003526536,0.00006582587,0.00003588542],"category_scores_gemma":[0.001883996,0.0002060282,0.0001100072,0.001355499,0.00003691469,0.0003338536,0.0000657873,0.0004143567,0.000008093786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913797,"about_ca_system_score_gemma":0.00006072241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000102252,"about_ca_topic_score_gemma":0.00000346179,"domain_scores_codex":[0.9986272,0.00002631476,0.0005623781,0.0002463229,0.0002153758,0.0003224147],"domain_scores_gemma":[0.9986928,0.0002512783,0.0001979966,0.0003176884,0.0004388388,0.0001014457],"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":[0.00003072246,0.00005586938,0.009805176,0.0001204461,0.0002431832,0.00007240934,0.0002176186,0.07829966,0.8269384,0.0008085695,0.0010646,0.08234335],"study_design_scores_gemma":[0.001257223,0.001092337,0.02122092,0.003532445,0.0005788718,0.001024622,0.0006112625,0.04145783,0.8471053,0.07489651,0.005635971,0.001586769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7157018,0.0004615772,0.2706306,0.0001701254,0.0003900375,0.0002307324,0.000002770715,0.0004878327,0.01192447],"genre_scores_gemma":[0.5684149,0.000005022311,0.4312417,0.00004031042,0.0001186134,0.000004993135,3.281715e-7,0.00002867279,0.0001454645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160611,"threshold_uncertainty_score":0.8401586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}