{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":122,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":122,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1906f9a202e8","filters":{"venue":"Microsystem Technologies"}},"results":[{"id":"W2117400553","doi":"10.1007/s00542-007-0430-1","title":"Development of a novel type of microrobot for biomedical application","year":2007,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Robot; Mechanism (biology); Mechanical engineering; Servomotor; Servo; Engineering; Acoustics; Computer science; Simulation; Electrical engineering; Artificial intelligence; Physics","authors":[{"name":"Shuxiang Guo","is_ca":false},{"name":"Qinxue Pan","is_ca":false},{"name":"Mir Behrad Khamesee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0271435297079576,"gpt":0.2926717647911058,"spread":0.2655282350831483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004163171,0.000438028,0.0007440282,0.0002624389,0.0003728948,0.0004115104,0.0008956763,0.001017598,0.001649707],"category_scores_gemma":[0.0003987833,0.0003674974,0.0003626359,0.0001864813,0.000359583,0.0007959703,0.0004483699,0.0005586148,0.0008801784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401389,"about_ca_system_score_gemma":0.0005048499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000274567,"about_ca_topic_score_gemma":0.0005001849,"domain_scores_codex":[0.9996722,0.00002551198,0.00001694929,0.00007518007,0.000167926,0.00004233515],"domain_scores_gemma":[0.9997413,0.00004594633,0.00002829031,0.00003261636,0.00008779123,0.0000641183],"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":[0.0000788176,0.00004314805,0.0001440866,0.0001331229,0.00001117664,0.0001187727,0.00002666941,0.0003726849,0.9778404,0.00226473,0.0004654207,0.01850094],"study_design_scores_gemma":[0.00007339548,0.0007144224,0.0010523,0.00002122786,0.00003903008,0.001833507,0.00002448793,0.01381152,0.9497839,0.0008783372,0.03172398,0.00004398845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1869819,0.003306932,0.7927898,0.0009875826,0.002356743,0.0006138365,0.0004001468,0.002719739,0.009843429],"genre_scores_gemma":[0.3315773,0.001036789,0.6582681,0.0004355579,0.0001754245,0.0002697808,0.0001967346,0.00009316849,0.007947111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001649707,"threshold_uncertainty_score":0.005518794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053486736","doi":"10.1007/s00542-009-0883-5","title":"Design and fabrication of MEMS-based microneedle arrays for medical applications","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; CMC Microsystems","keywords":"Fabrication; Microelectromechanical systems; Materials science; Robustness (evolution); Biomedical engineering; Optoelectronics; Nanotechnology; Engineering","authors":[{"name":"Peiyu Zhang","is_ca":true},{"name":"Colin Dalton","is_ca":true},{"name":"G.A. Jullien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06783421322665693,"gpt":0.4002120967527247,"spread":0.3323778835260678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384514,0.0003181776,0.0003292311,0.0001820992,0.0002663006,0.0002482064,0.0003096381,0.0004715947,0.001065677],"category_scores_gemma":[0.0003215794,0.0002676315,0.0002041759,0.0001036129,0.0001365984,0.0002428461,0.0002289029,0.0003030433,0.0006357551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676923,"about_ca_system_score_gemma":0.0003378008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002777695,"about_ca_topic_score_gemma":0.0007273978,"domain_scores_codex":[0.9998425,0.00001506289,0.00001489754,0.00002757589,0.0000793927,0.0000204801],"domain_scores_gemma":[0.9998456,0.00005301325,0.0000300819,0.00001255039,0.0000440504,0.00001468494],"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":[0.00001511835,0.000006734832,0.00005300838,0.00007224784,0.000003896819,0.00003684088,0.00001667426,0.0003189603,0.9946233,0.0002401896,0.000124079,0.004488902],"study_design_scores_gemma":[0.0000167561,0.0001940201,0.0009466441,0.00000778488,0.00001388358,0.0002141849,0.00001596021,0.004231317,0.9839648,0.000157574,0.01022264,0.00001439058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.484715,0.005951672,0.4940766,0.001276064,0.0008869855,0.001059334,0.001130999,0.001936665,0.008966766],"genre_scores_gemma":[0.4333118,0.002647564,0.5569859,0.0002874272,0.0001263781,0.000788995,0.0004208319,0.00008901167,0.005342119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001065677,"threshold_uncertainty_score":0.003565013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164988365","doi":"10.1007/s00542-008-0731-z","title":"Permanent magnet configuration in design of an eddy current damper","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Waterloo","funders":"","keywords":"Eddy current; Conductor; Magnet; Damper; Eddy current brake; Mechanics; Magnetic field; Electrical conductor; Magnetic damping; Electromotive force; Physics; Electrical engineering; Engineering; Mechanical engineering; Nuclear magnetic resonance; Materials science; Structural engineering; Acoustics; Vibration; Composite material","authors":[{"name":"Babak Ebrahimi","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"Farid Golnaraghi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01947211612758512,"gpt":0.2173473020620154,"spread":0.1978751859344302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128976,0.0003338229,0.0002556827,0.0002349317,0.0002805812,0.0004194189,0.0006422303,0.000574026,0.001238901],"category_scores_gemma":[0.0003671201,0.0002389571,0.0001445341,0.0001733797,0.0002664116,0.0004965686,0.0001905018,0.0003123429,0.0002666514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777992,"about_ca_system_score_gemma":0.0001660578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001736431,"about_ca_topic_score_gemma":0.0002734674,"domain_scores_codex":[0.9998584,0.00005996955,0.000007231277,0.00002539539,0.00003910593,0.000009830026],"domain_scores_gemma":[0.9998947,0.00003129034,0.00002087766,0.00001120939,0.00003520963,0.000006696845],"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":[0.0009454645,0.000132181,0.001706178,0.0006700324,0.00005735716,0.0009802053,0.0003859221,0.3186376,0.3992268,0.06800701,0.002196676,0.2070547],"study_design_scores_gemma":[0.0002470234,0.002104457,0.003680759,0.0001239843,0.0001389266,0.001596686,0.0002200013,0.7880886,0.1606173,0.01383908,0.02927725,0.00006601544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06407399,0.0006761362,0.9255628,0.0001715855,0.00008328018,0.00005644561,0.00001268046,0.0002555714,0.009107536],"genre_scores_gemma":[0.8956398,0.0003158655,0.1000882,0.00006072941,0.00003843493,0.00006709566,0.000014606,0.00004845507,0.00372689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001238901,"threshold_uncertainty_score":0.004144549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151679065","doi":"10.1007/s00542-013-1938-1","title":"Nonlinear behaviour of membrane type electromagnetic energy harvester under harmonic and random vibrations","year":2013,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Vibration; Nonlinear system; Bandwidth (computing); Acceleration; Acoustics; Energy harvesting; Materials science; Voltage; Wideband; Random vibration; Electrical impedance; Physics; Harmonic; Energy (signal processing); Optics; Engineering; Classical mechanics","authors":[{"name":"Farid Ullah Khan","is_ca":true},{"name":"Farrokh Sassani","is_ca":true},{"name":"Boris Stoeber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008815156247782773,"gpt":0.1956763099980904,"spread":0.1868611537503077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001630848,0.0001246412,0.0002146539,0.0001317698,0.000225903,0.0002769133,0.0003044957,0.0003932678,0.002880158],"category_scores_gemma":[0.0006056048,0.0001450769,0.0001915166,0.000149467,0.000559641,0.0004022284,0.0001950737,0.0002894014,0.0004110078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258487,"about_ca_system_score_gemma":0.0001267355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005372733,"about_ca_topic_score_gemma":0.0004344633,"domain_scores_codex":[0.999915,0.00001194247,0.000003192019,0.0000213288,0.00002885643,0.00001959938],"domain_scores_gemma":[0.9997335,0.0001503418,0.00003600756,0.0000262869,0.00003502136,0.00001878583],"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":[0.0007198451,0.0000590653,0.001569374,0.0001166191,0.00003891763,0.0004364479,0.0003451594,0.02562258,0.9627579,0.00287287,0.0004039737,0.005057334],"study_design_scores_gemma":[0.00004678917,0.0004183742,0.01623703,0.0000283742,0.00003784025,0.0004255876,0.0002631779,0.5615612,0.4177309,0.002279859,0.0009084676,0.00006228934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909762,0.0001074868,0.00538282,0.000157603,0.00001457936,0.0000105358,0.00009557774,0.0001035223,0.003151764],"genre_scores_gemma":[0.9982969,0.0000343284,0.0002858124,0.00001071123,0.000002351246,0.000005154829,0.00003412403,0.00001348627,0.001317203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002880158,"threshold_uncertainty_score":0.009635091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966522189","doi":"10.1007/s00542-006-0284-y","title":"Nonlinear controller design for a magnetic levitation device","year":2006,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Magnetic levitation; Levitation; Actuator; Control theory (sociology); Nonlinear system; Controller (irrigation); Magnetic bearing; Control engineering; Lyapunov function; Computer science; Engineering; Magnet; Mechanical engineering; Control (management); Artificial intelligence; Physics","authors":[{"name":"Ehsan Shameli","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"Jan P. Huissoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01126842726764147,"gpt":0.2029380878985623,"spread":0.1916696606309208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740714,0.0005432625,0.0003800571,0.0001884496,0.0005269176,0.0006275196,0.000564162,0.0006967109,0.00244226],"category_scores_gemma":[0.0004934698,0.0002184157,0.0002255927,0.0001281253,0.0003748455,0.0003639192,0.0005705487,0.0004646615,0.0005509238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004139539,"about_ca_system_score_gemma":0.0005679663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189733,"about_ca_topic_score_gemma":0.003956056,"domain_scores_codex":[0.9998658,0.00002278778,0.000007029665,0.00003715917,0.00005315779,0.00001410458],"domain_scores_gemma":[0.9998268,0.00005009277,0.0000286285,0.00001059851,0.00007634267,0.00000748506],"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":[0.0004443408,0.0001164889,0.0006505677,0.0006792069,0.0001044784,0.0003429702,0.0003490348,0.6523525,0.1654201,0.01655076,0.003176219,0.1598134],"study_design_scores_gemma":[0.00003476638,0.0002085402,0.0002694845,0.00001208896,0.00001744599,0.00003656155,0.00001758626,0.9890505,0.007056139,0.0007695819,0.002515919,0.0000113753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01997027,0.0001966264,0.9695906,0.0002332726,0.0001142032,0.00007794148,0.00002885087,0.0002558224,0.009532393],"genre_scores_gemma":[0.9225539,0.0002561293,0.06322809,0.0001372946,0.00007056573,0.0002584342,0.00005864276,0.00004252399,0.01339439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003189733,"threshold_uncertainty_score":0.008170187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2552039336","doi":"10.1007/s00542-016-3180-0","title":"Dynamic modelling and analysis of V- and Z-shaped electrothermal microactuators","year":2016,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Displacement (psychology); Inertia; Finite element method; Actuator; Vibration; Mechanics; Mechanical engineering; Fourier series; Boundary value problem; Benchmark (surveying); Amplitude; Dynamic simulation; Materials science; Structural engineering; Acoustics; Computer science; Physics; Engineering; Simulation; Mathematical analysis; Classical mechanics; Mathematics; Optics; Electrical engineering","authors":[{"name":"Zhuo Zhang","is_ca":false},{"name":"Yueqing Yu","is_ca":false},{"name":"Xinyu Liu","is_ca":true},{"name":"Xuping Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005943757933245602,"gpt":0.1995963685408169,"spread":0.1936526106075713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417341,0.0002655858,0.0003870041,0.000190869,0.0002765115,0.0006683675,0.0009083867,0.0007160491,0.001595789],"category_scores_gemma":[0.0002956328,0.0002933102,0.0004497133,0.0002110053,0.0003928765,0.0004028968,0.0003090302,0.0001949138,0.0005175413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497114,"about_ca_system_score_gemma":0.0003931914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004755787,"about_ca_topic_score_gemma":0.002991187,"domain_scores_codex":[0.9999039,0.00001377441,0.000003296806,0.00001783262,0.00004195482,0.00001919381],"domain_scores_gemma":[0.9999241,0.00002206796,0.00001358978,0.000009897113,0.00002503262,0.00000530151],"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":[0.00008513386,0.00002104072,0.0004371169,0.00006451336,0.00002383435,0.0001365361,0.00009571391,0.9377246,0.04558759,0.006099083,0.0003189557,0.009405857],"study_design_scores_gemma":[0.000002030533,0.00001781729,0.0002390071,0.000004267164,0.000004631184,0.00001890191,0.00001643405,0.9944118,0.004193536,0.0002920367,0.0007954352,0.000004165072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4913905,0.002346524,0.4271841,0.0005779677,0.0001844478,0.0001106339,0.0002643809,0.0009159406,0.07702552],"genre_scores_gemma":[0.9856099,0.0002736756,0.003781062,0.00002831807,0.000006733409,0.00003192345,0.0000280684,0.00002618379,0.01021408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004755787,"threshold_uncertainty_score":0.009456217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987774558","doi":"10.1007/s00542-007-0492-0","title":"Hot embossing of microstructures: characterization of friction during demolding","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Bundesministerium für Bildung und Forschung","keywords":"Embossing; Molding (decorative); Microstructure; Materials science; Composite material; Mechanical engineering; Process (computing); Characterization (materials science); Computer science; Engineering; Nanotechnology","authors":[{"name":"Matthias Worgull","is_ca":false},{"name":"J.‐F. Hétu","is_ca":true},{"name":"Kalonji K. Kabanemi","is_ca":true},{"name":"M. Heckele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006804975971249534,"gpt":0.1843356901189897,"spread":0.1775307141477401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002323844,0.0001510313,0.0003567413,0.0002605924,0.0003541812,0.0003266132,0.0003279852,0.0003408353,0.0006364763],"category_scores_gemma":[0.000730485,0.0001955652,0.0001487331,0.0003022648,0.0004883822,0.0004604797,0.0002293656,0.0003554764,0.0001262133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572801,"about_ca_system_score_gemma":0.000145057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058879,"about_ca_topic_score_gemma":0.00191585,"domain_scores_codex":[0.9998083,0.00001376113,0.000009477099,0.00004280138,0.00007955452,0.00004620207],"domain_scores_gemma":[0.9995556,0.0001371519,0.00009549884,0.00009967996,0.0000735247,0.00003858742],"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":[0.0001019793,0.00001346529,0.0008880617,0.00002648538,0.000005752247,0.00009254185,0.0001483475,0.0001893019,0.9955164,0.0001111654,0.0000385752,0.002868145],"study_design_scores_gemma":[0.000007591999,0.0001786761,0.01816457,0.000004728316,0.000009552798,0.0001699012,0.00008835127,0.002428563,0.9781732,0.00006494571,0.0006998515,0.00001011096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934417,0.0007599146,0.005096386,0.00002412689,0.00001712539,0.00001361696,0.0000854368,0.00005096243,0.0005106138],"genre_scores_gemma":[0.998131,0.0001274952,0.001228579,0.00001207762,0.000003156759,0.000005162158,0.00005327579,0.0000138606,0.0004254007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001058879,"threshold_uncertainty_score":0.002592325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079393274","doi":"10.1007/s00542-006-0124-0","title":"Modeling and optimization of the hot embossing process for micro- and nanocomponent fabrication","year":2006,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Bundesministerium für Bildung und Forschung","keywords":"Microsystem; Embossing; Fabrication; Mechanical engineering; Process (computing); Molding (decorative); Materials science; Replication (statistics); Computer science; Nanotechnology; Characterization (materials science); Manufacturing engineering; Engineering","authors":[{"name":"Matthias Worgull","is_ca":false},{"name":"J.‐F. Hétu","is_ca":true},{"name":"Kalonji K. Kabanemi","is_ca":true},{"name":"M. Heckele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00932312582293117,"gpt":0.216601564278061,"spread":0.2072784384551298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003615139,0.0006293692,0.0008879242,0.0003698051,0.0005533411,0.0009274189,0.001180303,0.00123979,0.003087898],"category_scores_gemma":[0.000789667,0.0007557239,0.0006906586,0.0004756332,0.0004478678,0.0008706275,0.0003088691,0.0004079301,0.0004932529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535935,"about_ca_system_score_gemma":0.00199418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01416172,"about_ca_topic_score_gemma":0.0135826,"domain_scores_codex":[0.9998092,0.00002381854,0.000007101288,0.00003283953,0.00009192051,0.00003510302],"domain_scores_gemma":[0.9997451,0.0001291907,0.0000372466,0.00002651767,0.00005055523,0.00001143469],"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":[0.00001811772,0.00002148305,0.0001806218,0.00003183977,0.000007120203,0.00002507433,0.00001165225,0.9927737,0.003340549,0.001327093,0.0001365235,0.002126283],"study_design_scores_gemma":[0.000004687972,0.000008972293,0.0000805977,0.000001297319,0.000003710048,0.000004215637,0.000002815576,0.9980805,0.001424878,0.0001549116,0.0002304148,0.000002960877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3735919,0.001378848,0.5690523,0.0007604741,0.0001586595,0.0003090974,0.0009338429,0.001725385,0.05208943],"genre_scores_gemma":[0.9481587,0.0004470034,0.04313896,0.00004226741,0.00001828166,0.0001969393,0.0002298362,0.0002149123,0.007553024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01416172,"threshold_uncertainty_score":0.02815855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036922792","doi":"10.1007/s00542-005-0015-9","title":"Electronic Mosquito: designing a semi-invasive Microsystem for blood sampling, analysis and drug delivery applications","year":2005,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Microsystem; Sampling (signal processing); Computer science; Drug delivery; Blood sampling; Systems engineering; Engineering; Nanotechnology; Medicine; Materials science","authors":[{"name":"Giorgio E. Gattiker","is_ca":true},{"name":"K.V.I.S. Kaler","is_ca":true},{"name":"Martin P. Mintchev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005946585715155646,"gpt":0.2039777107802516,"spread":0.1980311250650959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004367468,0.0003826297,0.0002609267,0.000225838,0.0002045582,0.0003382521,0.0005614852,0.0003338817,0.0009896754],"category_scores_gemma":[0.0002844076,0.0002564554,0.0002008429,0.0001394568,0.0002601867,0.00050273,0.0004152764,0.0003778576,0.0004177255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824028,"about_ca_system_score_gemma":0.0004944651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002918444,"about_ca_topic_score_gemma":0.0007738906,"domain_scores_codex":[0.9998063,0.00002435746,0.00001483168,0.00004883645,0.00008921426,0.00001637908],"domain_scores_gemma":[0.9999068,0.00001702877,0.00001862939,0.00001051793,0.00002991193,0.0000171261],"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":[0.0001076859,0.00006715797,0.001030253,0.0001824742,0.00001034602,0.0001047785,0.00005843617,0.0004185883,0.9609832,0.001533805,0.0009033862,0.03459989],"study_design_scores_gemma":[0.00005135364,0.001039502,0.004253986,0.00001874547,0.0000455615,0.001435497,0.00004676239,0.01139323,0.9609894,0.0003457749,0.02034968,0.00003055364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4091117,0.002201679,0.5771033,0.0006487562,0.0003913791,0.001033506,0.0005469259,0.001591114,0.007371628],"genre_scores_gemma":[0.4227769,0.001792927,0.555482,0.0004261016,0.00008627973,0.0005006733,0.0004500165,0.0001229291,0.01836208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009896754,"threshold_uncertainty_score":0.0033108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034853110","doi":"10.1007/s00542-012-1480-6","title":"Battery-and wire-less tire pressure measurement systems (TPMS) sensor","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Battery (electricity); Automotive engineering; Power (physics); Energy harvesting; Electrical engineering; Piezoelectricity; Pressure sensor; Energy (signal processing); Engineering; Mechanical engineering","authors":[{"name":"Noaman Makki","is_ca":true},{"name":"Remon Pop‐Iliev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02768174073821607,"gpt":0.2010159775724269,"spread":0.1733342368342108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244115,0.0003890219,0.0004613094,0.0004688931,0.0003617421,0.0005458156,0.001234046,0.0007083599,0.004731528],"category_scores_gemma":[0.0005897718,0.0002762037,0.0002032331,0.0006379907,0.0001711116,0.001201571,0.0005020687,0.0004376628,0.001492386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856587,"about_ca_system_score_gemma":0.0003678181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004965469,"about_ca_topic_score_gemma":0.0009437748,"domain_scores_codex":[0.9992008,0.00005784793,0.00003523728,0.0001586368,0.0005114538,0.00003609641],"domain_scores_gemma":[0.9996653,0.0000525525,0.00004853919,0.00005208951,0.0001600103,0.00002154961],"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":[0.0005919079,0.00009942098,0.003507475,0.0004722708,0.00004674019,0.0002087049,0.0001462127,0.0009100731,0.8301439,0.00205601,0.007329575,0.1544876],"study_design_scores_gemma":[0.00006116465,0.0007678973,0.01165365,0.00003634657,0.00007578808,0.00131394,0.0001285936,0.04179613,0.9099752,0.0007631239,0.03335823,0.0000698082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4153737,0.002883622,0.5462914,0.001512995,0.001197762,0.0003997436,0.002529948,0.007104585,0.02270627],"genre_scores_gemma":[0.90975,0.0008252666,0.06012892,0.0005633992,0.0002371872,0.0002064934,0.0007037224,0.0001154587,0.02746942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004731528,"threshold_uncertainty_score":0.01582855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081873083","doi":"10.1007/s00542-009-0895-1","title":"Design, fabrication and analysis of micromachined high sensitivity and 0% cross-axis sensitivity capacitive accelerometers","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Networks of Centres of Excellence of Canada","keywords":"Sensitivity (control systems); Fabrication; Accelerometer; Capacitive sensing; Microelectromechanical systems; Surface micromachining; Bulk micromachining; Materials science; Capacitance; Electronic engineering; Optoelectronics; Electrical engineering; Computer science; Engineering; Physics; Electrode","authors":[{"name":"Hamed Farahani","is_ca":true},{"name":"James K. Mills","is_ca":true},{"name":"William L. Cleghorn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01138965139932479,"gpt":0.2313838457152615,"spread":0.2199941943159368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009232118,0.00069402,0.0005812193,0.0004996419,0.0004596745,0.0009146603,0.001571149,0.0007014858,0.001140196],"category_scores_gemma":[0.001546117,0.0007408497,0.0002847114,0.0004289454,0.0004670477,0.0006902806,0.0003874176,0.0004555992,0.0004197129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258953,"about_ca_system_score_gemma":0.001617182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176792,"about_ca_topic_score_gemma":0.005843699,"domain_scores_codex":[0.9989942,0.00006463192,0.00004542282,0.0002101969,0.0006051262,0.00008049603],"domain_scores_gemma":[0.9986227,0.0002541278,0.0003203168,0.0001138566,0.0006142565,0.00007474915],"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":[0.0001578166,0.0001122576,0.001709714,0.0003139795,0.00005758876,0.0001865131,0.0002434364,0.006021611,0.9627819,0.003482493,0.002097482,0.02283511],"study_design_scores_gemma":[0.0001156779,0.001560265,0.01345814,0.00003853659,0.00007260292,0.0005580264,0.0001358665,0.04918457,0.9106666,0.0006333569,0.02349131,0.00008491283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5576961,0.00468018,0.4137376,0.001455913,0.001211406,0.001450343,0.001520402,0.002746157,0.01550193],"genre_scores_gemma":[0.755534,0.0009126746,0.2326997,0.0002355316,0.0001451241,0.000464694,0.0004970971,0.00009380827,0.009417327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002176792,"threshold_uncertainty_score":0.009134412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021577396","doi":"10.1007/s00542-011-1252-8","title":"Auto-calibration of capacitive MEMS accelerometers based on pull-in voltage","year":2011,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Accelerometer; Calibration; Microelectromechanical systems; Capacitive sensing; Voltage; Acoustics; Electronic engineering; Process (computing); Materials science; Computer science; Electrical engineering; Engineering; Optoelectronics; Physics","authors":[{"name":"L.A. Rocha","is_ca":false},{"name":"Rosana A. Dias","is_ca":false},{"name":"Edmond Cretu","is_ca":true},{"name":"Lukas Mol","is_ca":false},{"name":"R.F. Wolffenbuttel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02235099612343363,"gpt":0.2044039201471917,"spread":0.1820529240237581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005573191,0.001034691,0.0005143615,0.0008198044,0.0003449831,0.0008247658,0.001132063,0.0009664324,0.00268892],"category_scores_gemma":[0.002367468,0.0004481088,0.0001947801,0.0005589853,0.0002700105,0.0008563175,0.0007576055,0.0005851294,0.0009031984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170802,"about_ca_system_score_gemma":0.0003042998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004484706,"about_ca_topic_score_gemma":0.001325435,"domain_scores_codex":[0.9987199,0.0001621837,0.0000642267,0.0002974282,0.0006791446,0.00007724363],"domain_scores_gemma":[0.9988549,0.000343188,0.0001554229,0.0002260128,0.0003766099,0.00004390907],"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":[0.0005214787,0.000120745,0.005808349,0.0002581369,0.00006383434,0.000175417,0.0002930956,0.002093206,0.8524663,0.001271383,0.001996713,0.1349313],"study_design_scores_gemma":[0.00006238209,0.0003812987,0.02367582,0.00005462515,0.00005961028,0.001168477,0.0001403446,0.06628393,0.89766,0.0009432976,0.009499899,0.00007026367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5449481,0.001861992,0.4339142,0.0006232566,0.0009947057,0.000255446,0.0006877094,0.005577551,0.0111371],"genre_scores_gemma":[0.9571903,0.0003091652,0.0383019,0.0002130321,0.00008789452,0.00007691341,0.00020132,0.0001889766,0.003430428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268892,"threshold_uncertainty_score":0.008995295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090381783","doi":"10.1007/s00542-011-1231-0","title":"Design, fabrication and control of a magnetic capsule-robot for the human esophagus","year":2011,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Robot; Computer science; Capsule; Simulation; Control engineering; Mechanical engineering; Engineering; Artificial intelligence","authors":[{"name":"Saman Hosseini","is_ca":true},{"name":"Moein Mehrtash","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05116950415288208,"gpt":0.2594774143083804,"spread":0.2083079101554983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781847,0.0003561107,0.0003145726,0.0002179212,0.0004076324,0.0004547533,0.0008431411,0.0004585154,0.001476328],"category_scores_gemma":[0.0004309996,0.0002690802,0.0002824522,0.0001141719,0.0003423432,0.0002344459,0.0003358536,0.0002241465,0.0004069558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290866,"about_ca_system_score_gemma":0.0007585309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007166806,"about_ca_topic_score_gemma":0.0009634734,"domain_scores_codex":[0.9997632,0.00002370475,0.00001452051,0.00006076837,0.0001102685,0.00002757255],"domain_scores_gemma":[0.999769,0.00004311647,0.00007108093,0.0000262381,0.00006766465,0.00002294266],"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":[0.0003763305,0.0001075492,0.001637494,0.0005353918,0.00005616206,0.0004484506,0.0003171872,0.02847473,0.8718775,0.004139656,0.002243547,0.08978612],"study_design_scores_gemma":[0.0002430406,0.003832516,0.01379762,0.00007577939,0.0001923448,0.001835723,0.0001899654,0.2465963,0.6718282,0.001268566,0.05998176,0.0001582191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.108227,0.0007157826,0.8799435,0.0003977094,0.0002808277,0.0003729916,0.000123126,0.001712763,0.008226203],"genre_scores_gemma":[0.740819,0.0003395102,0.2505963,0.000124359,0.00004731709,0.0002951045,0.00008462224,0.0001010827,0.007592691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001476328,"threshold_uncertainty_score":0.004938781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019584011","doi":"10.1007/s00542-014-2116-9","title":"Design, fabrication and testing of a piezoelectric energy microgenerator","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fabrication; Cantilever; Materials science; Piezoelectricity; Microelectromechanical systems; Surface micromachining; Silicon; Vibration; Silicon nitride; Proof mass; Optoelectronics; Acceleration; Aluminium nitride; Bulk micromachining; Aluminium; Electric potential energy; Power (physics); Acoustics; Composite material; Physics","authors":[{"name":"Ali B. Alamin Dow","is_ca":true},{"name":"Achim Bittner","is_ca":false},{"name":"U. Schmid","is_ca":false},{"name":"Nazir P. Kherani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01477549574993503,"gpt":0.1858045835357331,"spread":0.1710290877857981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008393659,0.0003546131,0.0004464477,0.0002970647,0.0005631988,0.0006677347,0.001411821,0.0008494321,0.001737712],"category_scores_gemma":[0.0007425425,0.0003429361,0.0002742825,0.000210146,0.0003542112,0.001010869,0.0006337781,0.0004546768,0.0006476485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051024,"about_ca_system_score_gemma":0.0009466282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003163585,"about_ca_topic_score_gemma":0.0005401114,"domain_scores_codex":[0.9995092,0.00004065962,0.00003144912,0.0001218891,0.000240214,0.00005656615],"domain_scores_gemma":[0.9994392,0.0001086378,0.0001100004,0.000121308,0.0001669654,0.00005400327],"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":[0.0001119783,0.00007622086,0.0009049268,0.0001915931,0.00002131357,0.0001756133,0.0001733795,0.001630011,0.9800432,0.0009397459,0.0004449807,0.01528722],"study_design_scores_gemma":[0.00005248372,0.0008173626,0.002071022,0.00001327033,0.00002724765,0.0002191053,0.00006484603,0.005777919,0.9820647,0.0001330621,0.008740391,0.00001857225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7968248,0.0009320121,0.1910596,0.0008898929,0.0002725586,0.0009760167,0.0005537754,0.001651817,0.006839574],"genre_scores_gemma":[0.8532605,0.0004513583,0.1352112,0.00015328,0.00002849964,0.000420452,0.0002616597,0.0001054318,0.01010764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001737712,"threshold_uncertainty_score":0.005813241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2552096480","doi":"10.1007/s00542-016-3205-8","title":"Modeling and process design optimization of a piezoelectric micromachined ultrasonic transducers (PMUT) using lumped elements parameters","year":2016,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"PMUT; Piezoelectricity; Ultrasonic sensor; Capacitive micromachined ultrasonic transducers; Acoustics; Transducer; Process (computing); Materials science; Computer science; Physics","authors":[{"name":"Achraf Ben Amar","is_ca":true},{"name":"Hung Cao","is_ca":false},{"name":"Ammar B. Kouki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01507415777137565,"gpt":0.2150415873657973,"spread":0.1999674295944216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663796,0.0005692103,0.0006176058,0.000274556,0.0003957539,0.0007455976,0.0009464722,0.001000326,0.002037517],"category_scores_gemma":[0.0004834874,0.0006601127,0.0007581601,0.0003826118,0.0002754421,0.0006126519,0.0003654045,0.0004507506,0.0004385754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007785154,"about_ca_system_score_gemma":0.001050712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004409339,"about_ca_topic_score_gemma":0.005518554,"domain_scores_codex":[0.9997893,0.00003850885,0.000008105296,0.00004027753,0.0001042658,0.00001956261],"domain_scores_gemma":[0.9998676,0.00004924681,0.00002489735,0.00001449527,0.00003891518,0.000004920623],"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":[0.00002302315,0.00002077743,0.0002127427,0.00006042195,0.00001758793,0.00003601919,0.00003277683,0.9805909,0.009551497,0.00154359,0.0001907526,0.007719868],"study_design_scores_gemma":[0.000004415204,0.0000265075,0.0001173365,0.000004659779,0.00001180334,0.00001309105,0.000008991369,0.9946834,0.004071813,0.0002353835,0.0008193563,0.000003170577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08027378,0.0005391457,0.8985754,0.0002999087,0.00007640049,0.0001019003,0.0001963549,0.0006201518,0.01931692],"genre_scores_gemma":[0.8885485,0.0004884728,0.0991491,0.00005224652,0.00001962285,0.0002869366,0.0001529265,0.0001150845,0.01118721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004409339,"threshold_uncertainty_score":0.008767366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298143868","doi":"10.1007/s00542-022-05385-7","title":"Modelling of air damping effect on the performance of encapsulated MEMS resonators","year":2022,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Micralyne; University of Windsor","funders":"Mitacs","keywords":"Resonator; Finite element method; Microelectromechanical systems; Q factor; Mechanics; Work (physics); Loss factor; Damping factor; Magnetic damping; Materials science; Acoustics; Energy (signal processing); Mechanical engineering; Structural engineering; Engineering; Physics; Vibration; Optoelectronics; Electrical engineering","authors":[{"name":"Ankang Wang","is_ca":true},{"name":"Sahereh Sahandabadi","is_ca":true},{"name":"Tyler R. Harrison","is_ca":true},{"name":"D. F. Spicer","is_ca":true},{"name":"Mohammed Jalal Ahamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01119633999825994,"gpt":0.1937602197044168,"spread":0.1825638797061569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002544119,0.0005816455,0.0003939155,0.0001483866,0.00016511,0.0004397566,0.0007191073,0.001153262,0.002189323],"category_scores_gemma":[0.0008785195,0.0002651979,0.0005538083,0.0001254943,0.0003354193,0.0004766953,0.000247124,0.0003238765,0.0005165942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998035,"about_ca_system_score_gemma":0.0002650753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594736,"about_ca_topic_score_gemma":0.001304287,"domain_scores_codex":[0.9998341,0.00003477926,0.000004845606,0.00003122997,0.00006445976,0.00003058349],"domain_scores_gemma":[0.9997188,0.0001501212,0.0000354091,0.00003311664,0.00005180757,0.0000107173],"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":[0.0001504101,0.0000513645,0.0006475883,0.0001388125,0.00002558048,0.0001898998,0.000116543,0.9146075,0.07693771,0.002165462,0.0002778159,0.004691318],"study_design_scores_gemma":[0.000007601002,0.00005552049,0.0004645923,0.000007845291,0.000009227233,0.00001667721,0.000009272964,0.9902754,0.008673769,0.0001371354,0.0003379257,0.000005028356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284726,0.0006565826,0.1402106,0.0002302179,0.0001118988,0.00006686446,0.0002562454,0.0005975313,0.02939746],"genre_scores_gemma":[0.992959,0.00009837012,0.003119498,0.00001269083,0.000007819251,0.00002071742,0.00003868701,0.00006212344,0.003681099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002594736,"threshold_uncertainty_score":0.00732398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980353674","doi":"10.1007/s00542-019-04629-3","title":"Dielectrophoresis-based microfluidic platform to sort micro-particles in continuous flow","year":2019,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Dielectrophoresis; Microchannel; Microfluidics; Sorting; Particle (ecology); Electric field; Materials science; Electrode; Flow (mathematics); sort; Channel (broadcasting); Nanotechnology; Computer science; Mechanics; Physics","authors":[{"name":"Mohsen Hajari","is_ca":false},{"name":"Amirali Ebadi","is_ca":false},{"name":"Morteza Fathipour","is_ca":false},{"name":"M. Soltani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006943775391585595,"gpt":0.190273676661816,"spread":0.1833299012702304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220591,0.0005281508,0.0004832789,0.0005217999,0.0003574879,0.0004897591,0.0005544405,0.0006264091,0.0008000691],"category_scores_gemma":[0.0001581129,0.0003336355,0.0002891027,0.0003038809,0.0002029295,0.0004715889,0.0005161535,0.0005771875,0.0005153013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074425,"about_ca_system_score_gemma":0.0005861801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003099166,"about_ca_topic_score_gemma":0.0007948432,"domain_scores_codex":[0.9997733,0.0000148345,0.00001590143,0.00007597746,0.00009059968,0.00002946926],"domain_scores_gemma":[0.999916,0.00001648185,0.0000147345,0.00001018796,0.00002547035,0.00001702703],"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":[0.00003330153,0.00003419062,0.0001482231,0.00007438903,0.00001005271,0.00003716915,0.0000210927,0.000170755,0.9929665,0.0005581842,0.0003490969,0.005596964],"study_design_scores_gemma":[0.00001632155,0.0001126415,0.0007895445,0.00000498296,0.00001878094,0.0001223375,0.00001501153,0.007711209,0.9864603,0.0001578374,0.004569062,0.00002186366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329438,0.005432434,0.2495081,0.0007678265,0.0008543558,0.0003666369,0.001032923,0.002062601,0.007031379],"genre_scores_gemma":[0.7913551,0.001870802,0.1929908,0.0005672156,0.0001234277,0.0003794179,0.0009213852,0.00006249867,0.01172941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008000691,"threshold_uncertainty_score":0.002676487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009202962","doi":"10.1007/s00542-020-04787-9","title":"Design and development of an efficient fluid mixing for 3D printed lab-on-a-chip","year":2020,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mixing (physics); Micromixer; Reynolds number; Péclet number; Waviness; Microfluidics; Materials science; Volumetric flow rate; Chip; Inlet; Flow (mathematics); Mechanics; Microchannel; Mechanical engineering; Electrical engineering; Composite material; Engineering; Nanotechnology; Physics; Turbulence","authors":[{"name":"Anurag Agarwal","is_ca":true},{"name":"Asif Salahuddin","is_ca":true},{"name":"Hualong Wang","is_ca":true},{"name":"Mohammed Jalal Ahamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01817400485158067,"gpt":0.2116357034991755,"spread":0.1934616986475949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003904557,0.0005850995,0.0004832017,0.0004512132,0.0003569196,0.0009212216,0.001488163,0.0009529473,0.001081647],"category_scores_gemma":[0.000386777,0.0005311202,0.0006034723,0.0003085145,0.0002731065,0.0005781758,0.0004821373,0.0004657742,0.0008938573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352748,"about_ca_system_score_gemma":0.0009309345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005867925,"about_ca_topic_score_gemma":0.00114268,"domain_scores_codex":[0.9995421,0.00002529687,0.00002520044,0.00008715947,0.0002802274,0.00004004657],"domain_scores_gemma":[0.9997227,0.00003772081,0.00006478906,0.0000369777,0.0001102848,0.00002756133],"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":[0.00003961976,0.00008296445,0.0002898313,0.0001956738,0.0000405611,0.0001138268,0.00004095304,0.008481543,0.9662396,0.002004883,0.0007501456,0.02172045],"study_design_scores_gemma":[0.00001832175,0.0002603215,0.00059929,0.000008533092,0.0000359371,0.0002041616,0.00001162841,0.05851455,0.9275195,0.0002344983,0.01255472,0.0000384801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1415669,0.001214499,0.8426062,0.0003706873,0.0004251264,0.0003855012,0.0004157674,0.003591617,0.009423624],"genre_scores_gemma":[0.3841707,0.00071444,0.6071939,0.0002088952,0.00006595427,0.0004127166,0.000390738,0.0001662797,0.006676352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001488163,"threshold_uncertainty_score":0.004609287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056502026","doi":"10.1007/s00542-007-0456-4","title":"Frequency tuning AFM optical levers using a slot","year":2007,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Lever; Materials science; Optics; Machining; Natural frequency; Stiffness; Vibration; Acoustics; Mechanical engineering; Physics; Composite material; Engineering","authors":[{"name":"Gino Rinaldi","is_ca":true},{"name":"Muthukumaran Packirisamy","is_ca":true},{"name":"Ion Stiharu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749795569965801,"gpt":0.2891934078016012,"spread":0.2716954521019432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003533911,0.000336357,0.0004180594,0.0003253511,0.0003987108,0.0005900225,0.001110477,0.0006429686,0.002035495],"category_scores_gemma":[0.0004920111,0.000481602,0.0002142519,0.0003020928,0.0005235371,0.001225968,0.0006378283,0.000466683,0.0006347132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283047,"about_ca_system_score_gemma":0.0002546694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375923,"about_ca_topic_score_gemma":0.0003497409,"domain_scores_codex":[0.999662,0.00002255936,0.0000254979,0.0001272267,0.000117945,0.00004469673],"domain_scores_gemma":[0.9994242,0.0001385817,0.0001512372,0.0001520371,0.0000801593,0.00005382734],"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":[0.0001468938,0.00005971946,0.0004635089,0.00006994068,0.000008101266,0.00004774678,0.00007483066,0.000302143,0.9725948,0.005290276,0.0006345952,0.02030731],"study_design_scores_gemma":[0.0001086967,0.0007284186,0.00216567,0.00001355575,0.00003369805,0.0006808041,0.00005346045,0.02429805,0.9438749,0.001332462,0.02664068,0.00006971107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6956465,0.001226294,0.2848756,0.0007730761,0.001025442,0.0001455626,0.0002077159,0.002720709,0.01337911],"genre_scores_gemma":[0.8468643,0.0001809413,0.1449226,0.0001255475,0.0001239877,0.00006112971,0.00005870696,0.00008823328,0.007574501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002035495,"threshold_uncertainty_score":0.006809413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919101383","doi":"10.1007/s00542-019-04361-y","title":"Automated insertion of package dies onto wire and into a textile yarn sheath","year":2019,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Nottingham; Trent University; Nottingham Trent University","keywords":"Yarn; Textile; Die (integrated circuit); Composite material; Soldering; Materials science; Mechanical engineering; Engineering","authors":[{"name":"Dorothy Hardy","is_ca":false},{"name":"Ioannis Anastasopoulos","is_ca":false},{"name":"Mohamad Nour Nashed","is_ca":false},{"name":"Carlos Oliveira","is_ca":false},{"name":"Theodore Hughes‐Riley","is_ca":false},{"name":"Abiodun Komolafe","is_ca":false},{"name":"John Tudor","is_ca":false},{"name":"Russel Torah","is_ca":false},{"name":"Steve Beeby","is_ca":false},{"name":"Tilak Dias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009119345892701199,"gpt":0.2448158759690735,"spread":0.2356965300763723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004768201,0.0005027616,0.0003623684,0.0003977965,0.0001839267,0.0003681929,0.0003867705,0.0003164849,0.00160425],"category_scores_gemma":[0.0005922593,0.0003502861,0.000385174,0.0001976045,0.0003288623,0.0004455207,0.0005946681,0.0003126906,0.0008703964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809002,"about_ca_system_score_gemma":0.0002362076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971405,"about_ca_topic_score_gemma":0.0004087928,"domain_scores_codex":[0.9997227,0.0000340413,0.00002474977,0.00007362063,0.0000884019,0.00005645459],"domain_scores_gemma":[0.9992768,0.0001764744,0.0001786412,0.000237824,0.00007603299,0.00005426086],"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":[0.0000687678,0.00003787151,0.0006825901,0.00006747857,0.000006746187,0.0003176602,0.000124987,0.001094259,0.9831465,0.0001614365,0.00007025922,0.01422139],"study_design_scores_gemma":[0.00001278729,0.0005958079,0.004484459,0.00001672489,0.00001310655,0.0003617455,0.00005712434,0.004425766,0.9867342,0.00005081161,0.003229359,0.00001815798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144229,0.0002098591,0.08111721,0.00003764727,0.00007705676,0.0001882026,0.0001005433,0.001729094,0.002117627],"genre_scores_gemma":[0.8761691,0.0002329238,0.1175134,0.0000282098,0.00001516133,0.0000960468,0.0001400595,0.0002902233,0.005514973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160425,"threshold_uncertainty_score":0.005366802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345912107","doi":"10.1007/s00542-016-2955-7","title":"Micromirror based virtual image automotive head-up display","year":2016,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Head-up display; Digital micromirror device; Reflector (photography); Optics; Computer science; Actuator; Virtual image; Laser; Automotive industry; Engineering; Physics; Artificial intelligence","authors":[{"name":"Chao Fan","is_ca":true},{"name":"Siyuan He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008456764337537207,"gpt":0.2336568947789679,"spread":0.2252001304414307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591869,0.0004372515,0.00044713,0.0002548457,0.0002194477,0.000582537,0.001166959,0.0004730702,0.00838722],"category_scores_gemma":[0.0003230069,0.0002945103,0.0003055889,0.0001784778,0.0001494447,0.0004958927,0.0008610939,0.0004142665,0.001357419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685686,"about_ca_system_score_gemma":0.0003039907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006336337,"about_ca_topic_score_gemma":0.0008444955,"domain_scores_codex":[0.999702,0.00003040167,0.00001143662,0.00005449521,0.0001452689,0.0000562995],"domain_scores_gemma":[0.9998037,0.00004560249,0.00002410037,0.00003909149,0.00006405953,0.00002350581],"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":[0.0009094955,0.00008969825,0.0008583001,0.0001885801,0.00003836868,0.0006072695,0.0001437385,0.003400052,0.9240168,0.002232886,0.005063428,0.06245139],"study_design_scores_gemma":[0.00008041249,0.0008781819,0.00402817,0.00002151506,0.00006233811,0.002227988,0.0001090152,0.08495528,0.8875323,0.0004533133,0.01956367,0.00008787704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.535758,0.001800118,0.4057427,0.0006511585,0.0007946405,0.0002186278,0.0009494551,0.01006859,0.04401672],"genre_scores_gemma":[0.8975637,0.0003332208,0.07797896,0.0001848631,0.00006473014,0.00006184255,0.000283177,0.0001760867,0.02335337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00838722,"threshold_uncertainty_score":0.02805799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091746407","doi":"10.1007/s00542-009-0789-2","title":"Modeling and analysis of a 2-DOF bidirectional electro-thermal microactuator","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Microactuator; Microelectromechanical systems; Actuator; Voltage; Thermal; Finite element method; Plane (geometry); Position (finance); Control theory (sociology); Materials science; Mechanical engineering; Structural engineering; Engineering; Physics; Computer science; Geometry; Electrical engineering; Mathematics; Optoelectronics","authors":[{"name":"Çağlar Elbüken","is_ca":true},{"name":"Nezih Topaloğlu","is_ca":true},{"name":"Patricia Nieva","is_ca":true},{"name":"Mustafa Yavuz","is_ca":true},{"name":"Jan P. Huissoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006133299194349706,"gpt":0.205322526427221,"spread":0.1991892272328713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632133,0.0004050582,0.0005046781,0.0002556693,0.0004477373,0.0006101865,0.0009215996,0.0008486094,0.002480276],"category_scores_gemma":[0.0002363304,0.0003860568,0.0004257768,0.0002038349,0.0004233241,0.0004791341,0.0005240366,0.0002989883,0.0004976566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158673,"about_ca_system_score_gemma":0.0007526847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982795,"about_ca_topic_score_gemma":0.004031247,"domain_scores_codex":[0.9998792,0.00001914124,0.000003526606,0.00002052811,0.00005720691,0.00002029073],"domain_scores_gemma":[0.9999268,0.00002020696,0.00001651208,0.00001052838,0.00001824095,0.000007702837],"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":[0.00007059849,0.00002460676,0.0004919571,0.00006363855,0.00002749707,0.0002227453,0.0000797024,0.9541461,0.02839374,0.007390051,0.0003590128,0.008730384],"study_design_scores_gemma":[0.000004306529,0.00002163348,0.0001972502,0.000002509256,0.00000553023,0.00002925403,0.00001027053,0.9969176,0.001842049,0.0002639726,0.0007001762,0.000005406735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1909946,0.0009031145,0.7534929,0.0004124339,0.0001361647,0.0001043578,0.00021411,0.001059384,0.05268294],"genre_scores_gemma":[0.9694322,0.0003187758,0.01644496,0.00004644125,0.00001701402,0.00009567361,0.00004265307,0.00004638247,0.01355608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004982795,"threshold_uncertainty_score":0.009907603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124191373","doi":"10.1007/s00542-007-0500-4","title":"Towards a stable low-voltage torsional microscanner","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonlinear system; Scanner; Voltage; Excitation; Natural frequency; Materials science; Optics; Wavelength; Softening; Resonance (particle physics); Response time; Control theory (sociology); Acoustics; Physics; Computer science; Vibration; Atomic physics","authors":[{"name":"Mohammed F. Daqaq","is_ca":false},{"name":"Eihab Abdel‐Rahman","is_ca":true},{"name":"Ali H. Nayfeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008618615418317661,"gpt":0.1943189685427748,"spread":0.1857003531244571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007364475,0.0005247724,0.0005161535,0.0005259452,0.0009664904,0.00125611,0.002936752,0.001092506,0.008805768],"category_scores_gemma":[0.001028077,0.0004903596,0.0001848832,0.00040074,0.0009295727,0.002592321,0.001625857,0.001360686,0.002687357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009791212,"about_ca_system_score_gemma":0.001081346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007844338,"about_ca_topic_score_gemma":0.002047963,"domain_scores_codex":[0.9989548,0.00005264151,0.00002979585,0.0001788416,0.0006945887,0.00008929235],"domain_scores_gemma":[0.9994572,0.00006536645,0.00004327325,0.0001024781,0.0002762041,0.0000555086],"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":[0.0002739913,0.000108158,0.0005232973,0.0001605136,0.00001971342,0.00009650389,0.0001115415,0.005996436,0.8511454,0.0444174,0.003263134,0.09388397],"study_design_scores_gemma":[0.00007356981,0.0008548776,0.001255097,0.00004474516,0.00002830392,0.0003766679,0.0001321326,0.1162052,0.811237,0.01208337,0.05760531,0.0001037608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1749538,0.001704358,0.7823622,0.00201336,0.001218332,0.0003143504,0.0002883585,0.003469,0.03367621],"genre_scores_gemma":[0.6853848,0.0006298825,0.2835191,0.0004069242,0.0002263389,0.0001909975,0.0002726796,0.0004526356,0.02891667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008805768,"threshold_uncertainty_score":0.02945828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013898680","doi":"10.1007/s00542-020-04820-x","title":"Improving performance of ZnO flexible dye sensitized solar cell by incorporation of graphene oxide","year":2020,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Dye-sensitized solar cell; Graphene; Materials science; Chemical engineering; Anode; Solar cell; Electrophoretic deposition; Oxide; Energy conversion efficiency; Electrolysis; X-ray photoelectron spectroscopy; Electrode; Adsorption; Nanotechnology; Optoelectronics; Chemistry; Metallurgy","authors":[{"name":"X. Atanacio-Sánchez","is_ca":true},{"name":"W. J. Pech-Rodríguez","is_ca":true},{"name":"Eddie N. Armendáriz-Mireles","is_ca":true},{"name":"José Adalberto Castillo-Robles","is_ca":true},{"name":"P. C. Meléndez-González","is_ca":false},{"name":"Enrique Rocha‐Rangel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008442742902283003,"gpt":0.1793510805969981,"spread":0.1709083376947151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005023533,0.0002259754,0.0001712233,0.0001086714,0.0001264079,0.0002646839,0.0003038742,0.0002506373,0.0007126344],"category_scores_gemma":[0.00009854908,0.00009543658,0.0001543225,0.0001893628,0.00006384533,0.0002424537,0.0001158313,0.0002000047,0.000110287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067232,"about_ca_system_score_gemma":0.00009758513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664319,"about_ca_topic_score_gemma":0.003863109,"domain_scores_codex":[0.9999498,0.000002104199,0.000003014022,0.00001438969,0.00001816011,0.00001256576],"domain_scores_gemma":[0.9999702,0.000005507167,0.000005409334,0.000003100838,0.00001020601,0.00000556266],"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":[0.00003282601,0.000008007804,0.0001868285,0.00002283146,0.000002885078,0.00003791408,0.000006891844,0.0001531691,0.9976417,0.00003779455,0.00003828239,0.001830922],"study_design_scores_gemma":[0.000003297712,0.00005880112,0.001233604,0.000002025164,0.000009753176,0.00002906445,0.000009415655,0.002139172,0.9960374,0.00001396032,0.000460631,0.00000284995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957989,0.0007530308,0.002006392,0.00006249594,0.00004160904,0.000004873159,0.0001460083,0.00006527195,0.001121318],"genre_scores_gemma":[0.9973705,0.0003707889,0.001183107,0.00001189891,0.000003962876,0.000002089723,0.00008523934,0.000007905481,0.0009644242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001664319,"threshold_uncertainty_score":0.003309309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963796883","doi":"10.1007/s00542-008-0725-x","title":"Experimental verification of an out-of-plane repulsive-force electrostatic actuator using a macroscopic mechanism","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Actuator; Mechanism (biology); Mechanics; Voltage; Physics; Electrode; Force field (fiction); Electric field; Materials science; Control theory (sociology); Classical mechanics; Electrical engineering; Engineering; Computer science","authors":[{"name":"Siyuan He","is_ca":true},{"name":"John S. Chang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01838820128563179,"gpt":0.2540874411671138,"spread":0.235699239881482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003633945,0.000333363,0.0003028694,0.0001282894,0.0005682115,0.0003142273,0.0007468442,0.0006222077,0.002023318],"category_scores_gemma":[0.0005991032,0.0002824186,0.0001514501,0.0001115012,0.000478016,0.0003938623,0.0006924691,0.0005091295,0.0004276076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954906,"about_ca_system_score_gemma":0.0004525382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005300508,"about_ca_topic_score_gemma":0.0005500317,"domain_scores_codex":[0.999649,0.0000241796,0.00001724964,0.00005035983,0.0001995957,0.00005954768],"domain_scores_gemma":[0.9994796,0.0001325853,0.00008973188,0.0001067186,0.0001125394,0.00007876211],"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":[0.000154583,0.00006272361,0.0002556605,0.0000358597,0.000004305095,0.00007748539,0.00004576808,0.0004062758,0.9975812,0.0004041552,0.0000953784,0.0008765082],"study_design_scores_gemma":[0.00008493254,0.0006697779,0.003273806,0.000005327403,0.00001176006,0.0001312798,0.0000534789,0.008264637,0.9854906,0.00006713382,0.001933767,0.00001355577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882246,0.00008111534,0.008567329,0.000152111,0.00006460201,0.00005020765,0.0001366497,0.0001588399,0.002564581],"genre_scores_gemma":[0.993109,0.00005054312,0.005207311,0.00002335476,0.000009560015,0.00002881335,0.00004720131,0.00001562364,0.001508506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002023318,"threshold_uncertainty_score":0.006768644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2295730135","doi":"10.1007/s00542-014-2214-8","title":"Hybrid variable damping control: design, simulation, and optimization","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Damper; Control theory (sociology); Damping torque; Displacement (psychology); Variable (mathematics); Excitation; Component (thermodynamics); Engineering; Shock absorber; Power (physics); Electromagnetics; Computer science; Control engineering; Structural engineering; Electronic engineering; Control (management); Physics; Electrical engineering; Mathematics","authors":[{"name":"Roberto Ribeiro","is_ca":true},{"name":"Ehsan Asadi","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"Amir Khajepour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00808333529880043,"gpt":0.1887899052048638,"spread":0.1807065699060634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006806338,0.0004598938,0.0005444444,0.0003579301,0.0002707428,0.0008299565,0.0007129877,0.0006740071,0.002405855],"category_scores_gemma":[0.001101997,0.0003223929,0.0003195727,0.0002914076,0.0004784872,0.0005472359,0.0004487692,0.0006172506,0.000177025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150243,"about_ca_system_score_gemma":0.0005990064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003446428,"about_ca_topic_score_gemma":0.00352013,"domain_scores_codex":[0.9998392,0.00005230761,0.000005412119,0.00002349057,0.00006226796,0.0000174499],"domain_scores_gemma":[0.9994899,0.0003545625,0.00004876134,0.00002406648,0.00006758378,0.00001519685],"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":[0.0000687519,0.000040939,0.0002184527,0.00006364117,0.00001669792,0.00001309823,0.00002481339,0.9745894,0.001752464,0.003548829,0.0002525808,0.01941034],"study_design_scores_gemma":[0.000009594922,0.00001908498,0.00003634721,0.00000178457,0.000002697089,0.000001996829,0.000002122174,0.9992021,0.0002463454,0.0003162507,0.0001604615,0.000001326896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04623424,0.0004463844,0.946435,0.0001705909,0.00004912428,0.00006850634,0.00004028133,0.0004064853,0.006149346],"genre_scores_gemma":[0.9209865,0.0002115405,0.07601508,0.00003327382,0.00001835509,0.0001984118,0.00004439944,0.00004922906,0.002443317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003446428,"threshold_uncertainty_score":0.008048356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970298312","doi":"10.1007/s00542-007-0493-z","title":"Modeling of large area hot embossing","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Bundesministerium für Bildung und Forschung","keywords":"Embossing; Molding (decorative); Replication (statistics); Mold; Process (computing); Materials science; Mechanical engineering; Computer science; Engineering drawing; Composite material; Engineering","authors":[{"name":"Matthias Worgull","is_ca":false},{"name":"Kalonji K. Kabanemi","is_ca":true},{"name":"Jean‐Philippe Marcotte","is_ca":true},{"name":"J.‐F. Hétu","is_ca":true},{"name":"M. Heckele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01848656445263814,"gpt":0.2216608311466099,"spread":0.2031742666939717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003477313,0.0006677423,0.0008753417,0.0004155314,0.000648192,0.001133807,0.001487726,0.002519112,0.006968827],"category_scores_gemma":[0.001486976,0.0007674437,0.0007040244,0.0004531365,0.0009321971,0.001143778,0.0005330896,0.0005222519,0.0008063359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255334,"about_ca_system_score_gemma":0.001115786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192172,"about_ca_topic_score_gemma":0.006394302,"domain_scores_codex":[0.9997731,0.00004257317,0.000006593293,0.00004703446,0.00007888689,0.00005191866],"domain_scores_gemma":[0.9994134,0.0003262627,0.00006788815,0.00006774865,0.00008572877,0.00003890922],"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":[0.00001298436,0.00001358038,0.00009981231,0.00001670312,0.000005541054,0.0000434537,0.00001255143,0.9953675,0.001538285,0.00195641,0.0001151668,0.0008179474],"study_design_scores_gemma":[0.000004025182,0.000006928575,0.000083018,0.000001273468,0.000002202284,0.000008368447,0.000003515128,0.9990476,0.0003793041,0.0002501911,0.0002110885,0.000002516172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4236466,0.001546398,0.4528965,0.000983452,0.0002682775,0.0002581764,0.0009976663,0.002146052,0.1172567],"genre_scores_gemma":[0.9650018,0.0003958729,0.0134727,0.00006432417,0.00003050796,0.0001179549,0.0001971417,0.0002345787,0.0204851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01192172,"threshold_uncertainty_score":0.02370471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559273088","doi":"10.1007/s00542-016-3225-4","title":"Fabrication and characterization of a high frequency and high coupling coefficient CMUT array","year":2016,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Windsor","funders":"","keywords":"Capacitive micromachined ultrasonic transducers; Fabrication; Coupling coefficient of resonators; Materials science; Characterization (materials science); Coupling (piping); Electromechanical coupling coefficient; Optoelectronics; Nanotechnology; Composite material","authors":[{"name":"Rayyan Manwar","is_ca":true},{"name":"Todd W. Simpson","is_ca":true},{"name":"Aref Bakhtazad","is_ca":true},{"name":"Sazzadur Chowdhury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006950191079836978,"gpt":0.1911433882507043,"spread":0.1841931971708674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005864028,0.0003908261,0.0004312141,0.0004962511,0.0004841988,0.0009062492,0.000826045,0.0008693745,0.001553986],"category_scores_gemma":[0.001155398,0.0003711904,0.0001675529,0.0007178584,0.0003549845,0.0007776064,0.0005009226,0.0003626423,0.0005318837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006359905,"about_ca_system_score_gemma":0.0004892442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007951846,"about_ca_topic_score_gemma":0.001295159,"domain_scores_codex":[0.9993148,0.00008480798,0.00002463519,0.0001584142,0.0003317119,0.00008553771],"domain_scores_gemma":[0.9992172,0.000171231,0.0001834477,0.0001301866,0.000232105,0.00006584158],"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":[0.0001143283,0.00003095852,0.0008799194,0.00008679086,0.00001355982,0.0001410621,0.0001494897,0.001477574,0.9872189,0.0009141951,0.0004719716,0.008501256],"study_design_scores_gemma":[0.00001369289,0.0002775994,0.003158079,0.000007303475,0.00001406638,0.0002414159,0.00007499156,0.00896481,0.9812211,0.00008424663,0.005927742,0.00001508773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594292,0.0009351359,0.1268671,0.0006973539,0.0002262133,0.0001946309,0.0005466681,0.001088322,0.01001532],"genre_scores_gemma":[0.9323754,0.0002582692,0.05951731,0.0001723705,0.00003915738,0.00009631084,0.0002048212,0.00009626327,0.007240042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001553986,"threshold_uncertainty_score":0.005198598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040681703","doi":"10.1007/s00542-013-1828-6","title":"Navigation of a robotic capsule endoscope with a novel ultrasound tracking system","year":2013,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Deutsche Forschungsgemeinschaft; Johns Hopkins University","keywords":"Capsule; Computer science; Computer vision; Artificial intelligence; Robot; Endoscope; Medicine; Surgery","authors":[{"name":"Jan D. J. Gumprecht","is_ca":false},{"name":"Tim C. Lueth","is_ca":false},{"name":"Mir Behrad Khamesee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01473977243141432,"gpt":0.2284387553475962,"spread":0.2136989829161819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006962662,0.0005728476,0.0005781344,0.0005531549,0.0004336135,0.0007011266,0.0009488672,0.001379052,0.001272668],"category_scores_gemma":[0.0008996825,0.0005593931,0.0004940863,0.0004083677,0.0003683114,0.001261434,0.001030023,0.000409311,0.0004965618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999082,"about_ca_system_score_gemma":0.001210448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041641,"about_ca_topic_score_gemma":0.001253918,"domain_scores_codex":[0.999527,0.00007484596,0.00003678,0.0001254702,0.0001949486,0.000040946],"domain_scores_gemma":[0.999416,0.0001661437,0.0001038152,0.00008386033,0.000152943,0.00007724905],"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":[0.0008784197,0.0001710983,0.006672603,0.0004300539,0.0001601735,0.002079064,0.0005381981,0.008550327,0.7511871,0.004781739,0.00395024,0.220601],"study_design_scores_gemma":[0.0005462391,0.005699473,0.03166397,0.0001877796,0.0009365467,0.02925817,0.0002614877,0.3946441,0.467886,0.001454836,0.06676185,0.0006995612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1315862,0.002195959,0.8571104,0.0007225015,0.0005561163,0.0001651695,0.0001052692,0.001609747,0.005948716],"genre_scores_gemma":[0.4750376,0.0007818639,0.5162311,0.0005019739,0.0001965584,0.0001811121,0.0001240813,0.00009020279,0.006855555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001379052,"threshold_uncertainty_score":0.00425756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030719408","doi":"10.1007/s00542-012-1436-x","title":"Modeling the performance of a micromachined piezoelectric energy harvester","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Piezoelectricity; Cantilever; Vibration; Proof mass; Acceleration; Aluminium nitride; Piezoelectric accelerometer; Acoustics; Materials science; Energy harvesting; Microelectromechanical systems; Energy (signal processing); Electric potential energy; Structural engineering; Mechanical engineering; Piezoelectric sensor; Aluminium; Engineering; Composite material; Optoelectronics; Physics","authors":[{"name":"Ali B. Alamin Dow","is_ca":true},{"name":"Michael Schneider","is_ca":false},{"name":"David Koo","is_ca":true},{"name":"Hasan Al-Rubaye","is_ca":true},{"name":"Achim Bittner","is_ca":false},{"name":"U. Schmid","is_ca":false},{"name":"Nazir P. Kherani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079581379948287,"gpt":0.1935923919173967,"spread":0.1827965781179138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636027,0.0003448816,0.0003798094,0.0001299406,0.0003271851,0.0005648088,0.0008172527,0.001183463,0.002749989],"category_scores_gemma":[0.0005144898,0.0003144272,0.0003066548,0.0002514753,0.0004398694,0.000788563,0.0002849099,0.0003749092,0.0003601021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006664727,"about_ca_system_score_gemma":0.0008715766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007298358,"about_ca_topic_score_gemma":0.005085778,"domain_scores_codex":[0.9999188,0.00001000496,0.000002420709,0.00001911662,0.00003121463,0.00001842758],"domain_scores_gemma":[0.9998745,0.00006542145,0.00001819223,0.000012179,0.00002044494,0.000009201646],"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":[0.00002427377,0.00001763923,0.0002724598,0.00002336731,0.000009039893,0.00005117766,0.0000159247,0.9894283,0.007338771,0.001318052,0.000101434,0.001399603],"study_design_scores_gemma":[0.000005442184,0.00001635889,0.0001528255,0.000001717501,0.000003850694,0.000008208148,0.00000543737,0.9980423,0.001319579,0.0002878961,0.0001535206,0.000002826027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7232966,0.0008679964,0.2114127,0.0009238583,0.000129905,0.0001133788,0.0003856132,0.0005214637,0.06234843],"genre_scores_gemma":[0.9876778,0.0001946225,0.005317854,0.00004144727,0.000009241454,0.00003598118,0.00004330046,0.00002322216,0.006656589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007298358,"threshold_uncertainty_score":0.01451176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035223765","doi":"10.1007/s00542-009-0931-1","title":"Fabrication of metallic micromolds by laser and electro-discharge micromachining","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Western University","funders":"","keywords":"Materials science; Fabrication; Surface micromachining; Brass; Embossing; Molding (decorative); Die (integrated circuit); Surface roughness; Surface finish; Stamping; Mold; Substrate (aquarium); Machining; Bulk micromachining; Optoelectronics; Composite material; Nanotechnology; Metallurgy","authors":[{"name":"Pun-Pang Shiu","is_ca":true},{"name":"George K. Knopf","is_ca":true},{"name":"Mile Ostojic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003943768865266132,"gpt":0.1997611644367308,"spread":0.1958173955714646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845502,0.0002292941,0.0003163009,0.0002316895,0.000324598,0.0003621581,0.0004474035,0.0004725987,0.001063819],"category_scores_gemma":[0.0004498614,0.0003623705,0.000273306,0.0001224073,0.0003365938,0.0003828388,0.0005114312,0.0005039779,0.0009424296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810557,"about_ca_system_score_gemma":0.0004590181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000406918,"about_ca_topic_score_gemma":0.001273178,"domain_scores_codex":[0.9998214,0.000007502607,0.0000215265,0.00004162484,0.0000726728,0.00003530203],"domain_scores_gemma":[0.9997968,0.00005338924,0.00002981335,0.00004780243,0.00003738184,0.00003485394],"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":[0.00001332202,0.000005720771,0.0000715444,0.00003377295,0.000002008881,0.00007800802,0.00003709375,0.00007842133,0.9964154,0.0006396124,0.0000660837,0.002559073],"study_design_scores_gemma":[0.00000560657,0.00004429606,0.0005209176,0.000004639091,0.000004197065,0.0002245056,0.00001484921,0.0005830656,0.995364,0.0001481287,0.003081294,0.000004664658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.83231,0.003343991,0.1480344,0.0004044164,0.0005914359,0.000305631,0.0008925996,0.00192753,0.01219007],"genre_scores_gemma":[0.8100984,0.001235173,0.1775111,0.0001603436,0.00004072727,0.0001292921,0.0004817721,0.0002302121,0.01011294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001063819,"threshold_uncertainty_score":0.003558874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020481760","doi":"10.1007/s00542-014-2280-y","title":"Structural optimization of Z-axis tuning-fork MEMS gyroscopes for enhancing reliability and resolution","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Gyroscope; Tuning fork; Microelectromechanical systems; Reliability (semiconductor); Resolution (logic); Vibrating structure gyroscope; Computer science; Materials science; Nanotechnology; Physics; Engineering; Aerospace engineering; Artificial intelligence; Acoustics","authors":[{"name":"Lihong Zhang","is_ca":true},{"name":"Vlastimil Masek","is_ca":true},{"name":"Nikoo Naeemi Sanatdoost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007047148738404662,"gpt":0.2138194522242275,"spread":0.2067723034858228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002887719,0.0004163345,0.0002281897,0.0002282158,0.0003440011,0.000351243,0.0004514528,0.0003754534,0.0008937853],"category_scores_gemma":[0.0007364001,0.0002162694,0.000158275,0.0001585822,0.0002451749,0.0003809916,0.0002416239,0.0001834266,0.0002657018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004314984,"about_ca_system_score_gemma":0.0005453112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008069421,"about_ca_topic_score_gemma":0.003008832,"domain_scores_codex":[0.9997858,0.00003037674,0.00001096618,0.00004641443,0.00009638787,0.00002994421],"domain_scores_gemma":[0.9995599,0.00008486342,0.0001605599,0.00004170005,0.0001349729,0.00001792426],"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":[0.0002616354,0.00006174881,0.002613635,0.0001337576,0.00002162958,0.00004716869,0.00006896939,0.0269779,0.9468284,0.001893221,0.00034241,0.02074941],"study_design_scores_gemma":[0.00007276804,0.001112131,0.01123461,0.00001862465,0.00005795253,0.0001592008,0.0001261116,0.2715055,0.7108333,0.0005469295,0.004304768,0.00002805452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895714,0.0006135285,0.1022235,0.0002831588,0.00007223174,0.00007211597,0.0001398646,0.0004647832,0.0065594],"genre_scores_gemma":[0.9791849,0.00008149855,0.02008797,0.00001485837,0.00000883192,0.00001814972,0.0000402577,0.00002138052,0.000542147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008937853,"threshold_uncertainty_score":0.003130734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053944415","doi":"10.1007/s00542-004-0472-6","title":"Silicon MEMS components: a fatigue life assessment approach","year":2005,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Durability; Silicon; Materials science; Microelectromechanical systems; Fatigue testing; Structural engineering; Fatigue limit; Fracture (geology); Reliability engineering; Composite material; Engineering; Nanotechnology; Metallurgy","authors":[{"name":"A. Varvani‐Farahani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02399133828302785,"gpt":0.2493928475537738,"spread":0.225401509270746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000849395,0.001251345,0.0006736019,0.002469276,0.000456641,0.0005438075,0.001096656,0.001192892,0.002482633],"category_scores_gemma":[0.001198893,0.0003399667,0.0007481524,0.0006449214,0.0003530974,0.001240736,0.0004638134,0.0004353815,0.0005953489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007228591,"about_ca_system_score_gemma":0.0004208183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609911,"about_ca_topic_score_gemma":0.002711984,"domain_scores_codex":[0.9995315,0.00007171745,0.00002363536,0.00004656922,0.0002922601,0.00003430991],"domain_scores_gemma":[0.9993804,0.0001574124,0.00008629462,0.00003805771,0.0003210255,0.00001678268],"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":[0.0003613887,0.0003124217,0.008960514,0.0007108559,0.0003113232,0.0002862001,0.0003750314,0.3903103,0.2130831,0.009156697,0.002764443,0.3733677],"study_design_scores_gemma":[0.00001564197,0.0007231121,0.004496455,0.00004795493,0.0001271815,0.0001893658,0.0001227532,0.9557338,0.03283975,0.002560305,0.0031138,0.00002998803],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1649208,0.002204124,0.814367,0.0002432523,0.00005667776,0.0003168234,0.0003180255,0.0007690017,0.01680421],"genre_scores_gemma":[0.8914884,0.001127115,0.09651001,0.0001130235,0.00005554984,0.0003685624,0.0003135671,0.0001023044,0.009921492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002482633,"threshold_uncertainty_score":0.008305192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989704784","doi":"10.1007/s00542-010-1210-x","title":"Design and implementation of LQG\\LTR controller for a magnetic telemanipulation system-performance evaluation and energy saving","year":2011,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Linear-quadratic-Gaussian control; Control theory (sociology); PID controller; Motion control; Controller (irrigation); Magnetic field; Magnetic levitation; Electromagnet; Engineering; Computer science; Control engineering; Optimal control; Physics; Magnet; Robot; Mechanical engineering; Mathematics; Control (management)","authors":[{"name":"Moein Mehrtash","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02582838424961995,"gpt":0.2497418396519083,"spread":0.2239134554022883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006165818,0.0004710588,0.0005308494,0.0003549764,0.0006385451,0.0008434814,0.00103972,0.0007261722,0.003829221],"category_scores_gemma":[0.000620075,0.0002165527,0.0002802919,0.0001596905,0.0002904914,0.0003909139,0.0002958282,0.0004316688,0.0007991334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005203238,"about_ca_system_score_gemma":0.0008431647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003778062,"about_ca_topic_score_gemma":0.002958982,"domain_scores_codex":[0.9994755,0.0001116528,0.00004433035,0.000104599,0.0001977056,0.00006621595],"domain_scores_gemma":[0.9995056,0.00008802017,0.0000590687,0.00004892318,0.000275128,0.00002315123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00164522,0.0005596428,0.003749836,0.0008954738,0.0002680334,0.000573353,0.0006366641,0.1435356,0.3371827,0.009476679,0.006577645,0.4948992],"study_design_scores_gemma":[0.0005129328,0.001899629,0.003375951,0.00005798081,0.0001432693,0.0003766292,0.00009363481,0.8296868,0.1484476,0.0008911843,0.01444948,0.00006483345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05324698,0.0003347482,0.9345213,0.0003287009,0.0001984031,0.0003192466,0.00006588924,0.003599816,0.007385046],"genre_scores_gemma":[0.8934641,0.00008201435,0.1014781,0.0001964979,0.00005008266,0.0002656764,0.00007028674,0.00006692144,0.004326311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003829221,"threshold_uncertainty_score":0.01280999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058336863","doi":"10.1007/s00542-009-0853-y","title":"Feasibility study on echo control of a prosthetic knee: sensors and wireless communication","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Torque; Computer science; Control theory (sociology); Modality (human–computer interaction); Range (aeronautics); Cadence; Measure (data warehouse); Simulation; Artificial intelligence; Control (management); Engineering; Electronic engineering; Data mining; Physics","authors":[{"name":"Roozbeh Borjian","is_ca":true},{"name":"Mir Behrad Khamesee","is_ca":true},{"name":"William Melek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01096584886134276,"gpt":0.2277698656014146,"spread":0.2168040167400718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555812,0.0003734459,0.0002550324,0.0002914556,0.0003453884,0.0002933681,0.0005109478,0.0008708004,0.002986876],"category_scores_gemma":[0.002446775,0.0001622643,0.0002394185,0.0001077201,0.0005228848,0.001111445,0.0003590689,0.0003295659,0.0003241307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046381,"about_ca_system_score_gemma":0.0004607365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000438073,"about_ca_topic_score_gemma":0.0004024607,"domain_scores_codex":[0.9993723,0.0003004532,0.00004901855,0.00007733958,0.0001314839,0.00006945593],"domain_scores_gemma":[0.9982339,0.001116436,0.00006713819,0.00009585008,0.0003240112,0.0001625991],"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":[0.01238219,0.002176462,0.01593908,0.000530629,0.00007355291,0.004533603,0.00110355,0.001872751,0.916903,0.00173739,0.0005921703,0.04215563],"study_design_scores_gemma":[0.002342464,0.1761149,0.08823785,0.0001268073,0.0004339702,0.01616446,0.003595762,0.03128749,0.6679618,0.001783113,0.01180723,0.0001441497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946848,0.0002547805,0.0501164,0.0002434736,0.0000793259,0.0002663078,0.00005973529,0.00005862768,0.002073206],"genre_scores_gemma":[0.991507,0.00009901083,0.006637765,0.00009020164,0.00004886503,0.00009373263,0.00004793672,0.000009966369,0.001465694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002986876,"threshold_uncertainty_score":0.009992123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036803417","doi":"10.1007/s00542-020-04909-3","title":"Development of stick–slip nanopositioning stage capable of moving in vertical direction","year":2020,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Slip (aerodynamics); Stage (stratigraphy); Horizontal and vertical; Geology; Geodesy; Materials science; Computer science; Acoustics; Physics; Engineering; Aerospace engineering","authors":[{"name":"Peng Pan","is_ca":true},{"name":"Junhui Zhu","is_ca":false},{"name":"Sen Gu","is_ca":false},{"name":"Changhai Ru","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01361462736579786,"gpt":0.2510943334947027,"spread":0.2374797061289049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001975341,0.0003013208,0.0002327015,0.0001872033,0.00026963,0.0002222993,0.000541852,0.0005455636,0.001077562],"category_scores_gemma":[0.0002219837,0.000307822,0.0002372368,0.00014898,0.0001355146,0.0003685605,0.000294407,0.0005376714,0.0005268335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132917,"about_ca_system_score_gemma":0.0005615556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007231658,"about_ca_topic_score_gemma":0.00151605,"domain_scores_codex":[0.9998258,0.000006711368,0.00001398791,0.00004102939,0.00009179773,0.00002074776],"domain_scores_gemma":[0.9998691,0.00001831237,0.00002514662,0.00001788494,0.00004570322,0.00002393167],"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":[0.00001065512,0.00001124765,0.0001523517,0.00004940412,0.000002951581,0.00004269666,0.00001336967,0.0001150985,0.9951046,0.0002947126,0.0001053312,0.004097558],"study_design_scores_gemma":[0.000005532527,0.00008100395,0.000936264,0.000004356418,0.000006413652,0.000171667,0.000008377657,0.003655083,0.9912506,0.00004666706,0.003825914,0.000008070757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7148154,0.001624645,0.273815,0.0004018756,0.0003378619,0.0004134887,0.0007195589,0.001041993,0.006830129],"genre_scores_gemma":[0.5464544,0.001142791,0.4407562,0.0001193329,0.00003102842,0.0002643119,0.001038635,0.00007121754,0.01012204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001077562,"threshold_uncertainty_score":0.003604829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081144973","doi":"10.1007/s00542-012-1721-8","title":"Challenges in fabrication and testing of piezoelectric MEMS with a particular focus on energy harvesters","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Fabrication; Microfabrication; Piezoelectricity; Process (computing); Focus (optics); Energy harvesting; Computer science; Energy (signal processing); Systems engineering; Mechanical engineering; Engineering; Electrical engineering; Nanotechnology; Materials science","authors":[{"name":"Mehdi Rezaei","is_ca":true},{"name":"Jonathan Lueke","is_ca":true},{"name":"Don Raboud","is_ca":true},{"name":"Walied A. Moussa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03349743805532646,"gpt":0.2135305129756221,"spread":0.1800330749202956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008299872,0.0004745832,0.001296577,0.0005466031,0.001041343,0.002784778,0.002260763,0.002816809,0.001357781],"category_scores_gemma":[0.007802802,0.000736761,0.0005484079,0.0005809892,0.001683814,0.004041429,0.001664187,0.001730669,0.001021396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608047,"about_ca_system_score_gemma":0.001140081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005014134,"about_ca_topic_score_gemma":0.0009730944,"domain_scores_codex":[0.9946818,0.0007807118,0.0003311298,0.0005799503,0.003302633,0.0003236663],"domain_scores_gemma":[0.9939236,0.003219991,0.000468029,0.0006456127,0.001541878,0.0002009332],"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":[0.0001519775,0.0002896786,0.00391708,0.00180731,0.00007577812,0.0005525138,0.0007761671,0.01222338,0.8464828,0.01678983,0.003394787,0.1135387],"study_design_scores_gemma":[0.00009242065,0.001850456,0.008043446,0.0005720609,0.0001071454,0.003660067,0.003224306,0.06030153,0.8015692,0.03521007,0.08513547,0.0002339357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5136654,0.05730102,0.3789984,0.02701957,0.002140349,0.0005727804,0.0004801051,0.0007493313,0.01907313],"genre_scores_gemma":[0.6900879,0.0266497,0.2705949,0.002339103,0.001287977,0.0006528285,0.0003910746,0.0002349663,0.007761515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008299872,"threshold_uncertainty_score":0.04389447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015381929","doi":"10.1007/s00542-014-2240-6","title":"An orthogonal analysis method for decoupling the nozzle geometrical parameters of microthrusters","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministère de l'Énergie et des Ressources Naturelles","keywords":"Nozzle; Geometry; Conical surface; Thrust; Curvature; RADIUS; Physics; Range (aeronautics); Mathematics; Mechanics; Optics; Materials science; Computer science; Thermodynamics; Composite material","authors":[{"name":"Qiang Shen","is_ca":false},{"name":"Weizheng Yuan","is_ca":false},{"name":"Xiaoping Li","is_ca":false},{"name":"Jianbing Xie","is_ca":false},{"name":"Honglong Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01075416477265834,"gpt":0.2542688372679238,"spread":0.2435146724952655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005530809,0.0008085427,0.0005022388,0.0005876222,0.0004662262,0.0006512608,0.0006287762,0.0003685705,0.003471705],"category_scores_gemma":[0.001218598,0.0003907022,0.000663766,0.0007239591,0.0004125713,0.001122253,0.0008446372,0.0009939739,0.0008012662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249584,"about_ca_system_score_gemma":0.001406721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980595,"about_ca_topic_score_gemma":0.002863844,"domain_scores_codex":[0.9996459,0.00007565349,0.00001938667,0.00005085058,0.0001727498,0.00003533547],"domain_scores_gemma":[0.9995781,0.0001281661,0.00004883932,0.0000567422,0.0001676242,0.0000205758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003016196,0.0002507353,0.00192079,0.0002696498,0.00009549168,0.0001341447,0.0002641059,0.2114529,0.1302566,0.07817248,0.003088278,0.5737932],"study_design_scores_gemma":[0.00001788423,0.00006293215,0.0005132849,0.00001060134,0.0000266473,0.00005958449,0.00003931345,0.9734045,0.01635998,0.004734568,0.004743044,0.00002771293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005164163,0.00004619085,0.9936271,0.00001569722,0.00001992301,0.00001645508,0.00002018508,0.0001679227,0.0009224154],"genre_scores_gemma":[0.1476765,0.0003339831,0.8466809,0.00005384089,0.00005073227,0.0001670926,0.0002225197,0.000340729,0.004473567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003471705,"threshold_uncertainty_score":0.01161402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991401215","doi":"10.1007/s00542-019-04705-8","title":"Design and development of a MEMS butterfly resonator using synchronizing beam and out of plane actuation","year":2019,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Resonator; Synchronizing; Microelectromechanical systems; Sensitivity (control systems); Beam (structure); Acoustics; Displacement (psychology); Gyroscope; Butterfly; Physics; Plane (geometry); Optics; Engineering; Electronic engineering; Optoelectronics; Electrical engineering; Topology (electrical circuits); Mathematics; Geometry","authors":[{"name":"Nabeel Khan","is_ca":true},{"name":"Mohammed Jalal Ahamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02156019469774731,"gpt":0.222190399582173,"spread":0.2006302048844257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002569802,0.0003732186,0.0003528708,0.0002179065,0.0002842636,0.0003915862,0.0009583115,0.0005388362,0.001152255],"category_scores_gemma":[0.0001795975,0.0002922392,0.0003612229,0.0001499447,0.0002267094,0.0003562665,0.0003127562,0.0002381175,0.0006044115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275675,"about_ca_system_score_gemma":0.0004666329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006771539,"about_ca_topic_score_gemma":0.001086278,"domain_scores_codex":[0.9998241,0.00001374082,0.000008320547,0.00005204211,0.00007720081,0.00002459717],"domain_scores_gemma":[0.9998378,0.00002846234,0.00003687455,0.00001986959,0.00005482562,0.00002220625],"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":[0.00004296773,0.00002325166,0.0003374681,0.00007932438,0.00002161031,0.0001249838,0.00005572222,0.002128332,0.9840217,0.001450131,0.0002144041,0.01150009],"study_design_scores_gemma":[0.0000880197,0.001242371,0.002223113,0.00001688879,0.00006810151,0.0008053601,0.00006454243,0.07425494,0.9016584,0.000312425,0.01921871,0.00004703494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4913921,0.001223891,0.4921415,0.0005875651,0.000256043,0.0003254093,0.0002325192,0.002132276,0.01170874],"genre_scores_gemma":[0.7185334,0.0004934822,0.2700264,0.0001059777,0.00006527499,0.000123099,0.0001398427,0.0001407794,0.0103717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001152255,"threshold_uncertainty_score":0.003854632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168348385","doi":"10.1007/s00542-014-2198-4","title":"Low-cost silicon wafer dicing using a craft cutter","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Wafer dicing; Wafer; Die preparation; Wafer backgrinding; Materials science; Wafer testing; Silicon; Slicing; Engineering drawing; Die (integrated circuit); Optoelectronics; Mechanical engineering; Engineering; Nanotechnology","authors":[{"name":"Yiqiang Fan","is_ca":false},{"name":"Arpys Arevalo","is_ca":false},{"name":"Huawei Li","is_ca":false},{"name":"Ian G. Foulds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01105877395329006,"gpt":0.2326060785388841,"spread":0.221547304585594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003358449,0.0006671863,0.0005073064,0.001303924,0.0004961636,0.0004162099,0.000919977,0.0008030908,0.006260815],"category_scores_gemma":[0.0006667048,0.0005375033,0.0005341303,0.0006918563,0.0003071047,0.0004938396,0.0004765175,0.001208375,0.002379062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204788,"about_ca_system_score_gemma":0.000534764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008810368,"about_ca_topic_score_gemma":0.003102657,"domain_scores_codex":[0.9991205,0.00002465733,0.00004847658,0.0001768931,0.0005825539,0.00004686911],"domain_scores_gemma":[0.9994031,0.0001640138,0.0001012053,0.0001556604,0.0001469184,0.0000291727],"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":[0.00003928409,0.00005780311,0.0004746929,0.0002823434,0.00001927414,0.0002109653,0.00004284998,0.0004488963,0.9382605,0.0006618802,0.002505011,0.05699662],"study_design_scores_gemma":[0.00008387598,0.0006837449,0.00817112,0.00005453138,0.00007970772,0.005262945,0.00004004044,0.01260333,0.9111446,0.0003170041,0.06147275,0.00008632583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1794922,0.00484852,0.7853274,0.0004584923,0.0004320922,0.001091497,0.0008873584,0.007307989,0.02015446],"genre_scores_gemma":[0.161461,0.001466185,0.8275995,0.0001806581,0.0001222957,0.0003226628,0.001061037,0.0003476465,0.007438913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006260815,"threshold_uncertainty_score":0.02094448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059127624","doi":"10.1007/s00542-010-1106-9","title":"A three phase serpentine micro electrode array for AC electroosmotic flow pumping","year":2010,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"CNIB","keywords":"Micropump; Multiphysics; Electrode; Flow (mathematics); Materials science; Mechanics; Electrode array; Electro-osmosis; Phase (matter); Acoustics; Physics; Chemistry; Finite element method; Thermodynamics; Nanotechnology; Chromatography","authors":[{"name":"Kongying Xie","is_ca":true},{"name":"Yongjun Lai","is_ca":true},{"name":"Xin Guo","is_ca":true},{"name":"Rob J. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006714805722013972,"gpt":0.2199658851604386,"spread":0.2132510794384246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890738,0.000373609,0.0003676379,0.0002577165,0.0002434934,0.0004888587,0.0008910801,0.0006084702,0.001017203],"category_scores_gemma":[0.0002199574,0.0002937756,0.0001723699,0.000267776,0.0001902429,0.0005701005,0.000259997,0.000468862,0.0008382653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286989,"about_ca_system_score_gemma":0.0003114422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514091,"about_ca_topic_score_gemma":0.0004449505,"domain_scores_codex":[0.9997113,0.00003666945,0.00001930193,0.00009152255,0.0001151148,0.00002607266],"domain_scores_gemma":[0.9998432,0.00003293317,0.00002999492,0.00002020402,0.00005486468,0.00001874165],"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":[0.00006650108,0.00001358226,0.00004438249,0.00004227013,0.000002911006,0.0000418629,0.00001325036,0.0001134997,0.9906385,0.0003804374,0.0002589182,0.00838377],"study_design_scores_gemma":[0.000007523176,0.0001445036,0.0001940547,0.000002961764,0.000006196629,0.0001409799,0.000004458423,0.002493183,0.9920813,0.00005127512,0.004865493,0.000008029272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4539491,0.003876047,0.5229967,0.001115361,0.0007768086,0.0003042484,0.0008052154,0.002994106,0.01318242],"genre_scores_gemma":[0.6915786,0.001362131,0.2950408,0.0003000464,0.00009946732,0.0001302716,0.0002954247,0.00009304732,0.01110015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001017203,"threshold_uncertainty_score":0.003402889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559728866","doi":"10.1007/s00542-016-3222-7","title":"Complex motion characteristics of three-layered Timoshenko microarches","year":2016,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"University of Adelaide","keywords":"Nonlinear system; Mechanics; Transverse plane; Classical mechanics; Microsystem; Physics; Numerical analysis; Equations of motion; Numerical integration; Statistical physics; Control theory (sociology); Mathematical analysis; Mathematics; Computer science; Structural engineering; Engineering; Materials science","authors":[{"name":"Mergen H. Ghayesh","is_ca":false},{"name":"Hamed Farokhi","is_ca":true},{"name":"Alireza Gholipour","is_ca":false},{"name":"Shahid Hussain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0251069387535809,"gpt":0.2286427117106309,"spread":0.20353577295705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878092,0.0003231994,0.0002601515,0.0006298751,0.0003625189,0.0006983022,0.000395906,0.0004711816,0.002875527],"category_scores_gemma":[0.0007041321,0.0001770795,0.0001548438,0.0003551927,0.00060538,0.0005656352,0.0002731171,0.0003364322,0.0002431185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719408,"about_ca_system_score_gemma":0.0002486477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006977434,"about_ca_topic_score_gemma":0.0005329255,"domain_scores_codex":[0.9999309,0.00001132963,0.00000378372,0.0000138968,0.00002200817,0.00001809228],"domain_scores_gemma":[0.9996873,0.0000925551,0.00007403793,0.00003087738,0.0000458118,0.00006949187],"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":[0.001097725,0.0002525422,0.008819243,0.0002018389,0.0001122945,0.0008277595,0.0009127655,0.1715457,0.4946756,0.3024707,0.002316497,0.01676745],"study_design_scores_gemma":[0.0000238277,0.00008911519,0.009141087,0.00001216102,0.00001441992,0.0002071751,0.0002112667,0.9486573,0.03120886,0.009336918,0.001020067,0.00007777422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787518,0.000172773,0.01529193,0.0001033068,0.00002030785,0.00001327282,0.0001333622,0.0000922887,0.005420926],"genre_scores_gemma":[0.9969031,0.00004987546,0.001487362,0.00001171585,0.000003554734,0.000009484682,0.00007970623,0.00002348699,0.001431621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002875527,"threshold_uncertainty_score":0.009619653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968076574","doi":"10.1007/s00542-012-1500-6","title":"Fabrication and measurements of dynamic response of an SOI based non-planar CMUT array","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitive micromachined ultrasonic transducers; Beamwidth; Acoustics; Materials science; Laser Doppler vibrometer; Transducer; Ultrasonic sensor; Capacitive sensing; Frequency response; Broadband; Optics; Engineering; Optoelectronics; Electrical engineering; Physics","authors":[{"name":"Tugrul Zure","is_ca":true},{"name":"Sazzadur Chowdhury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0120139001819779,"gpt":0.2184837377289764,"spread":0.2064698375469985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721199,0.0003797869,0.000356073,0.0003049698,0.0003232605,0.0004169032,0.0006976723,0.0006583692,0.001387873],"category_scores_gemma":[0.0006272413,0.0002927207,0.0001598811,0.0004400291,0.0002874473,0.0004365468,0.0003189688,0.0003226468,0.0003448838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012542,"about_ca_system_score_gemma":0.000296431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006658108,"about_ca_topic_score_gemma":0.001208155,"domain_scores_codex":[0.9995613,0.00004958219,0.00001615699,0.00009413013,0.0002169368,0.00006180392],"domain_scores_gemma":[0.999579,0.0001092802,0.00008868099,0.00006701402,0.0001232513,0.00003282596],"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":[0.0001118373,0.00002277799,0.0004614494,0.00005163471,0.00000643195,0.00005546827,0.0001015012,0.0006674611,0.9934133,0.0002935803,0.0001185839,0.004696164],"study_design_scores_gemma":[0.000008702554,0.000242877,0.003553025,0.000004909095,0.00001083379,0.0001331237,0.00007589811,0.007592642,0.986402,0.00005501988,0.001908942,0.00001213294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514887,0.0003541387,0.04266692,0.000204452,0.0001387495,0.00007148892,0.000341713,0.0004702367,0.004263607],"genre_scores_gemma":[0.975282,0.0001765465,0.02144882,0.00006497551,0.00001640887,0.0000550097,0.0001257706,0.00003135369,0.002799118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387873,"threshold_uncertainty_score":0.004642844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120062909","doi":"10.1007/s00542-020-05188-8","title":"Hot embossing of microfluidics in cyclic-olefin co-polymer using a wafer aligner-bonder","year":2021,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Microfluidics; Embossing; Wafer; Materials science; Mold; Wafer-level packaging; Fabrication; Nanotechnology; Composite material","authors":[{"name":"M. Salman Asif","is_ca":true},{"name":"R. Niall Tait","is_ca":true},{"name":"Pierre Berini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01648002834446516,"gpt":0.2558699627572302,"spread":0.2393899344127651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002844786,0.0002769933,0.0002340885,0.000243116,0.0003756534,0.000310649,0.000395444,0.0002959568,0.001308326],"category_scores_gemma":[0.0003043137,0.0002451981,0.0002700941,0.0001455767,0.0003454796,0.0003346533,0.0003399278,0.0004120861,0.0002985687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494794,"about_ca_system_score_gemma":0.0003576135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004012859,"about_ca_topic_score_gemma":0.001063807,"domain_scores_codex":[0.9997959,0.00001732905,0.00001520109,0.00006664624,0.00005876873,0.00004611869],"domain_scores_gemma":[0.9997932,0.00006470225,0.00005651595,0.00004782889,0.00001881991,0.00001887439],"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":[0.00003611462,0.00001894332,0.0001103894,0.0000344345,0.000004797649,0.00006708839,0.00004967977,0.0001939783,0.9950659,0.0004117765,0.0001137564,0.003893281],"study_design_scores_gemma":[0.000004172055,0.00005942518,0.0005571796,0.000001467371,0.000002759449,0.00003031068,0.00000570446,0.0008352376,0.9975888,0.0000219116,0.0008887591,0.000004280877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9691394,0.0008269648,0.02414122,0.0002344886,0.0001859721,0.00006607833,0.0001806034,0.0008631519,0.004362117],"genre_scores_gemma":[0.9829691,0.0002173638,0.01265081,0.0000432707,0.00003601623,0.00003740691,0.0001032006,0.00005716157,0.003885822],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001308326,"threshold_uncertainty_score":0.004376769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3052846728","doi":"10.1007/s00542-020-05001-6","title":"Design and development of a MEMS vibrating ring resonator with inner rose petal spring supports","year":2020,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Fabrication; Microelectromechanical systems; Stiffness; Surface micromachining; Resonance (particle physics); Acoustics; Finite element method; Gyroscope; Materials science; Engineering; Electronic engineering; Structural engineering; Electrical engineering; Optoelectronics; Physics","authors":[{"name":"Imran Khan","is_ca":true},{"name":"David S.‐K. Ting","is_ca":true},{"name":"Mohammed Jalal Ahamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01399577378838405,"gpt":0.1955871013508909,"spread":0.1815913275625069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398955,0.0003719697,0.0004192737,0.0002379636,0.0003578555,0.0004095386,0.001807194,0.0006728733,0.00225385],"category_scores_gemma":[0.000344302,0.000296336,0.0003814168,0.0001433885,0.0002010816,0.0004280097,0.0003651941,0.0003734507,0.001319354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916079,"about_ca_system_score_gemma":0.0005194878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423737,"about_ca_topic_score_gemma":0.0006154364,"domain_scores_codex":[0.9996576,0.00002352062,0.0000149613,0.0000803704,0.0001860811,0.00003742443],"domain_scores_gemma":[0.9997079,0.00003292733,0.00005471858,0.00005032439,0.0001008237,0.0000533735],"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":[0.00007098946,0.00004042849,0.000319896,0.00009304118,0.00001624179,0.0001525269,0.0000606159,0.001771276,0.978107,0.001707265,0.0004966211,0.01716406],"study_design_scores_gemma":[0.00006555765,0.001452512,0.002851588,0.00001734238,0.00006002773,0.001045482,0.00005270962,0.04393453,0.9136568,0.0002354127,0.03657225,0.00005585923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4274118,0.001056077,0.5495374,0.0006009758,0.0003877979,0.0004065708,0.000333359,0.002941167,0.01732486],"genre_scores_gemma":[0.6068217,0.000304954,0.3764109,0.00008341457,0.00006298901,0.0001672016,0.0001865582,0.0001572328,0.01580503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00225385,"threshold_uncertainty_score":0.007539928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963663690","doi":"10.1007/s00542-007-0510-2","title":"Microlens array fabrication by backside exposure using Fraunhofer diffraction","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Microlens; Photoresist; Materials science; Resist; Optics; Diffraction; Wafer; Fresnel diffraction; Lithography; Optoelectronics; Fabrication; Aperture (computer memory); Nanotechnology; Lens (geology); Layer (electronics)","authors":[{"name":"In‐Hyouk Song","is_ca":true},{"name":"Kyungnam Kang","is_ca":false},{"name":"Yoonyoung Jin","is_ca":false},{"name":"Daniel S. Park","is_ca":false},{"name":"Pratul K. Ajmera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01242096585084646,"gpt":0.2236079190923068,"spread":0.2111869532414604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005719959,0.00094641,0.001021389,0.0007769716,0.001156921,0.001161883,0.0006844851,0.000972592,0.004898656],"category_scores_gemma":[0.0006793105,0.001147876,0.0003329368,0.0005720603,0.0007469556,0.000925761,0.0008057089,0.001468458,0.001746245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128136,"about_ca_system_score_gemma":0.0009196526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407842,"about_ca_topic_score_gemma":0.004471387,"domain_scores_codex":[0.9991302,0.00005639849,0.00004872213,0.0002234389,0.0003995222,0.0001417869],"domain_scores_gemma":[0.9994716,0.0001776267,0.00008092909,0.0001566261,0.0000839258,0.0000293384],"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":[0.00006174156,0.00004187495,0.0001747517,0.0001404207,0.0000106134,0.00008420211,0.0001605546,0.0003260498,0.9810411,0.002389173,0.001274745,0.01429467],"study_design_scores_gemma":[0.00001315374,0.00004323015,0.0006701293,0.000008238369,0.000004596227,0.0001286409,0.00002116738,0.001472649,0.9888765,0.0001698181,0.008574359,0.0000174585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5860351,0.007086504,0.333447,0.001262983,0.001270131,0.0005985297,0.001964147,0.006719117,0.06161645],"genre_scores_gemma":[0.6194634,0.002414705,0.3467535,0.0002526534,0.000108188,0.0003141009,0.0008743447,0.0006305418,0.02918852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004898656,"threshold_uncertainty_score":0.0163877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921058421","doi":"10.1007/s00542-019-04377-4","title":"An evaluation of optical profilometry techniques for CMUT characterization","year":2019,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Profilometer; Characterization (materials science); Fabrication; Materials science; Optics; Interferometry; White light interferometry; Context (archaeology); Surface roughness; Surface finish; Computer science; Nanotechnology; Physics; Composite material","authors":[{"name":"Aref Bakhtazad","is_ca":true},{"name":"Sazzadur Chowdhury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0265284983952183,"gpt":0.2707369670383112,"spread":0.2442084686430929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004591451,0.0007982075,0.000430908,0.001500818,0.0005928964,0.0008319974,0.0009674877,0.0008706992,0.001211864],"category_scores_gemma":[0.00647405,0.000276542,0.0004146063,0.001209365,0.0004747158,0.001167759,0.0005782433,0.00038646,0.0002808765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006545475,"about_ca_system_score_gemma":0.0007074451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009274619,"about_ca_topic_score_gemma":0.002574006,"domain_scores_codex":[0.996007,0.001053547,0.0001403782,0.0003079002,0.002374014,0.0001170827],"domain_scores_gemma":[0.9916474,0.003657817,0.0005991901,0.0006995038,0.003264474,0.0001315755],"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":[0.001391211,0.000350082,0.00714281,0.0006710747,0.0000601923,0.00008859719,0.0002752683,0.002158071,0.8133642,0.0005784173,0.0003678731,0.1735523],"study_design_scores_gemma":[0.00005906773,0.005575507,0.0259496,0.00009251964,0.0002073082,0.0009165697,0.0003384809,0.03238054,0.9272317,0.0002291275,0.006950538,0.00006896003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.81841,0.009286454,0.1641836,0.000248463,0.0001467849,0.0005236252,0.000423214,0.000671702,0.006106082],"genre_scores_gemma":[0.8489776,0.002703381,0.145114,0.00009534193,0.0000576995,0.000151058,0.0002034747,0.0000945702,0.002602849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004591451,"threshold_uncertainty_score":0.02428222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790164784","doi":"10.1007/s00542-018-3849-7","title":"Stability and nonlinear dynamical analysis of functionally graded microplates","year":2018,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"University of Adelaide","keywords":"Nonlinear system; Microsystem; Numerical continuation; Mathematical analysis; Physics; Mathematics; Materials science; Bifurcation; Nanotechnology","authors":[{"name":"Hamed Farokhi","is_ca":true},{"name":"Mergen H. Ghayesh","is_ca":false},{"name":"Alireza Gholipour","is_ca":false},{"name":"Mohammad Tavallaeinejad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01013975759742311,"gpt":0.2257139406274991,"spread":0.2155741830300759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002544022,0.0003485087,0.0002372221,0.0004901672,0.0004097393,0.0008544999,0.000574454,0.0004779848,0.00126885],"category_scores_gemma":[0.0007121881,0.0001803278,0.0002450954,0.0001423846,0.000932751,0.0005936493,0.0007169327,0.0003201511,0.0002385724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007954203,"about_ca_system_score_gemma":0.0003481029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715882,"about_ca_topic_score_gemma":0.0009386578,"domain_scores_codex":[0.9999058,0.00002066604,0.000003524699,0.00002762826,0.00002582347,0.00001640422],"domain_scores_gemma":[0.9997388,0.00007515475,0.0000680403,0.00002601644,0.00005548697,0.00003651307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001863342,0.0001304977,0.003149577,0.00006940047,0.00005218328,0.0002116824,0.0003461919,0.3202666,0.1998641,0.4650858,0.0008547292,0.009782837],"study_design_scores_gemma":[0.00001171832,0.00004006107,0.0008442391,0.000003767499,0.000004720899,0.00002931828,0.0000597916,0.9632091,0.006777396,0.02865867,0.000341261,0.00001999085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543977,0.0002696602,0.1359001,0.0004039876,0.00004604103,0.00003265579,0.00009165316,0.0001110705,0.008747149],"genre_scores_gemma":[0.993449,0.00004678965,0.003248512,0.0000212221,0.000008298902,0.00001939798,0.00002755532,0.00001247888,0.003166757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001715882,"threshold_uncertainty_score":0.00577122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061338493","doi":"10.1007/s00542-010-1071-3","title":"Synchrotron laboratory for micro and nano devices: facility concept and design","year":2010,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Sandia National Laboratories","keywords":"Beamline; Synchrotron radiation; Optics; Chopper; Wafer; Lithography; Optoelectronics; Materials science; Synchrotron; Beam (structure); Synchrotron light source; Physics; Storage ring; Voltage","authors":[{"name":"Sven Achenbach","is_ca":true},{"name":"Venkat R. Subramanian","is_ca":true},{"name":"David M. Klymyshyn","is_ca":true},{"name":"Garth Wells","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009582070965332017,"gpt":0.2506086767659166,"spread":0.2410266058005846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008947231,0.001132546,0.001993569,0.001839056,0.00324617,0.002332344,0.004299878,0.002228567,0.02484952],"category_scores_gemma":[0.002948472,0.0009694162,0.0008994148,0.002280516,0.001518267,0.00216041,0.002330494,0.002872176,0.01291278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004331893,"about_ca_system_score_gemma":0.01018364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594889,"about_ca_topic_score_gemma":0.00221528,"domain_scores_codex":[0.9948795,0.001851811,0.0001980271,0.000577684,0.001799684,0.000693207],"domain_scores_gemma":[0.9940789,0.0008281643,0.0006407946,0.001143198,0.002161485,0.001147487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006792465,0.001895342,0.01271333,0.001870904,0.0005200207,0.0005086889,0.0009711263,0.003907396,0.3027862,0.1846942,0.3587253,0.124615],"study_design_scores_gemma":[0.003226088,0.003318655,0.009807391,0.0002495765,0.0003268631,0.001950635,0.0002967705,0.02973684,0.2309983,0.007823099,0.711937,0.0003287153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.106228,0.00658085,0.7306142,0.0137264,0.003692638,0.005734975,0.04510251,0.01661727,0.0717032],"genre_scores_gemma":[0.3021351,0.001615443,0.6329833,0.002571951,0.0009215812,0.006225877,0.01626729,0.001417019,0.03586252],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02484952,"threshold_uncertainty_score":0.08313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105015273","doi":"10.1007/s00542-020-05084-1","title":"Predictions optimal routing algorithm based on artificial intelligence technique for 3D NoC systems","year":2020,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Latency (audio); Routing (electronic design automation); Energy consumption; Network on a chip; Power consumption; Routing algorithm; Throughput; Distributed computing; Power (physics); Embedded system; Engineering; Routing protocol","authors":[{"name":"Furat Al-Obaidy","is_ca":true},{"name":"Farah Mohammadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03544616814583675,"gpt":0.2543629808605192,"spread":0.2189168127146825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002552713,0.0003570331,0.0004537163,0.0005422405,0.000385441,0.0004243657,0.0005552893,0.0005378379,0.001932262],"category_scores_gemma":[0.0005543335,0.0002590466,0.0004416451,0.000423622,0.0002590293,0.000439263,0.0003198668,0.0003883366,0.0001459117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148801,"about_ca_system_score_gemma":0.000788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004433959,"about_ca_topic_score_gemma":0.003724528,"domain_scores_codex":[0.9998952,0.00002735324,0.0000066922,0.00002084977,0.00003559867,0.00001428768],"domain_scores_gemma":[0.9998615,0.0000579048,0.00001485596,0.00001061887,0.00004890729,0.000006214402],"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":[0.00002832522,0.00001993481,0.0002882119,0.00003863204,0.00002352435,0.00003275843,0.00002332733,0.9406269,0.002846475,0.007001857,0.0009943263,0.0480757],"study_design_scores_gemma":[0.000002953821,0.000009014717,0.00004382603,0.000001607374,0.000003477924,0.000006149802,0.000002243371,0.9983054,0.0002226574,0.001175841,0.0002251768,0.000001608506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0363934,0.000388684,0.9551812,0.0001972738,0.000105224,0.00004973571,0.00004214591,0.0004117408,0.007230547],"genre_scores_gemma":[0.5984324,0.0004039054,0.3956008,0.0001502514,0.00004901546,0.0001915402,0.0001416728,0.00009037997,0.004939957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004433959,"threshold_uncertainty_score":0.008816302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}